PyLiPD User API
The following describes the main classes that make up PyLiPD. Most users will only interface with the functionalities contained in these classes.
LiPD (pylipd.lipd.LiPD)
- class pylipd.lipd.LiPD(graph=None)[source]
The LiPD class describes a LiPD (Linked Paleo Data) object. It contains an RDF Graph which is serialization of the LiPD data into an RDF graph containing terms from the LiPD Ontology. How to browse and query LiPD objects is described in a short example below.
Examples
In this example, we read an online LiPD file and convert it into a time series object dictionary.
from pylipd.lipd import LiPD lipd = LiPD() lipd.load(["https://lipdverse.org/data/LCf20b99dfe8d78840ca60dfb1f832b9ec/1_0_1//Nunalleq.Ledger.2018.lpd"]) ts_list = lipd.get_timeseries(lipd.get_all_dataset_names()) for dsname, tsos in ts_list.items(): for tso in tsos: if 'paleoData_variableName' in tso: print(dsname+': '+tso['paleoData_variableName']+': '+tso['archiveType'])
Loading 1 LiPD files
Loaded..
Extracting timeseries from dataset: Nunalleq.Ledger.2018 ... Nunalleq.Ledger.2018: precipitation: Archaeological Nunalleq.Ledger.2018: precipitation: Archaeological Nunalleq.Ledger.2018: temperature: Archaeological Nunalleq.Ledger.2018: temperature: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: precipitation: Archaeological Nunalleq.Ledger.2018: precipitation: Archaeological Nunalleq.Ledger.2018: precipitation: Archaeological Nunalleq.Ledger.2018: temperature: Archaeological Nunalleq.Ledger.2018: temperature: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: uncertaintyLow: Archaeological Nunalleq.Ledger.2018: temperature: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: age: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: age: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: temperature: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: temperature: Archaeological Nunalleq.Ledger.2018: temperature: Archaeological Nunalleq.Ledger.2018: uncertainty: Archaeological Nunalleq.Ledger.2018: depth: Archaeological Nunalleq.Ledger.2018: uncertaintyHigh: Archaeological
Methods
clear()Clears the graph
convert_lipd_dir_to_rdf(lipd_dir, rdf_file)Convert a directory containing LiPD files into a single RDF file (to be used for uploading to Knowledge Bases like GraphDB)
copy()Makes a copy of the object
create_lipd(dsname, lipdfile)Create LiPD file for a dataset
filter_by_archive_type(archiveType)Filters datasets to return a new LiPD object that only keeps datasets that have the specified archive type
filter_by_compilationName(compilationName)Filters datasets to return a new LiPD object that only keeps datasets that have the specific compilation
filter_by_datasetName(datasetName)Filters datasets to return a new LiPD object that only keeps datasets that have the specified names
filter_by_geo_bbox(lonMin, latMin, lonMax, ...)Filters datasets to return a new LiPD object that only keeps datasets that fall within the bounding box
filter_by_time(timeBound[, timeBoundType, ...])Filter the records according to a specified time interval and the length of the record within that interval.
get(dsnames)Gets dataset(s) from the graph and returns the popped LiPD object
Returns a list of all the unique archiveTypes present in the LiPD object
Return the names of the compilation present in the LiPD object
Get all Dataset ids
Get all Dataset Names
get_all_graph_ids()Get all Graph ids
get_all_locations([dsname])Return geographical coordinates for all the datasets.
Get a list of all possible distinct variableNames.
Returns a list of all variables in the graph
get_bibtex([remote, save, path, verbose])Get BibTeX for loaded datasets
Get a list of unique properties attached to a dataset.
Return datasets as instances of the Dataset class
get_ensemble_tables([dsname, ...])Gets ensemble tables from the LiPD graph
get_lipd(dsname)Get LiPD json for a dataset
Get all the properties associated with a model
get_timeseries(dsnames[, to_dataframe, ...])Get Legacy LiPD like Time Series Object (tso)
get_timeseries_essentials([dsnames, mode])Returns specific properties for timeseries: 'dataSetName', 'archiveType', 'geo_meanLat', 'geo_meanLon',
Get a list of variable properties that can be used for querying
load(lipdfiles[, parallel, standardize, ...])Load LiPD files.
load_datasets(datasets)Loads instances of Dataset class into the LiPD graph
load_from_dir(dir_path[, parallel, cutoff, ...])Load LiPD files from a directory
load_remote_datasets(dsnames[, ...])Loads remote datasets into cache if a remote endpoint is set
merge(rdf)Merges the current LiPD object with another LiPD object
pop(dsnames)Pops dataset(s) from the graph and returns the popped LiPD object
query(query[, remote, result])Once data is loaded into the graph (or remote endpoint set), one can make SparQL queries to the graph
remove(dsnames)Removes dataset(s) from the graph
serialize()Returns RDF quad serialization of the current combined Graph .
set_endpoint(endpoint)Sets a SparQL endpoint for a remote Knowledge Base (example: GraphDB)
to_lipd_series([parallel])Converts the LiPD object to a LiPDSeries object
update(update_query[, remote])Execute a SPARQL UPDATE query on the graph
update_remote_datasets(dsnames)Updates local LiPD Graph for datasets to remote endpoint
- convert_lipd_dir_to_rdf(lipd_dir, rdf_file, parallel=False, standardize=True, add_labels=False)[source]
Convert a directory containing LiPD files into a single RDF file (to be used for uploading to Knowledge Bases like GraphDB)
- Parameters:
lipd_dir (str) – Path to the directory containing lipd files
rdf_file (str) – Path to the output rdf file
- create_lipd(dsname, lipdfile)[source]
Create LiPD file for a dataset
- Parameters:
dsname (str) – dataset id
lipdfile (str) – path to LiPD file
- Returns:
lipdjson – LiPD json
- Return type:
dict
Examples
from pylipd.lipd import LiPD # Load a local file lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", ]) dsname = lipd.get_all_dataset_names()[0] lipd.create_lipd(dsname, "test.lpd")
Loading 1 LiPD files
Loaded..
{'pub': [{'author': [{'name': 'Jessica E. Tierney'}, {'name': 'Casey P. Saenger'}, {'name': 'K. Halimeda Kilbourne'}, {'name': 'Michael N. Evans'}, {'name': 'Cyril Giry'}, {'name': 'Henry C. Wu'}, {'name': 'Kevin J. Anchukaitis'}, {'name': 'Nerilie J. Abram'}, {'name': 'Jens Zinke'}], 'pages': '226-252', 'title': 'Tropical sea surface temperatures for the past four centuries reconstructed from coral archives', 'publisher': 'Wiley-Blackwell', 'issue': 3.0, 'dataUrl': ['doi.org'], 'doi': '10.1002/2014PA002717', 'year': 2015, 'citeKey': 'tierney2015tropicalseasurfacetempera', 'volume': '30', 'journal': 'Paleoceanography'}, {'issue': 5508.0, 'doi': '10.1126/science.1057969', 'year': 2001, 'pages': '1511-1517', 'author': [{'name': 'A. W. Tudhope'}], 'publisher': 'American Association for the Advancement of Science (AAAS)', 'title': 'Variability in the El Nino-Southern Oscillation Through a Glacial-Interglacial Cycle', 'dataUrl': ['doi.org'], 'volume': '291', 'citeKey': 'tudhope2001variabilityintheelninosou', 'journal': 'Science'}, {'title': 'World Data Center for Paleoclimatology', 'author': [{'name': 'H. Kuhnert'}], 'institution': 'World Data Center for Paleoclimatology', 'url': ['https://www.ncdc.noaa.gov/paleo/study/1866'], 'citeKey': 'kuhnert2001httpswwwncdcnoaagovpaleostudy1866DataCitation', 'urldate': 2001.0}], 'minYear': 1880.792, 'studyName': 'Madang, Papua New Guinea oxygen isotope record 1880-1993', 'changelog': [{'timestamp': '2022-08-23 23:41:56 UTC', 'curator': 'nicholas', 'version': '1.0.0', 'notes': 'Starting the changelog'}], 'geo': {'geometry': {'coordinates': [145.8167, -5.2167, -2.2], 'type': 'Point'}, 'properties': {'latitude': -5.2167, 'longitude': 145.8167, 'elevation': -2.2, 'ocean': 'Pacific', 'siteName': 'Madang Lagoon, Papua New Guinea', 'pages2kRegion': 'Ocean', 'type': 'http://linked.earth/ontology#Location'}}, 'inCompilation1_': 'Ocean2k_v1.0.0', 'googleSpreadSheetKey': '1wf30P-s54OTBdLw4dyeaIN53VDoN0u_hOqIwvAeLxtc', 'originalDataURL': 'https://www.ncdc.noaa.gov/paleo/study/1866', 'googleDataURL': 'https://docs.google.com/spreadsheets/d/1wf30P-s54OTBdLw4dyeaIN53VDoN0u_hOqIwvAeLxtc', 'dataSetName': 'Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'datasetId': 'm8yv2VgG97zJmSg3XhqQ', 'paleoData': [{'measurementTable': [{'missingValue': 'NaN', 'columns': [{'inCompilationBeta': [{'compilationName': 'Pages2kTemperature', 'compilationVersion': ['2_1_2', '2_1_1']}], 'resolution': {'hasMedianValue': 0.25, 'hasMaxValue': 0.25, 'hasMinValue': 0.25, 'hasMeanValue': 0.25, 'units': 'yr AD'}, 'notes': '; climateInterpretation_seasonality changed - was originally seasonal', 'measurementTableName': 'measurementTable1', 'interpretation': [{'direction': 'negative', 'variableDetail': 'sea@surface', 'scope': 'climate', 'seasonality': 'subannual', 'variable': 'temperature'}], 'hasMaxValue': -4.344, 'number': 1, 'hasMeanValue': -4.9453, 'iso2kUI': 'CO01TUNG01A', 'measurementTableMD5': '793853407e414221c486d2e63b32dd87', 'ocean2kID': 'PacificMadangTudhope2001', 'TSid': 'Ocean2kHR_140', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.txt', 'sensorGenus': 'Porites', 'pages2kID': 'Ocn_097', 'qCCertification': 'KLD, NJA', 'paleoDataTableName': 'measTable', 'variableType': 'measured', 'hasMedianValue': -4.942, 'hasMinValue': -5.515, 'useInGlobalTemperatureAnalysis': True, 'proxyObservationType': 'd18O', 'variableName': 'd18O', 'units': 'permil', 'proxy': 'd18O', 'archiveType': 'Coral'}, {'hasMinValue': 1880.792, 'inferredVariableType': 'Year', 'variableType': 'inferred', 'measurementTableMD5': '793853407e414221c486d2e63b32dd87', 'number': 2, 'resolution': {'hasMinValue': 0.25, 'hasMeanValue': 0.25, 'hasMedianValue': 0.25, 'hasMaxValue': 0.25, 'units': 'yr AD'}, 'dataType': 'float', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.txt', 'TSid': 'PYTDAS7AM1Y', 'variableName': 'year', 'paleoDataTableName': 'measTable', 'hasMeanValue': 1936.917, 'hasMedianValue': 1936.917, 'hasMaxValue': 1993.042, 'description': 'Year AD', 'measurementTableName': 'measurementTable1', 'units': 'yr AD', 'archiveType': 'Coral'}], 'tableName': 'Kuhnert', 'googleWorkSheetKey': 'ov9tjw6', 'filename': 'Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.paleo1measurement1.csv'}]}], 'createdBy': 'matlab', 'inCompilation3_': 'PAGES2k_v2.1.0', 'hasUrl': 'https://data.mint.isi.edu/files/lipd/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd', 'maxYear': 1993.042, 'googleMetadataWorksheet': 'oruuxfm', 'lipdVersion': 1.3, 'dataContributor': {'name': 'Wu KLD'}, 'inCompilation2_': 'PAGES2k_v2.0.0', 'archiveType': 'Coral'}
- filter_by_archive_type(archiveType)[source]
Filters datasets to return a new LiPD object that only keeps datasets that have the specified archive type
- Parameters:
archiveType (str) – The archive type to filter by
- Returns:
A new LiPD object that only contains datasets that have the specified archive type (regex)
- Return type:
Examples
pyLipd ships with existing datasets that can be loaded directly through the package. Let’s load the Pages2k sample datasets using this method.
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') Lfiltered = lipd.filter_by_archive_type('marine') Lfiltered.get_all_archiveTypes()
Loading 16 LiPD files
Loaded..
['Marine sediment']
If searching for multiple archiveTypes, you can construct the name as follows:
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') Lfiltered = lipd.filter_by_archive_type('marine|coral') Lfiltered.get_all_archiveTypes()
Loading 16 LiPD files
Loaded..
['Coral', 'Marine sediment']
- filter_by_compilationName(compilationName)[source]
Filters datasets to return a new LiPD object that only keeps datasets that have the specific compilation
- Parameters:
compilationName (str) – The name of the compilation to filter by
- Returns:
A new LiPD object that only contains datasets that have the specified archive type (regex)
- Return type:
Examples
pyLipd ships with existing datasets that can be loaded directly through the package. Let’s load the Pages2k sample datasets using this method.
from pylipd.utils.dataset import available_dataset_names, load_datasets dsList = available_dataset_names() D = load_datasets(dsList) Dfiltered = D.filter_by_compilationName('Temp12k') Dfiltered.get_all_dataset_names()
['/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/ODP846.Lawrence.2006.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Eur-CoastofPortugal.Abrantes.2011.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Eur-SpannagelCave.Mangini.2005.lpd', "/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Arc-Kongressvatnet.D'Andrea.2012.lpd", '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Eur-FinnishLakelands.Helama.2014.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Eur-LakeSilvaplana.Trachsel.2010.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Eur-Stockholm.Leijonhufvud.2009.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Eur-SpanishPyrenees.Dorado-Linan.2012.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Ocn-RedSea.Felis.2000.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Ocn-AlboranSea436B.Nieto-Moreno.2013.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Eur-NorthernSpain.Martin-Chivelet.2011.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Ant-WAIS-Divide.Severinghaus.2012.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Asi-SourthAndMiddleUrals.Demezhko.2007.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Ocn-FeniDrift.Richter.2009.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Eur-NorthernScandinavia.Esper.2012.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Ocn-SinaiPeninsula,RedSea.Moustafa.2000.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Pages2k/Ocn-PedradeLume-CapeVerdeIslands.Moses.2006.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Temp12k/ElGygytgynCrater.Schwamborn.2006.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Temp12k/MD03-2601.Kim.2012.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Temp12k/NevadoHuascaran.Thompson.1995.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Temp12k/SouthernCalifornia.Ohlwein.2012.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/Temp12k/RC24_08GC.Arbuszewski.2013.lpd'] Loading 22 LiPD files
Loaded..
['MD03-2601.Kim.2012', 'NevadoHuascaran.Thompson.1995', 'RC24_08GC.Arbuszewski.2013', 'ElGygytgynCrater.Schwamborn.2006', 'SouthernCalifornia.Ohlwein.2012']
- filter_by_datasetName(datasetName)[source]
Filters datasets to return a new LiPD object that only keeps datasets that have the specified names
- Parameters:
datasetName (str) – The datasetNames to filter by
- Returns:
A new LiPD object that only contains datasets that have the specified archive type (regex)
- Return type:
Examples
pyLipd ships with existing datasets that can be loaded directly through the package. Let’s load the Pages2k sample datasets using this method.
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') Lfiltered = lipd.filter_by_datasetName('Ocn-RedSea.Felis.2000') Lfiltered.get_all_dataset_names()
Loading 16 LiPD files
Loaded..
['Ocn-RedSea.Felis.2000']
If searching for multiple dataset names, you can construct the name as follows:
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') dsnames = ['Ocn-RedSea.Felis.2000','Ant-WAIS-Divide.Severinghaus.2012'] dsquery = '|'.join(dsnames) Lfiltered = lipd.filter_by_datasetName(dsquery) Lfiltered.get_all_dataset_names()
Loading 16 LiPD files
Loaded..
['Ocn-RedSea.Felis.2000', 'Ant-WAIS-Divide.Severinghaus.2012']
- filter_by_geo_bbox(lonMin, latMin, lonMax, latMax)[source]
Filters datasets to return a new LiPD object that only keeps datasets that fall within the bounding box
- Parameters:
lonMin (float) – Minimum longitude
latMin (float) – Minimum latitude
lonMax (float) – Maximum longitude
latMax (float) – Maximum latitude
- Returns:
A new LiPD object that only contains datasets that fall within the bounding box
- Return type:
Examples
pyLipd ships with existing datasets that can be loaded directly through the package. Let’s load the Pages2k sample datasets using this method.
from pylipd.utils.dataset import load_dir lipd = load_dir() Lfiltered = lipd.filter_by_geo_bbox(0,25,50,50) Lfiltered.get_all_dataset_names()
Loading 16 LiPD files
Loaded..
['Ocn-SinaiPeninsula_RedSea.Moustafa.2000', 'Eur-SpannagelCave.Mangini.2005', 'Ocn-RedSea.Felis.2000', 'Eur-SpanishPyrenees.Dorado-Linan.2012', 'Eur-LakeSilvaplana.Trachsel.2010']
- filter_by_time(timeBound, timeBoundType='any', recordLength=None)[source]
Filter the records according to a specified time interval and the length of the record within that interval. Note that this function assumes that all records use the same time representation.
If you are unsure about the time representation, you may need to use .get_timeseries_essentials.
- Parameters:
timeBound (list) – Minimum and Maximum age value to search for.
timeBoundType (str, optional) – The type of querying to perform. Possible values include: “any”, “entire”, and “entirely”. - any: Overlap any portions of matching datasets (default) - entirely: are entirely overlapped by matching datasets - entire: overlap entire matching datasets but dataset can be shorter than the bounds The default is ‘any’.
recordLength (float, optional) – The minimum length the record needs to have while matching the ageBound criteria. The default is None.
- Raises:
ValueError – timeBoundType must take the values in [“any”, “entire”, and “entirely”]
- Returns:
A new LiPD object that only contains datasets that have the specified time interval
- Return type:
Examples
pyLipd ships with existing datasets that can be loaded directly through the package. Let’s load the Pages2k sample datasets using this method.
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') Lfiltered = lipd.filter_by_time(timeBound=[0,1800]) Lfiltered.get_all_dataset_names()
Loading 16 LiPD files
Loaded..
['Eur-SpannagelCave.Mangini.2005', 'Eur-CoastofPortugal.Abrantes.2011', 'Ocn-RedSea.Felis.2000', 'Eur-NorthernSpain.Martin-Chivelet.2011', 'Ocn-FeniDrift.Richter.2009', 'Eur-Stockholm.Leijonhufvud.2009', 'Eur-SpanishPyrenees.Dorado-Linan.2012', 'Eur-FinnishLakelands.Helama.2014', 'Eur-LakeSilvaplana.Trachsel.2010', 'Ant-WAIS-Divide.Severinghaus.2012', 'Asi-SourthAndMiddleUrals.Demezhko.2007', 'Ocn-AlboranSea436B.Nieto-Moreno.2013', 'Eur-NorthernScandinavia.Esper.2012']
- get(dsnames)[source]
Gets dataset(s) from the graph and returns the popped LiPD object
- Parameters:
dsnames (str or list of str) – dataset name(s) to get.
- Returns:
LiPD object with the retrieved dataset(s)
- Return type:
Examples
from pylipd.lipd import LiPD # Load LiPD files from a local directory lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", "../examples/data/MD98_2181.Stott.2007.lpd" ]) all_datasets = lipd.get_all_dataset_names() print("Loaded datasets: " + str(all_datasets)) ds = lipd.get(all_datasets[0]) print("Got dataset: " + str(ds.get_all_dataset_names()))
Loading 2 LiPD files
Loaded.. Loaded datasets: ['Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'MD98_2181.Stott.2007'] Got dataset: ['Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001']
- get_all_archiveTypes()[source]
Returns a list of all the unique archiveTypes present in the LiPD object
- Returns:
A list of archiveTypes
- Return type:
list
Examples
from pylipd.lipd import LiPD # Load Local files lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", "../examples/data/MD98_2181.Stott.2007.lpd" ]) print(lipd.get_all_archiveTypes())
Loading 2 LiPD files
Loaded.. ['Coral', 'Marine sediment']
- get_all_compilation_names()[source]
Return the names of the compilation present in the LiPD object
- Returns:
l – A list returning the names of the available compilations.
- Return type:
list
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir('Temp12k') df = lipd.get_all_compilation_names() print(df)
Loading 5 LiPD files
Loaded.. ['RapidArcticWarming', 'HoloceneAbruptChange', 'Temp12k', 'wNAm', 'HoloceneHydroclimate']
- get_all_dataset_ids()[source]
Get all Dataset ids
- Returns:
dsids (list)
A list of datasetnames
Examples
from pylipd.lipd import LiPD # Load local files lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", "../examples/data/MD98_2181.Stott.2007.lpd" ]) print(lipd.get_all_dataset_ids())
Loading 2 LiPD files
Loaded.. ['m8yv2VgG97zJmSg3XhqQ', 't0E8pOLYdyzmUspGZwbe']
- get_all_dataset_names()[source]
Get all Dataset Names
- Returns:
dsnames (list)
A list of datasetnames
Examples
from pylipd.lipd import LiPD # Load local files lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", "../examples/data/MD98_2181.Stott.2007.lpd" ]) print(lipd.get_all_dataset_names())
Loading 2 LiPD files
Loaded.. ['Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'MD98_2181.Stott.2007']
- get_all_locations(dsname=None)[source]
Return geographical coordinates for all the datasets.
- Parameters:
dsname (str, optional) – The name of the dataset for which to return the timeseries information. The default is None.
- Returns:
df – A pandas dataframe returning the latitude, longitude and elevation for each dataset
- Return type:
pandas.DataFrame
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') df = lipd.get_all_locations() print(df)
Loading 16 LiPD files
Loaded.. dataSetName geo_meanLat geo_meanLon \ 0 Eur-CoastofPortugal.Abrantes.2011 41.1000 -8.9000 1 Eur-SpannagelCave.Mangini.2005 47.1000 11.6000 2 Arc-Kongressvatnet.D'Andrea.2012 78.0217 13.9311 3 Eur-FinnishLakelands.Helama.2014 62.0000 28.3250 4 Eur-LakeSilvaplana.Trachsel.2010 46.5000 9.8000 5 Eur-Stockholm.Leijonhufvud.2009 59.3200 18.0600 6 Eur-SpanishPyrenees.Dorado-Linan.2012 42.5000 1.0000 7 Ocn-RedSea.Felis.2000 27.8500 34.3200 8 Ocn-AlboranSea436B.Nieto-Moreno.2013 36.2053 -4.3133 9 Eur-NorthernSpain.Martin-Chivelet.2011 42.9000 -3.5000 10 Ant-WAIS-Divide.Severinghaus.2012 -79.4630 -112.1250 11 Asi-SourthAndMiddleUrals.Demezhko.2007 55.0000 59.5000 12 Ocn-FeniDrift.Richter.2009 55.5000 -13.9000 13 Eur-NorthernScandinavia.Esper.2012 68.0000 25.0000 14 Ocn-SinaiPeninsula,RedSea.Moustafa.2000 27.8483 34.3100 15 Ocn-PedradeLume-CapeVerdeIslands.Moses.2006 16.7600 -22.8883 geo_meanElev 0 -80.0 1 2347.0 2 94.0 3 130.0 4 1791.0 5 10.0 6 1200.0 7 -6.0 8 -1108.0 9 1250.0 10 1766.0 11 1900.0 12 -2543.0 13 300.0 14 -3.0 15 -5.0
- get_all_variable_names()[source]
Get a list of all possible distinct variableNames. Useful for filtering and querying.
- Returns:
A list of unique variableName
- Return type:
list
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') varName = lipd.get_all_variable_names() print(varName)
Loading 16 LiPD files
Loaded.. ['year', 'temperature', 'd18O', 'Uk37', 'trsgi', 'uncertainty_temperature', 'depth_top', 'Mg_Ca', 'notes', 'depth_bottom', 'MXD']
- get_all_variables()[source]
Returns a list of all variables in the graph
- Returns:
A dataframe of all variables in the graph with columns uri, varid, varname
- Return type:
pandas.DataFrame
Examples
from pylipd.lipd import LiPD lipd = LiPD() lipd.load([ "../examples/data/ODP846.Lawrence.2006.lpd" ]) df = lipd.get_all_variables() print(df)
Loading 1 LiPD files
Loaded.. uri TSID \ 0 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT2ZB6MLZ9 1 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTDW6AIJPW 2 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTGO6NV72Y 3 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT10H23U2E 4 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT3ZMI0BXW 5 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTKRFVW61B 6 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTCHXB40SL 7 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTGOFY4KZD 8 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT9CFQ4GK0 9 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTPWX0LH3I 10 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTS96EE0CB 11 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTDIEKUM44 12 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTXJB98403 13 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTTD7XCQGS 14 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTUHE3XLGQ 15 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT95DVDUU3 16 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTJ3PSH0LT 17 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT4Y96QMUU 18 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTLEHYPAYV 19 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTPQ0FJO1S 20 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTTUPVG4K3 21 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT19MC8WE2 22 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT68HYMYHH 23 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT8BDSRW3H 24 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTM9N6HCQM 25 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYT7DLYN7X4 26 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTJZ4GLRYP 27 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTI487BQDZ 28 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTE5EC1JBW 29 http://linked.earth/lipd/ODP846.Lawrence.2006.... PYTYDOYFVYD variableName 0 interval 1 sst 2 temp muller 3 c37 total 4 c. wuellerstorfi d18o 5 depth 6 depth 7 depth 8 depth 9 depth 10 depth 11 upper95 12 age 13 age 14 age 15 temp prahl 16 site/hole 17 d180 18 d18o 19 depth comp 20 u. peregrina d13c 21 c. wuellerstorfi d13c 22 depth cr 23 section 24 ukprime37 25 median 26 sample label 27 lower95 28 event 29 u. peregrina d18o
- get_bibtex(remote=True, save=True, path='mybiblio.bib', verbose=False)[source]
Get BibTeX for loaded datasets
- Parameters:
remote (bool) – (Optional) If set to True, will return the bibliography by checking against the DOI
save (bool) – (Optional) Whether to save the bibliography to a file
path (str) – (Optional) Path where to save the file
verbose (bool) – (Optional) Whether to print out on the console. Note that this option will turn on automatically if saving to a file fails.
- Returns:
bibs (list) – List of BiBTex entry
df (pandas.DataFrame) – Bibliography information in a Pandas DataFrame
Examples
from pylipd.lipd import LiPD # Fetch LiPD data from remote RDF Graph lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", "../examples/data/MD98_2181.Stott.2007.lpd" ]) print(lipd.get_bibtex(save=False))
Loading 2 LiPD files
Loaded.. Cannot find a matching record for the provided DOI (None), creating the entry manually
(['@misc{kuhnert2001httpswwwncdcnoaagovpaleostudy1866DataCitation,\n author = "H. Kuhnert",\n title = "World Data Center for Paleoclimatology",\n institution = "World Data Center for Paleoclimatology",\n url = "https://www.ncdc.noaa.gov/paleo/study/1866"\n}\n', ' @article{Tierney_2015, title={Tropical sea surface temperatures for the past four centuries reconstructed from coral archives}, volume={30}, ISSN={1944-9186}, url={http://dx.doi.org/10.1002/2014PA002717}, DOI={10.1002/2014pa002717}, number={3}, journal={Paleoceanography}, publisher={American Geophysical Union (AGU)}, author={Tierney, Jessica E. and Abram, Nerilie J. and Anchukaitis, Kevin J. and Evans, Michael N. and Giry, Cyril and Kilbourne, K. Halimeda and Saenger, Casey P. and Wu, Henry C. and Zinke, Jens}, year={2015}, month=mar, pages={226–252} }\n', ' @article{Tudhope_2001, title={Variability in the El Niño-Southern Oscillation Through a Glacial-Interglacial Cycle}, volume={291}, ISSN={1095-9203}, url={http://dx.doi.org/10.1126/science.1057969}, DOI={10.1126/science.1057969}, number={5508}, journal={Science}, publisher={American Association for the Advancement of Science (AAAS)}, author={Tudhope, Alexander W. and Chilcott, Colin P. and McCulloch, Malcolm T. and Cook, Edward R. and Chappell, John and Ellam, Robert M. and Lea, David W. and Lough, Janice M. and Shimmield, Graham B.}, year={2001}, month=feb, pages={1511–1517} }\n', ' @article{Stott_2007, title={Comment on “Anomalous radiocarbon ages for foraminifera shells” by W. Broecker et al.: A correction to the western tropical Pacific MD9821‐81 record}, volume={22}, ISSN={1944-9186}, url={http://dx.doi.org/10.1029/2006PA001379}, DOI={10.1029/2006pa001379}, number={1}, journal={Paleoceanography}, publisher={American Geophysical Union (AGU)}, author={Stott, Lowell D.}, year={2007}, month=feb }\n', ' @article{Stott_2007, title={Southern Hemisphere and Deep-Sea Warming Led Deglacial Atmospheric CO\n 2\n Rise and Tropical Warming}, volume={318}, ISSN={1095-9203}, url={http://dx.doi.org/10.1126/science.1143791}, DOI={10.1126/science.1143791}, number={5849}, journal={Science}, publisher={American Association for the Advancement of Science (AAAS)}, author={Stott, Lowell and Timmermann, Axel and Thunell, Robert}, year={2007}, month=oct, pages={435–438} }\n'], dsname \ 0 Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001 1 Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001 2 Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001 3 MD98_2181.Stott.2007 4 MD98_2181.Stott.2007 title \ 0 World Data Center for Paleoclimatology 1 Tropical sea surface temperatures for the past... 2 Variability in the El Nino-Southern Oscillatio... 3 None 4 Southern Hemisphere and deep-sea warming led d... authors doi \ 0 H. Kuhnert None 1 Henry C. Wu and Cyril Giry and Nerilie J. Abra... 10.1002/2014PA002717 2 A. W. Tudhope 10.1126/science.1057969 3 10.1029/2006PA001379 4 R. Thunell and A. Timmermann and L. Stott 10.1126/science.1143791 pubyear year journal volume issue pages \ 0 None NaN None None NaN None 1 None 2015.0 Paleoceanography 30 3.0 226-252 2 None 2001.0 Science 291 5508.0 1511-1517 3 None NaN None None NaN None 4 None 2007.0 Science 318 5849.0 435 438 type publisher report \ 0 dataCitation None None 1 journal-article Wiley-Blackwell None 2 journal-article American Association for the Advancement of Sc... None 3 None None None 4 None None None citeKey edition \ 0 kuhnert2001httpswwwncdcnoaagovpaleostudy1866Da... None 1 tierney2015tropicalseasurfacetempera None 2 tudhope2001variabilityintheelninosou None 3 None None 4 WMGAVB7S None institution url \ 0 World Data Center for Paleoclimatology None 1 None None 2 None None 3 None None 4 None None url2 0 https://www.ncdc.noaa.gov/paleo/study/1866 1 None 2 None 3 None 4 None )
- get_dataset_properties()[source]
Get a list of unique properties attached to a dataset.
Note: Some properties will return another object (e.g., ‘publishedIn’ will give you a Publication object with its own properties) Note: Not all datasets will have the same available properties (i.e., not filled in by a user)
- Returns:
clean_list – A list of available properties that can queried
- Return type:
list
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir(name='Pages2k') dataset_properties = lipd.get_dataset_properties() print(dataset_properties)
Loading 16 LiPD files
Loaded.. ['hasOriginalDataUrl', 'hasUrl', 'googleDataURL', 'lipdVersion', 'hasDatasetId', 'hasArchiveType', 'hasLocation', 'hasPaleoData', 'hasName', 'hasPublication', 'minYear', 'type', 'hasChangeLog', 'maxYear', 'createdBy', 'hasSpreadsheetLink', 'googleMetadataWorksheet', 'inCompilation2_', 'inCompilation1_', 'inCompilation3_', 'hasContributor', 'studyName', 'hasFunding', 'hasInvestigator', 'hasNotes']
- get_datasets() list[Dataset][source]
Return datasets as instances of the Dataset class
- Returns:
A list of Dataset objects
- Return type:
list of pylipd.classes.Dataset
Examples
pyLipd ships with existing datasets that can be loaded directly through the package. Let’s load the Pages2k sample datasets using this method.
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') lipd.get_datasets()
Loading 16 LiPD files
Loaded..
[<pylipd.classes.dataset.Dataset at 0x796d93db36e0>, <pylipd.classes.dataset.Dataset at 0x796d93db36b0>, <pylipd.classes.dataset.Dataset at 0x796d90f9ff20>, <pylipd.classes.dataset.Dataset at 0x796d93ecaae0>, <pylipd.classes.dataset.Dataset at 0x796d9915e750>, <pylipd.classes.dataset.Dataset at 0x796d9879e180>, <pylipd.classes.dataset.Dataset at 0x796d93db1490>, <pylipd.classes.dataset.Dataset at 0x796d98153f50>, <pylipd.classes.dataset.Dataset at 0x796d91077d40>, <pylipd.classes.dataset.Dataset at 0x796d92652060>, <pylipd.classes.dataset.Dataset at 0x796d91077fe0>, <pylipd.classes.dataset.Dataset at 0x796dd096afc0>, <pylipd.classes.dataset.Dataset at 0x796d9867dc10>, <pylipd.classes.dataset.Dataset at 0x796d90bcc8c0>, <pylipd.classes.dataset.Dataset at 0x796d991a6c30>, <pylipd.classes.dataset.Dataset at 0x796d93b083e0>]
- get_ensemble_tables(dsname=None, ensembleVarName=None, ensembleDepthVarName='depth')[source]
Gets ensemble tables from the LiPD graph
- Parameters:
dsname (str) – The name of the dataset if you wish to analyse one at a time (Set to “.*” to match all datasets with a common root)
ensembleVarName (None or str) – ensemble variable name. Default is None, which searches for names that contain “year” or “age” (Set to “.*” to match all ensemble variable names)
ensembleDepthVarName (str) – ensemble depth variable name. Default is ‘depth’ (Set to “.*” to match all ensemble depth variable names)
- Returns:
ensemble_tables – A dataframe containing the ensemble tables
- Return type:
dataframe
Examples
from pylipd.lipd import LiPD lipd = LiPD() lipd.load([ "../examples/data/ODP846.Lawrence.2006.lpd" ]) all_datasets = lipd.get_all_dataset_names() print("Loaded datasets: " + str(all_datasets)) ens_df = lipd.get_ensemble_tables( ensembleVarName="age", ensembleDepthVarName="depth" ) print(ens_df)
Loading 1 LiPD files
Loaded.. Loaded datasets: ['ODP846.Lawrence.2006']
datasetName ensembleTable \ 0 ODP846.Lawrence.2006 http://linked.earth/lipd/ODP846.Lawrence.2006.... ensembleVariableName ensembleVariableValues \ 0 age [[4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0,... ensembleVariableUnits ensembleDepthName \ 0 kyr BP depth ensembleDepthValues ensembleDepthUnits notes \ 0 [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8... m None methodobj methods 0 None None
- get_lipd(dsname)[source]
Get LiPD json for a dataset
- Parameters:
dsname (str) – dataset id
- Returns:
lipdjson – LiPD json
- Return type:
dict
Examples
from pylipd.lipd import LiPD # Load a local LiPD file lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", ]) lipd_json = lipd.get_lipd(lipd.get_all_dataset_names()[0]) print(lipd_json)
Loading 1 LiPD files
Loaded.. {'minYear': 1880.792, 'studyName': 'Madang, Papua New Guinea oxygen isotope record 1880-1993', 'changelog': [{'timestamp': '2022-08-23 23:41:56 UTC', 'curator': 'nicholas', 'version': '1.0.0', 'notes': 'Starting the changelog'}], 'geo': {'geometry': {'coordinates': [145.8167, -5.2167, -2.2], 'type': 'Point'}, 'properties': {'latitude': -5.2167, 'longitude': 145.8167, 'elevation': -2.2, 'ocean': 'Pacific', 'siteName': 'Madang Lagoon, Papua New Guinea', 'pages2kRegion': 'Ocean', 'type': 'http://linked.earth/ontology#Location'}}, 'inCompilation1_': 'Ocean2k_v1.0.0', 'googleSpreadSheetKey': '1wf30P-s54OTBdLw4dyeaIN53VDoN0u_hOqIwvAeLxtc', 'originalDataURL': 'https://www.ncdc.noaa.gov/paleo/study/1866', 'googleDataURL': 'https://docs.google.com/spreadsheets/d/1wf30P-s54OTBdLw4dyeaIN53VDoN0u_hOqIwvAeLxtc', 'pub': [{'author': [{'name': 'Kevin J. Anchukaitis'}, {'name': 'Jens Zinke'}, {'name': 'Casey P. Saenger'}, {'name': 'Jessica E. Tierney'}, {'name': 'K. Halimeda Kilbourne'}, {'name': 'Michael N. Evans'}, {'name': 'Cyril Giry'}, {'name': 'Nerilie J. Abram'}, {'name': 'Henry C. Wu'}], 'pages': '226-252', 'issue': 3.0, 'title': 'Tropical sea surface temperatures for the past four centuries reconstructed from coral archives', 'publisher': 'Wiley-Blackwell', 'doi': '10.1002/2014PA002717', 'year': 2015, 'journal': 'Paleoceanography', 'volume': '30', 'dataUrl': ['doi.org'], 'citeKey': 'tierney2015tropicalseasurfacetempera'}, {'journal': 'Science', 'doi': '10.1126/science.1057969', 'publisher': 'American Association for the Advancement of Science (AAAS)', 'volume': '291', 'issue': 5508.0, 'title': 'Variability in the El Nino-Southern Oscillation Through a Glacial-Interglacial Cycle', 'dataUrl': ['doi.org'], 'author': [{'name': 'A. W. Tudhope'}], 'pages': '1511-1517', 'citeKey': 'tudhope2001variabilityintheelninosou', 'year': 2001}, {'title': 'World Data Center for Paleoclimatology', 'author': [{'name': 'H. Kuhnert'}], 'institution': 'World Data Center for Paleoclimatology', 'urldate': 2001.0, 'url': ['https://www.ncdc.noaa.gov/paleo/study/1866'], 'citeKey': 'kuhnert2001httpswwwncdcnoaagovpaleostudy1866DataCitation'}], 'dataSetName': 'Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'datasetId': 'm8yv2VgG97zJmSg3XhqQ', 'paleoData': [{'measurementTable': [{'missingValue': 'NaN', 'columns': [{'resolution': {'hasMedianValue': 0.25, 'hasMaxValue': 0.25, 'hasMinValue': 0.25, 'hasMeanValue': 0.25, 'units': 'yr AD'}, 'notes': '; climateInterpretation_seasonality changed - was originally seasonal', 'measurementTableName': 'measurementTable1', 'interpretation': [{'direction': 'negative', 'variableDetail': 'sea@surface', 'scope': 'climate', 'seasonality': 'subannual', 'variable': 'temperature'}], 'hasMaxValue': -4.344, 'number': 1, 'hasMeanValue': -4.9453, 'iso2kUI': 'CO01TUNG01A', 'measurementTableMD5': '793853407e414221c486d2e63b32dd87', 'ocean2kID': 'PacificMadangTudhope2001', 'TSid': 'Ocean2kHR_140', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.txt', 'sensorGenus': 'Porites', 'pages2kID': 'Ocn_097', 'qCCertification': 'KLD, NJA', 'paleoDataTableName': 'measTable', 'variableType': 'measured', 'hasMedianValue': -4.942, 'hasMinValue': -5.515, 'inCompilationBeta': [{'compilationName': 'Pages2kTemperature', 'compilationVersion': ['2_1_2', '2_1_1']}], 'useInGlobalTemperatureAnalysis': True, 'proxyObservationType': 'd18O', 'variableName': 'd18O', 'units': 'permil', 'proxy': 'd18O', 'archiveType': 'Coral', 'values': [-4.827, -4.786, -4.693, -4.852, -4.991, -4.904, -4.855, -4.862, -4.856, -4.947, -5.005, -5.298, -5.196, -5.298, -5.106, -5.375, -5.169, -5.083, -4.996, -5.027, -4.846, -4.646, -4.589, -4.972, -4.917, -4.795, -4.759, -5.301, -5.12, -5.086, -5.103, -5.244, -5.186, -5.059, -4.971, -5.356, -5.206, -4.885, -4.756, -4.959, -4.812, -4.667, -4.494, -5.117, -5.189, -5.133, -5.081, -5.165, -5.049, -4.883, -4.839, -5.103, -5.083, -4.96, -4.921, -5.204, -5.082, -5.133, -5.026, -5.334, -5.129, -4.889, -4.855, -5.214, -5.003, -4.842, -4.864, -5.038, -4.878, -5.027, -5.181, -5.515, -5.334, -5.06, -4.958, -5.268, -5.228, -5.136, -5.123, -5.304, -5.072, -4.748, -4.785, -5.234, -5.164, -5.053, -5.03, -5.188, -4.931, -4.99, -5.142, -5.216, -5.09, -4.865, -4.894, -5.041, -5.037, -5.064, -5.11, -5.291, -5.198, -5.242, -5.297, -5.492, -5.382, -5.087, -5.009, -5.282, -4.831, -4.524, -4.556, -5.071, -4.995, -4.958, -4.991, -5.08, -4.942, -4.908, -4.848, -4.993, -4.964, -5.031, -5.02, -5.245, -5.157, -5.041, -5.19, -5.39, -5.244, -5.072, -5.082, -5.362, -5.148, -4.889, -4.942, -4.895, -4.995, -4.924, -4.962, -5.0, -4.912, -4.774, -4.87, -5.104, -5.01, -4.996, -5.031, -5.112, -4.962, -5.003, -4.886, -5.095, -5.409, -4.992, -4.859, -5.151, -5.087, -5.031, -5.02, -5.355, -5.148, -5.13, -5.106, -5.228, -5.05, -4.868, -4.854, -4.937, -4.903, -4.902, -4.821, -4.963, -4.792, -4.886, -4.891, -5.146, -4.912, -4.856, -4.771, -4.964, -4.866, -4.909, -5.07, -5.459, -5.246, -4.871, -4.847, -5.086, -4.91, -4.912, -4.991, -5.203, -5.149, -4.957, -4.979, -5.232, -5.087, -5.072, -5.013, -5.329, -5.239, -5.016, -5.016, -5.079, -4.87, -4.786, -4.385, -4.525, -4.707, -4.607, -4.403, -4.607, -4.773, -4.846, -4.832, -4.925, -4.677, -4.487, -4.495, -4.597, -4.594, -4.629, -4.582, -4.832, -4.836, -4.687, -4.644, -4.967, -4.739, -4.803, -4.786, -5.133, -4.839, -4.899, -4.813, -4.973, -4.913, -5.002, -4.904, -5.114, -4.917, -4.886, -4.72, -4.926, -4.874, -4.677, -4.601, -4.924, -5.175, -4.906, -4.725, -5.135, -4.907, -4.829, -4.79, -5.185, -5.123, -4.988, -5.104, -5.33, -5.185, -5.158, -5.06, -5.282, -5.163, -5.06, -4.911, -5.03, -5.049, -4.688, -4.775, -5.055, -4.936, -4.807, -4.774, -5.162, -5.014, -4.975, -4.65, -4.919, -5.268, -4.892, -4.984, -5.139, -5.146, -4.998, -4.875, -5.035, -5.149, -5.123, -4.942, -5.108, -5.254, -4.856, -4.766, -5.051, -5.097, -4.715, -4.613, -4.786, -5.022, -4.986, -4.899, -4.96, -4.779, -4.897, -5.019, -5.453, -5.06, -4.788, -4.659, -4.767, -4.79, -4.378, -4.344, -4.727, -4.903, -4.875, -4.756, -4.988, -5.185, -4.943, -4.816, -4.839, -4.795, -4.747, -4.636, -4.753, -4.796, -4.716, -4.636, -4.775, -4.845, -4.809, -4.832, -5.013, -5.084, -4.909, -4.94, -5.031, -4.735, -4.625, -4.703, -4.933, -4.787, -4.808, -4.824, -5.266, -4.987, -4.634, -4.786, -5.08, -4.978, -4.988, -4.774, -5.006, -5.014, -4.866, -4.767, -4.722, -4.546, -4.359, -4.582, -5.062, -5.27, -5.077, -5.174, -5.2, -4.911, -4.96, -4.89, -5.115, -4.926, -4.839, -4.866, -5.211, -5.128, -5.037, -4.995, -5.131, -5.041, -4.969, -4.949, -5.052, -4.941, -4.671, -4.616, -5.11, -5.048, -4.751, -4.634, -5.052, -4.846, -4.742, -4.741, -4.903, -4.947, -4.848, -4.877, -4.886, -4.878, -4.956, -4.681, -4.941, -4.83, -5.185, -5.012, -4.967, -4.924, -4.77, -4.612, -4.957, -5.018, -4.97, -4.792, -4.788, -4.696, -4.525, -4.527, -4.721, -4.691, -4.853, -4.788, -4.931, -4.912, -4.954, -5.027, -4.937, -4.718, -4.512, -4.494, -4.675, -4.651, -4.666, -4.64, -4.849, -4.888, -4.833, -4.803, -4.863, -4.915, -4.733, -4.792, -4.872, -5.023, -4.923, -4.792, -4.906, -4.94, -4.801]}, {'hasMinValue': 1880.792, 'inferredVariableType': 'Year', 'variableType': 'inferred', 'measurementTableMD5': '793853407e414221c486d2e63b32dd87', 'number': 2, 'resolution': {'hasMinValue': 0.25, 'hasMeanValue': 0.25, 'hasMedianValue': 0.25, 'hasMaxValue': 0.25, 'units': 'yr AD'}, 'dataType': 'float', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.txt', 'TSid': 'PYTDAS7AM1Y', 'variableName': 'year', 'paleoDataTableName': 'measTable', 'hasMeanValue': 1936.917, 'hasMedianValue': 1936.917, 'hasMaxValue': 1993.042, 'description': 'Year AD', 'measurementTableName': 'measurementTable1', 'units': 'yr AD', 'archiveType': 'Coral', 'values': [1993.042, 1992.792, 1992.542, 1992.292, 1992.042, 1991.792, 1991.542, 1991.292, 1991.042, 1990.792, 1990.542, 1990.292, 1990.042, 1989.792, 1989.542, 1989.292, 1989.042, 1988.792, 1988.542, 1988.292, 1988.042, 1987.792, 1987.542, 1987.292, 1987.042, 1986.792, 1986.542, 1986.292, 1986.042, 1985.792, 1985.542, 1985.292, 1985.042, 1984.792, 1984.542, 1984.292, 1984.042, 1983.792, 1983.542, 1983.292, 1983.042, 1982.792, 1982.542, 1982.292, 1982.042, 1981.792, 1981.542, 1981.292, 1981.042, 1980.792, 1980.542, 1980.292, 1980.042, 1979.792, 1979.542, 1979.292, 1979.042, 1978.792, 1978.542, 1978.292, 1978.042, 1977.792, 1977.542, 1977.292, 1977.042, 1976.792, 1976.542, 1976.292, 1976.042, 1975.792, 1975.542, 1975.292, 1975.042, 1974.792, 1974.542, 1974.292, 1974.042, 1973.792, 1973.542, 1973.292, 1973.042, 1972.792, 1972.542, 1972.292, 1972.042, 1971.792, 1971.542, 1971.292, 1971.042, 1970.792, 1970.542, 1970.292, 1970.042, 1969.792, 1969.542, 1969.292, 1969.042, 1968.792, 1968.542, 1968.292, 1968.042, 1967.792, 1967.542, 1967.292, 1967.042, 1966.792, 1966.542, 1966.292, 1966.042, 1965.792, 1965.542, 1965.292, 1965.042, 1964.792, 1964.542, 1964.292, 1964.042, 1963.792, 1963.542, 1963.292, 1963.042, 1962.792, 1962.542, 1962.292, 1962.042, 1961.792, 1961.542, 1961.292, 1961.042, 1960.792, 1960.542, 1960.292, 1960.042, 1959.792, 1959.542, 1959.292, 1959.042, 1958.792, 1958.542, 1958.292, 1958.042, 1957.792, 1957.542, 1957.292, 1957.042, 1956.792, 1956.542, 1956.292, 1956.042, 1955.792, 1955.542, 1955.292, 1955.042, 1954.792, 1954.542, 1954.292, 1954.042, 1953.792, 1953.542, 1953.292, 1953.042, 1952.792, 1952.542, 1952.292, 1952.042, 1951.792, 1951.542, 1951.292, 1951.042, 1950.792, 1950.542, 1950.292, 1950.042, 1949.792, 1949.542, 1949.292, 1949.042, 1948.792, 1948.542, 1948.292, 1948.042, 1947.792, 1947.542, 1947.292, 1947.042, 1946.792, 1946.542, 1946.292, 1946.042, 1945.792, 1945.542, 1945.292, 1945.042, 1944.792, 1944.542, 1944.292, 1944.042, 1943.792, 1943.542, 1943.292, 1943.042, 1942.792, 1942.542, 1942.292, 1942.042, 1941.792, 1941.542, 1941.292, 1941.042, 1940.792, 1940.542, 1940.292, 1940.042, 1939.792, 1939.542, 1939.292, 1939.042, 1938.792, 1938.542, 1938.292, 1938.042, 1937.792, 1937.542, 1937.292, 1937.042, 1936.792, 1936.542, 1936.292, 1936.042, 1935.792, 1935.542, 1935.292, 1935.042, 1934.792, 1934.542, 1934.292, 1934.042, 1933.792, 1933.542, 1933.292, 1933.042, 1932.792, 1932.542, 1932.292, 1932.042, 1931.792, 1931.542, 1931.292, 1931.042, 1930.792, 1930.542, 1930.292, 1930.042, 1929.792, 1929.542, 1929.292, 1929.042, 1928.792, 1928.542, 1928.292, 1928.042, 1927.792, 1927.542, 1927.292, 1927.042, 1926.792, 1926.542, 1926.292, 1926.042, 1925.792, 1925.542, 1925.292, 1925.042, 1924.792, 1924.542, 1924.292, 1924.042, 1923.792, 1923.542, 1923.292, 1923.042, 1922.792, 1922.542, 1922.292, 1922.042, 1921.792, 1921.542, 1921.292, 1921.042, 1920.792, 1920.542, 1920.292, 1920.042, 1919.792, 1919.542, 1919.292, 1919.042, 1918.792, 1918.542, 1918.292, 1918.042, 1917.792, 1917.542, 1917.292, 1917.042, 1916.792, 1916.542, 1916.292, 1916.042, 1915.792, 1915.542, 1915.292, 1915.042, 1914.792, 1914.542, 1914.292, 1914.042, 1913.792, 1913.542, 1913.292, 1913.042, 1912.792, 1912.542, 1912.292, 1912.042, 1911.792, 1911.542, 1911.292, 1911.042, 1910.792, 1910.542, 1910.292, 1910.042, 1909.792, 1909.542, 1909.292, 1909.042, 1908.792, 1908.542, 1908.292, 1908.042, 1907.792, 1907.542, 1907.292, 1907.042, 1906.792, 1906.542, 1906.292, 1906.042, 1905.792, 1905.542, 1905.292, 1905.042, 1904.792, 1904.542, 1904.292, 1904.042, 1903.792, 1903.542, 1903.292, 1903.042, 1902.792, 1902.542, 1902.292, 1902.042, 1901.792, 1901.542, 1901.292, 1901.042, 1900.792, 1900.542, 1900.292, 1900.042, 1899.792, 1899.542, 1899.292, 1899.042, 1898.792, 1898.542, 1898.292, 1898.042, 1897.792, 1897.542, 1897.292, 1897.042, 1896.792, 1896.542, 1896.292, 1896.042, 1895.792, 1895.542, 1895.292, 1895.042, 1894.792, 1894.542, 1894.292, 1894.042, 1893.792, 1893.542, 1893.292, 1893.042, 1892.792, 1892.542, 1892.292, 1892.042, 1891.792, 1891.542, 1891.292, 1891.042, 1890.792, 1890.542, 1890.292, 1890.042, 1889.792, 1889.542, 1889.292, 1889.042, 1888.792, 1888.542, 1888.292, 1888.042, 1887.792, 1887.542, 1887.292, 1887.042, 1886.792, 1886.542, 1886.292, 1886.042, 1885.792, 1885.542, 1885.292, 1885.042, 1884.792, 1884.542, 1884.292, 1884.042, 1883.792, 1883.542, 1883.292, 1883.042, 1882.792, 1882.542, 1882.292, 1882.042, 1881.792, 1881.542, 1881.292, 1881.042, 1880.792]}], 'tableName': 'Kuhnert', 'googleWorkSheetKey': 'ov9tjw6', 'filename': 'Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.paleo1measurement1.csv'}]}], 'createdBy': 'matlab', 'inCompilation3_': 'PAGES2k_v2.1.0', 'hasUrl': 'https://data.mint.isi.edu/files/lipd/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd', 'maxYear': 1993.042, 'googleMetadataWorksheet': 'oruuxfm', 'lipdVersion': 1.3, 'dataContributor': {'name': 'Wu KLD'}, 'inCompilation2_': 'PAGES2k_v2.0.0', 'archiveType': 'Coral'}
- get_model_properties()[source]
Get all the properties associated with a model
- Returns:
A list of unique properties attached to models
- Return type:
List
Examples
from pylipd.utils.dataset import load_datasets lipd = load_datasets(names='ODP846') model_properties = lipd.get_model_properties() print(model_properties)
['/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/ODP846.Lawrence.2006.lpd'] Loading 1 LiPD files
Loaded.. ['type', 'hasCode', 'hasEnsembleTable', 'hasSummaryTable']
- get_timeseries(dsnames, to_dataframe=False, mode='paleo', time='age')[source]
Get Legacy LiPD like Time Series Object (tso)
This function is meant to provide legacy support to the older version of the LiPD utilities, which returns a dictionary of timeseries objects. The function also supports returning to a pandas.DataFrame, essentially flattening all the information. This is useful to explore all possible properties but can be slow for large number of datasets or if you only require some standard information. In this case, use get_timeseries_essentials.
- Parameters:
dsnames (list) – array of dataset id or name strings
to_dataframe (bool {True; False}) – Whether to return a dataframe along the dictionary. Default is False
mode ('paleo' or 'chron') – Whether to return information from the PaleoData or ChronData objects
time ('age' or 'year') – Whether the time is expressed as year or age
- Returns:
ts (dict) – A dictionary containing Time Series Object
df (Pandas.DataFrame) – If to_dataframe is set to True, returns a queryable Pandas DataFrame
Examples
To only return a list of timeseries objects
from pylipd.lipd import LiPD # Fetch LiPD data from remote RDF Graph lipd_remote = LiPD() lipd_remote.set_endpoint("https://linkedearth.graphdb.mint.isi.edu/repositories/LiPDVerse-dynamic") ts_list = lipd_remote.get_timeseries(["Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001", "MD98_2181.Stott.2007", "Ant-WAIS-Divide.Severinghaus.2012"]) for dsname, tsos in ts_list.items(): for tso in tsos: if 'paleoData_variableName' in tso: print(dsname+': '+tso['paleoData_variableName']+': '+tso['archiveType'])
Extracting timeseries from dataset: Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001 ... Extracting timeseries from dataset: MD98_2181.Stott.2007 ... Extracting timeseries from dataset: Ant-WAIS-Divide.Severinghaus.2012 ...
To return a dataframe in addition to the list of timeseries objects
from pylipd.lipd import LiPD lipd_remote = LiPD() lipd_remote.set_endpoint("https://linkedearth.graphdb.mint.isi.edu/repositories/LiPDVerse-dynamic") ts_list, df = lipd_remote.get_timeseries(["Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001", "MD98_2181.Stott.2007", "Ant-WAIS-Divide.Severinghaus.2012"], to_dataframe = True) df.head()
Extracting timeseries from dataset: Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001 ... Extracting timeseries from dataset: MD98_2181.Stott.2007 ... Extracting timeseries from dataset: Ant-WAIS-Divide.Severinghaus.2012 ...
- get_timeseries_essentials(dsnames=None, mode='paleo')[source]
- Returns specific properties for timeseries: ‘dataSetName’, ‘archiveType’, ‘geo_meanLat’, ‘geo_meanLon’,
‘geo_meanElev’, ‘paleoData_variableName’, ‘paleoData_values’, ‘paleoData_units’, ‘paleoData_proxy’ (paleo only), ‘paleoData_proxyGeneral’ (paleo only), ‘time_variableName’, ‘time_values’, ‘time_units’, ‘depth_variableName’, ‘depth_values’, ‘depth_units’
- Parameters:
dsnames (list) – array of dataset id or name strings
mode (paleo, chron) – Whether to return the information stored in the PaleoMeasurementTable or the ChronMeasurementTable. The default is ‘paleo’.
- Raises:
ValueError – Need to select either ‘chron’ or ‘paleo’
- Returns:
qres_df – A pandas dataframe returning the properties in columns for each series stored in a row of the dataframe
- Return type:
pandas.DataFrame
Examples
from pylipd.utils.dataset import load_datasets lipd = load_datasets('ODP846.Lawrence.2006.lpd') df_paleo = lipd.get_timeseries_essentials(mode='paleo') print(df_paleo)
['/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/ODP846.Lawrence.2006.lpd'] Loading 1 LiPD files
Loaded.. dataSetName archiveType geo_meanLat geo_meanLon \ 0 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 1 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 2 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 3 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 4 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 5 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 6 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 7 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 8 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 9 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 10 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 11 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 12 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 13 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 14 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 15 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 16 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 17 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 18 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 19 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 20 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 21 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 22 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 23 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 24 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 geo_meanElev paleoData_variableName \ 0 -3296.0 temp prahl 1 -3296.0 c. wuellerstorfi d13c 2 -3296.0 c. wuellerstorfi d13c 3 -3296.0 c. wuellerstorfi d13c 4 -3296.0 interval 5 -3296.0 sample label 6 -3296.0 sample label 7 -3296.0 sample label 8 -3296.0 section 9 -3296.0 temp muller 10 -3296.0 u. peregrina d18o 11 -3296.0 u. peregrina d18o 12 -3296.0 u. peregrina d18o 13 -3296.0 event 14 -3296.0 event 15 -3296.0 event 16 -3296.0 u. peregrina d13c 17 -3296.0 u. peregrina d13c 18 -3296.0 u. peregrina d13c 19 -3296.0 c37 total 20 -3296.0 site/hole 21 -3296.0 ukprime37 22 -3296.0 c. wuellerstorfi d18o 23 -3296.0 c. wuellerstorfi d18o 24 -3296.0 c. wuellerstorfi d18o paleoData_values paleoData_units \ 0 [23.0, 23.1, 23.2, 22.0, 21.7, 21.4, 21.7, 21.... deg C 1 [3.38, 3.46, 3.65, 3.88, 4.14, 4.47, 4.99, 4.9... per mil PDB 2 [3.38, 3.46, 3.65, 3.88, 4.14, 4.47, 4.99, 4.9... per mil PDB 3 [3.38, 3.46, 3.65, 3.88, 4.14, 4.47, 4.99, 4.9... per mil PDB 4 [15-16, 25-26, 35-36, 45-46, 55-56, 65-66, 75-... cm 5 [138-846B-1H-1, 138-846B-1H-1, 138-846B-1H-1, ... unitless 6 [138-846B-1H-1, 138-846B-1H-1, 138-846B-1H-1, ... unitless 7 [138-846B-1H-1, 138-846B-1H-1, 138-846B-1H-1, ... unitless 8 [1H-1, 1H-1, 1H-1, 1H-1, 1H-1, 1H-1, 1H-1, 1H-... unitless 9 [23.545, 23.648, 23.752, 22.515, 22.206, 21.89... deg C 10 [0.14, 0.01, -0.1, -0.06, -0.17, -0.21, -0.41,... per mil PDB 11 [0.14, 0.01, -0.1, -0.06, -0.17, -0.21, -0.41,... per mil PDB 12 [0.14, 0.01, -0.1, -0.06, -0.17, -0.21, -0.41,... per mil PDB 13 [138-846B, 138-846B, 138-846B, 138-846B, 138-8... unitless 14 [138-846B, 138-846B, 138-846B, 138-846B, 138-8... unitless 15 [138-846B, 138-846B, 138-846B, 138-846B, 138-8... unitless 16 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... per mil PDB 17 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... per mil PDB 18 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... per mil PDB 19 [2.37, 2.1, 1.87, 2.74, 3.75, 7.62, 7.86, 7.73... nmol/kg 20 [846B, 846B, 846B, 846B, 846B, 846B, 846B, 846... unitless 21 [0.821, 0.824, 0.828, 0.787, 0.777, 0.767, 0.7... unitless 22 [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... per mil PDB 23 [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... per mil PDB 24 [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... per mil PDB paleoData_proxy paleoData_proxyGeneral time_variableName \ 0 None None age 1 None None None 2 None None None 3 None None None 4 None None age 5 None None None 6 None None None 7 None None None 8 None None age 9 None None age 10 None None None 11 None None None 12 None None None 13 None None None 14 None None None 15 None None None 16 None None None 17 None None None 18 None None None 19 None None age 20 None None age 21 None None age 22 None None None 23 None None None 24 None None None time_values time_units \ 0 [5.228, 8.947, 11.966, 14.427, 16.502, 18.41, ... kyr BP 1 None None 2 None None 3 None None 4 [5.228, 8.947, 11.966, 14.427, 16.502, 18.41, ... kyr BP 5 None None 6 None None 7 None None 8 [5.228, 8.947, 11.966, 14.427, 16.502, 18.41, ... kyr BP 9 [5.228, 8.947, 11.966, 14.427, 16.502, 18.41, ... kyr BP 10 None None 11 None None 12 None None 13 None None 14 None None 15 None None 16 None None 17 None None 18 None None 19 [5.228, 8.947, 11.966, 14.427, 16.502, 18.41, ... kyr BP 20 [5.228, 8.947, 11.966, 14.427, 16.502, 18.41, ... kyr BP 21 [5.228, 8.947, 11.966, 14.427, 16.502, 18.41, ... kyr BP 22 None None 23 None None 24 None None depth_variableName depth_values \ 0 depth [0.16, 0.26, 0.36, 0.46, 0.56, 0.66, 0.76, 0.8... 1 depth [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 2 depth comp [12.0, 23.0, 33.0, 33.0, 43.0, 53.0, 63.0, 73.... 3 depth cr [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 4 depth [0.16, 0.26, 0.36, 0.46, 0.56, 0.66, 0.76, 0.8... 5 depth [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 6 depth comp [12.0, 23.0, 33.0, 33.0, 43.0, 53.0, 63.0, 73.... 7 depth cr [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 8 depth [0.16, 0.26, 0.36, 0.46, 0.56, 0.66, 0.76, 0.8... 9 depth [0.16, 0.26, 0.36, 0.46, 0.56, 0.66, 0.76, 0.8... 10 depth [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 11 depth comp [12.0, 23.0, 33.0, 33.0, 43.0, 53.0, 63.0, 73.... 12 depth cr [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 13 depth [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 14 depth comp [12.0, 23.0, 33.0, 33.0, 43.0, 53.0, 63.0, 73.... 15 depth cr [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 16 depth [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 17 depth comp [12.0, 23.0, 33.0, 33.0, 43.0, 53.0, 63.0, 73.... 18 depth cr [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 19 depth [0.16, 0.26, 0.36, 0.46, 0.56, 0.66, 0.76, 0.8... 20 depth [0.16, 0.26, 0.36, 0.46, 0.56, 0.66, 0.76, 0.8... 21 depth [0.16, 0.26, 0.36, 0.46, 0.56, 0.66, 0.76, 0.8... 22 depth [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... 23 depth comp [12.0, 23.0, 33.0, 33.0, 43.0, 53.0, 63.0, 73.... 24 depth cr [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7... depth_units 0 m 1 m 2 mcd 3 rmcd 4 m 5 m 6 mcd 7 rmcd 8 m 9 m 10 m 11 mcd 12 rmcd 13 m 14 mcd 15 rmcd 16 m 17 mcd 18 rmcd 19 m 20 m 21 m 22 m 23 mcd 24 rmcdTo return the information stored in the ChronTable:
from pylipd.utils.dataset import load_datasets lipd = load_datasets('ODP846.Lawrence.2006.lpd') df_chron = lipd.get_timeseries_essentials(mode='chron') print(df_chron)
['/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/ODP846.Lawrence.2006.lpd'] Loading 1 LiPD files
Loaded.. dataSetName archiveType geo_meanLat geo_meanLon \ 0 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 1 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 2 ODP846.Lawrence.2006 Marine sediment -3.1 -90.8 geo_meanElev chronData_variableName \ 0 -3296.0 depth 1 -3296.0 age 2 -3296.0 d18o chronData_values chronData_units \ 0 [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8... m 1 [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19... ky BP 2 [3.38, 3.46, 3.765, 4.14, 4.47, 4.99, 4.99, 4.... permil time_variableName time_values \ 0 age [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19... 1 age [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19... 2 age [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19... time_units depth_variableName \ 0 ky BP depth 1 ky BP depth 2 ky BP depth depth_values depth_units 0 [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8... m 1 [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8... m 2 [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8... m
- get_variable_properties()[source]
Get a list of variable properties that can be used for querying
- Returns:
A list of unique variable properties
- Return type:
list
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir(name='Pages2k') variable_properties = lipd.get_variable_properties() print(variable_properties)
Loading 16 LiPD files
Loaded.. ['inferredVariableType', 'hasMaxValue', 'hasColumnNumber', 'wDSPaleoUrl', 'useInGlobalTemperatureAnalysis', 'pages2kID', 'hasInterpretation', 'paleoDataTableName', 'hasDescription', 'hasVariableId', 'hasMinValue', 'type', 'hasStandardVariable', 'foundInDataset', 'calibratedVia', 'hasValues', 'foundInTable', 'hasProxy', 'hasArchiveType', 'precededBy', 'hasName', 'hasResolution', 'hasType', 'measurementTableName', 'partOfCompilation', 'hasMedianValue', 'hasMeanValue', 'hasNotes', 'measurementTableMD5', 'qCCertification', 'hasUnits', 'dataType', 'proxyObservationType', 'detail', 'ocean2kID', 'sensorSpecies', 'sensorGenus', 'iso2kUI', 'measurementMethod', 'measurementMaterial', 'hasUncertainty']
- load(lipdfiles, parallel=False, standardize=True, add_labels=True)[source]
Load LiPD files.
- Parameters:
lipdfiles (list of str) – array of paths to lipd files (the paths could also be urls)
parallel (bool) – (Optional) set to True to process lipd files in parallel. You must run this function under the “__main__” process for this to work
Examples
In this example, we load LiPD files for an array of paths.
from pylipd.lipd import LiPD lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", "../examples/data/MD98_2181.Stott.2007.lpd", "../examples/data/Ant-WAIS-Divide.Severinghaus.2012.lpd", "https://lipdverse.org/data/LCf20b99dfe8d78840ca60dfb1f832b9ec/1_0_1/Nunalleq.Ledger.2018.lpd" ]) print(lipd.get_all_dataset_names())
Loading 4 LiPD files
Loaded.. ['Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'MD98_2181.Stott.2007', 'Ant-WAIS-Divide.Severinghaus.2012', 'Nunalleq.Ledger.2018']
- load_datasets(datasets: list[Dataset])[source]
Loads instances of Dataset class into the LiPD graph
- Parameters:
pylipd.classes.Dataset (list of) – A list of Dataset objects
Examples
pyLipd ships with existing datasets that can be loaded directly through the package. Let’s load the Pages2k sample datasets using this method.
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') dses = lipd.get_datasets() # Modify the datasets if needed, then write them to the same, or another LiPD object lipd2 = LiPD() lipd2.load_datasets(dses)
Loading 16 LiPD files
Loaded..
- load_from_dir(dir_path, parallel=False, cutoff=None, standardize=True, add_labels=True)[source]
Load LiPD files from a directory
- Parameters:
dir_path (str) – path to the directory containing lipd files
parallel (bool) – (Optional) set to True to process lipd files in parallel. You must run this function under the “__main__” process for this to work
cutoff (int) – (Optional) the maximum number of files to load at once.
Examples
In this example, we load LiPD files from a directory.
from pylipd.lipd import LiPD lipd = LiPD() lipd.load_from_dir("../examples/data") print(lipd.get_all_dataset_names())
Loading 4 LiPD files
Loaded.. ['Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'ODP846.Lawrence.2006', 'MD98_2181.Stott.2007', 'Ant-WAIS-Divide.Severinghaus.2012']
- load_remote_datasets(dsnames, load_default_graph=True)[source]
Loads remote datasets into cache if a remote endpoint is set
- Parameters:
dsnames (array) – array of dataset names
Examples
from pylipd.lipd import LiPD # Fetch LiPD data from remote RDF Graph lipd_remote = LiPD() lipd_remote.set_endpoint("https://linkedearth.graphdb.mint.isi.edu/repositories/LiPDVerse-dynamic") lipd_remote.load_remote_datasets(["Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001", "MD98_2181.Stott.2007", "Ant-WAIS-Divide.Severinghaus.2012"]) print(lipd_remote.get_all_dataset_names())
Caching datasets from remote endpoint.. Making remote query to endpoint: https://linkedearth.graphdb.mint.isi.edu/repositories/LiPDVerse-dynamic
Done.. ['Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'MD98_2181.Stott.2007', 'Ant-WAIS-Divide.Severinghaus.2012']
- pop(dsnames)[source]
Pops dataset(s) from the graph and returns the popped LiPD object
- Parameters:
dsnames (str or list of str) – dataset name(s) to be popped.
- Returns:
LiPD object with the popped dataset(s)
- Return type:
Examples
from pylipd.lipd import LiPD # Load local files lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", "../examples/data/MD98_2181.Stott.2007.lpd" ]) all_datasets = lipd.get_all_dataset_names() print("Loaded datasets: " + str(all_datasets)) popped = lipd.pop(all_datasets[0]) print("Loaded datasets after pop: " + str(lipd.get_all_dataset_names())) print("Popped dataset: " + str(popped.get_all_dataset_names()))
Loading 2 LiPD files
Loaded.. Loaded datasets: ['Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'MD98_2181.Stott.2007'] Loaded datasets after pop: ['MD98_2181.Stott.2007'] Popped dataset: ['Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001']
- remove(dsnames)[source]
Removes dataset(s) from the graph
- Parameters:
dsnames (str or list of str) – dataset name(s) to be removed
Examples
from pylipd.lipd import LiPD # Load local files lipd = LiPD() lipd.load([ "../examples/data/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd", "../examples/data/MD98_2181.Stott.2007.lpd" ]) all_datasets = lipd.get_all_dataset_names() print("Loaded datasets: " + str(all_datasets)) lipd.remove(all_datasets[0]) print("Loaded datasets after remove: " + str(lipd.get_all_dataset_names()))
Loading 2 LiPD files
Loaded.. Loaded datasets: ['Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'MD98_2181.Stott.2007'] Loaded datasets after remove: ['MD98_2181.Stott.2007']
- to_lipd_series(parallel=False)[source]
Converts the LiPD object to a LiPDSeries object
- Parameters:
parallel (bool) – Whether to use parallel processing to load the data. Default is False
- Returns:
A LiPDSeries object
- Return type:
pylipd.lipd.LiPDSeries
Examples
from pylipd.lipd import LiPD lipd = LiPD() lipd.load([ "../examples/data/ODP846.Lawrence.2006.lpd" ]) S = lipd.to_lipd_series()
Loading 1 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done..
LiPDSeries (pylipd.lipd_series.LiPDSeries)
- class pylipd.lipd_series.LiPDSeries(graph=None)[source]
The LiPD Series class describes a collection of LiPD (Linked Paleo Data) variables. It contains an RDF Graph which is serialization of LiPD variables into an RDF graph containing terms from the LiPD Ontology. Each LiPD Variable is also associated with the LiPD itself so it can be deserialized into the original LiPD format. How to browse and query the LiPD variables is described in a short example below.
Examples
In this example, we read an online LiPD file and convert it into a time series object dictionary.
from pylipd.lipd_series import LiPDSeries lipd = LiPD() lipd.load(["https://lipdverse.org/data/LCf20b99dfe8d78840ca60dfb1f832b9ec/1_0_1//Nunalleq.Ledger.2018.lpd"]) lipd_series = lipd.to_lipd_series()
Loading 1 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done..
Methods
clear()Clears the graph
copy()Makes a copy of the object
filter_by_name(name)Filters series to return a new LiPDSeries that only keeps variables that have the specified name (regex)
filter_by_proxy(proxy)Filters series to return a new LiPDSeries that only keeps variables that have the specified proxy (regex)
filter_by_resolution(threshold[, stats])Filters series to return a new LiPDSeries that only keeps variables that have a resolution less than the specified threshold.
get(ids)Get id(s) from the graph and returns the LiPD object
get_all_graph_ids()Get all Graph ids
Get a list of all possible proxy.
Get a list of all possible distinct variableNames.
Returns a list of all variables in the graph
This function returns information about each variable: dataSetName, archiveType, name, values, units, TSID, proxy.
Get a list of all the properties name associated with the dataset.
load(lipd[, parallel])Extract Variables from the LiPD object.
merge(rdf)Merges the current LiPD object with another LiPD object
pop(ids)Pops graph(s) from the combined graph and returns the popped RDF Graph
query(query[, remote, result])Once data is loaded into the graph (or remote endpoint set), one can make SparQL queries to the graph
remove(ids)Removes ids(s) from the graph
serialize()Returns RDF quad serialization of the current combined Graph .
set_endpoint(endpoint)Sets a SparQL endpoint for a remote Knowledge Base (example: GraphDB)
update(update_query[, remote])Execute a SPARQL UPDATE query on the graph
- filter_by_name(name)[source]
Filters series to return a new LiPDSeries that only keeps variables that have the specified name (regex)
- Parameters:
name (str) – The variable name to filter by
- Returns:
A new LiPDSeries object that only contains variables that have the specified name (regex)
- Return type:
Examples
from pylipd.utils.dataset import load_datasets lipd = load_datasets('ODP846.Lawrence.2006.lpd') S = lipd.to_lipd_series() sst = S.filter_by_name('sst') print(sst.get_all_variable_names())
['/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/v1.5.3/lib/python3.12/site-packages/pylipd/data/ODP846.Lawrence.2006.lpd'] Loading 1 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done.. ['sst']
- filter_by_proxy(proxy)[source]
Filters series to return a new LiPDSeries that only keeps variables that have the specified proxy (regex)
- Parameters:
proxy (str) – The name of the proxy to filter by
- Returns:
A new LiPDSeries object that only contains variables that have the specified name (regex)
- Return type:
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') S = lipd.to_lipd_series() S_filtered = S.filter_by_proxy('ring width') print(S_filtered.get_all_proxy())
Loading 16 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done.. ['ring width']
- filter_by_resolution(threshold, stats='Mean')[source]
Filters series to return a new LiPDSeries that only keeps variables that have a resolution less than the specified threshold.
- Parameters:
threshold (float) – The maximum resolution to keep
stats (str, optional) – Whether to use ‘Mean’, ‘Median’, ‘Min’ or ‘Max’ resolution. The default is ‘Mean’.
- Raises:
ValueError – Make sure that the stats is of [‘Mean’,’Median’, ‘Min’, ‘Max’].
- Returns:
S – A new LiPDSeries object that only contains the filtered variables
- Return type:
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') S = lipd.to_lipd_series() S_filtered = S.filter_by_resolution(10)
Loading 16 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done..
- get_all_proxy()[source]
Get a list of all possible proxy. Useful for filtering and querying.
- Returns:
A list of unique proxies
- Return type:
list
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') S = lipd.to_lipd_series() proxyName = S.get_all_proxy() print(proxyName)
Loading 16 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done.. ['d18O', 'alkenone', 'Mg/Ca', 'historical', 'ring width', 'maximum latewood density', 'reflectance', 'borehole']
- get_all_variable_names()[source]
Get a list of all possible distinct variableNames. Useful for filtering and querying.
- Returns:
A list of unique variableName
- Return type:
list
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir('Pages2k') S = lipd.to_lipd_series() varName = S.get_all_variable_names() print(varName)
Loading 16 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done.. ['year', 'd18O', 'temperature', 'depth_top', 'Mg_Ca', 'depth_bottom', 'notes', 'trsgi', 'uncertainty_temperature', 'Uk37', 'MXD']
- get_all_variables()[source]
Returns a list of all variables in the graph
- Returns:
A dataframe of all variables in the graph with columns uri, varid, varname
- Return type:
pandas.DataFrame
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir() S = lipd.to_lipd_series() df = S.get_all_variables() print(df)
Loading 16 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done.. uri TSID \ 0 http://linked.earth/lipd/Ocn-SinaiPeninsula_Re... PYTGGLQ9T54 1 http://linked.earth/lipd/Eur-SpannagelCave.Man... PYTSOOGT8HT 2 http://linked.earth/lipd/Eur-CoastofPortugal.A... PYTNSKF0DVD 3 http://linked.earth/lipd/Ocn-RedSea.Felis.2000... PYTXPC7HUA2 4 http://linked.earth/lipd/Eur-NorthernSpain.Mar... PYTE7VH7UMO 5 http://linked.earth/lipd/Ocn-FeniDrift.Richter... PYTHS7WC58V 6 http://linked.earth/lipd/Ocn-FeniDrift.Richter... PYTA482M43E 7 http://linked.earth/lipd/Eur-Stockholm.Leijonh... PYTWVH672OU 8 http://linked.earth/lipd/Eur-SpanishPyrenees.D... PYT2K8MIA3N 9 http://linked.earth/lipd/Eur-FinnishLakelands.... PYTUSB62S0A 10 http://linked.earth/lipd/Eur-LakeSilvaplana.Tr... PYT1E4X3DDF 11 http://linked.earth/lipd/Ant-WAIS-Divide.Sever... PYTAAFWZCUK 12 http://linked.earth/lipd/Arc-Kongressvatnet.D_... PYTOAVDFCGU 13 http://linked.earth/lipd/Asi-SourthAndMiddleUr... PYTX5TD5SOT 14 http://linked.earth/lipd/Ocn-AlboranSea436B.Ni... PYTPD2RJATT 15 http://linked.earth/lipd/Eur-NorthernScandinav... PYTECO66XAD 16 http://linked.earth/lipd/Ocn-PedradeLume-CapeV... PYT296KN772 17 http://linked.earth/lipd/Ocn-SinaiPeninsula_Re... Ocean2kHR_018 18 http://linked.earth/lipd/Eur-SpannagelCave.Man... Eur_001 19 http://linked.earth/lipd/Ocn-RedSea.Felis.2000... Ocean2kHR_019 20 http://linked.earth/lipd/Eur-NorthernSpain.Mar... Eur_008 21 http://linked.earth/lipd/Ocn-PedradeLume-CapeV... Ocean2kHR_107 22 http://linked.earth/lipd/Eur-CoastofPortugal.A... Eur_010 23 http://linked.earth/lipd/Ocn-FeniDrift.Richter... LPDb7290ea4 24 http://linked.earth/lipd/Ocn-FeniDrift.Richter... LPD47182517 25 http://linked.earth/lipd/Eur-Stockholm.Leijonh... Eur_006 26 http://linked.earth/lipd/Eur-FinnishLakelands.... Eur_005 27 http://linked.earth/lipd/Eur-LakeSilvaplana.Tr... Eur_002 28 http://linked.earth/lipd/Ant-WAIS-Divide.Sever... LPDb9285123 29 http://linked.earth/lipd/Arc-Kongressvatnet.D_... Arc_078 30 http://linked.earth/lipd/Asi-SourthAndMiddleUr... Asia_230 31 http://linked.earth/lipd/Ocn-AlboranSea436B.Ni... LPD0e0867fe 32 http://linked.earth/lipd/Ocn-FeniDrift.Richter... LPD6e0eacd1 33 http://linked.earth/lipd/Ocn-FeniDrift.Richter... LPD873b43d0 34 http://linked.earth/lipd/Ocn-FeniDrift.Richter... LPD071f9a58 35 http://linked.earth/lipd/Ocn-FeniDrift.Richter... LPDbceb5d84 36 http://linked.earth/lipd/Ocn-FeniDrift.Richter... LPDba471ae7 37 http://linked.earth/lipd/Eur-SpanishPyrenees.D... Eur_020 38 http://linked.earth/lipd/Ant-WAIS-Divide.Sever... LPDa7a4074f 39 http://linked.earth/lipd/Arc-Kongressvatnet.D_... Arc_077 40 http://linked.earth/lipd/Eur-NorthernScandinav... Eur_014 variableName 0 year 1 year 2 year 3 year 4 year 5 year 6 year 7 year 8 year 9 year 10 year 11 year 12 year 13 year 14 year 15 year 16 year 17 d18O 18 d18O 19 d18O 20 d18O 21 d18O 22 temperature 23 temperature 24 temperature 25 temperature 26 temperature 27 temperature 28 temperature 29 temperature 30 temperature 31 temperature 32 notes 33 depth_top 34 depth_bottom 35 Mg_Ca 36 Mg_Ca 37 trsgi 38 uncertainty_temperature 39 Uk37 40 MXD
- get_timeseries_essentials()[source]
This function returns information about each variable: dataSetName, archiveType, name, values, units, TSID, proxy.
- Returns:
qres_df – A dataframe containing the information in each column
- Return type:
pandas.DataFrame
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir() S = lipd.to_lipd_series() df = S.get_timeseries_essentials() print(df)
Loading 16 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done.. dataSetName archiveType \ 0 Ocn-SinaiPeninsula,RedSea.Moustafa.2000 Coral 1 Ocn-SinaiPeninsula,RedSea.Moustafa.2000 Coral 2 Eur-SpannagelCave.Mangini.2005 Speleothem 3 Eur-SpannagelCave.Mangini.2005 Speleothem 4 Eur-CoastofPortugal.Abrantes.2011 Marine sediment 5 Eur-CoastofPortugal.Abrantes.2011 Marine sediment 6 Ocn-RedSea.Felis.2000 Coral 7 Ocn-RedSea.Felis.2000 Coral 8 Eur-NorthernSpain.Martin-Chivelet.2011 Speleothem 9 Eur-NorthernSpain.Martin-Chivelet.2011 Speleothem 10 Ocn-FeniDrift.Richter.2009 Marine sediment 11 Ocn-FeniDrift.Richter.2009 Marine sediment 12 Ocn-FeniDrift.Richter.2009 Marine sediment 13 Ocn-FeniDrift.Richter.2009 Marine sediment 14 Ocn-FeniDrift.Richter.2009 Marine sediment 15 Ocn-FeniDrift.Richter.2009 Marine sediment 16 Ocn-FeniDrift.Richter.2009 Marine sediment 17 Ocn-FeniDrift.Richter.2009 Marine sediment 18 Ocn-FeniDrift.Richter.2009 Marine sediment 19 Eur-Stockholm.Leijonhufvud.2009 Documents 20 Eur-Stockholm.Leijonhufvud.2009 Documents 21 Eur-SpanishPyrenees.Dorado-Linan.2012 Wood 22 Eur-SpanishPyrenees.Dorado-Linan.2012 Wood 23 Eur-FinnishLakelands.Helama.2014 Wood 24 Eur-FinnishLakelands.Helama.2014 Wood 25 Eur-LakeSilvaplana.Trachsel.2010 Lake sediment 26 Eur-LakeSilvaplana.Trachsel.2010 Lake sediment 27 Ant-WAIS-Divide.Severinghaus.2012 Borehole 28 Ant-WAIS-Divide.Severinghaus.2012 Borehole 29 Ant-WAIS-Divide.Severinghaus.2012 Borehole 30 Arc-Kongressvatnet.D'Andrea.2012 Lake sediment 31 Arc-Kongressvatnet.D'Andrea.2012 Lake sediment 32 Arc-Kongressvatnet.D'Andrea.2012 Lake sediment 33 Asi-SourthAndMiddleUrals.Demezhko.2007 Borehole 34 Asi-SourthAndMiddleUrals.Demezhko.2007 Borehole 35 Ocn-AlboranSea436B.Nieto-Moreno.2013 Marine sediment 36 Ocn-AlboranSea436B.Nieto-Moreno.2013 Marine sediment 37 Eur-NorthernScandinavia.Esper.2012 Wood 38 Eur-NorthernScandinavia.Esper.2012 Wood 39 Ocn-PedradeLume-CapeVerdeIslands.Moses.2006 Coral 40 Ocn-PedradeLume-CapeVerdeIslands.Moses.2006 Coral name TSID \ 0 year PYTGGLQ9T54 1 d18O Ocean2kHR_018 2 year PYTSOOGT8HT 3 d18O Eur_001 4 year PYTNSKF0DVD 5 temperature Eur_010 6 d18O Ocean2kHR_019 7 year PYTXPC7HUA2 8 year PYTE7VH7UMO 9 d18O Eur_008 10 depth_bottom LPD071f9a58 11 depth_top LPD873b43d0 12 year PYTHS7WC58V 13 temperature LPDb7290ea4 14 temperature LPD47182517 15 year PYTA482M43E 16 Mg_Ca LPDba471ae7 17 Mg_Ca LPDbceb5d84 18 notes LPD6e0eacd1 19 year PYTWVH672OU 20 temperature Eur_006 21 trsgi Eur_020 22 year PYT2K8MIA3N 23 temperature Eur_005 24 year PYTUSB62S0A 25 year PYT1E4X3DDF 26 temperature Eur_002 27 temperature LPDb9285123 28 uncertainty_temperature LPDa7a4074f 29 year PYTAAFWZCUK 30 Uk37 Arc_077 31 temperature Arc_078 32 year PYTOAVDFCGU 33 temperature Asia_230 34 year PYTX5TD5SOT 35 temperature LPD0e0867fe 36 year PYTPD2RJATT 37 MXD Eur_014 38 year PYTECO66XAD 39 d18O Ocean2kHR_107 40 year PYT296KN772 values units proxy 0 [1993.12, 1992.86, 1992.66, 1992.39, 1992.12, ... yr AD None 1 [-3.05, -3.63, -3.53, -3.47, -3.1, -3.45, -3.6... permil None 2 [1935.0, 1932.0, 1930.0, 1929.0, 1929.0, 1928.... yr AD None 3 [-7.49, -7.41, -7.36, -7.15, -7.28, -6.99, -6.... permil None 4 [971.19, 982.672, 991.858, 1001.044, 1010.23, ... yr AD None 5 [15.235, 15.329, 15.264, 15.376, 15.4, 15.129,... degC None 6 [-4.12, -3.82, -3.05, -3.02, -3.62, -3.96, -3.... permil None 7 [1995.583, 1995.417, 1995.25, 1995.083, 1994.9... yr AD None 8 [2000, 1987, 1983, 1978, 1975, 1971, 1967, 196... yr AD None 9 [0.94, 0.8, 0.23, 0.17, 0.51, 0.36, 0.24, 0.4,... permil None 10 [0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, ... cm None 11 [0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, ... cm None 12 [1998, 1987, 1975, 1962, 1949, 1936, 1924, 191... yr AD None 13 [12.94, 10.99, 10.53, 10.44, 11.39, 13.38, 10.... degC None 14 [12.94, 10.99, 10.53, 10.44, 11.39, 13.38, 10.... degC None 15 [1998, 1987, 1975, 1962, 1949, 1936, 1924, 191... yr AD None 16 [2.31, 1.973, 1.901, 1.887, 2.038, 2.394, 1.83... None None 17 [2.31, 1.973, 1.901, 1.887, 2.038, 2.394, 1.83... None None 18 [M200309, M200309, M200309, M200309, M200309, ... None None 19 [1502, 1503, 1504, 1505, 1506, 1507, 1508, 150... yr AD None 20 [-1.7212, -1.6382, -0.6422, 0.1048, -0.7252, -... degC None 21 [-1.612, -0.703, -0.36, -0.767, -0.601, -0.733... None None 22 [1260, 1261, 1262, 1263, 1264, 1265, 1266, 126... yr AD None 23 [14.603, 14.643, 12.074, 13.898, 13.671, 13.41... degC None 24 [2000, 1999, 1998, 1997, 1996, 1995, 1994, 199... yr AD None 25 [1175, 1176, 1177, 1178, 1179, 1180, 1181, 118... yr AD None 26 [0.181707222, 0.111082797, 0.001382129, -0.008... degC None 27 [-29.607, -29.607, -29.606, -29.606, -29.605, ... degC None 28 [1.327, 1.328, 1.328, 1.329, 1.33, 1.33, 1.331... degC None 29 [8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,... yr AD None 30 [-0.65, -0.67, -0.65, -0.67, -0.69, -0.68, -0.... None None 31 [5.9, 5.1, 6.1, 5.3, 4.3, 4.8, 3.8, 4.8, 4.3, ... degC None 32 [2008, 2004, 2000, 1996, 1990, 1987, 1982, 197... yr AD None 33 [0.166, 0.264, 0.354, 0.447, 0.538, 0.62, 0.68... degC None 34 [800, 850, 900, 950, 1000, 1050, 1100, 1150, 1... yr AD None 35 [18.79, 19.38, 19.61, 18.88, 18.74, 19.25, 18.... degC None 36 [1999.07, 1993.12, 1987.17, 1975.26, 1963.36, ... yr AD None 37 [0.46, 1.305, 0.755, -0.1, -0.457, 1.62, 0.765... None None 38 [-138, -137, -136, -135, -134, -133, -132, -13... yr AD None 39 [-3.11, -2.9, -2.88, -2.73, -2.73, -2.84, -2.8... permil None 40 [1928.96, 1929.04, 1929.12, 1929.21, 1929.29, ... yr AD None
- get_variable_properties()[source]
Get a list of all the properties name associated with the dataset. Useful to write custom queries
- Returns:
clean_list – A list of unique variable properties
- Return type:
list
Examples
from pylipd.utils.dataset import load_dir lipd = load_dir() S = lipd.to_lipd_series() l = S.get_variable_properties() print(l)
Loading 16 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done.. ['hasMeanValue', 'hasName', 'measurementMaterial', 'hasStandardVariable', 'foundInTable', 'hasVersion', 'hasNotes', 'hasArchiveType', 'dataType', 'hasMinValue', 'foundInDataset', 'wDSPaleoUrl', 'hasVariableId', 'hasVariableDetail', 'hasMaxValue', 'measurementTableName', 'measurementMethod', 'hasResolution', 'qCCertification', 'hasBasis', 'foundInDatasetName', 'hasValues', 'hasMedianValue', 'paleoDataTableName', 'hasInterpretation', 'useInGlobalTemperatureAnalysis', 'hasUnits', 'pages2kID', 'inferredVariableType', 'measurementTableMD5', 'hasType', 'hasScope', 'iso2kUI', 'hasColumnNumber', 'hasDescription', 'label', 'partOfCompilation', 'sensorGenus', 'hasUncertainty', 'reference', 'detail', 'calibratedVia', 'hasProxy', 'sensorSpecies', 'hasDirection', 'proxyObservationType', 'hasEquation', 'precededBy', 'ocean2kID']
- load(lipd, parallel=False)[source]
Extract Variables from the LiPD object.
- Parameters:
lipd (LiPD) – A LiPD object
Examples
from pylipd.lipd_series import LiPDSeries lipd = LiPD() lipd.load(["https://lipdverse.org/data/LCf20b99dfe8d78840ca60dfb1f832b9ec/1_0_1//Nunalleq.Ledger.2018.lpd"]) lipd_series = lipd.to_lipd_series()
Loading 1 LiPD files
Loaded.. Creating LiPD Series... - Extracting dataset subgraphs
- Extracting variable subgraphs
Done..
LiPD Classes
These classes and associated methods are directly derived from the LinkedEarth Ontology. See the diagram below to understand how the objects are related to each other and what type of objects/strings the various functions will return.
- class pylipd.classes.dataset.Dataset[source]
Auto-generated LinkedEarth class representing Dataset.
Methods
addChangeLog(changeLogs)Add a value to the changeLogs list.
addChronData(chronData)Add a value to the chronData list.
addCreator(creators)Add a value to the creators list.
addFunding(fundings)Add a value to the fundings list.
addInvestigator(investigators)Add a value to the investigators list.
addPaleoData(paleoData)Add a value to the paleoData list.
addPublication(publications)Add a value to the publications list.
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Dataset from an ontology-style data graph.
from_json(data)Instantiate Dataset from its lightweight JSON representation.
Get archiveType.
Get changeLogs list.
Get chronData list.
Get collectionName.
Get collectionYear.
Get compilationNest.
Get contributor.
Get creators list.
Get dataSource.
Get datasetId.
Get fundings list.
Get investigators list.
Get location.
getName()Get name.
getNotes()Get notes.
Get originalDataUrl.
Get paleoData list.
Get publications list.
Get spreadsheetLink.
Get version.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setArchiveType(archiveType)Set archiveType.
setChangeLogs(changeLogs)Set the changeLogs list.
setChronData(chronData)Set the chronData list.
setCollectionName(collectionName)Set collectionName.
setCollectionYear(collectionYear)Set collectionYear.
setCompilationNest(compilationNest)Set compilationNest.
setContributor(contributor)Set contributor.
setCreators(creators)Set the creators list.
setDataSource(dataSource)Set dataSource.
setDatasetId(datasetId)Set datasetId.
setFundings(fundings)Set the fundings list.
setInvestigators(investigators)Set the investigators list.
setLocation(location)Set location.
setName(name)Set name.
setNotes(notes)Set notes.
setOriginalDataUrl(originalDataUrl)Set originalDataUrl.
setPaleoData(paleoData)Set the paleoData list.
setPublications(publications)Set the publications list.
setSpreadsheetLink(spreadsheetLink)Set spreadsheetLink.
setVersion(version)Set version.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- addChangeLog(changeLogs: ChangeLog)[source]
Add a value to the changeLogs list.
- Parameters:
changeLogs (ChangeLog) – The value to append.
- addChronData(chronData: ChronData)[source]
Add a value to the chronData list.
- Parameters:
chronData (ChronData) – The value to append.
- addCreator(creators: Person)[source]
Add a value to the creators list.
- Parameters:
creators (Person) – The value to append.
- addFunding(fundings: Funding)[source]
Add a value to the fundings list.
- Parameters:
fundings (Funding) – The value to append.
- addInvestigator(investigators: Person)[source]
Add a value to the investigators list.
- Parameters:
investigators (Person) – The value to append.
- addPaleoData(paleoData: PaleoData)[source]
Add a value to the paleoData list.
- Parameters:
paleoData (PaleoData) – The value to append.
- addPublication(publications: Publication)[source]
Add a value to the publications list.
- Parameters:
publications (Publication) – The value to append.
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Dataset[source]
Instantiate Dataset from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Dataset instance.
- Return type:
- static from_json(data) Dataset[source]
Instantiate Dataset from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Dataset instance.
- Return type:
- getArchiveType() ArchiveType[source]
Get archiveType.
- Returns:
The current value of archiveType.
- Return type:
- getChangeLogs() list[ChangeLog][source]
Get changeLogs list.
- Returns:
A list of ChangeLog objects.
- Return type:
list[ChangeLog]
- getChronData() list[ChronData][source]
Get chronData list.
- Returns:
A list of ChronData objects.
- Return type:
list[ChronData]
- getCollectionName() str[source]
Get collectionName.
- Returns:
The current value of collectionName.
- Return type:
str
- getCollectionYear() str[source]
Get collectionYear.
- Returns:
The current value of collectionYear.
- Return type:
str
- getCompilationNest() str[source]
Get compilationNest.
- Returns:
The current value of compilationNest.
- Return type:
str
- getContributor() Person[source]
Get contributor.
- Returns:
The current value of contributor.
- Return type:
- getCreators() list[Person][source]
Get creators list.
- Returns:
A list of Person objects.
- Return type:
list[Person]
- getDataSource() str[source]
Get dataSource.
- Returns:
The current value of dataSource.
- Return type:
str
- getDatasetId() str[source]
Get datasetId.
- Returns:
The current value of datasetId.
- Return type:
str
- getFundings() list[Funding][source]
Get fundings list.
- Returns:
A list of Funding objects.
- Return type:
list[Funding]
- getInvestigators() list[Person][source]
Get investigators list.
- Returns:
A list of Person objects.
- Return type:
list[Person]
- getOriginalDataUrl() str[source]
Get originalDataUrl.
- Returns:
The current value of originalDataUrl.
- Return type:
str
- getPaleoData() list[PaleoData][source]
Get paleoData list.
- Returns:
A list of PaleoData objects.
- Return type:
list[PaleoData]
- getPublications() list[Publication][source]
Get publications list.
- Returns:
A list of Publication objects.
- Return type:
list[Publication]
- getSpreadsheetLink() str[source]
Get spreadsheetLink.
- Returns:
The current value of spreadsheetLink.
- Return type:
str
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setArchiveType(archiveType: ArchiveType)[source]
Set archiveType.
- Parameters:
archiveType (ArchiveType) – The value to assign.
- setChangeLogs(changeLogs: list[ChangeLog])[source]
Set the changeLogs list.
- Parameters:
changeLogs (list[ChangeLog]) – The list to assign.
- setChronData(chronData: list[ChronData])[source]
Set the chronData list.
- Parameters:
chronData (list[ChronData]) – The list to assign.
- setCollectionName(collectionName: str)[source]
Set collectionName.
- Parameters:
collectionName (str) – The value to assign.
- setCollectionYear(collectionYear: str)[source]
Set collectionYear.
- Parameters:
collectionYear (str) – The value to assign.
- setCompilationNest(compilationNest: str)[source]
Set compilationNest.
- Parameters:
compilationNest (str) – The value to assign.
- setContributor(contributor: Person)[source]
Set contributor.
- Parameters:
contributor (Person) – The value to assign.
- setCreators(creators: list[Person])[source]
Set the creators list.
- Parameters:
creators (list[Person]) – The list to assign.
- setDataSource(dataSource: str)[source]
Set dataSource.
- Parameters:
dataSource (str) – The value to assign.
- setDatasetId(datasetId: str)[source]
Set datasetId.
- Parameters:
datasetId (str) – The value to assign.
- setFundings(fundings: list[Funding])[source]
Set the fundings list.
- Parameters:
fundings (list[Funding]) – The list to assign.
- setInvestigators(investigators: list[Person])[source]
Set the investigators list.
- Parameters:
investigators (list[Person]) – The list to assign.
- setLocation(location: Location)[source]
Set location.
- Parameters:
location (Location) – The value to assign.
- setOriginalDataUrl(originalDataUrl: str)[source]
Set originalDataUrl.
- Parameters:
originalDataUrl (str) – The value to assign.
- setPaleoData(paleoData: list[PaleoData])[source]
Set the paleoData list.
- Parameters:
paleoData (list[PaleoData]) – The list to assign.
- setPublications(publications: list[Publication])[source]
Set the publications list.
- Parameters:
publications (list[Publication]) – The list to assign.
- setSpreadsheetLink(spreadsheetLink: str)[source]
Set spreadsheetLink.
- Parameters:
spreadsheetLink (str) – The value to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.paleodata.PaleoData[source]
Auto-generated LinkedEarth class representing PaleoData.
Methods
addMeasurementTable(measurementTables)Add a value to the measurementTables list.
addModeledBy(modeledBy)Add a value to the modeledBy list.
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate PaleoData from an ontology-style data graph.
from_json(data)Instantiate PaleoData from its lightweight JSON representation.
Get measurementTables list.
Get modeledBy list.
getName()Get name.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setMeasurementTables(measurementTables)Set the measurementTables list.
setModeledBy(modeledBy)Set the modeledBy list.
setName(name)Set name.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- addMeasurementTable(measurementTables: DataTable)[source]
Add a value to the measurementTables list.
- Parameters:
measurementTables (DataTable) – The value to append.
- addModeledBy(modeledBy: Model)[source]
Add a value to the modeledBy list.
- Parameters:
modeledBy (Model) – The value to append.
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) PaleoData[source]
Instantiate PaleoData from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated PaleoData instance.
- Return type:
- static from_json(data) PaleoData[source]
Instantiate PaleoData from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated PaleoData instance.
- Return type:
- getMeasurementTables() list[DataTable][source]
Get measurementTables list.
- Returns:
A list of DataTable objects.
- Return type:
list[DataTable]
- getModeledBy() list[Model][source]
Get modeledBy list.
- Returns:
A list of Model objects.
- Return type:
list[Model]
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setMeasurementTables(measurementTables: list[DataTable])[source]
Set the measurementTables list.
- Parameters:
measurementTables (list[DataTable]) – The list to assign.
- setModeledBy(modeledBy: list[Model])[source]
Set the modeledBy list.
- Parameters:
modeledBy (list[Model]) – The list to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.chrondata.ChronData[source]
Auto-generated LinkedEarth class representing ChronData.
Methods
addMeasurementTable(measurementTables)Add a value to the measurementTables list.
addModeledBy(modeledBy)Add a value to the modeledBy list.
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate ChronData from an ontology-style data graph.
from_json(data)Instantiate ChronData from its lightweight JSON representation.
Get measurementTables list.
Get modeledBy list.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setMeasurementTables(measurementTables)Set the measurementTables list.
setModeledBy(modeledBy)Set the modeledBy list.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- addMeasurementTable(measurementTables: DataTable)[source]
Add a value to the measurementTables list.
- Parameters:
measurementTables (DataTable) – The value to append.
- addModeledBy(modeledBy: Model)[source]
Add a value to the modeledBy list.
- Parameters:
modeledBy (Model) – The value to append.
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) ChronData[source]
Instantiate ChronData from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated ChronData instance.
- Return type:
- static from_json(data) ChronData[source]
Instantiate ChronData from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated ChronData instance.
- Return type:
- getMeasurementTables() list[DataTable][source]
Get measurementTables list.
- Returns:
A list of DataTable objects.
- Return type:
list[DataTable]
- getModeledBy() list[Model][source]
Get modeledBy list.
- Returns:
A list of Model objects.
- Return type:
list[Model]
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setMeasurementTables(measurementTables: list[DataTable])[source]
Set the measurementTables list.
- Parameters:
measurementTables (list[DataTable]) – The list to assign.
- setModeledBy(modeledBy: list[Model])[source]
Set the modeledBy list.
- Parameters:
modeledBy (list[Model]) – The list to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.datatable.DataTable[source]
Auto-generated LinkedEarth class representing DataTable.
Methods
addVariable(variables)Add a value to the variables list.
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate DataTable from an ontology-style data graph.
from_json(data)Instantiate DataTable from its lightweight JSON representation.
getDataFrame([use_standard_names])Get fileName.
Get missingValue.
Get variables list.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setFileName(fileName)Set fileName.
setMissingValue(missingValue)Set missingValue.
setVariables(variables)Set the variables list.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
setDataFrame
- addVariable(variables: Variable)[source]
Add a value to the variables list.
- Parameters:
variables (Variable) – The value to append.
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) DataTable[source]
Instantiate DataTable from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated DataTable instance.
- Return type:
- static from_json(data) DataTable[source]
Instantiate DataTable from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated DataTable instance.
- Return type:
- getMissingValue() str[source]
Get missingValue.
- Returns:
The current value of missingValue.
- Return type:
str
- getVariables() list[Variable][source]
Get variables list.
- Returns:
A list of Variable objects.
- Return type:
list[Variable]
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setMissingValue(missingValue: str)[source]
Set missingValue.
- Parameters:
missingValue (str) – The value to assign.
- setVariables(variables: list[Variable])[source]
Set the variables list.
- Parameters:
variables (list[Variable]) – The list to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.variable.Variable[source]
Auto-generated LinkedEarth class representing Variable.
Methods
addCalibratedVia(calibratedVias)Add a value to the calibratedVias list.
addInterpretation(interpretations)Add a value to the interpretations list.
addPartOfCompilation(partOfCompilations)Add a value to the partOfCompilations list.
addPhysicalSample(physicalSamples)Add a value to the physicalSamples list.
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Variable from an ontology-style data graph.
from_json(data)Instantiate Variable from its lightweight JSON representation.
Get archiveType.
Get calibratedVias list.
Get columnNumber.
Get description.
Get foundInDataset.
Get foundInTable.
Get instrument.
Get interpretations list.
Get maxValue.
Get meanValue.
Get medianValue.
Get minValue.
Get missingValue.
getName()Get name.
getNotes()Get notes.
Get partOfCompilations list.
Get physicalSamples list.
getProxy()Get proxy.
Get proxyGeneral.
Get resolution.
Get standardVariable.
Get uncertainty.
Get uncertaintyAnalytical.
Get uncertaintyReproducibility.
getUnits()Get units.
Get values.
Get variableId.
Get variableType.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
Get composite.
Get primary.
setArchiveType(archiveType)Set archiveType.
setCalibratedVias(calibratedVias)Set the calibratedVias list.
setColumnNumber(columnNumber)Set columnNumber.
setComposite(composite)Set composite.
setDescription(description)Set description.
setFoundInDataset(foundInDataset)Set foundInDataset.
setFoundInTable(foundInTable)Set foundInTable.
setInstrument(instrument)Set instrument.
setInterpretations(interpretations)Set the interpretations list.
setMaxValue(maxValue)Set maxValue.
setMeanValue(meanValue)Set meanValue.
setMedianValue(medianValue)Set medianValue.
setMinValue(minValue)Set minValue.
setMissingValue(missingValue)Set missingValue.
setName(name)Set name.
setNotes(notes)Set notes.
setPartOfCompilations(partOfCompilations)Set the partOfCompilations list.
setPhysicalSamples(physicalSamples)Set the physicalSamples list.
setPrimary(primary)Set primary.
setProxy(proxy)Set proxy.
setProxyGeneral(proxyGeneral)Set proxyGeneral.
setResolution(resolution)Set resolution.
setStandardVariable(standardVariable)Set standardVariable.
setUncertainty(uncertainty)Set uncertainty.
setUncertaintyAnalytical(uncertaintyAnalytical)Set uncertaintyAnalytical.
Set uncertaintyReproducibility.
setUnits(units)Set units.
setValues(values)Set values.
setVariableId(variableId)Set variableId.
setVariableType(variableType)Set variableType.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- addCalibratedVia(calibratedVias: Calibration)[source]
Add a value to the calibratedVias list.
- Parameters:
calibratedVias (Calibration) – The value to append.
- addInterpretation(interpretations: Interpretation)[source]
Add a value to the interpretations list.
- Parameters:
interpretations (Interpretation) – The value to append.
- addPartOfCompilation(partOfCompilations: Compilation)[source]
Add a value to the partOfCompilations list.
- Parameters:
partOfCompilations (Compilation) – The value to append.
- addPhysicalSample(physicalSamples: PhysicalSample)[source]
Add a value to the physicalSamples list.
- Parameters:
physicalSamples (PhysicalSample) – The value to append.
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Variable[source]
Instantiate Variable from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Variable instance.
- Return type:
- static from_json(data) Variable[source]
Instantiate Variable from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Variable instance.
- Return type:
- getArchiveType() ArchiveType[source]
Get archiveType.
- Returns:
The current value of archiveType.
- Return type:
- getCalibratedVias() list[Calibration][source]
Get calibratedVias list.
- Returns:
A list of Calibration objects.
- Return type:
list[Calibration]
- getColumnNumber() int[source]
Get columnNumber.
- Returns:
The current value of columnNumber.
- Return type:
int
- getDescription() str[source]
Get description.
- Returns:
The current value of description.
- Return type:
str
- getFoundInDataset() object[source]
Get foundInDataset.
- Returns:
The current value of foundInDataset.
- Return type:
object
- getFoundInTable() object[source]
Get foundInTable.
- Returns:
The current value of foundInTable.
- Return type:
object
- getInstrument() object[source]
Get instrument.
- Returns:
The current value of instrument.
- Return type:
object
- getInterpretations() list[Interpretation][source]
Get interpretations list.
- Returns:
A list of Interpretation objects.
- Return type:
list[Interpretation]
- getMaxValue() float[source]
Get maxValue.
- Returns:
The current value of maxValue.
- Return type:
float
- getMeanValue() float[source]
Get meanValue.
- Returns:
The current value of meanValue.
- Return type:
float
- getMedianValue() float[source]
Get medianValue.
- Returns:
The current value of medianValue.
- Return type:
float
- getMinValue() float[source]
Get minValue.
- Returns:
The current value of minValue.
- Return type:
float
- getMissingValue() str[source]
Get missingValue.
- Returns:
The current value of missingValue.
- Return type:
str
- getPartOfCompilations() list[Compilation][source]
Get partOfCompilations list.
- Returns:
A list of Compilation objects.
- Return type:
list[Compilation]
- getPhysicalSamples() list[PhysicalSample][source]
Get physicalSamples list.
- Returns:
A list of PhysicalSample objects.
- Return type:
list[PhysicalSample]
- getProxy() PaleoProxy[source]
Get proxy.
- Returns:
The current value of proxy.
- Return type:
- getProxyGeneral() PaleoProxyGeneral[source]
Get proxyGeneral.
- Returns:
The current value of proxyGeneral.
- Return type:
- getResolution() Resolution[source]
Get resolution.
- Returns:
The current value of resolution.
- Return type:
- getStandardVariable() PaleoVariable[source]
Get standardVariable.
- Returns:
The current value of standardVariable.
- Return type:
- getUncertainty() str[source]
Get uncertainty.
- Returns:
The current value of uncertainty.
- Return type:
str
- getUncertaintyAnalytical() str[source]
Get uncertaintyAnalytical.
- Returns:
The current value of uncertaintyAnalytical.
- Return type:
str
- getUncertaintyReproducibility() str[source]
Get uncertaintyReproducibility.
- Returns:
The current value of uncertaintyReproducibility.
- Return type:
str
- getUnits() PaleoUnit[source]
Get units.
- Returns:
The current value of units.
- Return type:
PaleoUnit
- getVariableId() str[source]
Get variableId.
- Returns:
The current value of variableId.
- Return type:
str
- getVariableType() str[source]
Get variableType.
- Returns:
The current value of variableType.
- Return type:
str
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- isComposite() bool[source]
Get composite.
- Returns:
The current value of composite.
- Return type:
bool
- setArchiveType(archiveType: ArchiveType)[source]
Set archiveType.
- Parameters:
archiveType (ArchiveType) – The value to assign.
- setCalibratedVias(calibratedVias: list[Calibration])[source]
Set the calibratedVias list.
- Parameters:
calibratedVias (list[Calibration]) – The list to assign.
- setColumnNumber(columnNumber: int)[source]
Set columnNumber.
- Parameters:
columnNumber (int) – The value to assign.
- setComposite(composite: bool)[source]
Set composite.
- Parameters:
composite (bool) – The value to assign.
- setDescription(description: str)[source]
Set description.
- Parameters:
description (str) – The value to assign.
- setFoundInDataset(foundInDataset: object)[source]
Set foundInDataset.
- Parameters:
foundInDataset (object) – The value to assign.
- setFoundInTable(foundInTable: object)[source]
Set foundInTable.
- Parameters:
foundInTable (object) – The value to assign.
- setInstrument(instrument: object)[source]
Set instrument.
- Parameters:
instrument (object) – The value to assign.
- setInterpretations(interpretations: list[Interpretation])[source]
Set the interpretations list.
- Parameters:
interpretations (list[Interpretation]) – The list to assign.
- setMaxValue(maxValue: float)[source]
Set maxValue.
- Parameters:
maxValue (float) – The value to assign.
- setMeanValue(meanValue: float)[source]
Set meanValue.
- Parameters:
meanValue (float) – The value to assign.
- setMedianValue(medianValue: float)[source]
Set medianValue.
- Parameters:
medianValue (float) – The value to assign.
- setMinValue(minValue: float)[source]
Set minValue.
- Parameters:
minValue (float) – The value to assign.
- setMissingValue(missingValue: str)[source]
Set missingValue.
- Parameters:
missingValue (str) – The value to assign.
- setPartOfCompilations(partOfCompilations: list[Compilation])[source]
Set the partOfCompilations list.
- Parameters:
partOfCompilations (list[Compilation]) – The list to assign.
- setPhysicalSamples(physicalSamples: list[PhysicalSample])[source]
Set the physicalSamples list.
- Parameters:
physicalSamples (list[PhysicalSample]) – The list to assign.
- setProxy(proxy: PaleoProxy)[source]
Set proxy.
- Parameters:
proxy (PaleoProxy) – The value to assign.
- setProxyGeneral(proxyGeneral: PaleoProxyGeneral)[source]
Set proxyGeneral.
- Parameters:
proxyGeneral (PaleoProxyGeneral) – The value to assign.
- setResolution(resolution: Resolution)[source]
Set resolution.
- Parameters:
resolution (Resolution) – The value to assign.
- setStandardVariable(standardVariable: PaleoVariable)[source]
Set standardVariable.
- Parameters:
standardVariable (PaleoVariable) – The value to assign.
- setUncertainty(uncertainty: str)[source]
Set uncertainty.
- Parameters:
uncertainty (str) – The value to assign.
- setUncertaintyAnalytical(uncertaintyAnalytical: str)[source]
Set uncertaintyAnalytical.
- Parameters:
uncertaintyAnalytical (str) – The value to assign.
- setUncertaintyReproducibility(uncertaintyReproducibility: str)[source]
Set uncertaintyReproducibility.
- Parameters:
uncertaintyReproducibility (str) – The value to assign.
- setVariableId(variableId: str)[source]
Set variableId.
- Parameters:
variableId (str) – The value to assign.
- setVariableType(variableType: str)[source]
Set variableType.
- Parameters:
variableType (str) – The value to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.calibration.Calibration[source]
Auto-generated LinkedEarth class representing Calibration.
Methods
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Calibration from an ontology-style data graph.
from_json(data)Instantiate Calibration from its lightweight JSON representation.
getDOI()Get dOI.
Get datasetRange.
Get equation.
Get equationIntercept.
Get equationR2.
Get equationSlope.
Get equationSlopeUncertainty.
Get method.
Get methodDetail.
getNotes()Get notes.
Get proxyDataset.
Get seasonality.
Get targetDataset.
Get uncertainty.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setDOI(dOI)Set dOI.
setDatasetRange(datasetRange)Set datasetRange.
setEquation(equation)Set equation.
setEquationIntercept(equationIntercept)Set equationIntercept.
setEquationR2(equationR2)Set equationR2.
setEquationSlope(equationSlope)Set equationSlope.
Set equationSlopeUncertainty.
setMethod(method)Set method.
setMethodDetail(methodDetail)Set methodDetail.
setNotes(notes)Set notes.
setProxyDataset(proxyDataset)Set proxyDataset.
setSeasonality(seasonality)Set seasonality.
setTargetDataset(targetDataset)Set targetDataset.
setUncertainty(uncertainty)Set uncertainty.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Calibration[source]
Instantiate Calibration from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Calibration instance.
- Return type:
- static from_json(data) Calibration[source]
Instantiate Calibration from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Calibration instance.
- Return type:
- getDatasetRange() str[source]
Get datasetRange.
- Returns:
The current value of datasetRange.
- Return type:
str
- getEquationIntercept() str[source]
Get equationIntercept.
- Returns:
The current value of equationIntercept.
- Return type:
str
- getEquationR2() str[source]
Get equationR2.
- Returns:
The current value of equationR2.
- Return type:
str
- getEquationSlope() str[source]
Get equationSlope.
- Returns:
The current value of equationSlope.
- Return type:
str
- getEquationSlopeUncertainty() str[source]
Get equationSlopeUncertainty.
- Returns:
The current value of equationSlopeUncertainty.
- Return type:
str
- getMethodDetail() str[source]
Get methodDetail.
- Returns:
The current value of methodDetail.
- Return type:
str
- getProxyDataset() str[source]
Get proxyDataset.
- Returns:
The current value of proxyDataset.
- Return type:
str
- getSeasonality() str[source]
Get seasonality.
- Returns:
The current value of seasonality.
- Return type:
str
- getTargetDataset() str[source]
Get targetDataset.
- Returns:
The current value of targetDataset.
- Return type:
str
- getUncertainty() str[source]
Get uncertainty.
- Returns:
The current value of uncertainty.
- Return type:
str
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setDatasetRange(datasetRange: str)[source]
Set datasetRange.
- Parameters:
datasetRange (str) – The value to assign.
- setEquationIntercept(equationIntercept: str)[source]
Set equationIntercept.
- Parameters:
equationIntercept (str) – The value to assign.
- setEquationR2(equationR2: str)[source]
Set equationR2.
- Parameters:
equationR2 (str) – The value to assign.
- setEquationSlope(equationSlope: str)[source]
Set equationSlope.
- Parameters:
equationSlope (str) – The value to assign.
- setEquationSlopeUncertainty(equationSlopeUncertainty: str)[source]
Set equationSlopeUncertainty.
- Parameters:
equationSlopeUncertainty (str) – The value to assign.
- setMethodDetail(methodDetail: str)[source]
Set methodDetail.
- Parameters:
methodDetail (str) – The value to assign.
- setProxyDataset(proxyDataset: str)[source]
Set proxyDataset.
- Parameters:
proxyDataset (str) – The value to assign.
- setSeasonality(seasonality: str)[source]
Set seasonality.
- Parameters:
seasonality (str) – The value to assign.
- setTargetDataset(targetDataset: str)[source]
Set targetDataset.
- Parameters:
targetDataset (str) – The value to assign.
- setUncertainty(uncertainty: str)[source]
Set uncertainty.
- Parameters:
uncertainty (str) – The value to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.uncertainty.Uncertainty[source]
Methods
add_non_standard_property
from_data
from_json
getUncertaintyType
get_all_non_standard_properties
get_non_standard_property
setUncertaintyType
set_non_standard_property
to_data
to_json
- static from_data(id, data) Uncertainty[source]
- static from_json(data) Uncertainty[source]
- class pylipd.classes.interpretation.Interpretation[source]
Auto-generated LinkedEarth class representing Interpretation.
Methods
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Interpretation from an ontology-style data graph.
from_json(data)Instantiate Interpretation from its lightweight JSON representation.
getBasis()Get basis.
Get direction.
Get mathematicalRelation.
getNotes()Get notes.
getRank()Get rank.
getScope()Get scope.
Get seasonality.
Get seasonalityGeneral.
Get seasonalityOriginal.
Get variable.
Get variableDetail.
Get variableGeneral.
Get variableGeneralDirection.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
isLocal()Get local.
setBasis(basis)Set basis.
setDirection(direction)Set direction.
setLocal(local)Set local.
setMathematicalRelation(mathematicalRelation)Set mathematicalRelation.
setNotes(notes)Set notes.
setRank(rank)Set rank.
setScope(scope)Set scope.
setSeasonality(seasonality)Set seasonality.
setSeasonalityGeneral(seasonalityGeneral)Set seasonalityGeneral.
setSeasonalityOriginal(seasonalityOriginal)Set seasonalityOriginal.
setVariable(variable)Set variable.
setVariableDetail(variableDetail)Set variableDetail.
setVariableGeneral(variableGeneral)Set variableGeneral.
Set variableGeneralDirection.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Interpretation[source]
Instantiate Interpretation from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Interpretation instance.
- Return type:
- static from_json(data) Interpretation[source]
Instantiate Interpretation from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Interpretation instance.
- Return type:
- getDirection() str[source]
Get direction.
- Returns:
The current value of direction.
- Return type:
str
- getMathematicalRelation() str[source]
Get mathematicalRelation.
- Returns:
The current value of mathematicalRelation.
- Return type:
str
- getSeasonality() InterpretationSeasonality[source]
Get seasonality.
- Returns:
The current value of seasonality.
- Return type:
- getSeasonalityGeneral() InterpretationSeasonality[source]
Get seasonalityGeneral.
- Returns:
The current value of seasonalityGeneral.
- Return type:
- getSeasonalityOriginal() InterpretationSeasonality[source]
Get seasonalityOriginal.
- Returns:
The current value of seasonalityOriginal.
- Return type:
- getVariable() InterpretationVariable[source]
Get variable.
- Returns:
The current value of variable.
- Return type:
- getVariableDetail() str[source]
Get variableDetail.
- Returns:
The current value of variableDetail.
- Return type:
str
- getVariableGeneral() str[source]
Get variableGeneral.
- Returns:
The current value of variableGeneral.
- Return type:
str
- getVariableGeneralDirection() str[source]
Get variableGeneralDirection.
- Returns:
The current value of variableGeneralDirection.
- Return type:
str
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setDirection(direction: str)[source]
Set direction.
- Parameters:
direction (str) – The value to assign.
- setMathematicalRelation(mathematicalRelation: str)[source]
Set mathematicalRelation.
- Parameters:
mathematicalRelation (str) – The value to assign.
- setSeasonality(seasonality: InterpretationSeasonality)[source]
Set seasonality.
- Parameters:
seasonality (InterpretationSeasonality) – The value to assign.
- setSeasonalityGeneral(seasonalityGeneral: InterpretationSeasonality)[source]
Set seasonalityGeneral.
- Parameters:
seasonalityGeneral (InterpretationSeasonality) – The value to assign.
- setSeasonalityOriginal(seasonalityOriginal: InterpretationSeasonality)[source]
Set seasonalityOriginal.
- Parameters:
seasonalityOriginal (InterpretationSeasonality) – The value to assign.
- setVariable(variable: InterpretationVariable)[source]
Set variable.
- Parameters:
variable (InterpretationVariable) – The value to assign.
- setVariableDetail(variableDetail: str)[source]
Set variableDetail.
- Parameters:
variableDetail (str) – The value to assign.
- setVariableGeneral(variableGeneral: str)[source]
Set variableGeneral.
- Parameters:
variableGeneral (str) – The value to assign.
- setVariableGeneralDirection(variableGeneralDirection: str)[source]
Set variableGeneralDirection.
- Parameters:
variableGeneralDirection (str) – The value to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.changelog.ChangeLog[source]
Auto-generated LinkedEarth class representing ChangeLog.
Methods
addChanges(changess)Add a value to the changess list.
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate ChangeLog from an ontology-style data graph.
from_json(data)Instantiate ChangeLog from its lightweight JSON representation.
Get changess list.
Get curator.
Get lastVersion.
getNotes()Get notes.
Get timestamp.
Get version.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setChangess(changess)Set the changess list.
setCurator(curator)Set curator.
setLastVersion(lastVersion)Set lastVersion.
setNotes(notes)Set notes.
setTimestamp(timestamp)Set timestamp.
setVersion(version)Set version.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- addChanges(changess: Change)[source]
Add a value to the changess list.
- Parameters:
changess (Change) – The value to append.
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) ChangeLog[source]
Instantiate ChangeLog from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated ChangeLog instance.
- Return type:
- static from_json(data) ChangeLog[source]
Instantiate ChangeLog from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated ChangeLog instance.
- Return type:
- getChangess() list[Change][source]
Get changess list.
- Returns:
A list of Change objects.
- Return type:
list[Change]
- getLastVersion() str[source]
Get lastVersion.
- Returns:
The current value of lastVersion.
- Return type:
str
- getTimestamp() str[source]
Get timestamp.
- Returns:
The current value of timestamp.
- Return type:
str
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setChangess(changess: list[Change])[source]
Set the changess list.
- Parameters:
changess (list[Change]) – The list to assign.
- setLastVersion(lastVersion: str)[source]
Set lastVersion.
- Parameters:
lastVersion (str) – The value to assign.
- setTimestamp(timestamp: str)[source]
Set timestamp.
- Parameters:
timestamp (str) – The value to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.funding.Funding[source]
Auto-generated LinkedEarth class representing Funding.
Methods
addGrant(grants)Add a value to the grants list.
addInvestigator(investigators)Add a value to the investigators list.
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Funding from an ontology-style data graph.
from_json(data)Instantiate Funding from its lightweight JSON representation.
Get fundingAgency.
Get fundingCountry.
Get grants list.
Get investigators list.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setFundingAgency(fundingAgency)Set fundingAgency.
setFundingCountry(fundingCountry)Set fundingCountry.
setGrants(grants)Set the grants list.
setInvestigators(investigators)Set the investigators list.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- addGrant(grants: str)[source]
Add a value to the grants list.
- Parameters:
grants (str) – The value to append.
- addInvestigator(investigators: Person)[source]
Add a value to the investigators list.
- Parameters:
investigators (Person) – The value to append.
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Funding[source]
Instantiate Funding from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Funding instance.
- Return type:
- static from_json(data) Funding[source]
Instantiate Funding from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Funding instance.
- Return type:
- getFundingAgency() str[source]
Get fundingAgency.
- Returns:
The current value of fundingAgency.
- Return type:
str
- getFundingCountry() str[source]
Get fundingCountry.
- Returns:
The current value of fundingCountry.
- Return type:
str
- getGrants() list[str][source]
Get grants list.
- Returns:
A list of str objects.
- Return type:
list[str]
- getInvestigators() list[Person][source]
Get investigators list.
- Returns:
A list of Person objects.
- Return type:
list[Person]
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setFundingAgency(fundingAgency: str)[source]
Set fundingAgency.
- Parameters:
fundingAgency (str) – The value to assign.
- setFundingCountry(fundingCountry: str)[source]
Set fundingCountry.
- Parameters:
fundingCountry (str) – The value to assign.
- setGrants(grants: list[str])[source]
Set the grants list.
- Parameters:
grants (list[str]) – The list to assign.
- setInvestigators(investigators: list[Person])[source]
Set the investigators list.
- Parameters:
investigators (list[Person]) – The list to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.location.Location[source]
Auto-generated LinkedEarth class representing Location.
Methods
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Location from an ontology-style data graph.
from_json(data)Instantiate Location from its lightweight JSON representation.
Get continent.
Get coordinates.
Get coordinatesFor.
Get country.
Get countryOcean.
Get description.
Get elevation.
Get geometryType.
Get latitude.
Get locationName.
Get locationType.
Get longitude.
getNotes()Get notes.
getOcean()Get ocean.
Get siteName.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setContinent(continent)Set continent.
setCoordinates(coordinates)Set coordinates.
setCoordinatesFor(coordinatesFor)Set coordinatesFor.
setCountry(country)Set country.
setCountryOcean(countryOcean)Set countryOcean.
setDescription(description)Set description.
setElevation(elevation)Set elevation.
setGeometryType(geometryType)Set geometryType.
setLatitude(latitude)Set latitude.
setLocationName(locationName)Set locationName.
setLocationType(locationType)Set locationType.
setLongitude(longitude)Set longitude.
setNotes(notes)Set notes.
setOcean(ocean)Set ocean.
setSiteName(siteName)Set siteName.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Location[source]
Instantiate Location from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Location instance.
- Return type:
- static from_json(data) Location[source]
Instantiate Location from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Location instance.
- Return type:
- getContinent() str[source]
Get continent.
- Returns:
The current value of continent.
- Return type:
str
- getCoordinates() str[source]
Get coordinates.
- Returns:
The current value of coordinates.
- Return type:
str
- getCoordinatesFor() object[source]
Get coordinatesFor.
- Returns:
The current value of coordinatesFor.
- Return type:
object
- getCountryOcean() str[source]
Get countryOcean.
- Returns:
The current value of countryOcean.
- Return type:
str
- getDescription() str[source]
Get description.
- Returns:
The current value of description.
- Return type:
str
- getElevation() str[source]
Get elevation.
- Returns:
The current value of elevation.
- Return type:
str
- getGeometryType() str[source]
Get geometryType.
- Returns:
The current value of geometryType.
- Return type:
str
- getLocationName() str[source]
Get locationName.
- Returns:
The current value of locationName.
- Return type:
str
- getLocationType() str[source]
Get locationType.
- Returns:
The current value of locationType.
- Return type:
str
- getLongitude() str[source]
Get longitude.
- Returns:
The current value of longitude.
- Return type:
str
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setContinent(continent: str)[source]
Set continent.
- Parameters:
continent (str) – The value to assign.
- setCoordinates(coordinates: str)[source]
Set coordinates.
- Parameters:
coordinates (str) – The value to assign.
- setCoordinatesFor(coordinatesFor: object)[source]
Set coordinatesFor.
- Parameters:
coordinatesFor (object) – The value to assign.
- setCountryOcean(countryOcean: str)[source]
Set countryOcean.
- Parameters:
countryOcean (str) – The value to assign.
- setDescription(description: str)[source]
Set description.
- Parameters:
description (str) – The value to assign.
- setElevation(elevation: str)[source]
Set elevation.
- Parameters:
elevation (str) – The value to assign.
- setGeometryType(geometryType: str)[source]
Set geometryType.
- Parameters:
geometryType (str) – The value to assign.
- setLocationName(locationName: str)[source]
Set locationName.
- Parameters:
locationName (str) – The value to assign.
- setLocationType(locationType: str)[source]
Set locationType.
- Parameters:
locationType (str) – The value to assign.
- setLongitude(longitude: str)[source]
Set longitude.
- Parameters:
longitude (str) – The value to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.model.Model[source]
Auto-generated LinkedEarth class representing Model.
Methods
addDistributionTable(distributionTables)Add a value to the distributionTables list.
addEnsembleTable(ensembleTables)Add a value to the ensembleTables list.
addSummaryTable(summaryTables)Add a value to the summaryTables list.
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Model from an ontology-style data graph.
from_json(data)Instantiate Model from its lightweight JSON representation.
getCode()Get code.
Get distributionTables list.
Get ensembleTables list.
Get summaryTables list.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setCode(code)Set code.
setDistributionTables(distributionTables)Set the distributionTables list.
setEnsembleTables(ensembleTables)Set the ensembleTables list.
setSummaryTables(summaryTables)Set the summaryTables list.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- addDistributionTable(distributionTables: DataTable)[source]
Add a value to the distributionTables list.
- Parameters:
distributionTables (DataTable) – The value to append.
- addEnsembleTable(ensembleTables: DataTable)[source]
Add a value to the ensembleTables list.
- Parameters:
ensembleTables (DataTable) – The value to append.
- addSummaryTable(summaryTables: DataTable)[source]
Add a value to the summaryTables list.
- Parameters:
summaryTables (DataTable) – The value to append.
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Model[source]
Instantiate Model from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Model instance.
- Return type:
- static from_json(data) Model[source]
Instantiate Model from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Model instance.
- Return type:
- getDistributionTables() list[DataTable][source]
Get distributionTables list.
- Returns:
A list of DataTable objects.
- Return type:
list[DataTable]
- getEnsembleTables() list[DataTable][source]
Get ensembleTables list.
- Returns:
A list of DataTable objects.
- Return type:
list[DataTable]
- getSummaryTables() list[DataTable][source]
Get summaryTables list.
- Returns:
A list of DataTable objects.
- Return type:
list[DataTable]
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setDistributionTables(distributionTables: list[DataTable])[source]
Set the distributionTables list.
- Parameters:
distributionTables (list[DataTable]) – The list to assign.
- setEnsembleTables(ensembleTables: list[DataTable])[source]
Set the ensembleTables list.
- Parameters:
ensembleTables (list[DataTable]) – The list to assign.
- setSummaryTables(summaryTables: list[DataTable])[source]
Set the summaryTables list.
- Parameters:
summaryTables (list[DataTable]) – The list to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.publication.Publication[source]
Auto-generated LinkedEarth class representing Publication.
Methods
addAuthor(authors)Add a value to the authors list.
addDataUrl(dataUrls)Add a value to the dataUrls list.
addUrl(urls)Add a value to the urls list.
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Publication from an ontology-style data graph.
from_json(data)Instantiate Publication from its lightweight JSON representation.
Get abstract.
Get authors list.
Get citation.
Get citeKey.
getDOI()Get dOI.
Get dataUrls list.
Get firstAuthor.
Get institution.
getIssue()Get issue.
Get journal.
getPages()Get pages.
Get publicationType.
Get publisher.
Get report.
getTitle()Get title.
getUrls()Get urls list.
Get volume.
getYear()Get year.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setAbstract(abstract)Set abstract.
setAuthors(authors)Set the authors list.
setCitation(citation)Set citation.
setCiteKey(citeKey)Set citeKey.
setDOI(dOI)Set dOI.
setDataUrls(dataUrls)Set the dataUrls list.
setFirstAuthor(firstAuthor)Set firstAuthor.
setInstitution(institution)Set institution.
setIssue(issue)Set issue.
setJournal(journal)Set journal.
setPages(pages)Set pages.
setPublicationType(publicationType)Set publicationType.
setPublisher(publisher)Set publisher.
setReport(report)Set report.
setTitle(title)Set title.
setUrls(urls)Set the urls list.
setVolume(volume)Set volume.
setYear(year)Set year.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- addAuthor(authors: Person)[source]
Add a value to the authors list.
- Parameters:
authors (Person) – The value to append.
- addDataUrl(dataUrls: str)[source]
Add a value to the dataUrls list.
- Parameters:
dataUrls (str) – The value to append.
- addUrl(urls: str)[source]
Add a value to the urls list.
- Parameters:
urls (str) – The value to append.
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Publication[source]
Instantiate Publication from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Publication instance.
- Return type:
- static from_json(data) Publication[source]
Instantiate Publication from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Publication instance.
- Return type:
- getAuthors() list[Person][source]
Get authors list.
- Returns:
A list of Person objects.
- Return type:
list[Person]
- getDataUrls() list[str][source]
Get dataUrls list.
- Returns:
A list of str objects.
- Return type:
list[str]
- getFirstAuthor() Person[source]
Get firstAuthor.
- Returns:
The current value of firstAuthor.
- Return type:
- getInstitution() str[source]
Get institution.
- Returns:
The current value of institution.
- Return type:
str
- getPublicationType() str[source]
Get publicationType.
- Returns:
The current value of publicationType.
- Return type:
str
- getPublisher() str[source]
Get publisher.
- Returns:
The current value of publisher.
- Return type:
str
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setAuthors(authors: list[Person])[source]
Set the authors list.
- Parameters:
authors (list[Person]) – The list to assign.
- setDataUrls(dataUrls: list[str])[source]
Set the dataUrls list.
- Parameters:
dataUrls (list[str]) – The list to assign.
- setFirstAuthor(firstAuthor: Person)[source]
Set firstAuthor.
- Parameters:
firstAuthor (Person) – The value to assign.
- setInstitution(institution: str)[source]
Set institution.
- Parameters:
institution (str) – The value to assign.
- setPublicationType(publicationType: str)[source]
Set publicationType.
- Parameters:
publicationType (str) – The value to assign.
- setPublisher(publisher: str)[source]
Set publisher.
- Parameters:
publisher (str) – The value to assign.
- setUrls(urls: list[str])[source]
Set the urls list.
- Parameters:
urls (list[str]) – The list to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.resolution.Resolution[source]
Auto-generated LinkedEarth class representing Resolution.
Methods
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Resolution from an ontology-style data graph.
from_json(data)Instantiate Resolution from its lightweight JSON representation.
Get maxValue.
Get meanValue.
Get medianValue.
Get minValue.
getUnits()Get units.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setMaxValue(maxValue)Set maxValue.
setMeanValue(meanValue)Set meanValue.
setMedianValue(medianValue)Set medianValue.
setMinValue(minValue)Set minValue.
setUnits(units)Set units.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Resolution[source]
Instantiate Resolution from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Resolution instance.
- Return type:
- static from_json(data) Resolution[source]
Instantiate Resolution from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Resolution instance.
- Return type:
- getMaxValue() float[source]
Get maxValue.
- Returns:
The current value of maxValue.
- Return type:
float
- getMeanValue() float[source]
Get meanValue.
- Returns:
The current value of meanValue.
- Return type:
float
- getMedianValue() float[source]
Get medianValue.
- Returns:
The current value of medianValue.
- Return type:
float
- getMinValue() float[source]
Get minValue.
- Returns:
The current value of minValue.
- Return type:
float
- getUnits() PaleoUnit[source]
Get units.
- Returns:
The current value of units.
- Return type:
PaleoUnit
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- setMaxValue(maxValue: float)[source]
Set maxValue.
- Parameters:
maxValue (float) – The value to assign.
- setMeanValue(meanValue: float)[source]
Set meanValue.
- Parameters:
meanValue (float) – The value to assign.
- setMedianValue(medianValue: float)[source]
Set medianValue.
- Parameters:
medianValue (float) – The value to assign.
- setMinValue(minValue: float)[source]
Set minValue.
- Parameters:
minValue (float) – The value to assign.
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.physicalsample.PhysicalSample[source]
Auto-generated LinkedEarth class representing PhysicalSample.
Methods
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate PhysicalSample from an ontology-style data graph.
from_json(data)Instantiate PhysicalSample from its lightweight JSON representation.
Get housedAt.
getIGSN()Get iGSN.
getName()Get name.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setHousedAt(housedAt)Set housedAt.
setIGSN(iGSN)Set iGSN.
setName(name)Set name.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) PhysicalSample[source]
Instantiate PhysicalSample from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated PhysicalSample instance.
- Return type:
- static from_json(data) PhysicalSample[source]
Instantiate PhysicalSample from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated PhysicalSample instance.
- Return type:
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
- class pylipd.classes.publication.Person[source]
Auto-generated LinkedEarth class representing Person.
Methods
add_non_standard_property(key, value)Append a value to a list-valued non-standard property.
from_data(id, data)Instantiate Person from an ontology-style data graph.
from_json(data)Instantiate Person from its lightweight JSON representation.
getName()Get name.
Return the dictionary of all non-standard properties.
Return a single non-standard property by key.
setName(name)Set name.
set_non_standard_property(key, value)Store a predicate that is not defined in the ontology schema.
to_data([data])Serialize the object into a JSON-LD compatible dictionary.
to_json()Return a lightweight JSON representation (used by LiPD).
- add_non_standard_property(key, value)[source]
Append a value to a list-valued non-standard property.
- Parameters:
key (str) – The property name.
value (any) – The value to append.
- static from_data(id, data) Person[source]
Instantiate Person from an ontology-style data graph.
- Parameters:
id (str) – The node identifier for this object.
data (dict) – Dictionary mapping node ids to their predicate lists.
- Returns:
The populated Person instance.
- Return type:
- static from_json(data) Person[source]
Instantiate Person from its lightweight JSON representation.
- Parameters:
data (dict) – The JSON dictionary to parse.
- Returns:
The populated Person instance.
- Return type:
- get_all_non_standard_properties()[source]
Return the dictionary of all non-standard properties.
- Returns:
Dictionary of all non-standard properties.
- Return type:
dict
- get_non_standard_property(key)[source]
Return a single non-standard property by key.
- Parameters:
key (str) – The property name.
- Returns:
The property value.
- Return type:
any
- set_non_standard_property(key, value)[source]
Store a predicate that is not defined in the ontology schema.
This is useful for forward-compatibility with new properties that are not yet part of the official schema.
- Parameters:
key (str) – The property name.
value (any) – The property value.
LiPD Controlled Vocabulary
These classes are meant to help dealing with the LiPD controlled vocabulary. The Constants object create classes for each of the terms in the controlled vocabulary. These can be called directly in the creation of LiPD files.
- class pylipd.classes.archivetype.ArchiveType(id, label)[source]
Controlled-vocabulary class for ArchiveType terms.
Methods
from_synonym(synonym)Create a ArchiveType instance from a synonym string.
getId()Return the full URI identifier of the term.
getLabel()Return the human-readable label of the term.
to_data([data])Serialize this term to JSON-LD format.
to_json()Return the plain-text label (used in lightweight JSON).
- classmethod from_synonym(synonym)[source]
Create a ArchiveType instance from a synonym string.
- Parameters:
synonym (str) – A synonym or alternative name for the term.
- Returns:
The ArchiveType instance if found, None otherwise.
- Return type:
ArchiveType or None
- getId()[source]
Return the full URI identifier of the term.
- Returns:
The URI identifier for this term.
- Return type:
str
- getLabel()[source]
Return the human-readable label of the term.
- Returns:
The label for this term.
- Return type:
str
- synonyms = {'bivalve': {'id': 'http://linked.earth/ontology/archive#MolluskShell', 'label': 'Mollusk shell'}, 'bog': {'id': 'http://linked.earth/ontology/archive#Peat', 'label': 'Peat'}, 'borehole': {'id': 'http://linked.earth/ontology/archive#Borehole', 'label': 'Borehole'}, 'bulk ice': {'id': 'http://linked.earth/ontology/archive#GroundIce', 'label': 'Ground ice'}, 'cave': {'id': 'http://linked.earth/ontology/archive#Speleothem', 'label': 'Speleothem'}, 'coral': {'id': 'http://linked.earth/ontology/archive#Coral', 'label': 'Coral'}, 'creek': {'id': 'http://linked.earth/ontology/archive#FluvialSediment', 'label': 'Fluvial sediment'}, 'delta': {'id': 'http://linked.earth/ontology/archive#MarineSediment', 'label': 'Marine sediment'}, 'documents': {'id': 'http://linked.earth/ontology/archive#Documents', 'label': 'Documents'}, 'dune': {'id': 'http://linked.earth/ontology/archive#TerrestrialSediment', 'label': 'Terrestrial sediment'}, 'fen': {'id': 'http://linked.earth/ontology/archive#Peat', 'label': 'Peat'}, 'fluvial': {'id': 'http://linked.earth/ontology/archive#FluvialSediment', 'label': 'Fluvial sediment'}, 'fluvial sediment': {'id': 'http://linked.earth/ontology/archive#FluvialSediment', 'label': 'Fluvial sediment'}, 'fluvialsediment': {'id': 'http://linked.earth/ontology/archive#FluvialSediment', 'label': 'Fluvial sediment'}, 'glacier ice': {'id': 'http://linked.earth/ontology/archive#GlacierIce', 'label': 'Glacier ice'}, 'glacierice': {'id': 'http://linked.earth/ontology/archive#GlacierIce', 'label': 'Glacier ice'}, 'ground ice': {'id': 'http://linked.earth/ontology/archive#GroundIce', 'label': 'Ground ice'}, 'groundice': {'id': 'http://linked.earth/ontology/archive#GroundIce', 'label': 'Ground ice'}, 'ice cores': {'id': 'http://linked.earth/ontology/archive#GlacierIce', 'label': 'Glacier ice'}, 'lagoon': {'id': 'http://linked.earth/ontology/archive#LakeSediment', 'label': 'Lake sediment'}, 'lake': {'id': 'http://linked.earth/ontology/archive#LakeSediment', 'label': 'Lake sediment'}, 'lake levels': {'id': 'http://linked.earth/ontology/archive#Shoreline', 'label': 'Shoreline'}, 'lake sediment': {'id': 'http://linked.earth/ontology/archive#LakeSediment', 'label': 'Lake sediment'}, 'lakedeposit': {'id': 'http://linked.earth/ontology/archive#Shoreline', 'label': 'Shoreline'}, 'lakedeposits': {'id': 'http://linked.earth/ontology/archive#Shoreline', 'label': 'Shoreline'}, 'lakesediment': {'id': 'http://linked.earth/ontology/archive#LakeSediment', 'label': 'Lake sediment'}, 'loess': {'id': 'http://linked.earth/ontology/archive#TerrestrialSediment', 'label': 'Terrestrial sediment'}, 'marine': {'id': 'http://linked.earth/ontology/archive#MarineSediment', 'label': 'Marine sediment'}, 'marine sediment': {'id': 'http://linked.earth/ontology/archive#MarineSediment', 'label': 'Marine sediment'}, 'marinesediment': {'id': 'http://linked.earth/ontology/archive#MarineSediment', 'label': 'Marine sediment'}, 'marsh': {'id': 'http://linked.earth/ontology/archive#Peat', 'label': 'Peat'}, 'midden': {'id': 'http://linked.earth/ontology/archive#Midden', 'label': 'Midden'}, 'mire': {'id': 'http://linked.earth/ontology/archive#Peat', 'label': 'Peat'}, 'mollusk shell': {'id': 'http://linked.earth/ontology/archive#MolluskShell', 'label': 'Mollusk shell'}, 'molluskshell': {'id': 'http://linked.earth/ontology/archive#MolluskShell', 'label': 'Mollusk shell'}, 'molluskshells': {'id': 'http://linked.earth/ontology/archive#MolluskShell', 'label': 'Mollusk shell'}, 'other': {'id': 'http://linked.earth/ontology/archive#Other', 'label': 'Other'}, 'peat': {'id': 'http://linked.earth/ontology/archive#Peat', 'label': 'Peat'}, 'river': {'id': 'http://linked.earth/ontology/archive#FluvialSediment', 'label': 'Fluvial sediment'}, 'sclerosponge': {'id': 'http://linked.earth/ontology/archive#Sclerosponge', 'label': 'Sclerosponge'}, 'shoreline': {'id': 'http://linked.earth/ontology/archive#Shoreline', 'label': 'Shoreline'}, 'speleothem': {'id': 'http://linked.earth/ontology/archive#Speleothem', 'label': 'Speleothem'}, 'speleothems': {'id': 'http://linked.earth/ontology/archive#Speleothem', 'label': 'Speleothem'}, 'stream': {'id': 'http://linked.earth/ontology/archive#FluvialSediment', 'label': 'Fluvial sediment'}, 'swamp': {'id': 'http://linked.earth/ontology/archive#Peat', 'label': 'Peat'}, 'terrestrial sediment': {'id': 'http://linked.earth/ontology/archive#TerrestrialSediment', 'label': 'Terrestrial sediment'}, 'terrestrialsediment': {'id': 'http://linked.earth/ontology/archive#TerrestrialSediment', 'label': 'Terrestrial sediment'}, 'tree': {'id': 'http://linked.earth/ontology/archive#Wood', 'label': 'Wood'}, 'tree ring': {'id': 'http://linked.earth/ontology/archive#Wood', 'label': 'Wood'}, 'wood': {'id': 'http://linked.earth/ontology/archive#Wood', 'label': 'Wood'}}
- class pylipd.classes.archivetype.ArchiveTypeConstants[source]
- Borehole = <pylipd.classes.archivetype.ArchiveType object>
- Coral = <pylipd.classes.archivetype.ArchiveType object>
- Documents = <pylipd.classes.archivetype.ArchiveType object>
- FluvialSediment = <pylipd.classes.archivetype.ArchiveType object>
- GlacierIce = <pylipd.classes.archivetype.ArchiveType object>
- GroundIce = <pylipd.classes.archivetype.ArchiveType object>
- LakeSediment = <pylipd.classes.archivetype.ArchiveType object>
- MarineSediment = <pylipd.classes.archivetype.ArchiveType object>
- Midden = <pylipd.classes.archivetype.ArchiveType object>
- MolluskShell = <pylipd.classes.archivetype.ArchiveType object>
- Other = <pylipd.classes.archivetype.ArchiveType object>
- Peat = <pylipd.classes.archivetype.ArchiveType object>
- Sclerosponge = <pylipd.classes.archivetype.ArchiveType object>
- Shoreline = <pylipd.classes.archivetype.ArchiveType object>
- Speleothem = <pylipd.classes.archivetype.ArchiveType object>
- TerrestrialSediment = <pylipd.classes.archivetype.ArchiveType object>
- Wood = <pylipd.classes.archivetype.ArchiveType object>
- class pylipd.classes.paleounit.PaleoUnitConstants[source]
- SI = <pylipd.classes.paleounit.PaleoUnit object>
- atomic_ratio = <pylipd.classes.paleounit.PaleoUnit object>
- cgs = <pylipd.classes.paleounit.PaleoUnit object>
- cm = <pylipd.classes.paleounit.PaleoUnit object>
- cm3 = <pylipd.classes.paleounit.PaleoUnit object>
- cm_kyr = <pylipd.classes.paleounit.PaleoUnit object>
- cm_yr = <pylipd.classes.paleounit.PaleoUnit object>
- count = <pylipd.classes.paleounit.PaleoUnit object>
- count_century = <pylipd.classes.paleounit.PaleoUnit object>
- count_cm2 = <pylipd.classes.paleounit.PaleoUnit object>
- count_cm2_yr = <pylipd.classes.paleounit.PaleoUnit object>
- count_cm3 = <pylipd.classes.paleounit.PaleoUnit object>
- count_g = <pylipd.classes.paleounit.PaleoUnit object>
- count_kyr = <pylipd.classes.paleounit.PaleoUnit object>
- count_mL = <pylipd.classes.paleounit.PaleoUnit object>
- count_yr = <pylipd.classes.paleounit.PaleoUnit object>
- cps = <pylipd.classes.paleounit.PaleoUnit object>
- day = <pylipd.classes.paleounit.PaleoUnit object>
- degC = <pylipd.classes.paleounit.PaleoUnit object>
- degree = <pylipd.classes.paleounit.PaleoUnit object>
- fraction = <pylipd.classes.paleounit.PaleoUnit object>
- g = <pylipd.classes.paleounit.PaleoUnit object>
- g_L = <pylipd.classes.paleounit.PaleoUnit object>
- g_cm2 = <pylipd.classes.paleounit.PaleoUnit object>
- g_cm2_kyr = <pylipd.classes.paleounit.PaleoUnit object>
- g_cm2_yr = <pylipd.classes.paleounit.PaleoUnit object>
- g_cm3 = <pylipd.classes.paleounit.PaleoUnit object>
- g_cm_yr = <pylipd.classes.paleounit.PaleoUnit object>
- g_m2 = <pylipd.classes.paleounit.PaleoUnit object>
- g_m2_yr = <pylipd.classes.paleounit.PaleoUnit object>
- grayscale = <pylipd.classes.paleounit.PaleoUnit object>
- kg_m2_yr = <pylipd.classes.paleounit.PaleoUnit object>
- kg_m3 = <pylipd.classes.paleounit.PaleoUnit object>
- km2 = <pylipd.classes.paleounit.PaleoUnit object>
- km3 = <pylipd.classes.paleounit.PaleoUnit object>
- log_mg_L_ = <pylipd.classes.paleounit.PaleoUnit object>
- m = <pylipd.classes.paleounit.PaleoUnit object>
- m3_kg = <pylipd.classes.paleounit.PaleoUnit object>
- mg = <pylipd.classes.paleounit.PaleoUnit object>
- mg_L = <pylipd.classes.paleounit.PaleoUnit object>
- mg_cm2_yr = <pylipd.classes.paleounit.PaleoUnit object>
- mg_g = <pylipd.classes.paleounit.PaleoUnit object>
- mg_kg = <pylipd.classes.paleounit.PaleoUnit object>
- mm = <pylipd.classes.paleounit.PaleoUnit object>
- mm_day = <pylipd.classes.paleounit.PaleoUnit object>
- mm_season = <pylipd.classes.paleounit.PaleoUnit object>
- mm_yr = <pylipd.classes.paleounit.PaleoUnit object>
- mmol_mol = <pylipd.classes.paleounit.PaleoUnit object>
- months_year = <pylipd.classes.paleounit.PaleoUnit object>
- needsToBeChanged = <pylipd.classes.paleounit.PaleoUnit object>
- ng = <pylipd.classes.paleounit.PaleoUnit object>
- ng_g = <pylipd.classes.paleounit.PaleoUnit object>
- pH = <pylipd.classes.paleounit.PaleoUnit object>
- peak_area = <pylipd.classes.paleounit.PaleoUnit object>
- percent = <pylipd.classes.paleounit.PaleoUnit object>
- permil = <pylipd.classes.paleounit.PaleoUnit object>
- ppb = <pylipd.classes.paleounit.PaleoUnit object>
- ppm = <pylipd.classes.paleounit.PaleoUnit object>
- practical_salinity_unit = <pylipd.classes.paleounit.PaleoUnit object>
- ratio = <pylipd.classes.paleounit.PaleoUnit object>
- ug_cm2_yr = <pylipd.classes.paleounit.PaleoUnit object>
- ug_g = <pylipd.classes.paleounit.PaleoUnit object>
- um = <pylipd.classes.paleounit.PaleoUnit object>
- umol_mol = <pylipd.classes.paleounit.PaleoUnit object>
- unitless = <pylipd.classes.paleounit.PaleoUnit object>
- yr_14C_BP = <pylipd.classes.paleounit.PaleoUnit object>
- yr_AD = <pylipd.classes.paleounit.PaleoUnit object>
- yr_BP = <pylipd.classes.paleounit.PaleoUnit object>
- yr_b2k = <pylipd.classes.paleounit.PaleoUnit object>
- yr_ka = <pylipd.classes.paleounit.PaleoUnit object>
- z_score = <pylipd.classes.paleounit.PaleoUnit object>
- class pylipd.classes.paleoproxy.PaleoProxy(id, label)[source]
Controlled-vocabulary class for PaleoProxy terms.
Methods
from_synonym(synonym)Create a PaleoProxy instance from a synonym string.
getId()Return the full URI identifier of the term.
getLabel()Return the human-readable label of the term.
to_data([data])Serialize this term to JSON-LD format.
to_json()Return the plain-text label (used in lightweight JSON).
- classmethod from_synonym(synonym)[source]
Create a PaleoProxy instance from a synonym string.
- Parameters:
synonym (str) – A synonym or alternative name for the term.
- Returns:
The PaleoProxy instance if found, None otherwise.
- Return type:
PaleoProxy or None
- getId()[source]
Return the full URI identifier of the term.
- Returns:
The URI identifier for this term.
- Return type:
str
- getLabel()[source]
Return the human-readable label of the term.
- Returns:
The label for this term.
- Return type:
str
- synonyms = {'((( calcium carbonate ))) accumulation /// null': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, '15n/40ar fractionation': {'id': 'http://linked.earth/ontology/paleo_proxy#d15N_d40Ar', 'label': 'd15N/d40Ar'}, '3-oh-fatty acids': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'accumulation rate': {'id': 'http://linked.earth/ontology/paleo_proxy#accumulation_rate', 'label': 'accumulation rate'}, 'accumulation_rate': {'id': 'http://linked.earth/ontology/paleo_proxy#accumulation_rate', 'label': 'accumulation rate'}, 'acl': {'id': 'http://linked.earth/ontology/paleo_proxy#ACL', 'label': 'ACL'}, 'age': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'al2o3': {'id': 'http://linked.earth/ontology/paleo_proxy#Al2O3', 'label': 'Al2O3'}, 'alkenone': {'id': 'http://linked.earth/ontology/paleo_proxy#alkenone', 'label': 'alkenone'}, 'aluminum oxide': {'id': 'http://linked.earth/ontology/paleo_proxy#Al2O3', 'label': 'Al2O3'}, 'amoeba': {'id': 'http://linked.earth/ontology/paleo_proxy#amoeba', 'label': 'amoeba'}, 'aquatic palynomorphs': {'id': 'http://linked.earth/ontology/paleo_proxy#pollen', 'label': 'pollen'}, 'arm/irm': {'id': 'http://linked.earth/ontology/paleo_proxy#magnetic', 'label': 'magnetic'}, 'authigenic carbonate': {'id': 'http://linked.earth/ontology/paleo_proxy#carbonate', 'label': 'carbonate'}, 'average chain length': {'id': 'http://linked.earth/ontology/paleo_proxy#ACL', 'label': 'ACL'}, 'ba/al': {'id': 'http://linked.earth/ontology/paleo_proxy#Ba_Al', 'label': 'Ba/Al'}, 'ba/ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Ba_Ca', 'label': 'Ba/Ca'}, 'ba_al': {'id': 'http://linked.earth/ontology/paleo_proxy#Ba_Al', 'label': 'Ba/Al'}, 'ba_ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Ba_Ca', 'label': 'Ba/Ca'}, 'baca': {'id': 'http://linked.earth/ontology/paleo_proxy#Ba_Ca', 'label': 'Ba/Ca'}, 'barium/aluminum': {'id': 'http://linked.earth/ontology/paleo_proxy#Ba_Al', 'label': 'Ba/Al'}, 'barium/calcium': {'id': 'http://linked.earth/ontology/paleo_proxy#Ba_Ca', 'label': 'Ba/Ca'}, 'benthic foraminifers': {'id': 'http://linked.earth/ontology/paleo_proxy#foraminifera', 'label': 'foraminifera'}, 'biogenic silica': {'id': 'http://linked.earth/ontology/paleo_proxy#BSi', 'label': 'BSi'}, 'biomarker': {'id': 'http://linked.earth/ontology/paleo_proxy#biomarker', 'label': 'biomarker'}, 'bit': {'id': 'http://linked.earth/ontology/paleo_proxy#BIT', 'label': 'BIT'}, 'bitindex': {'id': 'http://linked.earth/ontology/paleo_proxy#BIT', 'label': 'BIT'}, 'borehole': {'id': 'http://linked.earth/ontology/paleo_proxy#borehole', 'label': 'borehole'}, 'branched and isoprenoid tetraether index': {'id': 'http://linked.earth/ontology/paleo_proxy#BIT', 'label': 'BIT'}, 'brgdgt': {'id': 'http://linked.earth/ontology/paleo_proxy#GDGT', 'label': 'GDGT'}, 'bsi': {'id': 'http://linked.earth/ontology/paleo_proxy#BSi', 'label': 'BSi'}, 'bubble frequency': {'id': 'http://linked.earth/ontology/paleo_proxy#bubble_frequency', 'label': 'bubble frequency'}, 'bubble_frequency': {'id': 'http://linked.earth/ontology/paleo_proxy#bubble_frequency', 'label': 'bubble frequency'}, 'bulk density': {'id': 'http://linked.earth/ontology/paleo_proxy#bulk_density', 'label': 'bulk density'}, 'bulk sediment': {'id': 'http://linked.earth/ontology/paleo_proxy#bulk_sediment', 'label': 'bulk sediment'}, 'bulk_density': {'id': 'http://linked.earth/ontology/paleo_proxy#bulk_density', 'label': 'bulk density'}, 'bulk_sediment': {'id': 'http://linked.earth/ontology/paleo_proxy#bulk_sediment', 'label': 'bulk sediment'}, 'bulksed': {'id': 'http://linked.earth/ontology/paleo_proxy#bulk_sediment', 'label': 'bulk sediment'}, 'c/n': {'id': 'http://linked.earth/ontology/paleo_proxy#C_N', 'label': 'C/N'}, 'c15 fatty alcohols': {'id': 'http://linked.earth/ontology/paleo_proxy#biomarker', 'label': 'biomarker'}, 'c37.concentration': {'id': 'http://linked.earth/ontology/paleo_proxy#biomarker', 'label': 'biomarker'}, 'c_n': {'id': 'http://linked.earth/ontology/paleo_proxy#C_N', 'label': 'C/N'}, 'ca': {'id': 'http://linked.earth/ontology/paleo_proxy#multiproxy', 'label': 'multiproxy'}, 'ca/k': {'id': 'http://linked.earth/ontology/paleo_proxy#Ca_K', 'label': 'Ca/K'}, 'ca/sr': {'id': 'http://linked.earth/ontology/paleo_proxy#Sr_Ca', 'label': 'Sr/Ca'}, 'ca/ti': {'id': 'http://linked.earth/ontology/paleo_proxy#Ca_Ti', 'label': 'Ca/Ti'}, 'ca_k': {'id': 'http://linked.earth/ontology/paleo_proxy#Ca_K', 'label': 'Ca/K'}, 'ca_ti': {'id': 'http://linked.earth/ontology/paleo_proxy#Ca_Ti', 'label': 'Ca/Ti'}, 'caco3': {'id': 'http://linked.earth/ontology/paleo_proxy#CaCO3', 'label': 'CaCO3'}, 'calcification': {'id': 'http://linked.earth/ontology/paleo_proxy#calcification_rate', 'label': 'calcification rate'}, 'calcification rate': {'id': 'http://linked.earth/ontology/paleo_proxy#calcification_rate', 'label': 'calcification rate'}, 'calcification_rate': {'id': 'http://linked.earth/ontology/paleo_proxy#calcification_rate', 'label': 'calcification rate'}, 'calcite': {'id': 'http://linked.earth/ontology/paleo_proxy#calcite', 'label': 'calcite'}, 'calcium carbonate': {'id': 'http://linked.earth/ontology/paleo_proxy#CaCO3', 'label': 'CaCO3'}, 'calcium/potassium': {'id': 'http://linked.earth/ontology/paleo_proxy#Ca_K', 'label': 'Ca/K'}, 'calcium/titanium': {'id': 'http://linked.earth/ontology/paleo_proxy#Ca_Ti', 'label': 'Ca/Ti'}, 'carbon/nitrogen': {'id': 'http://linked.earth/ontology/paleo_proxy#C_N', 'label': 'C/N'}, 'carbonate': {'id': 'http://linked.earth/ontology/paleo_proxy#carbonate', 'label': 'carbonate'}, 'carbonate content': {'id': 'http://linked.earth/ontology/paleo_proxy#carbonate', 'label': 'carbonate'}, 'cas': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cellulose': {'id': 'http://linked.earth/ontology/paleo_proxy#cellulose', 'label': 'cellulose'}, 'cellulose d18o': {'id': 'http://linked.earth/ontology/paleo_proxy#d18O', 'label': 'd18O'}, 'charcoal': {'id': 'http://linked.earth/ontology/paleo_proxy#charcoal', 'label': 'charcoal'}, 'chironomid': {'id': 'http://linked.earth/ontology/paleo_proxy#chironomid', 'label': 'chironomid'}, 'chlorophyll': {'id': 'http://linked.earth/ontology/paleo_proxy#chlorophyll', 'label': 'chlorophyll'}, 'chrysophyte': {'id': 'http://linked.earth/ontology/paleo_proxy#chrysophyte_assemblage', 'label': 'chrysophyte assemblage'}, 'chrysophyte assemblage': {'id': 'http://linked.earth/ontology/paleo_proxy#chrysophyte_assemblage', 'label': 'chrysophyte assemblage'}, 'chrysophyte_assemblage': {'id': 'http://linked.earth/ontology/paleo_proxy#chrysophyte_assemblage', 'label': 'chrysophyte assemblage'}, 'cia': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cladocera': {'id': 'http://linked.earth/ontology/paleo_proxy#cladoceran', 'label': 'cladoceran'}, 'cladoceran': {'id': 'http://linked.earth/ontology/paleo_proxy#cladoceran', 'label': 'cladoceran'}, 'coccolith': {'id': 'http://linked.earth/ontology/paleo_proxy#coccolithophore', 'label': 'coccolithophore'}, 'coccolithophore': {'id': 'http://linked.earth/ontology/paleo_proxy#coccolithophore', 'label': 'coccolithophore'}, 'coral': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'coral sr/ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Sr_Ca', 'label': 'Sr/Ca'}, 'd13c': {'id': 'http://linked.earth/ontology/paleo_proxy#d13C', 'label': 'd13C'}, 'd13cwax': {'id': 'http://linked.earth/ontology/paleo_proxy#d13C', 'label': 'd13C'}, 'd15n': {'id': 'http://linked.earth/ontology/paleo_proxy#d15N', 'label': 'd15N'}, 'd15n/d40ar': {'id': 'http://linked.earth/ontology/paleo_proxy#d15N_d40Ar', 'label': 'd15N/d40Ar'}, 'd15n_d40ar': {'id': 'http://linked.earth/ontology/paleo_proxy#d15N_d40Ar', 'label': 'd15N/d40Ar'}, 'd15nd40ar': {'id': 'http://linked.earth/ontology/paleo_proxy#d15N_d40Ar', 'label': 'd15N/d40Ar'}, 'd18o': {'id': 'http://linked.earth/ontology/paleo_proxy#d18O', 'label': 'd18O'}, 'd2h': {'id': 'http://linked.earth/ontology/paleo_proxy#dD', 'label': 'dD'}, 'dbd': {'id': 'http://linked.earth/ontology/paleo_proxy#dry_bulk_density', 'label': 'dry bulk density'}, 'dd': {'id': 'http://linked.earth/ontology/paleo_proxy#dD', 'label': 'dD'}, 'ddwax': {'id': 'http://linked.earth/ontology/paleo_proxy#dD', 'label': 'dD'}, 'delta 13c': {'id': 'http://linked.earth/ontology/paleo_proxy#d13C', 'label': 'd13C'}, 'delta 15n': {'id': 'http://linked.earth/ontology/paleo_proxy#d15N', 'label': 'd15N'}, 'delta 18o': {'id': 'http://linked.earth/ontology/paleo_proxy#d18O', 'label': 'd18O'}, 'delta 2h': {'id': 'http://linked.earth/ontology/paleo_proxy#dD', 'label': 'dD'}, 'delta density': {'id': 'http://linked.earth/ontology/paleo_proxy#maximum_latewood_density', 'label': 'maximum latewood density'}, 'delta18o': {'id': 'http://linked.earth/ontology/paleo_proxy#d18O', 'label': 'd18O'}, 'deterium excess': {'id': 'http://linked.earth/ontology/paleo_proxy#deuterium_excess', 'label': 'deuterium excess'}, 'deuterium excess': {'id': 'http://linked.earth/ontology/paleo_proxy#deuterium_excess', 'label': 'deuterium excess'}, 'deuterium_excess': {'id': 'http://linked.earth/ontology/paleo_proxy#deuterium_excess', 'label': 'deuterium excess'}, 'diatom': {'id': 'http://linked.earth/ontology/paleo_proxy#diatom', 'label': 'diatom'}, 'dinocyst': {'id': 'http://linked.earth/ontology/paleo_proxy#dinocyst', 'label': 'dinocyst'}, 'dinoflagellate': {'id': 'http://linked.earth/ontology/paleo_proxy#dinocyst', 'label': 'dinocyst'}, 'documentary': {'id': 'http://linked.earth/ontology/paleo_proxy#historical', 'label': 'historical'}, 'dry bulk density': {'id': 'http://linked.earth/ontology/paleo_proxy#dry_bulk_density', 'label': 'dry bulk density'}, 'dry sediment': {'id': 'http://linked.earth/ontology/paleo_proxy#bulk_sediment', 'label': 'bulk sediment'}, 'dry_bulk_density': {'id': 'http://linked.earth/ontology/paleo_proxy#dry_bulk_density', 'label': 'dry bulk density'}, 'dx': {'id': 'http://linked.earth/ontology/paleo_proxy#deuterium_excess', 'label': 'deuterium excess'}, 'dynocist mat': {'id': 'http://linked.earth/ontology/paleo_proxy#dinocyst', 'label': 'dinocyst'}, 'element': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'element ratio': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'eu/zr': {'id': 'http://linked.earth/ontology/paleo_proxy#Eu_Zr', 'label': 'Eu/Zr'}, 'eu_zr': {'id': 'http://linked.earth/ontology/paleo_proxy#Eu_Zr', 'label': 'Eu/Zr'}, 'fe': {'id': 'http://linked.earth/ontology/paleo_proxy#Fe', 'label': 'Fe'}, 'fe/al': {'id': 'http://linked.earth/ontology/paleo_proxy#Fe_Al', 'label': 'Fe/Al'}, 'fe_al': {'id': 'http://linked.earth/ontology/paleo_proxy#Fe_Al', 'label': 'Fe/Al'}, 'foram d18o': {'id': 'http://linked.earth/ontology/paleo_proxy#d18O', 'label': 'd18O'}, 'foram mg/ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Mg_Ca', 'label': 'Mg/Ca'}, 'foraminifer': {'id': 'http://linked.earth/ontology/paleo_proxy#foraminifera', 'label': 'foraminifera'}, 'foraminifera': {'id': 'http://linked.earth/ontology/paleo_proxy#foraminifera', 'label': 'foraminifera'}, 'gamma': {'id': 'http://linked.earth/ontology/paleo_proxy#bulk_density', 'label': 'bulk density'}, 'gdgt': {'id': 'http://linked.earth/ontology/paleo_proxy#GDGT', 'label': 'GDGT'}, 'glycerol dialkyl glycerol tetraether': {'id': 'http://linked.earth/ontology/paleo_proxy#GDGT', 'label': 'GDGT'}, 'grain size': {'id': 'http://linked.earth/ontology/paleo_proxy#grain_size', 'label': 'grain size'}, 'grain_size': {'id': 'http://linked.earth/ontology/paleo_proxy#grain_size', 'label': 'grain size'}, 'hbi': {'id': 'http://linked.earth/ontology/paleo_proxy#HBI', 'label': 'HBI'}, 'highly-branched isoprenoid alkene': {'id': 'http://linked.earth/ontology/paleo_proxy#HBI', 'label': 'HBI'}, 'historic': {'id': 'http://linked.earth/ontology/paleo_proxy#historical', 'label': 'historical'}, 'historical': {'id': 'http://linked.earth/ontology/paleo_proxy#historical', 'label': 'historical'}, 'humification': {'id': 'http://linked.earth/ontology/paleo_proxy#humification', 'label': 'humification'}, 'humification index': {'id': 'http://linked.earth/ontology/paleo_proxy#humification', 'label': 'humification'}, 'hybrid': {'id': 'http://linked.earth/ontology/paleo_proxy#multiproxy', 'label': 'multiproxy'}, 'hybrid grain size': {'id': 'http://linked.earth/ontology/paleo_proxy#multiproxy', 'label': 'multiproxy'}, 'hybrid-ice': {'id': 'http://linked.earth/ontology/paleo_proxy#multiproxy', 'label': 'multiproxy'}, 'hybrid-lake': {'id': 'http://linked.earth/ontology/paleo_proxy#multiproxy', 'label': 'multiproxy'}, 'ice': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'ice accumulation': {'id': 'http://linked.earth/ontology/paleo_proxy#ice_accumulation', 'label': 'ice accumulation'}, 'ice melt': {'id': 'http://linked.earth/ontology/paleo_proxy#ice_melt', 'label': 'ice melt'}, 'ice proxy with 25 carbon atoms': {'id': 'http://linked.earth/ontology/paleo_proxy#IP25', 'label': 'IP25'}, 'ice_accumulation': {'id': 'http://linked.earth/ontology/paleo_proxy#ice_accumulation', 'label': 'ice accumulation'}, 'ice_melt': {'id': 'http://linked.earth/ontology/paleo_proxy#ice_melt', 'label': 'ice melt'}, 'inorganic carbon': {'id': 'http://linked.earth/ontology/paleo_proxy#inorganic_carbon', 'label': 'inorganic carbon'}, 'inorganic_carbon': {'id': 'http://linked.earth/ontology/paleo_proxy#inorganic_carbon', 'label': 'inorganic carbon'}, 'ip25': {'id': 'http://linked.earth/ontology/paleo_proxy#IP25', 'label': 'IP25'}, 'irm': {'id': 'http://linked.earth/ontology/paleo_proxy#magnetic', 'label': 'magnetic'}, 'iron': {'id': 'http://linked.earth/ontology/paleo_proxy#Fe', 'label': 'Fe'}, 'iron/aluminum': {'id': 'http://linked.earth/ontology/paleo_proxy#Fe_Al', 'label': 'Fe/Al'}, 'isotope': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'isotope diffusion': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'k': {'id': 'http://linked.earth/ontology/paleo_proxy#multiproxy', 'label': 'multiproxy'}, 'lake level': {'id': 'http://linked.earth/ontology/paleo_proxy#lake_level', 'label': 'lake level'}, 'lake stratigraphy and radiocarbon dating of macrofossils': {'id': 'http://linked.earth/ontology/paleo_proxy#lake_level', 'label': 'lake level'}, 'lake_level': {'id': 'http://linked.earth/ontology/paleo_proxy#lake_level', 'label': 'lake level'}, 'lakelevel': {'id': 'http://linked.earth/ontology/paleo_proxy#lake_level', 'label': 'lake level'}, 'lakestatus': {'id': 'http://linked.earth/ontology/paleo_proxy#lake_level', 'label': 'lake level'}, 'late-wood cellulose': {'id': 'http://linked.earth/ontology/paleo_proxy#latewood_cellulose', 'label': 'latewood cellulose'}, 'latewood cellulose': {'id': 'http://linked.earth/ontology/paleo_proxy#latewood_cellulose', 'label': 'latewood cellulose'}, 'latewood density': {'id': 'http://linked.earth/ontology/paleo_proxy#maximum_latewood_density', 'label': 'maximum latewood density'}, 'latewood_cellulose': {'id': 'http://linked.earth/ontology/paleo_proxy#latewood_cellulose', 'label': 'latewood cellulose'}, 'ldi': {'id': 'http://linked.earth/ontology/paleo_proxy#LDI', 'label': 'LDI'}, 'leaf wax': {'id': 'http://linked.earth/ontology/paleo_proxy#dD', 'label': 'dD'}, 'leafwax': {'id': 'http://linked.earth/ontology/paleo_proxy#dD', 'label': 'dD'}, 'ln(ti/ca)': {'id': 'http://linked.earth/ontology/paleo_proxy#Ti_Ca', 'label': 'Ti/Ca'}, 'long chain diol': {'id': 'http://linked.earth/ontology/paleo_proxy#LDI', 'label': 'LDI'}, 'long-chain diol index': {'id': 'http://linked.earth/ontology/paleo_proxy#LDI', 'label': 'LDI'}, 'macrofossils': {'id': 'http://linked.earth/ontology/paleo_proxy#macrofossils', 'label': 'macrofossils'}, 'magnesium': {'id': 'http://linked.earth/ontology/paleo_proxy#Mg', 'label': 'Mg'}, 'magnesium/calcium': {'id': 'http://linked.earth/ontology/paleo_proxy#Mg_Ca', 'label': 'Mg/Ca'}, 'magnetic': {'id': 'http://linked.earth/ontology/paleo_proxy#magnetic', 'label': 'magnetic'}, 'magnetic susceptibility': {'id': 'http://linked.earth/ontology/paleo_proxy#magnetic_susceptibility', 'label': 'magnetic susceptibility'}, 'magnetic_susceptibility': {'id': 'http://linked.earth/ontology/paleo_proxy#magnetic_susceptibility', 'label': 'magnetic susceptibility'}, 'mar': {'id': 'http://linked.earth/ontology/paleo_proxy#mass_accumulation_rate', 'label': 'mass accumulation rate'}, 'mass accumulation rate': {'id': 'http://linked.earth/ontology/paleo_proxy#mass_accumulation_rate', 'label': 'mass accumulation rate'}, 'mass per area per time unit': {'id': 'http://linked.earth/ontology/paleo_proxy#mass_accumulation_rate', 'label': 'mass accumulation rate'}, 'mass_accumulation_rate': {'id': 'http://linked.earth/ontology/paleo_proxy#mass_accumulation_rate', 'label': 'mass accumulation rate'}, 'maximum latewood density': {'id': 'http://linked.earth/ontology/paleo_proxy#maximum_latewood_density', 'label': 'maximum latewood density'}, 'maximum_latewood_density': {'id': 'http://linked.earth/ontology/paleo_proxy#maximum_latewood_density', 'label': 'maximum latewood density'}, 'melt': {'id': 'http://linked.earth/ontology/paleo_proxy#ice_melt', 'label': 'ice melt'}, 'melt layer': {'id': 'http://linked.earth/ontology/paleo_proxy#ice_melt', 'label': 'ice melt'}, 'mg': {'id': 'http://linked.earth/ontology/paleo_proxy#Mg', 'label': 'Mg'}, 'mg/ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Mg_Ca', 'label': 'Mg/Ca'}, 'mg0': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'mg_ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca': {'id': 'http://linked.earth/ontology/paleo_proxy#Mg_Ca', 'label': 'Mg/Ca'}, 'middle-wood cellulose': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'midge': {'id': 'http://linked.earth/ontology/paleo_proxy#chironomid', 'label': 'chironomid'}, 'mineral': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'mineralogy': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'minerogenic layers': {'id': 'http://linked.earth/ontology/paleo_proxy#stratigraphy', 'label': 'stratigraphy'}, 'ms': {'id': 'http://linked.earth/ontology/paleo_proxy#magnetic_susceptibility', 'label': 'magnetic susceptibility'}, 'multiple proxies': {'id': 'http://linked.earth/ontology/paleo_proxy#multiproxy', 'label': 'multiproxy'}, 'multiproxy': {'id': 'http://linked.earth/ontology/paleo_proxy#multiproxy', 'label': 'multiproxy'}, 'mxd': {'id': 'http://linked.earth/ontology/paleo_proxy#maximum_latewood_density', 'label': 'maximum latewood density'}, 'n. dutertrei': {'id': 'http://linked.earth/ontology/paleo_proxy#foraminifera', 'label': 'foraminifera'}, 'needs to be changed': {'id': 'http://linked.earth/ontology/paleo_proxy#needs_to_be_changed', 'label': 'needs to be changed'}, 'needs_to_be_changed': {'id': 'http://linked.earth/ontology/paleo_proxy#needs_to_be_changed', 'label': 'needs to be changed'}, 'needstobechanged': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'organic carbon': {'id': 'http://linked.earth/ontology/paleo_proxy#TOC', 'label': 'TOC'}, 'organic compound': {'id': 'http://linked.earth/ontology/paleo_proxy#biomarker', 'label': 'biomarker'}, 'ostracod': {'id': 'http://linked.earth/ontology/paleo_proxy#ostracod', 'label': 'ostracod'}, 'p-aqueous': {'id': 'http://linked.earth/ontology/paleo_proxy#P-aqueous', 'label': 'P-aqueous'}, 'paq': {'id': 'http://linked.earth/ontology/paleo_proxy#P-aqueous', 'label': 'P-aqueous'}, 'particle size': {'id': 'http://linked.earth/ontology/paleo_proxy#grain_size', 'label': 'grain size'}, 'pca': {'id': 'http://linked.earth/ontology/paleo_proxy#needs_to_be_changed', 'label': 'needs to be changed'}, 'peat ash': {'id': 'http://linked.earth/ontology/paleo_proxy#peat_ash', 'label': 'peat ash'}, 'peat_ash': {'id': 'http://linked.earth/ontology/paleo_proxy#peat_ash', 'label': 'peat ash'}, 'percent': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'ph': {'id': 'http://linked.earth/ontology/paleo_proxy#pH', 'label': 'pH'}, 'planktonic foraminifera': {'id': 'http://linked.earth/ontology/paleo_proxy#foraminifera', 'label': 'foraminifera'}, 'plant detrital layers': {'id': 'http://linked.earth/ontology/paleo_proxy#stratigraphy', 'label': 'stratigraphy'}, 'plant macrofossils': {'id': 'http://linked.earth/ontology/paleo_proxy#macrofossils', 'label': 'macrofossils'}, 'pollen': {'id': 'http://linked.earth/ontology/paleo_proxy#pollen', 'label': 'pollen'}, 'pore ice d2h and d18o': {'id': 'http://linked.earth/ontology/paleo_proxy#multiproxy', 'label': 'multiproxy'}, 'radiolaria': {'id': 'http://linked.earth/ontology/paleo_proxy#radiolaria', 'label': 'radiolaria'}, 'radiolarian': {'id': 'http://linked.earth/ontology/paleo_proxy#radiolaria', 'label': 'radiolaria'}, 'rb': {'id': 'http://linked.earth/ontology/paleo_proxy#Rb', 'label': 'Rb'}, 'rb/sr': {'id': 'http://linked.earth/ontology/paleo_proxy#Rb_Sr', 'label': 'Rb/Sr'}, 'rb_sr': {'id': 'http://linked.earth/ontology/paleo_proxy#Rb_Sr', 'label': 'Rb/Sr'}, 'reflectance': {'id': 'http://linked.earth/ontology/paleo_proxy#reflectance', 'label': 'reflectance'}, 'ring width': {'id': 'http://linked.earth/ontology/paleo_proxy#ring_width', 'label': 'ring width'}, 'ring_width': {'id': 'http://linked.earth/ontology/paleo_proxy#ring_width', 'label': 'ring width'}, 'rubidium': {'id': 'http://linked.earth/ontology/paleo_proxy#Rb', 'label': 'Rb'}, 's': {'id': 'http://linked.earth/ontology/paleo_proxy#sulfur', 'label': 'sulfur'}, 'sed accumulation': {'id': 'http://linked.earth/ontology/paleo_proxy#accumulation_rate', 'label': 'accumulation rate'}, 'sediment': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'sr': {'id': 'http://linked.earth/ontology/paleo_proxy#Sr', 'label': 'Sr'}, 'sr/ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Sr_Ca', 'label': 'Sr/Ca'}, 'sr_ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Sr_Ca', 'label': 'Sr/Ca'}, 'srca': {'id': 'http://linked.earth/ontology/paleo_proxy#Sr_Ca', 'label': 'Sr/Ca'}, 'stratigraphy': {'id': 'http://linked.earth/ontology/paleo_proxy#stratigraphy', 'label': 'stratigraphy'}, 'strontium': {'id': 'http://linked.earth/ontology/paleo_proxy#Sr', 'label': 'Sr'}, 'strontium/calcium': {'id': 'http://linked.earth/ontology/paleo_proxy#Sr_Ca', 'label': 'Sr/Ca'}, 'sulfur': {'id': 'http://linked.earth/ontology/paleo_proxy#sulfur', 'label': 'sulfur'}, 'tds': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'testate amoeba': {'id': 'http://linked.earth/ontology/paleo_proxy#amoeba', 'label': 'amoeba'}, 'tetraether index of 86 carbon atoms': {'id': 'http://linked.earth/ontology/paleo_proxy#TEX86', 'label': 'TEX86'}, 'tex86': {'id': 'http://linked.earth/ontology/paleo_proxy#TEX86', 'label': 'TEX86'}, 'ti': {'id': 'http://linked.earth/ontology/paleo_proxy#Ti', 'label': 'Ti'}, 'ti/al': {'id': 'http://linked.earth/ontology/paleo_proxy#Ti_Al', 'label': 'Ti/Al'}, 'ti/ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Ti_Ca', 'label': 'Ti/Ca'}, 'ti_al': {'id': 'http://linked.earth/ontology/paleo_proxy#Ti_Al', 'label': 'Ti/Al'}, 'ti_ca': {'id': 'http://linked.earth/ontology/paleo_proxy#Ti_Ca', 'label': 'Ti/Ca'}, 'tic': {'id': 'http://linked.earth/ontology/paleo_proxy#inorganic_carbon', 'label': 'inorganic carbon'}, 'titanium': {'id': 'http://linked.earth/ontology/paleo_proxy#Ti', 'label': 'Ti'}, 'titanium/aluminum': {'id': 'http://linked.earth/ontology/paleo_proxy#Ti_Al', 'label': 'Ti/Al'}, 'titanium/calcium': {'id': 'http://linked.earth/ontology/paleo_proxy#Ti_Ca', 'label': 'Ti/Ca'}, 'tn': {'id': 'http://linked.earth/ontology/paleo_proxy#total_nitrogen', 'label': 'total nitrogen'}, 'toc': {'id': 'http://linked.earth/ontology/paleo_proxy#TOC', 'label': 'TOC'}, 'total nitrogen': {'id': 'http://linked.earth/ontology/paleo_proxy#total_nitrogen', 'label': 'total nitrogen'}, 'total_nitrogen': {'id': 'http://linked.earth/ontology/paleo_proxy#total_nitrogen', 'label': 'total nitrogen'}, 'trace element / ca': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'traceelement': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'transfer function': {'id': 'http://linked.earth/ontology/paleo_proxy#foraminifera', 'label': 'foraminifera'}, 'trw': {'id': 'http://linked.earth/ontology/paleo_proxy#ring_width', 'label': 'ring width'}, 'u cluster 2': {'id': 'http://linked.earth/ontology/paleo_proxy#needsToBeChanged', 'label': 'needsToBeChanged'}, 'uvigerina mediterranea': {'id': 'http://linked.earth/ontology/paleo_proxy#foraminifera', 'label': 'foraminifera'}, 'varve': {'id': 'http://linked.earth/ontology/paleo_proxy#varve_thickness', 'label': 'varve thickness'}, 'varve property': {'id': 'http://linked.earth/ontology/paleo_proxy#varve_thickness', 'label': 'varve thickness'}, 'varve thickness': {'id': 'http://linked.earth/ontology/paleo_proxy#varve_thickness', 'label': 'varve thickness'}, 'varve_thickness': {'id': 'http://linked.earth/ontology/paleo_proxy#varve_thickness', 'label': 'varve thickness'}, 'varves': {'id': 'http://linked.earth/ontology/paleo_proxy#varve_thickness', 'label': 'varve thickness'}}
- class pylipd.classes.paleoproxy.PaleoProxyConstants[source]
- ACL = <pylipd.classes.paleoproxy.PaleoProxy object>
- Al2O3 = <pylipd.classes.paleoproxy.PaleoProxy object>
- BIT = <pylipd.classes.paleoproxy.PaleoProxy object>
- BSi = <pylipd.classes.paleoproxy.PaleoProxy object>
- Ba_Al = <pylipd.classes.paleoproxy.PaleoProxy object>
- Ba_Ca = <pylipd.classes.paleoproxy.PaleoProxy object>
- C_N = <pylipd.classes.paleoproxy.PaleoProxy object>
- CaCO3 = <pylipd.classes.paleoproxy.PaleoProxy object>
- Ca_K = <pylipd.classes.paleoproxy.PaleoProxy object>
- Ca_Ti = <pylipd.classes.paleoproxy.PaleoProxy object>
- Eu_Zr = <pylipd.classes.paleoproxy.PaleoProxy object>
- Fe = <pylipd.classes.paleoproxy.PaleoProxy object>
- Fe_Al = <pylipd.classes.paleoproxy.PaleoProxy object>
- GDGT = <pylipd.classes.paleoproxy.PaleoProxy object>
- HBI = <pylipd.classes.paleoproxy.PaleoProxy object>
- IP25 = <pylipd.classes.paleoproxy.PaleoProxy object>
- LDI = <pylipd.classes.paleoproxy.PaleoProxy object>
- Mg = <pylipd.classes.paleoproxy.PaleoProxy object>
- Mg_Ca = <pylipd.classes.paleoproxy.PaleoProxy object>
- P_aqueous = <pylipd.classes.paleoproxy.PaleoProxy object>
- Rb = <pylipd.classes.paleoproxy.PaleoProxy object>
- Rb_Sr = <pylipd.classes.paleoproxy.PaleoProxy object>
- Sr = <pylipd.classes.paleoproxy.PaleoProxy object>
- Sr_Ca = <pylipd.classes.paleoproxy.PaleoProxy object>
- TEX86 = <pylipd.classes.paleoproxy.PaleoProxy object>
- TOC = <pylipd.classes.paleoproxy.PaleoProxy object>
- Ti = <pylipd.classes.paleoproxy.PaleoProxy object>
- Ti_Al = <pylipd.classes.paleoproxy.PaleoProxy object>
- Ti_Ca = <pylipd.classes.paleoproxy.PaleoProxy object>
- accumulation_rate = <pylipd.classes.paleoproxy.PaleoProxy object>
- alkenone = <pylipd.classes.paleoproxy.PaleoProxy object>
- amoeba = <pylipd.classes.paleoproxy.PaleoProxy object>
- biomarker = <pylipd.classes.paleoproxy.PaleoProxy object>
- borehole = <pylipd.classes.paleoproxy.PaleoProxy object>
- bubble_frequency = <pylipd.classes.paleoproxy.PaleoProxy object>
- bulk_density = <pylipd.classes.paleoproxy.PaleoProxy object>
- bulk_sediment = <pylipd.classes.paleoproxy.PaleoProxy object>
- calcification_rate = <pylipd.classes.paleoproxy.PaleoProxy object>
- calcite = <pylipd.classes.paleoproxy.PaleoProxy object>
- carbonate = <pylipd.classes.paleoproxy.PaleoProxy object>
- cellulose = <pylipd.classes.paleoproxy.PaleoProxy object>
- charcoal = <pylipd.classes.paleoproxy.PaleoProxy object>
- chironomid = <pylipd.classes.paleoproxy.PaleoProxy object>
- chlorophyll = <pylipd.classes.paleoproxy.PaleoProxy object>
- chrysophyte_assemblage = <pylipd.classes.paleoproxy.PaleoProxy object>
- cladoceran = <pylipd.classes.paleoproxy.PaleoProxy object>
- coccolithophore = <pylipd.classes.paleoproxy.PaleoProxy object>
- d13C = <pylipd.classes.paleoproxy.PaleoProxy object>
- d15N = <pylipd.classes.paleoproxy.PaleoProxy object>
- d15N_d40Ar = <pylipd.classes.paleoproxy.PaleoProxy object>
- d18O = <pylipd.classes.paleoproxy.PaleoProxy object>
- dD = <pylipd.classes.paleoproxy.PaleoProxy object>
- deuterium_excess = <pylipd.classes.paleoproxy.PaleoProxy object>
- diatom = <pylipd.classes.paleoproxy.PaleoProxy object>
- dinocyst = <pylipd.classes.paleoproxy.PaleoProxy object>
- dry_bulk_density = <pylipd.classes.paleoproxy.PaleoProxy object>
- foraminifera = <pylipd.classes.paleoproxy.PaleoProxy object>
- grain_size = <pylipd.classes.paleoproxy.PaleoProxy object>
- historical = <pylipd.classes.paleoproxy.PaleoProxy object>
- humification = <pylipd.classes.paleoproxy.PaleoProxy object>
- ice_accumulation = <pylipd.classes.paleoproxy.PaleoProxy object>
- ice_melt = <pylipd.classes.paleoproxy.PaleoProxy object>
- inorganic_carbon = <pylipd.classes.paleoproxy.PaleoProxy object>
- lake_level = <pylipd.classes.paleoproxy.PaleoProxy object>
- latewood_cellulose = <pylipd.classes.paleoproxy.PaleoProxy object>
- macrofossils = <pylipd.classes.paleoproxy.PaleoProxy object>
- magnetic = <pylipd.classes.paleoproxy.PaleoProxy object>
- magnetic_susceptibility = <pylipd.classes.paleoproxy.PaleoProxy object>
- mass_accumulation_rate = <pylipd.classes.paleoproxy.PaleoProxy object>
- maximum_latewood_density = <pylipd.classes.paleoproxy.PaleoProxy object>
- multiproxy = <pylipd.classes.paleoproxy.PaleoProxy object>
- needsToBeChanged = <pylipd.classes.paleoproxy.PaleoProxy object>
- needs_to_be_changed = <pylipd.classes.paleoproxy.PaleoProxy object>
- ostracod = <pylipd.classes.paleoproxy.PaleoProxy object>
- pH = <pylipd.classes.paleoproxy.PaleoProxy object>
- peat_ash = <pylipd.classes.paleoproxy.PaleoProxy object>
- pollen = <pylipd.classes.paleoproxy.PaleoProxy object>
- radiolaria = <pylipd.classes.paleoproxy.PaleoProxy object>
- reflectance = <pylipd.classes.paleoproxy.PaleoProxy object>
- ring_width = <pylipd.classes.paleoproxy.PaleoProxy object>
- stratigraphy = <pylipd.classes.paleoproxy.PaleoProxy object>
- sulfur = <pylipd.classes.paleoproxy.PaleoProxy object>
- total_nitrogen = <pylipd.classes.paleoproxy.PaleoProxy object>
- varve_thickness = <pylipd.classes.paleoproxy.PaleoProxy object>
- class pylipd.classes.paleoproxygeneral.PaleoProxyGeneral(id, label)[source]
Controlled-vocabulary class for PaleoProxyGeneral terms.
Methods
from_synonym(synonym)Create a PaleoProxyGeneral instance from a synonym string.
getId()Return the full URI identifier of the term.
getLabel()Return the human-readable label of the term.
to_data([data])Serialize this term to JSON-LD format.
to_json()Return the plain-text label (used in lightweight JSON).
- classmethod from_synonym(synonym)[source]
Create a PaleoProxyGeneral instance from a synonym string.
- Parameters:
synonym (str) – A synonym or alternative name for the term.
- Returns:
The PaleoProxyGeneral instance if found, None otherwise.
- Return type:
PaleoProxyGeneral or None
- getId()[source]
Return the full URI identifier of the term.
- Returns:
The URI identifier for this term.
- Return type:
str
- getLabel()[source]
Return the human-readable label of the term.
- Returns:
The label for this term.
- Return type:
str
- synonyms = {'biogenic': {'id': 'http://linked.earth/ontology/paleo_proxy#biogenic', 'label': 'biogenic'}, 'biological material': {'id': 'http://linked.earth/ontology/paleo_proxy#biogenic', 'label': 'biogenic'}, 'cryophysical': {'id': 'http://linked.earth/ontology/paleo_proxy#cryophysical', 'label': 'cryophysical'}, 'dendrophysical': {'id': 'http://linked.earth/ontology/paleo_proxy#dendrophysical', 'label': 'dendrophysical'}, 'elemental': {'id': 'http://linked.earth/ontology/paleo_proxy#elemental', 'label': 'elemental'}, 'faunal assemblage': {'id': 'http://linked.earth/ontology/paleo_proxy#faunal_assemblage', 'label': 'faunal assemblage'}, 'faunal_assemblage': {'id': 'http://linked.earth/ontology/paleo_proxy#faunal_assemblage', 'label': 'faunal assemblage'}, 'fire history': {'id': 'http://linked.earth/ontology/paleo_proxy#pyrogenic', 'label': 'pyrogenic'}, 'floral assemblage': {'id': 'http://linked.earth/ontology/paleo_proxy#floral_assemblage', 'label': 'floral assemblage'}, 'floral_assemblage': {'id': 'http://linked.earth/ontology/paleo_proxy#floral_assemblage', 'label': 'floral assemblage'}, 'isotope': {'id': 'http://linked.earth/ontology/paleo_proxy#isotopic', 'label': 'isotopic'}, 'isotopic': {'id': 'http://linked.earth/ontology/paleo_proxy#isotopic', 'label': 'isotopic'}, 'mineral': {'id': 'http://linked.earth/ontology/paleo_proxy#mineral', 'label': 'mineral'}, 'pyrogenic': {'id': 'http://linked.earth/ontology/paleo_proxy#pyrogenic', 'label': 'pyrogenic'}, 'sedimentology': {'id': 'http://linked.earth/ontology/paleo_proxy#sedimentology', 'label': 'sedimentology'}}
- class pylipd.classes.paleoproxygeneral.PaleoProxyGeneralConstants[source]
- biogenic = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- cryophysical = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- dendrophysical = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- elemental = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- faunal_assemblage = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- floral_assemblage = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- isotopic = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- mineral = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- pyrogenic = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- sedimentology = <pylipd.classes.paleoproxygeneral.PaleoProxyGeneral object>
- class pylipd.classes.paleovariable.PaleoVariable(id, label)[source]
Controlled-vocabulary class for PaleoVariable terms.
Methods
from_synonym(synonym)Create a PaleoVariable instance from a synonym string.
getId()Return the full URI identifier of the term.
getLabel()Return the human-readable label of the term.
to_data([data])Serialize this term to JSON-LD format.
to_json()Return the plain-text label (used in lightweight JSON).
- classmethod from_synonym(synonym)[source]
Create a PaleoVariable instance from a synonym string.
- Parameters:
synonym (str) – A synonym or alternative name for the term.
- Returns:
The PaleoVariable instance if found, None otherwise.
- Return type:
PaleoVariable or None
- getId()[source]
Return the full URI identifier of the term.
- Returns:
The URI identifier for this term.
- Return type:
str
- getLabel()[source]
Return the human-readable label of the term.
- Returns:
The label for this term.
- Return type:
str
- synonyms = {'#ofsites': {'id': 'http://linked.earth/ontology/paleo_variables#siteCount', 'label': 'siteCount'}, '% ca-detr': {'id': 'http://linked.earth/ontology/paleo_variables#Ca', 'label': 'Ca'}, '% ca-ex': {'id': 'http://linked.earth/ontology/paleo_variables#Ca', 'label': 'Ca'}, '% caco3-ex': {'id': 'http://linked.earth/ontology/paleo_variables#CaCO3', 'label': 'CaCO3'}, '% carbonate': {'id': 'http://linked.earth/ontology/paleo_variables#carbonate', 'label': 'carbonate'}, '% dolomite': {'id': 'http://linked.earth/ontology/paleo_variables#dolomite', 'label': 'dolomite'}, '% ic': {'id': 'http://linked.earth/ontology/paleo_variables#TIC', 'label': 'TIC'}, '% k': {'id': 'http://linked.earth/ontology/paleo_variables#potassium', 'label': 'potassium'}, '% mg': {'id': 'http://linked.earth/ontology/paleo_variables#Mg', 'label': 'Mg'}, '% mn': {'id': 'http://linked.earth/ontology/paleo_variables#Mn', 'label': 'Mn'}, '% oc': {'id': 'http://linked.earth/ontology/paleo_variables#TOC', 'label': 'TOC'}, '% organic carbon': {'id': 'http://linked.earth/ontology/paleo_variables#TOC', 'label': 'TOC'}, '% tc': {'id': 'http://linked.earth/ontology/paleo_variables#carbon', 'label': 'carbon'}, '% ti': {'id': 'http://linked.earth/ontology/paleo_variables#Ti', 'label': 'Ti'}, '% total c': {'id': 'http://linked.earth/ontology/paleo_variables#carbon', 'label': 'carbon'}, '%_clay': {'id': 'http://linked.earth/ontology/paleo_variables#clay', 'label': 'clay'}, '%_lithics': {'id': 'http://linked.earth/ontology/paleo_variables#lithics', 'label': 'lithics'}, '%_sand': {'id': 'http://linked.earth/ontology/paleo_variables#sand', 'label': 'sand'}, '%_silt': {'id': 'http://linked.earth/ontology/paleo_variables#silt', 'label': 'silt'}, '%_tc': {'id': 'http://linked.earth/ontology/paleo_variables#carbon', 'label': 'carbon'}, '%_tom': {'id': 'http://linked.earth/ontology/paleo_variables#organicMatter', 'label': 'organicMatter'}, '%benth.dia': {'id': 'http://linked.earth/ontology/paleo_variables#diatom', 'label': 'diatom'}, '%benthic': {'id': 'http://linked.earth/ontology/paleo_variables#diatom', 'label': 'diatom'}, '%fresh': {'id': 'http://linked.earth/ontology/paleo_variables#diatom', 'label': 'diatom'}, '%indif.': {'id': 'http://linked.earth/ontology/paleo_variables#diatom', 'label': 'diatom'}, '%k': {'id': 'http://linked.earth/ontology/paleo_variables#potassium', 'label': 'potassium'}, '%mg': {'id': 'http://linked.earth/ontology/paleo_variables#Mg', 'label': 'Mg'}, '%o': {'id': 'http://linked.earth/ontology/paleo_variables#oxygen', 'label': 'oxygen'}, '%p': {'id': 'http://linked.earth/ontology/paleo_variables#phosphorus', 'label': 'phosphorus'}, '%plank.dia': {'id': 'http://linked.earth/ontology/paleo_variables#diatom', 'label': 'diatom'}, '%saline': {'id': 'http://linked.earth/ontology/paleo_variables#diatom', 'label': 'diatom'}, '%saline.dia': {'id': 'http://linked.earth/ontology/paleo_variables#diatom', 'label': 'diatom'}, '%ti': {'id': 'http://linked.earth/ontology/paleo_variables#Ti', 'label': 'Ti'}, '((( null ))) ac ratio? /// pollenratio': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '-': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '0.025_quantile_dust_flux': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, '0.25_quantile_dust_flux': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh50', 'label': 'uncertaintyHigh50'}, '0.50_quantile_dust_flux': {'id': 'http://linked.earth/ontology/paleo_variables#dust', 'label': 'dust'}, '0.75_quantile_dust_flux': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh50', 'label': 'uncertaintyHigh50'}, '0.975_quantile_dust_flux': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, '10%max': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '10%min': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '100yrsum': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '10yrrun.avg.': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '13cleafwaxc29-33err': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, '2 sigma': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty2s', 'label': 'uncertainty2s'}, '20%max': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '20%min': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '250-31 um': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, '2h_dino_1sig': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, '30%max': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '30%min': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '50% confidence interval upper bound': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh50', 'label': 'uncertaintyHigh50'}, '50%max': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '50%min': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '63-4 um': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, '68% confidence interval lower bound': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, '68% confidence interval margin of error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, '68% confidence interval upper bound': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, '80%max': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '80%min': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, '87rb/86sr': {'id': 'http://linked.earth/ontology/paleo_variables#Rb87_Sr86', 'label': 'Rb87/Sr86'}, '90% confidence interval lower bound': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow90', 'label': 'uncertaintyLow90'}, '90% confidence interval upper bound': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh90', 'label': 'uncertaintyHigh90'}, '95% confidence interval lower bound': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, '95% confidence interval margin of error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty2s', 'label': 'uncertainty2s'}, '95% confidence interval upper bound': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, '95lowerage': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, '95upperage': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, '<16 μm': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, '<2 um': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, '<2um': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, '<4 um': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, '>63 um': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, 'a': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'a odd (25-35)': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'a/c': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'a/c ratio': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'a_site_std': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'abundance': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'acc': {'id': 'http://linked.earth/ontology/paleo_variables#accumulation', 'label': 'accumulation'}, 'acc max': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'acc min': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'acc rate toc': {'id': 'http://linked.earth/ontology/paleo_variables#organicCarbon', 'label': 'organicCarbon'}, 'accumulation': {'id': 'http://linked.earth/ontology/paleo_variables#accumulation', 'label': 'accumulation'}, 'accumulation rate': {'id': 'http://linked.earth/ontology/paleo_variables#accumulation', 'label': 'accumulation'}, 'accumulation rate ice (kg/m2/yr)': {'id': 'http://linked.earth/ontology/paleo_variables#accumulation', 'label': 'accumulation'}, 'acetic acid': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'acl': {'id': 'http://linked.earth/ontology/paleo_variables#ACL', 'label': 'ACL'}, 'acl (27-33)': {'id': 'http://linked.earth/ontology/paleo_variables#ACL', 'label': 'ACL'}, 'acl25-35': {'id': 'http://linked.earth/ontology/paleo_variables#ACL', 'label': 'ACL'}, 'acl27-31': {'id': 'http://linked.earth/ontology/paleo_variables#ACL', 'label': 'ACL'}, 'aclc22-30': {'id': 'http://linked.earth/ontology/paleo_variables#ACL', 'label': 'ACL'}, 'adjusted depth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'aet/pet': {'id': 'http://linked.earth/ontology/paleo_variables#AET_PET', 'label': 'AET/PET'}, 'aet_pet': {'id': 'http://linked.earth/ontology/paleo_variables#AET_PET', 'label': 'AET/PET'}, 'age': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'age max': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'age min': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'age14c': {'id': 'http://linked.earth/ontology/paleo_variables#age14C', 'label': 'age14C'}, 'age2.5': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'age95confmin': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'age95conmax': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'age97.5': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow90', 'label': 'uncertaintyLow90'}, 'age_2.5': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'age_5thpercentile': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow90', 'label': 'uncertaintyLow90'}, 'age_95thpercentile': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow90', 'label': 'uncertaintyLow90'}, 'age_97.5': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'age_alt': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'age_calbp95+': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'age_calbp95-': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'age_calibrated': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'age_ce': {'id': 'http://linked.earth/ontology/paleo_variables#year', 'label': 'year'}, 'age_max': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'age_min': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'age_old': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'age_original': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'age_uncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'age_y_bp+1s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 'age_y_bp-1s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 'age_young': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'agebacon': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agebaconuncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'agebaconuncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'agebchron': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agebchronuncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'agebchronuncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'agecopra': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agecoprauncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'agecoprauncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'ageduplicate': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'ageensemble': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'ageerror': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'agelininterp': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agelininterpuncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'agelininterpuncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'agelinreg': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agelinreguncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'agelinreguncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'agemarine09': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agemax': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'agemedian': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agemedianbacon': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agemin': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'ageold': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'ageoriginal': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'ageother': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'ageoxcal': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'ageoxcaluncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'ageoxcaluncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'agerounded': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agestalage': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'agestalageuncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'agestalageuncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'ageuncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'ageuncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'ageuncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'ageuncertaintyother': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'ageyoung': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'al': {'id': 'http://linked.earth/ontology/paleo_variables#Al', 'label': 'Al'}, 'al peak area': {'id': 'http://linked.earth/ontology/paleo_variables#Al', 'label': 'Al'}, 'al2o3': {'id': 'http://linked.earth/ontology/paleo_variables#Al2O3', 'label': 'Al2O3'}, 'alkenone unsaturation index uk37': {'id': 'http://linked.earth/ontology/paleo_variables#Uk37', 'label': 'Uk37'}, 'alkenone unsaturation index uk37 prime': {'id': 'http://linked.earth/ontology/paleo_variables#Uk37_', 'label': 'Uk37’'}, 'alkenones': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'alprop': {'id': 'http://linked.earth/ontology/paleo_variables#Al', 'label': 'Al'}, 'aluminum': {'id': 'http://linked.earth/ontology/paleo_variables#Al', 'label': 'Al'}, 'aluminum oxide': {'id': 'http://linked.earth/ontology/paleo_variables#Al2O3', 'label': 'Al2O3'}, 'ammonium': {'id': 'http://linked.earth/ontology/paleo_variables#ammonium', 'label': 'ammonium'}, 'ampere': {'id': 'http://linked.earth/ontology/paleo_variables#amps', 'label': 'amps'}, 'amps': {'id': 'http://linked.earth/ontology/paleo_variables#amps', 'label': 'amps'}, 'analogues': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'analogues#': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'anhysteretic remanent magnetization/isothermal remanent magnetization': {'id': 'http://linked.earth/ontology/paleo_variables#ARM_IRM', 'label': 'ARM/IRM'}, 'annual precipitation': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'annual precipitation error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'apr': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'aprq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'aragonite': {'id': 'http://linked.earth/ontology/paleo_variables#aragonite', 'label': 'aragonite'}, 'aridity': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'arm/irm': {'id': 'http://linked.earth/ontology/paleo_variables#ARM_IRM', 'label': 'ARM/IRM'}, 'arm_irm': {'id': 'http://linked.earth/ontology/paleo_variables#ARM_IRM', 'label': 'ARM/IRM'}, 'ars': {'id': 'http://linked.earth/ontology/paleo_variables#ARSTAN', 'label': 'ARSTAN'}, 'arsenic': {'id': 'http://linked.earth/ontology/paleo_variables#As', 'label': 'As'}, 'arstan': {'id': 'http://linked.earth/ontology/paleo_variables#ARSTAN', 'label': 'ARSTAN'}, 'arstan chronology method': {'id': 'http://linked.earth/ontology/paleo_variables#ARSTAN', 'label': 'ARSTAN'}, 'as': {'id': 'http://linked.earth/ontology/paleo_variables#As', 'label': 'As'}, 'ash': {'id': 'http://linked.earth/ontology/paleo_variables#ash', 'label': 'ash'}, 'aug': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'augq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'average c26 c28': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'average chain length': {'id': 'http://linked.earth/ontology/paleo_variables#ACL', 'label': 'ACL'}, 'average correlation coefficient': {'id': 'http://linked.earth/ontology/paleo_variables#RBAR', 'label': 'RBAR'}, 'averagechainlength20to30': {'id': 'http://linked.earth/ontology/paleo_variables#ACL', 'label': 'ACL'}, 'averagechainlength20to32': {'id': 'http://linked.earth/ontology/paleo_variables#ACL', 'label': 'ACL'}, 'avg_ms': {'id': 'http://linked.earth/ontology/paleo_variables#MS', 'label': 'MS'}, 'avg_ms_drs1_2a_3_2b_4': {'id': 'http://linked.earth/ontology/paleo_variables#MS', 'label': 'MS'}, 'b': {'id': 'http://linked.earth/ontology/paleo_variables#boron', 'label': 'boron'}, 'ba': {'id': 'http://linked.earth/ontology/paleo_variables#Ba', 'label': 'Ba'}, 'ba (ppm)': {'id': 'http://linked.earth/ontology/paleo_variables#Ba', 'label': 'Ba'}, 'ba peak area': {'id': 'http://linked.earth/ontology/paleo_variables#Ba', 'label': 'Ba'}, 'ba/al': {'id': 'http://linked.earth/ontology/paleo_variables#Ba_Al', 'label': 'Ba/Al'}, 'ba/ca': {'id': 'http://linked.earth/ontology/paleo_variables#Ba_Ca', 'label': 'Ba/Ca'}, 'ba_al': {'id': 'http://linked.earth/ontology/paleo_variables#Ba_Al', 'label': 'Ba/Al'}, 'ba_ca': {'id': 'http://linked.earth/ontology/paleo_variables#Ba_Ca', 'label': 'Ba/Ca'}, 'baca': {'id': 'http://linked.earth/ontology/paleo_variables#Ba_Ca', 'label': 'Ba/Ca'}, 'bag': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'bagd18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'bagdd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'bagdepth': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'bagdexcess': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'barium': {'id': 'http://linked.earth/ontology/paleo_variables#Ba', 'label': 'Ba'}, 'barium/aluminum': {'id': 'http://linked.earth/ontology/paleo_variables#Ba_Al', 'label': 'Ba/Al'}, 'barium/calcium': {'id': 'http://linked.earth/ontology/paleo_variables#Ba_Ca', 'label': 'Ba/Ca'}, 'be': {'id': 'http://linked.earth/ontology/paleo_variables#Be', 'label': 'Be'}, 'benth': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'benthic': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'beryllium': {'id': 'http://linked.earth/ontology/paleo_variables#Be', 'label': 'Be'}, 'biogenic silica': {'id': 'http://linked.earth/ontology/paleo_variables#BSi', 'label': 'BSi'}, 'biosi': {'id': 'http://linked.earth/ontology/paleo_variables#BSi', 'label': 'BSi'}, 'bit': {'id': 'http://linked.earth/ontology/paleo_variables#BIT', 'label': 'BIT'}, 'bitindex': {'id': 'http://linked.earth/ontology/paleo_variables#BIT', 'label': 'BIT'}, 'bitindex-3pt': {'id': 'http://linked.earth/ontology/paleo_variables#BIT', 'label': 'BIT'}, 'blueintensity': {'id': 'http://linked.earth/ontology/paleo_variables#reflectance', 'label': 'reflectance'}, 'boron': {'id': 'http://linked.earth/ontology/paleo_variables#boron', 'label': 'boron'}, 'bot': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'bottom depth': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'bottom depth in section': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'bottom_depth': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'bottomdepth': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'br': {'id': 'http://linked.earth/ontology/paleo_variables#Br', 'label': 'Br'}, 'br1020': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Ib', 'label': 'brGDGT-Ib'}, 'br1036': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIa', 'label': 'brGDGT-IIa'}, 'br1048': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIb', 'label': 'brGDGT-IIIb'}, 'br1050': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIa', 'label': 'brGDGT-IIIa'}, 'branched and isoprenoid tetraether index': {'id': 'http://linked.earth/ontology/paleo_variables#BIT', 'label': 'BIT'}, 'branched glycerol dialkyl glycerol tetraether': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Id', 'label': 'brGDGT-Id'}, 'brgdgt': {'id': 'http://linked.earth/ontology/paleo_variables#GDGT', 'label': 'GDGT'}, 'brgdgt-ia': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Ia', 'label': 'brGDGT-Ia'}, 'brgdgt-ib': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Ib', 'label': 'brGDGT-Ib'}, 'brgdgt-ic': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Ic', 'label': 'brGDGT-Ic'}, 'brgdgt-id': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Id', 'label': 'brGDGT-Id'}, 'brgdgt-iia': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIa', 'label': 'brGDGT-IIa'}, 'brgdgt-iia_': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIa_', 'label': 'brGDGT-IIa’'}, 'brgdgt-iia’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIa_', 'label': 'brGDGT-IIa’'}, 'brgdgt-iib': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIb', 'label': 'brGDGT-IIb'}, 'brgdgt-iib_': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIb_', 'label': 'brGDGT-IIb’'}, 'brgdgt-iib’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIb_', 'label': 'brGDGT-IIb’'}, 'brgdgt-iic': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIc', 'label': 'brGDGT-IIc'}, 'brgdgt-iic_': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIc_', 'label': 'brGDGT-IIc’'}, 'brgdgt-iic’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIc_', 'label': 'brGDGT-IIc’'}, 'brgdgt-iiia': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIa', 'label': 'brGDGT-IIIa'}, 'brgdgt-iiia_': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIa_', 'label': 'brGDGT-IIIa’'}, 'brgdgt-iiia’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIa_', 'label': 'brGDGT-IIIa’'}, 'brgdgt-iiib': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIb', 'label': 'brGDGT-IIIb'}, 'brgdgt-iiib_': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIb_', 'label': 'brGDGT-IIIb’'}, 'brgdgt-iiib’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIb_', 'label': 'brGDGT-IIIb’'}, 'brgdgt-iiic': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIc', 'label': 'brGDGT-IIIc'}, 'brgdgt-iiic_': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIc_', 'label': 'brGDGT-IIIc’'}, 'brgdgt-iiic’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIc_', 'label': 'brGDGT-IIIc’'}, 'brgdgtia': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Ia', 'label': 'brGDGT-Ia'}, 'brgdgtib': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Ib', 'label': 'brGDGT-Ib'}, 'brgdgtiia': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIa', 'label': 'brGDGT-IIa'}, 'brgdgtiib': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIb', 'label': 'brGDGT-IIb'}, 'brgdgtiiia': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIa', 'label': 'brGDGT-IIIa'}, 'brgdgtiiib': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIb', 'label': 'brGDGT-IIIb'}, 'brightness': {'id': 'http://linked.earth/ontology/paleo_variables#reflectance', 'label': 'reflectance'}, 'bromine': {'id': 'http://linked.earth/ontology/paleo_variables#Br', 'label': 'Br'}, 'bs': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'bs_comx': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'bs_landscape_openness': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'bsi': {'id': 'http://linked.earth/ontology/paleo_variables#BSi', 'label': 'BSi'}, 'bsi_3pt': {'id': 'http://linked.earth/ontology/paleo_variables#BSi', 'label': 'BSi'}, 'bsi_raw': {'id': 'http://linked.earth/ontology/paleo_variables#BSi', 'label': 'BSi'}, 'bsi_regime': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'bubblenumberdensity': {'id': 'http://linked.earth/ontology/paleo_variables#bubbleNumberDensity', 'label': 'bubbleNumberDensity'}, 'bubblenumberdensityerror': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'bulk density': {'id': 'http://linked.earth/ontology/paleo_variables#bulkDensity', 'label': 'bulkDensity'}, 'bulk mar': {'id': 'http://linked.earth/ontology/paleo_variables#MAR', 'label': 'MAR'}, 'bulk om d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'bulk om d15n': {'id': 'http://linked.earth/ontology/paleo_variables#d15N', 'label': 'd15N'}, 'bulkdensity': {'id': 'http://linked.earth/ontology/paleo_variables#bulkDensity', 'label': 'bulkDensity'}, 'bulkmar': {'id': 'http://linked.earth/ontology/paleo_variables#MAR', 'label': 'MAR'}, 'c': {'id': 'http://linked.earth/ontology/paleo_variables#carbon', 'label': 'carbon'}, 'c/n': {'id': 'http://linked.earth/ontology/paleo_variables#C_N', 'label': 'C/N'}, 'c/n organic': {'id': 'http://linked.earth/ontology/paleo_variables#C_N', 'label': 'C/N'}, 'c13bulk': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c14age': {'id': 'http://linked.earth/ontology/paleo_variables#age14C', 'label': 'age14C'}, 'c170x2d28': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'c20 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c20 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c20 d2h sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c20 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c20 n': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c20 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c20 sem': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c20 total unc': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'c20concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c20d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c20fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c20n': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c20n-alkenoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c20sem': {'id': 'http://linked.earth/ontology/paleo_variables#C20n-alkenoicAcid', 'label': 'C20n-alkenoicAcid'}, 'c21 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C21n-alkanoicAcid', 'label': 'C21n-alkanoicAcid'}, 'c21 d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c21 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c21 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C21n-alkanoicAcid', 'label': 'C21n-alkanoicAcid'}, 'c21 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C21n-alkanoicAcid', 'label': 'C21n-alkanoicAcid'}, 'c21fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C21n-alkanoicAcid', 'label': 'C21n-alkanoicAcid'}, 'c21n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C21n-alkanoicAcid', 'label': 'C21n-alkanoicAcid'}, 'c22 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c22 d2h sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c22 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C22n-alkanoicAcid', 'label': 'C22n-alkanoicAcid'}, 'c22 n': {'id': 'http://linked.earth/ontology/paleo_variables#C22n-alkanoicAcid', 'label': 'C22n-alkanoicAcid'}, 'c22 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C22n-alkanoicAcid', 'label': 'C22n-alkanoicAcid'}, 'c22 sem': {'id': 'http://linked.earth/ontology/paleo_variables#C22n-alkanoicAcid', 'label': 'C22n-alkanoicAcid'}, 'c22 total unc': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'c22concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C22n-alkanoicAcid', 'label': 'C22n-alkanoicAcid'}, 'c22d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c22fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C22n-alkanoicAcid', 'label': 'C22n-alkanoicAcid'}, 'c22n': {'id': 'http://linked.earth/ontology/paleo_variables#C22n-alkanoicAcid', 'label': 'C22n-alkanoicAcid'}, 'c22n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C22n-alkanoicAcid', 'label': 'C22n-alkanoicAcid'}, 'c22sem': {'id': 'http://linked.earth/ontology/paleo_variables#C22n-alkanoicAcid', 'label': 'C22n-alkanoicAcid'}, 'c23 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C23n-alkanoicAcid', 'label': 'C23n-alkanoicAcid'}, 'c23 d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c23 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c23 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C23n-alkanoicAcid', 'label': 'C23n-alkanoicAcid'}, 'c23 n': {'id': 'http://linked.earth/ontology/paleo_variables#C23n-alkanoicAcid', 'label': 'C23n-alkanoicAcid'}, 'c23 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C23n-alkanoicAcid', 'label': 'C23n-alkanoicAcid'}, 'c23 stdev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c23 δd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c23 δd std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c23c31': {'id': 'http://linked.earth/ontology/paleo_variables#C23n-alkanoicAcid', 'label': 'C23n-alkanoicAcid'}, 'c23fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C23n-alkanoicAcid', 'label': 'C23n-alkanoicAcid'}, 'c23n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C23n-alkanoicAcid', 'label': 'C23n-alkanoicAcid'}, 'c24 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c24 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c24 d2h stdev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c24 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c24 n': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c24 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c24 sem': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c24 total unc': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'c24concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c24d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c24fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c24n': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c24n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c24sem': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'c25 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C25n-alkanoicAcid', 'label': 'C25n-alkanoicAcid'}, 'c25 d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c25 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c25 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C25n-alkanoicAcid', 'label': 'C25n-alkanoicAcid'}, 'c25 n': {'id': 'http://linked.earth/ontology/paleo_variables#C25n-alkanoicAcid', 'label': 'C25n-alkanoicAcid'}, 'c25 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C25n-alkanoicAcid', 'label': 'C25n-alkanoicAcid'}, 'c25 stdev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c25 δd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c25 δd std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c25:2 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C25_2n-alkanoicAcid', 'label': 'C25_2n-alkanoicAcid'}, 'c25:2 d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c25:2 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c25_2n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C25_2n-alkanoicAcid', 'label': 'C25_2n-alkanoicAcid'}, 'c25fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C25n-alkanoicAcid', 'label': 'C25n-alkanoicAcid'}, 'c25n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C25n-alkanoicAcid', 'label': 'C25n-alkanoicAcid'}, 'c26 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c26 d2h sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c26 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26 n': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26 sem': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26 total unc': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'c26concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c26fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26n': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26oh0x2f0x28c26oh0x2bc290x29': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c26sem': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'c27 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C27n-alkanoicAcid', 'label': 'C27n-alkanoicAcid'}, 'c27 d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c27 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c27 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C27n-alkanoicAcid', 'label': 'C27n-alkanoicAcid'}, 'c27 n': {'id': 'http://linked.earth/ontology/paleo_variables#C27n-alkanoicAcid', 'label': 'C27n-alkanoicAcid'}, 'c27 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C27n-alkanoicAcid', 'label': 'C27n-alkanoicAcid'}, 'c27 stdev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c27fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C27n-alkanoicAcid', 'label': 'C27n-alkanoicAcid'}, 'c27n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C27n-alkanoicAcid', 'label': 'C27n-alkanoicAcid'}, 'c28 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c28 d13c vs.\xa0vpdb': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c28 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c28 d2h sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c28 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c28 n': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c28 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c28 sem': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c28 total unc': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'c28_dd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c28_ddiv': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c28concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c28d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c28fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c28n': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c28n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c28sem': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'c29 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C29n-alkanoicAcid', 'label': 'C29n-alkanoicAcid'}, 'c29 d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c29 d13c std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c29 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c29 dd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c29 dd std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c29 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C29n-alkanoicAcid', 'label': 'C29n-alkanoicAcid'}, 'c29 n': {'id': 'http://linked.earth/ontology/paleo_variables#C29n-alkanoicAcid', 'label': 'C29n-alkanoicAcid'}, 'c29 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C29n-alkanoicAcid', 'label': 'C29n-alkanoicAcid'}, 'c29 stdev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c29 δ13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c29 δ13c std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c29 δ13c std dev\xa0[±]': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c29 δd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c29 δd corrected': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c29 δd ice volume adjusted': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c29 δd ice volume and vegetation adjusted': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c29 δd std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c29 δd std dev\xa0[±]': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c29-c31 δd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c29fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C29n-alkanoicAcid', 'label': 'C29n-alkanoicAcid'}, 'c29n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C29n-alkanoicAcid', 'label': 'C29n-alkanoicAcid'}, 'c30 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c30 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c30 d2h sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c30 dd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c30 dd iv corrected (3°c)': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c30 dd iv corrected (7°c)': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c30 dd std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c30 fame concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c30 n': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c30 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c30 sem': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c30 total unc': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'c30concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c30d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c30fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c30n': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c30n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c30sem': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'c31 concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C31n-alkanoicAcid', 'label': 'C31n-alkanoicAcid'}, 'c31 d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c31 d13c std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c31 d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c31 dd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c31 dd std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c31 n-alkanoic acid': {'id': 'http://linked.earth/ontology/paleo_variables#C31n-alkanoicAcid', 'label': 'C31n-alkanoicAcid'}, 'c31 δ13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c31 δ13c std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c31 δd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c31 δd std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c31d13c_pdb': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c31d13csd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c31dd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c31ddsd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c31fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C31n-alkanoicAcid', 'label': 'C31n-alkanoicAcid'}, 'c31n-alkanoicacid': {'id': 'http://linked.earth/ontology/paleo_variables#C31n-alkanoicAcid', 'label': 'C31n-alkanoicAcid'}, 'c32 dd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c32fameconcentration': {'id': 'http://linked.earth/ontology/paleo_variables#C31n-alkanoicAcid', 'label': 'C31n-alkanoicAcid'}, 'c33 δ13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'c33 δ13c std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c33 δd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'c33 δd std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'c34:4': {'id': 'http://linked.earth/ontology/paleo_variables#C37_4Alkenone', 'label': 'C37:4Alkenone'}, 'c37 alkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37Alkenone', 'label': 'C37Alkenone'}, 'c37.concentration': {'id': 'http://linked.earth/ontology/paleo_variables#C37Alkenone', 'label': 'C37Alkenone'}, 'c370x3a4': {'id': 'http://linked.earth/ontology/paleo_variables#C37_4Alkenone', 'label': 'C37:4Alkenone'}, 'c37:2': {'id': 'http://linked.earth/ontology/paleo_variables#C37_2Alkenone', 'label': 'C37:2Alkenone'}, 'c37:2 alkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_2Alkenone', 'label': 'C37:2Alkenone'}, 'c37:2alkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_2Alkenone', 'label': 'C37:2Alkenone'}, 'c37:3 alkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_3bAlkenone', 'label': 'C37:3bAlkenone'}, 'c37:3a': {'id': 'http://linked.earth/ontology/paleo_variables#C37_3aAlkenone', 'label': 'C37:3aAlkenone'}, 'c37:3aalkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_3aAlkenone', 'label': 'C37:3aAlkenone'}, 'c37:3b': {'id': 'http://linked.earth/ontology/paleo_variables#C37_3bAlkenone', 'label': 'C37:3bAlkenone'}, 'c37:3balkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_3bAlkenone', 'label': 'C37:3bAlkenone'}, 'c37:4 alkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_4Alkenone', 'label': 'C37:4Alkenone'}, 'c37:4alkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_4Alkenone', 'label': 'C37:4Alkenone'}, 'c37_2alkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_2Alkenone', 'label': 'C37:2Alkenone'}, 'c37_3aalkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_3aAlkenone', 'label': 'C37:3aAlkenone'}, 'c37_3balkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_3bAlkenone', 'label': 'C37:3bAlkenone'}, 'c37_4alkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37_4Alkenone', 'label': 'C37:4Alkenone'}, 'c37alkenone': {'id': 'http://linked.earth/ontology/paleo_variables#C37Alkenone', 'label': 'C37Alkenone'}, 'c_n': {'id': 'http://linked.earth/ontology/paleo_variables#C_N', 'label': 'C/N'}, 'c_organic_flux': {'id': 'http://linked.earth/ontology/paleo_variables#organicCarbon', 'label': 'organicCarbon'}, 'ca': {'id': 'http://linked.earth/ontology/paleo_variables#Ca', 'label': 'Ca'}, 'ca peak area': {'id': 'http://linked.earth/ontology/paleo_variables#Ca', 'label': 'Ca'}, 'ca/k': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_K', 'label': 'Ca/K'}, 'ca/sr': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_Sr', 'label': 'Ca/Sr'}, 'ca/ti': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_Ti', 'label': 'Ca/Ti'}, 'ca/ti-z': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_Ti', 'label': 'Ca/Ti'}, 'ca__': {'id': 'http://linked.earth/ontology/paleo_variables#Ca', 'label': 'Ca'}, 'ca_k': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_K', 'label': 'Ca/K'}, 'ca_sr': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_Sr', 'label': 'Ca/Sr'}, 'ca_ti': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_Ti', 'label': 'Ca/Ti'}, 'caaxis1': {'id': 'http://linked.earth/ontology/paleo_variables#CCA1', 'label': 'CCA1'}, 'caaxis2': {'id': 'http://linked.earth/ontology/paleo_variables#CCA2', 'label': 'CCA2'}, 'caco3': {'id': 'http://linked.earth/ontology/paleo_variables#CaCO3', 'label': 'CaCO3'}, 'caco3-ic': {'id': 'http://linked.earth/ontology/paleo_variables#CaCO3', 'label': 'CaCO3'}, 'cadmium': {'id': 'http://linked.earth/ontology/paleo_variables#Cd', 'label': 'Cd'}, 'cal': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cal_age_range_old': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'cal_age_range_young': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'calcification': {'id': 'http://linked.earth/ontology/paleo_variables#calcificationRate', 'label': 'calcificationRate'}, 'calcification rate': {'id': 'http://linked.earth/ontology/paleo_variables#calcificationRate', 'label': 'calcificationRate'}, 'calcificationrate': {'id': 'http://linked.earth/ontology/paleo_variables#calcificationRate', 'label': 'calcificationRate'}, 'calcite': {'id': 'http://linked.earth/ontology/paleo_variables#calcite', 'label': 'calcite'}, 'calcium': {'id': 'http://linked.earth/ontology/paleo_variables#Ca', 'label': 'Ca'}, 'calcium carbonate': {'id': 'http://linked.earth/ontology/paleo_variables#CaCO3', 'label': 'CaCO3'}, 'calcium oxide': {'id': 'http://linked.earth/ontology/paleo_variables#CaO', 'label': 'CaO'}, 'calcium/potassium': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_K', 'label': 'Ca/K'}, 'calcium/strontium': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_Sr', 'label': 'Ca/Sr'}, 'calcium/titanium': {'id': 'http://linked.earth/ontology/paleo_variables#Ca_Ti', 'label': 'Ca/Ti'}, 'calibrated': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'calibration error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'cao': {'id': 'http://linked.earth/ontology/paleo_variables#CaO', 'label': 'CaO'}, 'caprop': {'id': 'http://linked.earth/ontology/paleo_variables#Ca', 'label': 'Ca'}, 'carbon': {'id': 'http://linked.earth/ontology/paleo_variables#carbon', 'label': 'carbon'}, 'carbon preference index': {'id': 'http://linked.earth/ontology/paleo_variables#CPI', 'label': 'CPI'}, 'carbon/nitrogen': {'id': 'http://linked.earth/ontology/paleo_variables#C_N', 'label': 'C/N'}, 'carbonate': {'id': 'http://linked.earth/ontology/paleo_variables#carbonate', 'label': 'carbonate'}, 'carbonpreferenceindex20to30': {'id': 'http://linked.earth/ontology/paleo_variables#CPI', 'label': 'CPI'}, 'carbonpreferenceindex20to32': {'id': 'http://linked.earth/ontology/paleo_variables#CPI', 'label': 'CPI'}, 'cast1': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cast2': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cbt': {'id': 'http://linked.earth/ontology/paleo_variables#CBT', 'label': 'CBT'}, 'cbtsd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'cca1': {'id': 'http://linked.earth/ontology/paleo_variables#CCA1', 'label': 'CCA1'}, 'cca2': {'id': 'http://linked.earth/ontology/paleo_variables#CCA2', 'label': 'CCA2'}, 'cd': {'id': 'http://linked.earth/ontology/paleo_variables#Cd', 'label': 'Cd'}, 'cd mar (ug/cm2/ky)': {'id': 'http://linked.earth/ontology/paleo_variables#Cd', 'label': 'Cd'}, 'cd/mn': {'id': 'http://linked.earth/ontology/paleo_variables#Cd_Mn', 'label': 'Cd/Mn'}, 'cd_mn': {'id': 'http://linked.earth/ontology/paleo_variables#Cd_Mn', 'label': 'Cd/Mn'}, 'cdr3_d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'cdr3_d18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'cdr3_mgca': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'cdr3_srca': {'id': 'http://linked.earth/ontology/paleo_variables#Sr_Ca', 'label': 'Sr/Ca'}, 'chacoal_influx': {'id': 'http://linked.earth/ontology/paleo_variables#charcoal', 'label': 'charcoal'}, 'charcoal': {'id': 'http://linked.earth/ontology/paleo_variables#charcoal', 'label': 'charcoal'}, 'chironomid d18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'chironomid d18o max': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'chironomid d18o min': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'chloride': {'id': 'http://linked.earth/ontology/paleo_variables#chloride', 'label': 'chloride'}, 'chlorine': {'id': 'http://linked.earth/ontology/paleo_variables#Cl', 'label': 'Cl'}, 'chromium': {'id': 'http://linked.earth/ontology/paleo_variables#Cr', 'label': 'Cr'}, 'ci': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cia': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'circulation index': {'id': 'http://linked.earth/ontology/paleo_variables#circulationIndex', 'label': 'circulationIndex'}, 'circulationindex': {'id': 'http://linked.earth/ontology/paleo_variables#circulationIndex', 'label': 'circulationIndex'}, 'cl': {'id': 'http://linked.earth/ontology/paleo_variables#Cl', 'label': 'Cl'}, 'cl_': {'id': 'http://linked.earth/ontology/paleo_variables#Cl', 'label': 'Cl'}, 'clastic': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'clastic_flux': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'clay': {'id': 'http://linked.earth/ontology/paleo_variables#clay', 'label': 'clay'}, 'cluster': {'id': 'http://linked.earth/ontology/paleo_variables#cluster', 'label': 'cluster'}, 'cluster2': {'id': 'http://linked.earth/ontology/paleo_variables#cluster', 'label': 'cluster'}, 'cmt': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cmt_max': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cmt_min': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cmtmax': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cmtmin': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'co': {'id': 'http://linked.earth/ontology/paleo_variables#Co', 'label': 'Co'}, 'cobalt': {'id': 'http://linked.earth/ontology/paleo_variables#Co', 'label': 'Co'}, 'codename': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'collection elevation': {'id': 'http://linked.earth/ontology/paleo_variables#zscore', 'label': 'zscore'}, 'color': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'commentregardingreliability': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'commentregardingreliability1': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'commentregardingreliability2': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'commentregardingreliability3': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'commentregardingreliability4': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'composite': {'id': 'http://linked.earth/ontology/paleo_variables#composite', 'label': 'composite'}, 'composite depth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'composite depth bottom': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'composite depth in core': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'composite depth mid': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'composite depth top': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'composite_depth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'compositedepth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'concentration': {'id': 'http://linked.earth/ontology/paleo_variables#concentration', 'label': 'concentration'}, 'concentration (c25-35)': {'id': 'http://linked.earth/ontology/paleo_variables#concentration', 'label': 'concentration'}, 'concentration unit': {'id': 'http://linked.earth/ontology/paleo_variables#concentration', 'label': 'concentration'}, 'copper': {'id': 'http://linked.earth/ontology/paleo_variables#Cu', 'label': 'Cu'}, 'cor_depth_cm': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'cordmar': {'id': 'http://linked.earth/ontology/paleo_variables#MAR', 'label': 'MAR'}, 'core': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'core depth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'core id': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'core name': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'core section': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'core_number': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'core_section': {'id': 'http://linked.earth/ontology/paleo_variables#section', 'label': 'section'}, 'corename': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'coresect1h': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'coresite': {'id': 'http://linked.earth/ontology/paleo_variables#site', 'label': 'site'}, 'corg': {'id': 'http://linked.earth/ontology/paleo_variables#TOC', 'label': 'TOC'}, 'corg dens': {'id': 'http://linked.earth/ontology/paleo_variables#organicCarbon', 'label': 'organicCarbon'}, 'corrected': {'id': 'http://linked.earth/ontology/paleo_variables#correction', 'label': 'correction'}, 'correction': {'id': 'http://linked.earth/ontology/paleo_variables#correction', 'label': 'correction'}, 'correlation coefficient': {'id': 'http://linked.earth/ontology/paleo_variables#correlationCoefficient', 'label': 'correlationCoefficient'}, 'correlationcoefficient': {'id': 'http://linked.earth/ontology/paleo_variables#correlationCoefficient', 'label': 'correlationCoefficient'}, 'corrs': {'id': 'http://linked.earth/ontology/paleo_variables#correlationCoefficient', 'label': 'correlationCoefficient'}, 'count': {'id': 'http://linked.earth/ontology/paleo_variables#sampleCount', 'label': 'sampleCount'}, 'count_analyses_b3': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'count_analyses_c2': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'count_analyses_c3': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'count_analyses_c5': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'count_analyses_c6': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'cpi': {'id': 'http://linked.earth/ontology/paleo_variables#CPI', 'label': 'CPI'}, 'cpi (27-33)': {'id': 'http://linked.earth/ontology/paleo_variables#CPI', 'label': 'CPI'}, 'cpi22-30': {'id': 'http://linked.earth/ontology/paleo_variables#CPI', 'label': 'CPI'}, 'cpi_25-33': {'id': 'http://linked.earth/ontology/paleo_variables#CPI', 'label': 'CPI'}, 'cr': {'id': 'http://linked.earth/ontology/paleo_variables#Cr', 'label': 'Cr'}, 'ct': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'cu': {'id': 'http://linked.earth/ontology/paleo_variables#Cu', 'label': 'Cu'}, 'cyclization index of branched tetraethers': {'id': 'http://linked.earth/ontology/paleo_variables#CBT', 'label': 'CBT'}, 'd': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'd excess stdev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'd-excess': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'd-excess pore ice': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'd-excess pore ice sw corr': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'd-excess sw': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'd-excess_swcorr': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'd0x2800x2e10x29': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'd0x2800x2e50x29': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'd0x2800x2e90x29': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'd13/12c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c bulk': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c bulk calcite': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c18 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c18 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c20 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c20 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c21 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c21 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c22 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c22 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c23 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c23 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c24 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c24 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c25': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c25 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c25 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c26 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c26 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c27': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c27 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c27 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c28 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c28 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c29': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c29 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c29 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c30 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c30 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c31': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c31 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c31 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c32 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c32 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c33 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c33 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c34 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c34 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c35 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c c35 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c carbonate': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd13c organic': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c ostracod': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd13c vpdb': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_2.5': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'd13c_97.5': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'd13c_bulloides': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_c28': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_c31': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_c31_sd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'd13c_dutertrei': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd13c_fame': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_org': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_pachyderma': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_pachyderma_d': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_ruber': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_ruber_pink': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13c_sacculifer': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13ccarb': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13ccomposite': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cleafwaxc27': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cleafwaxc27err': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cleafwaxc29': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cleafwaxc29err': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cleafwaxc31': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cleafwaxc31err': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cleafwaxc33': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cleafwaxc33err': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cmean': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cpisid': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cprecision': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd13cprecisioncomposite': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cstandard': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd13cstandardcomposite': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13cwax': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'd13o_pachyderma': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'd15n': {'id': 'http://linked.earth/ontology/paleo_variables#d15N', 'label': 'd15N'}, 'd15n/14n': {'id': 'http://linked.earth/ontology/paleo_variables#d15N', 'label': 'd15N'}, 'd180_corrc': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o (sea level corrected)': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o avg': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o bulk calcite': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o carbonate': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o carbonate corrected for dolomite': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o chironomid': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o encrustation': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd18o lake water': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o ostracod': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o pore ice': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o pore ice sw corr': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o vpdb': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_2.5': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'd18o_210yr': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_97.5': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'd18o_acicula': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_annual': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_bulloides': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_crassaformis': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_dutertrei': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd18o_gb': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_grass_leaf': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_grass_leaf_error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd18o_inflata': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_mabahethi': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_marginata': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_menardii': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_obliquiloculata': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_pachyderma': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_pachyderma_d': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_pdb': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_peregrina': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_quinqueloba': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_ruber': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_ruber_lato': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_ruber_pink': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_ruber_stricto': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_sacculifer': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_smow': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_sphagnum': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_sphagnum_error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd18o_sw': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_sw_annual': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_swcorr': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_tumida': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_vpdb': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18o_vp–sp': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18obsi': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18ocarb': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18ocomposite': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18odiatom': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18og.rub': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18omean': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18opisid': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18oprecision': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd18oprecisioncomposite': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd18ostandard': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd18ostandardcomposite': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd18osw': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18osw-g.rub': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18osw-sl-g.rubw': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18oterrestrialgastropods': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18otr': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18otr+': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18otr-': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'd18ouncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd18ouncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'd18ouncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'd2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h avg': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c20': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c20 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c20 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c21 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c21 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c22': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c22 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c22 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c23': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c23 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c23 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c24 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c24 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c25': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c25 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c25 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c25 error': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c25:2': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c26 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c26 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c27': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c27 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c27 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c27 error': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c28 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c28 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c29': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c29 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c29 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c29 error': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c30': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c30 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c30 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c31': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c31 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c31 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c31 error': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c32 fame': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c32 fame sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c33 alkane': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h c33 alkane sem': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h pore ice': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h pore ice sw corr': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h precip': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h_c16': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h_c26': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h_c28': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2h_c30': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hc24': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hc26': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hc28': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hc29': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hc30': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hleafwaxc28err': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'd2hleafwaxc29': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hleafwaxc29err': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hleafwaxc31': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hleafwaxc31err': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hleafwaxc33': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hleafwaxc33err': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2hsw': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'd2huncertaintyhigh80': {'id': 'http://linked.earth/ontology/paleo_variables#d2HUncertaintyHigh80', 'label': 'd2HUncertaintyHigh80'}, 'd2huncertaintylow80': {'id': 'http://linked.earth/ontology/paleo_variables#d2HUncertaintyLow80', 'label': 'd2HUncertaintyLow80'}, 'd50': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, 'dateid': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'dbd': {'id': 'http://linked.earth/ontology/paleo_variables#dryBulkDensity', 'label': 'dryBulkDensity'}, 'dd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'dd error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'dd iv': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'dd std dev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'dd unc': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'dd18o5pt': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'dd2h': {'id': 'http://linked.earth/ontology/paleo_variables#Dd2H', 'label': 'Dd2H'}, 'dd_c29': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'dd_c31': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'dd_c31_sd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'dd_ivandbio': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'dd_ivonly': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'dd_swcorr': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'ddc29': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'ddc31': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'ddp': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'ddp_1s_lower': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 'ddp_1s_upper': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 'dduncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'ddwax': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'ddwax corrected': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'ddwax_corr': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'ddwax_iv': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'debrislaythick': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'dec': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'decq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'deep.temp': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'deleteme': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'delta 13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'delta 15n': {'id': 'http://linked.earth/ontology/paleo_variables#d15N', 'label': 'd15N'}, 'delta 18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'delta 2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'deltarelativehumidity': {'id': 'http://linked.earth/ontology/paleo_variables#deltaRelativeHumidity', 'label': 'deltaRelativeHumidity'}, 'deltat': {'id': 'http://linked.earth/ontology/paleo_variables#deltaTemperature', 'label': 'deltaTemperature'}, 'deltat + 1 sigma': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 'deltat - 1 sigma': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 'deltatemperature': {'id': 'http://linked.earth/ontology/paleo_variables#deltaTemperature', 'label': 'deltaTemperature'}, 'density': {'id': 'http://linked.earth/ontology/paleo_variables#density', 'label': 'density'}, 'depth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depth at sample start': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'depth blf': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depth corrected': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depth-range': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeSplitIntoMultipleColumns', 'label': 'needsToBeSplitIntoMultipleColumns'}, 'depth.bottom': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'depth.lake': {'id': 'http://linked.earth/ontology/paleo_variables#lakeLevel', 'label': 'lakeLevel'}, 'depth.top': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'depth_bot': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'depth_bottom': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'depth_cmbs': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depth_core': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depth_core1': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depth_corr_cm': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depth_merge': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depth_merged': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depth_range': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeSplitIntoMultipleColumns', 'label': 'needsToBeSplitIntoMultipleColumns'}, 'depth_top': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'depth_top_m': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'depthbottom': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'depthbycore': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depthcomp': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depthcomposite': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depthice': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'depthrange': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeSplitIntoMultipleColumns', 'label': 'needsToBeSplitIntoMultipleColumns'}, 'depthtop': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'depthwe': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'detrendmg': {'id': 'http://linked.earth/ontology/paleo_variables#Mg', 'label': 'Mg'}, 'deuterium excess': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'deuteriumexcess': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'deutex': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'di': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'diatom': {'id': 'http://linked.earth/ontology/paleo_variables#diatom', 'label': 'diatom'}, 'diatom index': {'id': 'http://linked.earth/ontology/paleo_variables#diatomCount', 'label': 'diatomCount'}, 'diatom_abundance': {'id': 'http://linked.earth/ontology/paleo_variables#diatomCount', 'label': 'diatomCount'}, 'diatomcount': {'id': 'http://linked.earth/ontology/paleo_variables#diatomCount', 'label': 'diatomCount'}, 'diatoms_per_traverse': {'id': 'http://linked.earth/ontology/paleo_variables#diatomCount', 'label': 'diatomCount'}, 'dinocyst': {'id': 'http://linked.earth/ontology/paleo_variables#dinocyst', 'label': 'dinocyst'}, 'discharge': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'distance': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'dln': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'dmar': {'id': 'http://linked.earth/ontology/paleo_variables#dust', 'label': 'dust'}, 'dmar_error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'dmar_uncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'dn15': {'id': 'http://linked.earth/ontology/paleo_variables#d15N', 'label': 'd15N'}, 'dn15_corrected': {'id': 'http://linked.earth/ontology/paleo_variables#d15N', 'label': 'd15N'}, 'dolomite': {'id': 'http://linked.earth/ontology/paleo_variables#dolomite', 'label': 'dolomite'}, 'drillhole depth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'drilling project': {'id': 'http://linked.earth/ontology/paleo_variables#site', 'label': 'site'}, 'drive-depth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'drive-type': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'droughtindex (pc1)': {'id': 'http://linked.earth/ontology/paleo_variables#PC1', 'label': 'PC1'}, 'dry bulk density': {'id': 'http://linked.earth/ontology/paleo_variables#dryBulkDensity', 'label': 'dryBulkDensity'}, 'dry sample mass': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'dry sediment': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'dry_bd': {'id': 'http://linked.earth/ontology/paleo_variables#dryBulkDensity', 'label': 'dryBulkDensity'}, 'drybulkdensity': {'id': 'http://linked.earth/ontology/paleo_variables#dryBulkDensity', 'label': 'dryBulkDensity'}, 'dryelements': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'dune_a': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'duration': {'id': 'http://linked.earth/ontology/paleo_variables#duration', 'label': 'duration'}, 'duration unit': {'id': 'http://linked.earth/ontology/paleo_variables#duration', 'label': 'duration'}, 'dust': {'id': 'http://linked.earth/ontology/paleo_variables#dust', 'label': 'dust'}, 'dustflux': {'id': 'http://linked.earth/ontology/paleo_variables#dust', 'label': 'dust'}, 'dwhi': {'id': 'http://linked.earth/ontology/paleo_variables#DWHI', 'label': 'DWHI'}, 'dxs': {'id': 'http://linked.earth/ontology/paleo_variables#deuteriumExcess', 'label': 'deuteriumExcess'}, 'e2hterr-2haq': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'eaq-p': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'ecosystem index': {'id': 'http://linked.earth/ontology/paleo_variables#DWHI', 'label': 'DWHI'}, 'ecosystem quantity': {'id': 'http://linked.earth/ontology/paleo_variables#percent', 'label': 'percent'}, 'effectivemoisture': {'id': 'http://linked.earth/ontology/paleo_variables#effectivePrecipitation', 'label': 'effectivePrecipitation'}, 'effectiveprecipitation': {'id': 'http://linked.earth/ontology/paleo_variables#effectivePrecipitation', 'label': 'effectivePrecipitation'}, 'el niño event': {'id': 'http://linked.earth/ontology/paleo_variables#ElNinoEvent', 'label': 'ElNinoEvent'}, 'ela': {'id': 'http://linked.earth/ontology/paleo_variables#equilibriumLineAltitude', 'label': 'equilibriumLineAltitude'}, 'ela_alt': {'id': 'http://linked.earth/ontology/paleo_variables#equilibriumLineAltitude', 'label': 'equilibriumLineAltitude'}, 'elevation': {'id': 'http://linked.earth/ontology/paleo_variables#elevation', 'label': 'elevation'}, 'elevation a.s.l.': {'id': 'http://linked.earth/ontology/paleo_variables#elevation', 'label': 'elevation'}, 'elevation sample': {'id': 'http://linked.earth/ontology/paleo_variables#elevation', 'label': 'elevation'}, 'elninoevent': {'id': 'http://linked.earth/ontology/paleo_variables#ElNinoEvent', 'label': 'ElNinoEvent'}, 'em1': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'em2': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'em3': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'emi': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'empirical orthogonal function': {'id': 'http://linked.earth/ontology/paleo_variables#PC3', 'label': 'PC3'}, 'enso_events': {'id': 'http://linked.earth/ontology/paleo_variables#ElNinoEvent', 'label': 'ElNinoEvent'}, 'entityname': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'eps': {'id': 'http://linked.earth/ontology/paleo_variables#EPS', 'label': 'EPS'}, 'epsilon c28-c22': {'id': 'http://linked.earth/ontology/paleo_variables#epsilonC28C22', 'label': 'epsilonC28C22'}, 'epsilon c28-c22 uncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'epsilon c28-c24': {'id': 'http://linked.earth/ontology/paleo_variables#epsilonC28C24', 'label': 'epsilonC28C24'}, 'epsilon c28-c24 uncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'epsilon c29-c23': {'id': 'http://linked.earth/ontology/paleo_variables#epsilonC29C23', 'label': 'epsilonC29C23'}, 'epsilon uncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'epsilon28-22': {'id': 'http://linked.earth/ontology/paleo_variables#epsilonC28C22', 'label': 'epsilonC28C22'}, 'epsilon28-22uncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'epsilonc28c22': {'id': 'http://linked.earth/ontology/paleo_variables#epsilonC28C22', 'label': 'epsilonC28C22'}, 'epsilonc28c24': {'id': 'http://linked.earth/ontology/paleo_variables#epsilonC28C24', 'label': 'epsilonC28C24'}, 'epsilonc29c23': {'id': 'http://linked.earth/ontology/paleo_variables#epsilonC29C23', 'label': 'epsilonC29C23'}, 'equilibrium line altitude': {'id': 'http://linked.earth/ontology/paleo_variables#equilibriumLineAltitude', 'label': 'equilibriumLineAltitude'}, 'equilibriumlinealtitude': {'id': 'http://linked.earth/ontology/paleo_variables#equilibriumLineAltitude', 'label': 'equilibriumLineAltitude'}, 'err': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'error1': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'error2': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'error3': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'error_older_age': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'error_younger_age': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'errorlow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'errorlow2': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'errorup': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'errorup2': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'esep_pls_c2': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'esep_wmat': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'estdrybd': {'id': 'http://linked.earth/ontology/paleo_variables#dryBulkDensity', 'label': 'dryBulkDensity'}, 'eu/zr': {'id': 'http://linked.earth/ontology/paleo_variables#Eu_Zr', 'label': 'Eu/Zr'}, 'eu/zr-z': {'id': 'http://linked.earth/ontology/paleo_variables#Eu_Zr', 'label': 'Eu/Zr'}, 'eu_zr': {'id': 'http://linked.earth/ontology/paleo_variables#Eu_Zr', 'label': 'Eu/Zr'}, 'event': {'id': 'http://linked.earth/ontology/paleo_variables#event', 'label': 'event'}, 'event layer': {'id': 'http://linked.earth/ontology/paleo_variables#eventLayer', 'label': 'eventLayer'}, 'eventlayer': {'id': 'http://linked.earth/ontology/paleo_variables#eventLayer', 'label': 'eventLayer'}, 'eventlayerthick': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'expressed population signal': {'id': 'http://linked.earth/ontology/paleo_variables#EPS', 'label': 'EPS'}, 'f': {'id': 'http://linked.earth/ontology/paleo_variables#fluorine', 'label': 'fluorine'}, 'f_': {'id': 'http://linked.earth/ontology/paleo_variables#fluorine', 'label': 'fluorine'}, 'facies': {'id': 'http://linked.earth/ontology/paleo_variables#facies', 'label': 'facies'}, 'fe': {'id': 'http://linked.earth/ontology/paleo_variables#Fe', 'label': 'Fe'}, 'fe peak area': {'id': 'http://linked.earth/ontology/paleo_variables#Fe', 'label': 'Fe'}, 'fe/al': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Al', 'label': 'Fe/Al'}, 'fe/ca': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Ca', 'label': 'Fe/Ca'}, 'fe/k': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_K', 'label': 'Fe/K'}, 'fe/mn': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Mn', 'label': 'Fe/Mn'}, 'fe2o3': {'id': 'http://linked.earth/ontology/paleo_variables#Fe2O3', 'label': 'Fe2O3'}, 'fe_al': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Al', 'label': 'Fe/Al'}, 'fe_ca': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Ca', 'label': 'Fe/Ca'}, 'fe_k': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_K', 'label': 'Fe/K'}, 'fe_mn': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Mn', 'label': 'Fe/Mn'}, 'feb': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'febq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'feldspar': {'id': 'http://linked.earth/ontology/paleo_variables#feldspar', 'label': 'feldspar'}, 'feldspar group': {'id': 'http://linked.earth/ontology/paleo_variables#feldspar', 'label': 'feldspar'}, 'feprop': {'id': 'http://linked.earth/ontology/paleo_variables#Fe', 'label': 'Fe'}, 'fld lay thick': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'flood': {'id': 'http://linked.earth/ontology/paleo_variables#flood', 'label': 'flood'}, 'flood lay (annual)': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'flood lay (fall)': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'flood lay (spring)': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'flood lay (summer)': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'flood lay (winter)': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'floodlaythick': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'floods': {'id': 'http://linked.earth/ontology/paleo_variables#flood', 'label': 'flood'}, 'fluorine': {'id': 'http://linked.earth/ontology/paleo_variables#fluorine', 'label': 'fluorine'}, 'flux_dino': {'id': 'http://linked.earth/ontology/paleo_variables#dinocyst', 'label': 'dinocyst'}, 'foram': {'id': 'http://linked.earth/ontology/paleo_variables#foraminifera', 'label': 'foraminifera'}, 'foraminifer': {'id': 'http://linked.earth/ontology/paleo_variables#foraminifera', 'label': 'foraminifera'}, 'foraminifera': {'id': 'http://linked.earth/ontology/paleo_variables#foraminifera', 'label': 'foraminifera'}, 'fra06 air temperature': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'friedel-3-ene concentration': {'id': 'http://linked.earth/ontology/paleo_variables#concentration', 'label': 'concentration'}, 'friedel-3-ene d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'friedel-3-ene d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'from_68': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'from_95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty2s', 'label': 'uncertainty2s'}, 'g. ruber w δ18o\xa0[‰ pdb]': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'gamma': {'id': 'http://linked.earth/ontology/paleo_variables#gamma', 'label': 'gamma'}, 'gamma radiation': {'id': 'http://linked.earth/ontology/paleo_variables#gamma', 'label': 'gamma'}, 'gbulloidesd18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'gdd5': {'id': 'http://linked.earth/ontology/paleo_variables#growing_degree_days', 'label': 'growing degree days'}, 'gdgt': {'id': 'http://linked.earth/ontology/paleo_variables#GDGT', 'label': 'GDGT'}, 'gdgt-0/cren': {'id': 'http://linked.earth/ontology/paleo_variables#GDGT-0_Cren', 'label': 'GDGT-0/Cren'}, 'gdgt-0_cren': {'id': 'http://linked.earth/ontology/paleo_variables#GDGT-0_Cren', 'label': 'GDGT-0/Cren'}, 'glaciercoverage': {'id': 'http://linked.earth/ontology/paleo_variables#glacierCoverage', 'label': 'glacierCoverage'}, 'globigerinoides ruber': {'id': 'http://linked.earth/ontology/paleo_variables#globigerinoidesRuber', 'label': 'globigerinoidesRuber'}, 'globigerinoidesruber': {'id': 'http://linked.earth/ontology/paleo_variables#globigerinoidesRuber', 'label': 'globigerinoidesRuber'}, 'glycerol dialkyl glycerol tetraether': {'id': 'http://linked.earth/ontology/paleo_variables#GDGT', 'label': 'GDGT'}, 'goe': {'id': 'http://linked.earth/ontology/paleo_variables#circulationIndex', 'label': 'circulationIndex'}, 'gof': {'id': 'http://linked.earth/ontology/paleo_variables#circulationIndex', 'label': 'circulationIndex'}, 'grain size': {'id': 'http://linked.earth/ontology/paleo_variables#lithics', 'label': 'lithics'}, 'grain size mean': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, 'grainsize': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, 'grainsizemode': {'id': 'http://linked.earth/ontology/paleo_variables#grainSize', 'label': 'grainSize'}, 'grayscale': {'id': 'http://linked.earth/ontology/paleo_variables#grayscale', 'label': 'grayscale'}, 'grayscale20lp_detrended': {'id': 'http://linked.earth/ontology/paleo_variables#grayscale', 'label': 'grayscale'}, 'grey_scale': {'id': 'http://linked.earth/ontology/paleo_variables#grayscale', 'label': 'grayscale'}, 'growing degree days': {'id': 'http://linked.earth/ontology/paleo_variables#growing_degree_days', 'label': 'growing degree days'}, 'growing_degree_days': {'id': 'http://linked.earth/ontology/paleo_variables#growing_degree_days', 'label': 'growing degree days'}, 'growth rate': {'id': 'http://linked.earth/ontology/paleo_variables#growthRate', 'label': 'growthRate'}, 'growthrate': {'id': 'http://linked.earth/ontology/paleo_variables#growthRate', 'label': 'growthRate'}, 'gruber': {'id': 'http://linked.earth/ontology/paleo_variables#globigerinoidesRuber', 'label': 'globigerinoidesRuber'}, 'hasaragonitecorrection': {'id': 'http://linked.earth/ontology/paleo_variables#correction', 'label': 'correction'}, 'hasaragonitecorrectioncomposite': {'id': 'http://linked.earth/ontology/paleo_variables#correction', 'label': 'correction'}, 'hasgap': {'id': 'http://linked.earth/ontology/paleo_variables#hasGap', 'label': 'hasGap'}, 'hashiatus': {'id': 'http://linked.earth/ontology/paleo_variables#hasHiatus', 'label': 'hasHiatus'}, 'hashiatuscomposite': {'id': 'http://linked.earth/ontology/paleo_variables#hasHiatus', 'label': 'hasHiatus'}, 'hc/g': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'hii (h-set)': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'hii (n-set)': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'hii std (h-set)': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'hii std (n-set)': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'hindex': {'id': 'http://linked.earth/ontology/paleo_variables#humidificationIndex', 'label': 'humidificationIndex'}, 'hobdob': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'hole': {'id': 'http://linked.earth/ontology/paleo_variables#hole', 'label': 'hole'}, 'hop-17(21)-ene concentration': {'id': 'http://linked.earth/ontology/paleo_variables#concentration', 'label': 'concentration'}, 'hop-17(21)-ene d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'hop-17(21)-ene d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'hulunnuur': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'humidificationindex': {'id': 'http://linked.earth/ontology/paleo_variables#humidificationIndex', 'label': 'humidificationIndex'}, 'humification index': {'id': 'http://linked.earth/ontology/paleo_variables#humidificationIndex', 'label': 'humidificationIndex'}, 'hybrid': {'id': 'http://linked.earth/ontology/paleo_variables#composite', 'label': 'composite'}, 'ia': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Ia', 'label': 'brGDGT-Ia'}, 'ib': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Ib', 'label': 'brGDGT-Ib'}, 'ic': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-Ic', 'label': 'brGDGT-Ic'}, 'ice accumulation': {'id': 'http://linked.earth/ontology/paleo_variables#accumulation', 'label': 'accumulation'}, 'ice melt': {'id': 'http://linked.earth/ontology/paleo_variables#iceMelt', 'label': 'iceMelt'}, 'ice proxy with 25 carbon atoms': {'id': 'http://linked.earth/ontology/paleo_variables#IP25', 'label': 'IP25'}, 'ice rafted debris': {'id': 'http://linked.earth/ontology/paleo_variables#iceRaftedDebris', 'label': 'iceRaftedDebris'}, 'ice volume adjusted': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'ice volume and vegetation adjusted': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'ice_core_c': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'ice_melt_fraction': {'id': 'http://linked.earth/ontology/paleo_variables#iceMelt', 'label': 'iceMelt'}, 'icemelt': {'id': 'http://linked.earth/ontology/paleo_variables#iceMelt', 'label': 'iceMelt'}, 'icerafteddebris': {'id': 'http://linked.earth/ontology/paleo_variables#iceRaftedDebris', 'label': 'iceRaftedDebris'}, 'id': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'identified mineral': {'id': 'http://linked.earth/ontology/paleo_variables#mineralogy', 'label': 'mineralogy'}, 'iia': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIa', 'label': 'brGDGT-IIa'}, 'iia’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIa_', 'label': 'brGDGT-IIa’'}, 'iib': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIb', 'label': 'brGDGT-IIb'}, 'iib’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIb_', 'label': 'brGDGT-IIb’'}, 'iic': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIc', 'label': 'brGDGT-IIc'}, 'iic’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIc_', 'label': 'brGDGT-IIc’'}, 'iiia': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIa', 'label': 'brGDGT-IIIa'}, 'iiia’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIa_', 'label': 'brGDGT-IIIa’'}, 'iiib': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIb', 'label': 'brGDGT-IIIb'}, 'iiib’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIb_', 'label': 'brGDGT-IIIb’'}, 'iiic': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIc', 'label': 'brGDGT-IIIc'}, 'iiic’': {'id': 'http://linked.earth/ontology/paleo_variables#brGDGT-IIIc_', 'label': 'brGDGT-IIIc’'}, 'imi': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'imon1953': {'id': 'http://linked.earth/ontology/paleo_variables#seaIce', 'label': 'seaIce'}, 'imon1953/3': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'imon1953_i': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'imon1953_s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'inc/coh': {'id': 'http://linked.earth/ontology/paleo_variables#inc_coh', 'label': 'inc/coh'}, 'inc_coh': {'id': 'http://linked.earth/ontology/paleo_variables#inc_coh', 'label': 'inc/coh'}, 'incoherent:coherent scattering': {'id': 'http://linked.earth/ontology/paleo_variables#inc_coh', 'label': 'inc/coh'}, 'index': {'id': 'http://linked.earth/ontology/paleo_variables#index', 'label': 'index'}, 'inferred bsi': {'id': 'http://linked.earth/ontology/paleo_variables#BSi', 'label': 'BSi'}, 'inorganic carbon': {'id': 'http://linked.earth/ontology/paleo_variables#TIC', 'label': 'TIC'}, 'intcal09age': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'interpolatedtemperature': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'intertropical convergence zone index': {'id': 'http://linked.earth/ontology/paleo_variables#ITCZ', 'label': 'ITCZ'}, 'interval': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'intv0x2e': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'ip25': {'id': 'http://linked.earth/ontology/paleo_variables#IP25', 'label': 'IP25'}, 'ip25_flux': {'id': 'http://linked.earth/ontology/paleo_variables#IP25', 'label': 'IP25'}, 'ird': {'id': 'http://linked.earth/ontology/paleo_variables#iceRaftedDebris', 'label': 'iceRaftedDebris'}, 'irm': {'id': 'http://linked.earth/ontology/paleo_variables#IRM', 'label': 'IRM'}, 'irm_softflux': {'id': 'http://linked.earth/ontology/paleo_variables#IRM', 'label': 'IRM'}, 'iron': {'id': 'http://linked.earth/ontology/paleo_variables#Fe', 'label': 'Fe'}, 'iron(iii) oxide': {'id': 'http://linked.earth/ontology/paleo_variables#Fe2O3', 'label': 'Fe2O3'}, 'iron/aluminum': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Al', 'label': 'Fe/Al'}, 'iron/calcium': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Ca', 'label': 'Fe/Ca'}, 'iron/manganese': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Mn', 'label': 'Fe/Mn'}, 'iron/potassium': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_K', 'label': 'Fe/K'}, 'iso adjustment for ocean calibration': {'id': 'http://linked.earth/ontology/paleo_variables#correction', 'label': 'correction'}, 'isothermal remanent magnetization': {'id': 'http://linked.earth/ontology/paleo_variables#IRM', 'label': 'IRM'}, 'isreliable': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'itcz': {'id': 'http://linked.earth/ontology/paleo_variables#ITCZ', 'label': 'ITCZ'}, 'itcz_index': {'id': 'http://linked.earth/ontology/paleo_variables#ITCZ', 'label': 'ITCZ'}, 'jan': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'janq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'jas+': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'jas-': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'jas_error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'jaserror': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'jul': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'julianday': {'id': 'http://linked.earth/ontology/paleo_variables#JulianDay', 'label': 'JulianDay'}, 'jult-esep': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'jultanom': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'jultanomloess': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'julyq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'jun': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'juneq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'k': {'id': 'http://linked.earth/ontology/paleo_variables#potassium', 'label': 'potassium'}, 'k peak area': {'id': 'http://linked.earth/ontology/paleo_variables#potassium', 'label': 'potassium'}, 'k/al': {'id': 'http://linked.earth/ontology/paleo_variables#K_Al', 'label': 'K/Al'}, 'k2o': {'id': 'http://linked.earth/ontology/paleo_variables#K2O', 'label': 'K2O'}, 'k37': {'id': 'http://linked.earth/ontology/paleo_variables#K37', 'label': 'K37'}, 'k37s': {'id': 'http://linked.earth/ontology/paleo_variables#K37', 'label': 'K37'}, 'k_': {'id': 'http://linked.earth/ontology/paleo_variables#potassium', 'label': 'potassium'}, 'k_al': {'id': 'http://linked.earth/ontology/paleo_variables#K_Al', 'label': 'K/Al'}, 'kprop': {'id': 'http://linked.earth/ontology/paleo_variables#potassium', 'label': 'potassium'}, 'kyryr bp2': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'la': {'id': 'http://linked.earth/ontology/paleo_variables#La', 'label': 'La'}, 'lab code': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'lab id': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'label': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'lake area': {'id': 'http://linked.earth/ontology/paleo_variables#lakeArea', 'label': 'lakeArea'}, 'lake level': {'id': 'http://linked.earth/ontology/paleo_variables#lakeLevel', 'label': 'lakeLevel'}, 'lake level a.s.l.': {'id': 'http://linked.earth/ontology/paleo_variables#lakeLevel', 'label': 'lakeLevel'}, 'lakearea': {'id': 'http://linked.earth/ontology/paleo_variables#lakeArea', 'label': 'lakeArea'}, 'lakeareaerror': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'lakedepth': {'id': 'http://linked.earth/ontology/paleo_variables#lakeLevel', 'label': 'lakeLevel'}, 'lakelevel': {'id': 'http://linked.earth/ontology/paleo_variables#lakeLevel', 'label': 'lakeLevel'}, 'lakelevel_cm_': {'id': 'http://linked.earth/ontology/paleo_variables#lakeLevel', 'label': 'lakeLevel'}, 'lakelevelhi': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'lakelevello': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'lakelevelmax': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'lakelevelmin': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'lakelevelrelative': {'id': 'http://linked.earth/ontology/paleo_variables#lakeLevel', 'label': 'lakeLevel'}, 'lakename': {'id': 'http://linked.earth/ontology/paleo_variables#site', 'label': 'site'}, 'lakestatus': {'id': 'http://linked.earth/ontology/paleo_variables#lakeLevel', 'label': 'lakeLevel'}, 'laketrend': {'id': 'http://linked.earth/ontology/paleo_variables#lakeTrend', 'label': 'lakeTrend'}, 'lakevolume': {'id': 'http://linked.earth/ontology/paleo_variables#lakeVolume', 'label': 'lakeVolume'}, 'lakevolumeerror': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'lamina_thickness': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'laminae': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'laminathickenss': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'landscapecover': {'id': 'http://linked.earth/ontology/paleo_variables#landscapeCover', 'label': 'landscapeCover'}, 'lanthanum': {'id': 'http://linked.earth/ontology/paleo_variables#La', 'label': 'La'}, 'latewood density': {'id': 'http://linked.earth/ontology/paleo_variables#MXD', 'label': 'MXD'}, 'latitude': {'id': 'http://linked.earth/ontology/paleo_variables#latitude', 'label': 'latitude'}, 'latitude sample': {'id': 'http://linked.earth/ontology/paleo_variables#latitude', 'label': 'latitude'}, 'layer': {'id': 'http://linked.earth/ontology/paleo_variables#eventLayer', 'label': 'eventLayer'}, 'layer thickness': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'layer_type': {'id': 'http://linked.earth/ontology/paleo_variables#eventLayer', 'label': 'eventLayer'}, 'layerthickness': {'id': 'http://linked.earth/ontology/paleo_variables#layerThickness', 'label': 'layerThickness'}, 'lazerprofiler': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'ldi': {'id': 'http://linked.earth/ontology/paleo_variables#LDI', 'label': 'LDI'}, 'lead': {'id': 'http://linked.earth/ontology/paleo_variables#Pb', 'label': 'Pb'}, 'lithic flux': {'id': 'http://linked.earth/ontology/paleo_variables#lithics', 'label': 'lithics'}, 'lithics': {'id': 'http://linked.earth/ontology/paleo_variables#lithics', 'label': 'lithics'}, 'lithologic unit': {'id': 'http://linked.earth/ontology/paleo_variables#facies', 'label': 'facies'}, 'lithology': {'id': 'http://linked.earth/ontology/paleo_variables#facies', 'label': 'facies'}, 'ln(fe/ca)': {'id': 'http://linked.earth/ontology/paleo_variables#Fe_Ca', 'label': 'Fe/Ca'}, 'ln(k/al)': {'id': 'http://linked.earth/ontology/paleo_variables#K_Al', 'label': 'K/Al'}, 'ln(ti/ca)': {'id': 'http://linked.earth/ontology/paleo_variables#Ti_Ca', 'label': 'Ti/Ca'}, 'log(ti/ca)': {'id': 'http://linked.earth/ontology/paleo_variables#Ti_Ca', 'label': 'Ti/Ca'}, 'log[em3/(em1+em2)]': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'logdepthtop': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'logdepthtop-edc99': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'logdepttop': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'logsalinity': {'id': 'http://linked.earth/ontology/paleo_variables#salinity', 'label': 'salinity'}, 'loi': {'id': 'http://linked.earth/ontology/paleo_variables#LOI', 'label': 'LOI'}, 'long chain n-acid avg d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'long chain n-alkane avg d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'long-chain diol index': {'id': 'http://linked.earth/ontology/paleo_variables#LDI', 'label': 'LDI'}, 'longitude': {'id': 'http://linked.earth/ontology/paleo_variables#longitude', 'label': 'longitude'}, 'longitude sample': {'id': 'http://linked.earth/ontology/paleo_variables#longitude', 'label': 'longitude'}, 'lorca': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'loss on ignition': {'id': 'http://linked.earth/ontology/paleo_variables#LOI', 'label': 'LOI'}, 'lower band': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'lower95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'lowererr': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'lowererr2': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'lsr (cm/ky)': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'lyc.added': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'm-flood': {'id': 'http://linked.earth/ontology/paleo_variables#flood', 'label': 'flood'}, 'm-flood 200 yr avg': {'id': 'http://linked.earth/ontology/paleo_variables#flood', 'label': 'flood'}, 'm-flood 30 yr sum': {'id': 'http://linked.earth/ontology/paleo_variables#flood', 'label': 'flood'}, 'maat': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'mag0x2e': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'magnesium': {'id': 'http://linked.earth/ontology/paleo_variables#Mg', 'label': 'Mg'}, 'magnesium oxide': {'id': 'http://linked.earth/ontology/paleo_variables#MgO', 'label': 'MgO'}, 'magnesium/calcium': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'magnetic susceptibility': {'id': 'http://linked.earth/ontology/paleo_variables#MS', 'label': 'MS'}, 'manganese': {'id': 'http://linked.earth/ontology/paleo_variables#Mn', 'label': 'Mn'}, 'manganese oxide': {'id': 'http://linked.earth/ontology/paleo_variables#MnO', 'label': 'MnO'}, 'manganese/iron': {'id': 'http://linked.earth/ontology/paleo_variables#Mn_Fe', 'label': 'Mn/Fe'}, 'map': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'map1-sigma': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'map2-sigma': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty2s', 'label': 'uncertainty2s'}, 'map_max': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'map_min': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'mar': {'id': 'http://linked.earth/ontology/paleo_variables#MAR', 'label': 'MAR'}, 'marchq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'marine09': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'mark add': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'mark found': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'mass dry': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'mass dry 106 to 1000 um': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'mass dry 63 to 106 um': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'mass dry >1mm': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'mass per area per time unit': {'id': 'http://linked.earth/ontology/paleo_variables#MAR', 'label': 'MAR'}, 'massacum': {'id': 'http://linked.earth/ontology/paleo_variables#MAR', 'label': 'MAR'}, 'massdry': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'massdry_1mm': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'massmagsus': {'id': 'http://linked.earth/ontology/paleo_variables#MS', 'label': 'MS'}, 'mat': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'mat_max': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'mat_min': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'material': {'id': 'http://linked.earth/ontology/paleo_variables#material', 'label': 'material'}, 'matmax': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'matmin': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'max age': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'max rh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'max_age_95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'maxage': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'maxage95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'maxelevm': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'may': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'mayq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'mbt': {'id': 'http://linked.earth/ontology/paleo_variables#MBT', 'label': 'MBT'}, 'mbtsd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'mbt’': {'id': 'http://linked.earth/ontology/paleo_variables#MBT', 'label': 'MBT'}, 'mbt’5me': {'id': 'http://linked.earth/ontology/paleo_variables#MBT', 'label': 'MBT'}, 'mean consensus': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'mean depth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'mean sedim rate': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentationRate', 'label': 'sedimentationRate'}, 'mean_anomaly': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'meant': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'median cal age': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'medianage': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'melt': {'id': 'http://linked.earth/ontology/paleo_variables#iceMelt', 'label': 'iceMelt'}, 'meltlayerfrequency': {'id': 'http://linked.earth/ontology/paleo_variables#iceMelt', 'label': 'iceMelt'}, 'meltlayers': {'id': 'http://linked.earth/ontology/paleo_variables#iceMelt', 'label': 'iceMelt'}, 'meltuncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'meltuncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'methylation index of branched tetraethers': {'id': 'http://linked.earth/ontology/paleo_variables#MBT', 'label': 'MBT'}, 'mg': {'id': 'http://linked.earth/ontology/paleo_variables#Mg', 'label': 'Mg'}, 'mg/ca': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mg/ca raw': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mg0': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'mg__': {'id': 'http://linked.earth/ontology/paleo_variables#Mg', 'label': 'Mg'}, 'mg_ca': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mg_ca_sd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'mgca': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_bulloides': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_crassaformis': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_dutertrei': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_inflata': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_obliquiloculata': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_pachyderma': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_pachyderma_d': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_ruber': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_ruber_lato': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_ruber_pink': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_ruber_stricto': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_sacculifer': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgca_truncatulinoides': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'mgdetrended': {'id': 'http://linked.earth/ontology/paleo_variables#Mg', 'label': 'Mg'}, 'mgo': {'id': 'http://linked.earth/ontology/paleo_variables#MgO', 'label': 'MgO'}, 'mid-chain n-acid avg d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'midchain n-alkane avg d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'midpointdepth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'min age': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'min rh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'minage': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'minage95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'minelevm': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'mineral': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'mineral_flux': {'id': 'http://linked.earth/ontology/paleo_variables#mineralogy', 'label': 'mineralogy'}, 'mineralogy': {'id': 'http://linked.earth/ontology/paleo_variables#mineralogy', 'label': 'mineralogy'}, 'mineralogycomposite': {'id': 'http://linked.earth/ontology/paleo_variables#mineralogy', 'label': 'mineralogy'}, 'minidiscus?': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'mn': {'id': 'http://linked.earth/ontology/paleo_variables#Mn', 'label': 'Mn'}, 'mn/fe': {'id': 'http://linked.earth/ontology/paleo_variables#Mn_Fe', 'label': 'Mn/Fe'}, 'mn/mo': {'id': 'http://linked.earth/ontology/paleo_variables#Mn_Mo', 'label': 'Mn/Mo'}, 'mn_fe': {'id': 'http://linked.earth/ontology/paleo_variables#Mn_Fe', 'label': 'Mn/Fe'}, 'mn_mo': {'id': 'http://linked.earth/ontology/paleo_variables#Mn_Mo', 'label': 'Mn/Mo'}, 'mno': {'id': 'http://linked.earth/ontology/paleo_variables#MnO', 'label': 'MnO'}, 'mo': {'id': 'http://linked.earth/ontology/paleo_variables#Mo', 'label': 'Mo'}, 'mo mar (ug/cm2/ky)': {'id': 'http://linked.earth/ontology/paleo_variables#MAR', 'label': 'MAR'}, 'mo_xs': {'id': 'http://linked.earth/ontology/paleo_variables#Mo', 'label': 'Mo'}, 'mode': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'moistelements': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'moisture_index': {'id': 'http://linked.earth/ontology/paleo_variables#effectivePrecipitation', 'label': 'effectivePrecipitation'}, 'molarcn': {'id': 'http://linked.earth/ontology/paleo_variables#C_N', 'label': 'C/N'}, 'molybdenum': {'id': 'http://linked.earth/ontology/paleo_variables#Mo', 'label': 'Mo'}, 'ms': {'id': 'http://linked.earth/ontology/paleo_variables#MS', 'label': 'MS'}, 'msat': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'msat russell 2018': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'mshellcrn': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'mst': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'multivariate eigenvector-based variable': {'id': 'http://linked.earth/ontology/paleo_variables#CCA2', 'label': 'CCA2'}, 'mxd': {'id': 'http://linked.earth/ontology/paleo_variables#MXD', 'label': 'MXD'}, 'n': {'id': 'http://linked.earth/ontology/paleo_variables#nitrogen', 'label': 'nitrogen'}, 'n c24': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'n c26': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'n c28': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'n-alkane': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'n-c28': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'n/c': {'id': 'http://linked.earth/ontology/paleo_variables#N_C', 'label': 'N/C'}, 'n_c': {'id': 'http://linked.earth/ontology/paleo_variables#N_C', 'label': 'N/C'}, 'na': {'id': 'http://linked.earth/ontology/paleo_variables#sodium', 'label': 'sodium'}, 'na2o': {'id': 'http://linked.earth/ontology/paleo_variables#Na2O', 'label': 'Na2O'}, 'na_': {'id': 'http://linked.earth/ontology/paleo_variables#sodium', 'label': 'sodium'}, 'nc': {'id': 'http://linked.earth/ontology/paleo_variables#N_C', 'label': 'N/C'}, 'nc24': {'id': 'http://linked.earth/ontology/paleo_variables#C24n-alkanoicAcid', 'label': 'C24n-alkanoicAcid'}, 'nc26': {'id': 'http://linked.earth/ontology/paleo_variables#C26n-alkanoicAcid', 'label': 'C26n-alkanoicAcid'}, 'nc28': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'nc28_dd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'nc28_err': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'nc28_rep': {'id': 'http://linked.earth/ontology/paleo_variables#C28n-alkanoicAcid', 'label': 'C28n-alkanoicAcid'}, 'nc30_dd': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'nc30_err': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'nc30_rep': {'id': 'http://linked.earth/ontology/paleo_variables#C30n-alkanoicAcid', 'label': 'C30n-alkanoicAcid'}, 'ndutertreid18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'ndutertreimg/ca': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'ne.ars': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'needstobechanged': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'needstobesplitintomultiplecolumns': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeSplitIntoMultipleColumns', 'label': 'needsToBeSplitIntoMultipleColumns'}, 'nh4_': {'id': 'http://linked.earth/ontology/paleo_variables#ammonium', 'label': 'ammonium'}, 'ni': {'id': 'http://linked.earth/ontology/paleo_variables#Ni', 'label': 'Ni'}, 'nickel': {'id': 'http://linked.earth/ontology/paleo_variables#Ni', 'label': 'Ni'}, 'nitrate': {'id': 'http://linked.earth/ontology/paleo_variables#nitrate', 'label': 'nitrate'}, 'nitrogen': {'id': 'http://linked.earth/ontology/paleo_variables#nitrogen', 'label': 'nitrogen'}, 'no3': {'id': 'http://linked.earth/ontology/paleo_variables#NO3', 'label': 'NO3'}, 'no3_': {'id': 'http://linked.earth/ontology/paleo_variables#NO3', 'label': 'NO3'}, 'noid': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'nonreliabled18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'nonreliabletemperature': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'nonreliabletemperature 1': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'nonreliabletemperature 2': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'nonreliabletemperature_1': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'nonreliabletemperature_2': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'nonreliabletemperature_3': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'nonreliabletemperature_4': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'norg': {'id': 'http://linked.earth/ontology/paleo_variables#organicNitrogen', 'label': 'organicNitrogen'}, 'norm si/ti': {'id': 'http://linked.earth/ontology/paleo_variables#Si_Ti', 'label': 'Si/Ti'}, 'norm silicon': {'id': 'http://linked.earth/ontology/paleo_variables#Si', 'label': 'Si'}, 'note': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'notes': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'notes_c5': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'nov': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'novq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'num_samples': {'id': 'http://linked.earth/ontology/paleo_variables#sampleCount', 'label': 'sampleCount'}, 'numbe_counted': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'number': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'number_counted': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'numinzone': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'oc-mar (g)': {'id': 'http://linked.earth/ontology/paleo_variables#TOC', 'label': 'TOC'}, 'oc-mar (mg)': {'id': 'http://linked.earth/ontology/paleo_variables#TOC', 'label': 'TOC'}, 'oct': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'octq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'oep': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'om': {'id': 'http://linked.earth/ontology/paleo_variables#organicMatter', 'label': 'organicMatter'}, 'om dens': {'id': 'http://linked.earth/ontology/paleo_variables#organicMatter', 'label': 'organicMatter'}, 'openvegetation___': {'id': 'http://linked.earth/ontology/paleo_variables#landscapeCover', 'label': 'landscapeCover'}, 'organic': {'id': 'http://linked.earth/ontology/paleo_variables#organicMatter', 'label': 'organicMatter'}, 'organic carbon': {'id': 'http://linked.earth/ontology/paleo_variables#organicCarbon', 'label': 'organicCarbon'}, 'organic carbon concentration': {'id': 'http://linked.earth/ontology/paleo_variables#TOC', 'label': 'TOC'}, 'organic compound index': {'id': 'http://linked.earth/ontology/paleo_variables#RAN15', 'label': 'RAN15'}, 'organic matter': {'id': 'http://linked.earth/ontology/paleo_variables#organicMatter', 'label': 'organicMatter'}, 'organiccarbon': {'id': 'http://linked.earth/ontology/paleo_variables#organicCarbon', 'label': 'organicCarbon'}, 'organicmatter': {'id': 'http://linked.earth/ontology/paleo_variables#organicMatter', 'label': 'organicMatter'}, 'organicnitrogen': {'id': 'http://linked.earth/ontology/paleo_variables#organicNitrogen', 'label': 'organicNitrogen'}, 'originalcoredepth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'originalcorename': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'originalsampleid': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'oxygen': {'id': 'http://linked.earth/ontology/paleo_variables#oxygen', 'label': 'oxygen'}, 'p': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'p+sd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 'p-aqueous': {'id': 'http://linked.earth/ontology/paleo_variables#Paq', 'label': 'Paq'}, 'p-flood': {'id': 'http://linked.earth/ontology/paleo_variables#flood', 'label': 'flood'}, 'p-flood 200 yr avg': {'id': 'http://linked.earth/ontology/paleo_variables#flood', 'label': 'flood'}, 'p-flood 30 yr sum': {'id': 'http://linked.earth/ontology/paleo_variables#flood', 'label': 'flood'}, 'p-sd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 'p1': {'id': 'http://linked.earth/ontology/paleo_variables#PC1', 'label': 'PC1'}, 'pannom': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'pannommax': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'pannommaxuncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'pannommin': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'pannomminuncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'panom': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'panommax': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'panommaxuncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'panommin': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'panomminuncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'paq': {'id': 'http://linked.earth/ontology/paleo_variables#Paq', 'label': 'Paq'}, 'pb': {'id': 'http://linked.earth/ontology/paleo_variables#Pb', 'label': 'Pb'}, 'pc1': {'id': 'http://linked.earth/ontology/paleo_variables#PC1', 'label': 'PC1'}, 'pc1gs': {'id': 'http://linked.earth/ontology/paleo_variables#PC1', 'label': 'PC1'}, 'pc2': {'id': 'http://linked.earth/ontology/paleo_variables#PC2', 'label': 'PC2'}, 'pc3': {'id': 'http://linked.earth/ontology/paleo_variables#PC3', 'label': 'PC3'}, 'pca1': {'id': 'http://linked.earth/ontology/paleo_variables#PC1', 'label': 'PC1'}, 'pca2': {'id': 'http://linked.earth/ontology/paleo_variables#PC2', 'label': 'PC2'}, 'pcpanomci5': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'pcpanomci95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh90', 'label': 'uncertaintyHigh90'}, 'peat': {'id': 'http://linked.earth/ontology/paleo_variables#peat', 'label': 'peat'}, 'peatflux': {'id': 'http://linked.earth/ontology/paleo_variables#peat', 'label': 'peat'}, 'percent': {'id': 'http://linked.earth/ontology/paleo_variables#percent', 'label': 'percent'}, 'ph': {'id': 'http://linked.earth/ontology/paleo_variables#pH', 'label': 'pH'}, 'phosphorus': {'id': 'http://linked.earth/ontology/paleo_variables#phosphorus', 'label': 'phosphorus'}, 'phsoil': {'id': 'http://linked.earth/ontology/paleo_variables#pH', 'label': 'pH'}, 'picea/artemesia': {'id': 'http://linked.earth/ontology/paleo_variables#Picea_Artemisia', 'label': 'Picea/Artemisia'}, 'picea/artemisia': {'id': 'http://linked.earth/ontology/paleo_variables#Picea_Artemisia', 'label': 'Picea/Artemisia'}, 'picea/pinus': {'id': 'http://linked.earth/ontology/paleo_variables#Picea_Pinus', 'label': 'Picea/Pinus'}, 'picea_artemisia': {'id': 'http://linked.earth/ontology/paleo_variables#Picea_Artemisia', 'label': 'Picea/Artemisia'}, 'picea_pinus': {'id': 'http://linked.earth/ontology/paleo_variables#Picea_Pinus', 'label': 'Picea/Pinus'}, 'pinus/artemisia': {'id': 'http://linked.earth/ontology/paleo_variables#Pinus_Artemisia', 'label': 'Pinus/Artemisia'}, 'pinus_artemisia': {'id': 'http://linked.earth/ontology/paleo_variables#Pinus_Artemisia', 'label': 'Pinus/Artemisia'}, 'planktic.d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'planktic.d18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'planktic.mgca': {'id': 'http://linked.earth/ontology/paleo_variables#Mg_Ca', 'label': 'Mg/Ca'}, 'plotname': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'pls-1': {'id': 'http://linked.earth/ontology/paleo_variables#index', 'label': 'index'}, 'pls-2': {'id': 'http://linked.earth/ontology/paleo_variables#index', 'label': 'index'}, 'pls_c2_temp': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'pmax': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'pmin': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'poaceae/ephedra': {'id': 'http://linked.earth/ontology/paleo_variables#Poaceae_Ephedra', 'label': 'Poaceae/Ephedra'}, 'poaceae_ephedra': {'id': 'http://linked.earth/ontology/paleo_variables#Poaceae_Ephedra', 'label': 'Poaceae/Ephedra'}, 'pollen': {'id': 'http://linked.earth/ontology/paleo_variables#totalPollen', 'label': 'totalPollen'}, 'pollen sequence': {'id': 'http://linked.earth/ontology/paleo_variables#sequence', 'label': 'sequence'}, 'pollen_t': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'potassium': {'id': 'http://linked.earth/ontology/paleo_variables#potassium', 'label': 'potassium'}, 'potassium oxide': {'id': 'http://linked.earth/ontology/paleo_variables#K2O', 'label': 'K2O'}, 'potassium/aluminum': {'id': 'http://linked.earth/ontology/paleo_variables#K_Al', 'label': 'K/Al'}, 'ppexp': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'ppm as': {'id': 'http://linked.earth/ontology/paleo_variables#As', 'label': 'As'}, 'ppm ba': {'id': 'http://linked.earth/ontology/paleo_variables#Ba', 'label': 'Ba'}, 'ppm be': {'id': 'http://linked.earth/ontology/paleo_variables#Be', 'label': 'Be'}, 'ppm cd': {'id': 'http://linked.earth/ontology/paleo_variables#Cd', 'label': 'Cd'}, 'ppm cd/% mn': {'id': 'http://linked.earth/ontology/paleo_variables#Cd_Mn', 'label': 'Cd/Mn'}, 'ppm co': {'id': 'http://linked.earth/ontology/paleo_variables#Co', 'label': 'Co'}, 'ppm cr': {'id': 'http://linked.earth/ontology/paleo_variables#Cr', 'label': 'Cr'}, 'ppm cu': {'id': 'http://linked.earth/ontology/paleo_variables#Cu', 'label': 'Cu'}, 'ppm la': {'id': 'http://linked.earth/ontology/paleo_variables#La', 'label': 'La'}, 'ppm mn': {'id': 'http://linked.earth/ontology/paleo_variables#Mn', 'label': 'Mn'}, 'ppm mo': {'id': 'http://linked.earth/ontology/paleo_variables#Mo', 'label': 'Mo'}, 'ppm ni': {'id': 'http://linked.earth/ontology/paleo_variables#Ni', 'label': 'Ni'}, 'ppm pb': {'id': 'http://linked.earth/ontology/paleo_variables#Pb', 'label': 'Pb'}, 'ppm sc': {'id': 'http://linked.earth/ontology/paleo_variables#Sc', 'label': 'Sc'}, 'ppm sr': {'id': 'http://linked.earth/ontology/paleo_variables#Sr', 'label': 'Sr'}, 'ppm v': {'id': 'http://linked.earth/ontology/paleo_variables#V', 'label': 'V'}, 'ppm y': {'id': 'http://linked.earth/ontology/paleo_variables#Y', 'label': 'Y'}, 'ppm zn': {'id': 'http://linked.earth/ontology/paleo_variables#Zn', 'label': 'Zn'}, 'ppm zr': {'id': 'http://linked.earth/ontology/paleo_variables#Zr', 'label': 'Zr'}, 'ppmba/%al': {'id': 'http://linked.earth/ontology/paleo_variables#Ba_Al', 'label': 'Ba/Al'}, 'precip': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'precip d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'precip dd 10 ci': {'id': 'http://linked.earth/ontology/paleo_variables#d2HUncertaintyLow80', 'label': 'd2HUncertaintyLow80'}, 'precip dd 25 ci': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'precip dd 75 ci': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh50', 'label': 'uncertaintyHigh50'}, 'precip dd 90 ci': {'id': 'http://linked.earth/ontology/paleo_variables#d2HUncertaintyHigh80', 'label': 'd2HUncertaintyHigh80'}, 'precip+': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'precip-': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'precip51yr': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'precip5yr': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'precip_1s_lower': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 'precip_1s_upper': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 'precip_1s_uppper': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 'precipitation': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'precipitation (with h-set)': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'precipitation minus evaporation': {'id': 'http://linked.earth/ontology/paleo_variables#effectivePrecipitation', 'label': 'effectivePrecipitation'}, 'precipitation std': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'precipitation std (with h-set)': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'precipitationuncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'precipobs': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'productivity': {'id': 'http://linked.earth/ontology/paleo_variables#productivity', 'label': 'productivity'}, 'proxy composite': {'id': 'http://linked.earth/ontology/paleo_variables#composite', 'label': 'composite'}, 'pyrite': {'id': 'http://linked.earth/ontology/paleo_variables#pyrite', 'label': 'pyrite'}, 'q0.025': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'q0.16': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 'q0.84': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 'q0.975': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'quartz': {'id': 'http://linked.earth/ontology/paleo_variables#quartz', 'label': 'quartz'}, 'r570/r630': {'id': 'http://linked.earth/ontology/paleo_variables#R570_R630', 'label': 'R570/R630'}, 'r570_630': {'id': 'http://linked.earth/ontology/paleo_variables#R570_R630', 'label': 'R570/R630'}, 'r570_r630': {'id': 'http://linked.earth/ontology/paleo_variables#R570_R630', 'label': 'R570/R630'}, 'r650/r700': {'id': 'http://linked.earth/ontology/paleo_variables#R650_R700', 'label': 'R650/R700'}, 'r650_700': {'id': 'http://linked.earth/ontology/paleo_variables#R650_R700', 'label': 'R650/R700'}, 'r650_r700': {'id': 'http://linked.earth/ontology/paleo_variables#R650_R700', 'label': 'R650/R700'}, 'r660_670': {'id': 'http://linked.earth/ontology/paleo_variables#RABD660670', 'label': 'RABD660670'}, 'rabd660670': {'id': 'http://linked.earth/ontology/paleo_variables#RABD660670', 'label': 'RABD660670'}, 'rabd660;670 index': {'id': 'http://linked.earth/ontology/paleo_variables#RABD660670', 'label': 'RABD660670'}, 'rabd660_670': {'id': 'http://linked.earth/ontology/paleo_variables#RABD660670', 'label': 'RABD660670'}, 'radiocarbon year': {'id': 'http://linked.earth/ontology/paleo_variables#age14C', 'label': 'age14C'}, 'radiocarbondatesad0x2fbc': {'id': 'http://linked.earth/ontology/paleo_variables#age14C', 'label': 'age14C'}, 'ran15': {'id': 'http://linked.earth/ontology/paleo_variables#RAN15', 'label': 'RAN15'}, 'range': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'rb': {'id': 'http://linked.earth/ontology/paleo_variables#Rb', 'label': 'Rb'}, 'rb peak area': {'id': 'http://linked.earth/ontology/paleo_variables#Rb', 'label': 'Rb'}, 'rb/sr': {'id': 'http://linked.earth/ontology/paleo_variables#Rb87_Sr86', 'label': 'Rb87/Sr86'}, 'rb87/sr86': {'id': 'http://linked.earth/ontology/paleo_variables#Rb87_Sr86', 'label': 'Rb87/Sr86'}, 'rb87_sr86': {'id': 'http://linked.earth/ontology/paleo_variables#Rb87_Sr86', 'label': 'Rb87/Sr86'}, 'rbar': {'id': 'http://linked.earth/ontology/paleo_variables#RBAR', 'label': 'RBAR'}, 'rcs.ars': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'recon0x2edate': {'id': 'http://linked.earth/ontology/paleo_variables#year', 'label': 'year'}, 'reconstructed': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'reconstruction material': {'id': 'http://linked.earth/ontology/paleo_variables#material', 'label': 'material'}, 'red_color_intensity_units': {'id': 'http://linked.earth/ontology/paleo_variables#reflectance', 'label': 'reflectance'}, 'redness': {'id': 'http://linked.earth/ontology/paleo_variables#reflectance', 'label': 'reflectance'}, 'reflectance': {'id': 'http://linked.earth/ontology/paleo_variables#reflectance', 'label': 'reflectance'}, 'region': {'id': 'http://linked.earth/ontology/paleo_variables#site', 'label': 'site'}, 'relative humidity': {'id': 'http://linked.earth/ontology/paleo_variables#relativeHumidity', 'label': 'relativeHumidity'}, 'relativehumidity': {'id': 'http://linked.earth/ontology/paleo_variables#relativeHumidity', 'label': 'relativeHumidity'}, 'reliabieyn1': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'reliabieyn2': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'reliable': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'reliable 1': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'reliable 2': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'reliable?': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'reliable_1': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'reliable_2': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'reliable_3': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'reliable_4': {'id': 'http://linked.earth/ontology/paleo_variables#isReliable', 'label': 'isReliable'}, 'repeats': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'residual': {'id': 'http://linked.earth/ontology/paleo_variables#residualChronology', 'label': 'residualChronology'}, 'residual chronology method': {'id': 'http://linked.earth/ontology/paleo_variables#residualChronology', 'label': 'residualChronology'}, 'residualchronology': {'id': 'http://linked.earth/ontology/paleo_variables#residualChronology', 'label': 'residualChronology'}, 'reworked': {'id': 'http://linked.earth/ontology/paleo_variables#notes', 'label': 'notes'}, 'rh': {'id': 'http://linked.earth/ontology/paleo_variables#relativeHumidity', 'label': 'relativeHumidity'}, 'ring width': {'id': 'http://linked.earth/ontology/paleo_variables#ringWidth', 'label': 'ringWidth'}, 'ringwidth': {'id': 'http://linked.earth/ontology/paleo_variables#ringWidth', 'label': 'ringWidth'}, 'rra': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'ruberd18': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'rubidium': {'id': 'http://linked.earth/ontology/paleo_variables#Rb', 'label': 'Rb'}, 's': {'id': 'http://linked.earth/ontology/paleo_variables#sulfur', 'label': 'sulfur'}, 's52': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'salinity': {'id': 'http://linked.earth/ontology/paleo_variables#salinity', 'label': 'salinity'}, 'sambleid': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'samp thick': {'id': 'http://linked.earth/ontology/paleo_variables#thickness', 'label': 'thickness'}, 'samp vol': {'id': 'http://linked.earth/ontology/paleo_variables#volume', 'label': 'volume'}, 'sample': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sample # in section': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sample id': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sample identification': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sample interval': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sample label': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sample thickness': {'id': 'http://linked.earth/ontology/paleo_variables#thickness', 'label': 'thickness'}, 'sample_code': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sample_number': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sample_thickness': {'id': 'http://linked.earth/ontology/paleo_variables#thickness', 'label': 'thickness'}, 'samplecount': {'id': 'http://linked.earth/ontology/paleo_variables#sampleCount', 'label': 'sampleCount'}, 'sampledensity': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'sampleid': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sampleida': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sampleidb': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sampleidc': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'samplenumber': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'samples': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sand': {'id': 'http://linked.earth/ontology/paleo_variables#sand', 'label': 'sand'}, 'saug': {'id': 'http://linked.earth/ontology/paleo_variables#salinity', 'label': 'salinity'}, 'saug/3': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'saug_i': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'saug_s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'sbt': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'sc': {'id': 'http://linked.earth/ontology/paleo_variables#Sc', 'label': 'Sc'}, 'scandium': {'id': 'http://linked.earth/ontology/paleo_variables#Sc', 'label': 'Sc'}, 'sd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'sd_anomaly': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'se': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'sea ice cover': {'id': 'http://linked.earth/ontology/paleo_variables#seaIce', 'label': 'seaIce'}, 'sea_ice_conc': {'id': 'http://linked.earth/ontology/paleo_variables#seaIce', 'label': 'seaIce'}, 'sea_ice_months': {'id': 'http://linked.earth/ontology/paleo_variables#seaIce', 'label': 'seaIce'}, 'seaice': {'id': 'http://linked.earth/ontology/paleo_variables#seaIce', 'label': 'seaIce'}, 'seaicediatoms': {'id': 'http://linked.earth/ontology/paleo_variables#diatomCount', 'label': 'diatomCount'}, 'sec label': {'id': 'http://linked.earth/ontology/paleo_variables#section', 'label': 'section'}, 'section': {'id': 'http://linked.earth/ontology/paleo_variables#section', 'label': 'section'}, 'section #': {'id': 'http://linked.earth/ontology/paleo_variables#section', 'label': 'section'}, 'section [#]': {'id': 'http://linked.earth/ontology/paleo_variables#section', 'label': 'section'}, 'section depth': {'id': 'http://linked.earth/ontology/paleo_variables#depth', 'label': 'depth'}, 'section depth bottom': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'section depth top': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'section name': {'id': 'http://linked.earth/ontology/paleo_variables#section', 'label': 'section'}, 'section number': {'id': 'http://linked.earth/ontology/paleo_variables#section', 'label': 'section'}, 'sed rate': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentationRate', 'label': 'sedimentationRate'}, 'sedim rate': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentationRate', 'label': 'sedimentationRate'}, 'sedimentation rate': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentationRate', 'label': 'sedimentationRate'}, 'sedimentationrate': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentationRate', 'label': 'sedimentationRate'}, 'sedimentdry': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'sedimentweight': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentDry', 'label': 'sedimentDry'}, 'sedrate': {'id': 'http://linked.earth/ontology/paleo_variables#sedimentationRate', 'label': 'sedimentationRate'}, 'segment': {'id': 'http://linked.earth/ontology/paleo_variables#segmentLength', 'label': 'segmentLength'}, 'segmentlength': {'id': 'http://linked.earth/ontology/paleo_variables#segmentLength', 'label': 'segmentLength'}, 'sep': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'septq': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'sequence': {'id': 'http://linked.earth/ontology/paleo_variables#sequence', 'label': 'sequence'}, 'sete': {'id': 'http://linked.earth/ontology/paleo_variables#salinity', 'label': 'salinity'}, 'sete/3': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'sete_i': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'sete_s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'sfev': {'id': 'http://linked.earth/ontology/paleo_variables#salinity', 'label': 'salinity'}, 'sfev/3': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'sfev_i': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'sfev_s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'shcal04age': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'shiv': {'id': 'http://linked.earth/ontology/paleo_variables#salinity', 'label': 'salinity'}, 'shiv/3': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'shiv_i': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'shiv_s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'si': {'id': 'http://linked.earth/ontology/paleo_variables#Si', 'label': 'Si'}, 'si peak area': {'id': 'http://linked.earth/ontology/paleo_variables#Si', 'label': 'Si'}, 'si/al': {'id': 'http://linked.earth/ontology/paleo_variables#Si_Al', 'label': 'Si/Al'}, 'si/ti': {'id': 'http://linked.earth/ontology/paleo_variables#Si_Ti', 'label': 'Si/Ti'}, 'si_al': {'id': 'http://linked.earth/ontology/paleo_variables#Si_Al', 'label': 'Si/Al'}, 'si_ti': {'id': 'http://linked.earth/ontology/paleo_variables#Si_Ti', 'label': 'Si/Ti'}, 'silicon': {'id': 'http://linked.earth/ontology/paleo_variables#Si', 'label': 'Si'}, 'silicon/aluminum': {'id': 'http://linked.earth/ontology/paleo_variables#Si_Ti', 'label': 'Si/Ti'}, 'silt': {'id': 'http://linked.earth/ontology/paleo_variables#silt', 'label': 'silt'}, 'siprop': {'id': 'http://linked.earth/ontology/paleo_variables#Si', 'label': 'Si'}, 'sisalsampleid': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'sisalsampleidcomposite': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'site': {'id': 'http://linked.earth/ontology/paleo_variables#site', 'label': 'site'}, 'site/hole': {'id': 'http://linked.earth/ontology/paleo_variables#site', 'label': 'site'}, 'sitecount': {'id': 'http://linked.earth/ontology/paleo_variables#siteCount', 'label': 'siteCount'}, 'sitename': {'id': 'http://linked.earth/ontology/paleo_variables#site', 'label': 'site'}, 'slide count': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'sm/illitechlorite': {'id': 'http://linked.earth/ontology/paleo_variables#index', 'label': 'index'}, 'smapleid': {'id': 'http://linked.earth/ontology/paleo_variables#sampleID', 'label': 'sampleID'}, 'smoothedtemp': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'so4': {'id': 'http://linked.earth/ontology/paleo_variables#SO4', 'label': 'SO4'}, 'so4__': {'id': 'http://linked.earth/ontology/paleo_variables#SO4', 'label': 'SO4'}, 'sodium': {'id': 'http://linked.earth/ontology/paleo_variables#sodium', 'label': 'sodium'}, 'sodium oxide': {'id': 'http://linked.earth/ontology/paleo_variables#Na2O', 'label': 'Na2O'}, 'soilph': {'id': 'http://linked.earth/ontology/paleo_variables#pH', 'label': 'pH'}, 'soiltemp': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'solar irradiance': {'id': 'http://linked.earth/ontology/paleo_variables#solarIrradiance', 'label': 'solarIrradiance'}, 'solarirradiance': {'id': 'http://linked.earth/ontology/paleo_variables#solarIrradiance', 'label': 'solarIrradiance'}, 'sr': {'id': 'http://linked.earth/ontology/paleo_variables#Sr', 'label': 'Sr'}, 'sr (ppm)': {'id': 'http://linked.earth/ontology/paleo_variables#Sr', 'label': 'Sr'}, 'sr peak area': {'id': 'http://linked.earth/ontology/paleo_variables#Sr', 'label': 'Sr'}, 'sr/ca': {'id': 'http://linked.earth/ontology/paleo_variables#Sr_Ca', 'label': 'Sr/Ca'}, 'sr_ca': {'id': 'http://linked.earth/ontology/paleo_variables#Sr_Ca', 'label': 'Sr/Ca'}, 'srca': {'id': 'http://linked.earth/ontology/paleo_variables#Sr_Ca', 'label': 'Sr/Ca'}, 'srca_annual': {'id': 'http://linked.earth/ontology/paleo_variables#Sr_Ca', 'label': 'Sr/Ca'}, 'srcauncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'sss': {'id': 'http://linked.earth/ontology/paleo_variables#salinity', 'label': 'salinity'}, 'sst': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'sst-d18o': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'sst_amj': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'sst_from_planktic0x2ed18o': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'sst_from_planktic0x2emgca': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'sst_from_uk37': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'sst_ldi': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'stage': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'stal.id': {'id': 'http://linked.earth/ontology/paleo_variables#core', 'label': 'core'}, 'statistical variable': {'id': 'http://linked.earth/ontology/paleo_variables#index', 'label': 'index'}, 'std': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stddev': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stddev___': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdev c24': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdev c26': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdev c28': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdev c28 dd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdev weighted average': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdevc24': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdevc25': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdevc26': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdevc27': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdevc28': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdevc29': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'stdevc31': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'streamflow': {'id': 'http://linked.earth/ontology/paleo_variables#streamflow', 'label': 'streamflow'}, 'strontium': {'id': 'http://linked.earth/ontology/paleo_variables#Sr', 'label': 'Sr'}, 'strontium/calcium': {'id': 'http://linked.earth/ontology/paleo_variables#Sr_Ca', 'label': 'Sr/Ca'}, 'subt': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'sulfate': {'id': 'http://linked.earth/ontology/paleo_variables#sulfate', 'label': 'sulfate'}, 'sulfur': {'id': 'http://linked.earth/ontology/paleo_variables#sulfur', 'label': 'sulfur'}, 'sulphur': {'id': 'http://linked.earth/ontology/paleo_variables#sulfur', 'label': 'sulfur'}, 'sumdiatoms': {'id': 'http://linked.earth/ontology/paleo_variables#diatom', 'label': 'diatom'}, 'summer precipitation': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'summer precipitation error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'sumuk37': {'id': 'http://linked.earth/ontology/paleo_variables#UK37', 'label': 'UK37'}, 'sunfrac': {'id': 'http://linked.earth/ontology/paleo_variables#solarIrradiance', 'label': 'solarIrradiance'}, 'sunfracmax': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'sunfracmin': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 't anomaly': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 't+sd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 't-sd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 't-source': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 't.minussd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 't.plussd': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 't_site_std': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'tanom': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'taraxer-14-ene concentration': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'taraxer-14-ene d13c': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'taraxer-14-ene d2h': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'tc': {'id': 'http://linked.earth/ontology/paleo_variables#totalCarbon', 'label': 'totalCarbon'}, 'tct': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'tds': {'id': 'http://linked.earth/ontology/paleo_variables#TDS', 'label': 'TDS'}, 'temp': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp anom 10 ci': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp anom 25': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp anom 75': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp anom 90': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp anom best': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp anom for15': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp anom fra06': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp anom fra06-tr': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp2': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temp2s': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'tempav0': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'tempav8': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperature': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperature 1': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperature 1 sigma range high': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 'temperature 1 sigma range low': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 'temperature 2': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperature variable': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperature_1': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperature_2': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperature_3': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperature_4': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperature_error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'temperaturecold': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'temperaturecomposite': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperaturer2': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temperatureuncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'temperaturewarm': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'temperror': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'temperrorlower': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'temperrorplus': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'temperrorupper': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'tempk': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'tempnoelevcorrection': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'tempnosourcecorrection': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'temppartialcorrect': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'tempsmooth5': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'tempsource': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'tete': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'tete/3': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'tete_i': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'tete_s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'tetraether index of 86 carbon atoms': {'id': 'http://linked.earth/ontology/paleo_variables#TEX86', 'label': 'TEX86'}, 'tex86': {'id': 'http://linked.earth/ontology/paleo_variables#TEX86', 'label': 'TEX86'}, 'tex86l': {'id': 'http://linked.earth/ontology/paleo_variables#TEX86', 'label': 'TEX86'}, 'tfev': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'tfev/3': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'tfev_i': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'tfev_s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'th13c': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'thickness': {'id': 'http://linked.earth/ontology/paleo_variables#thickness', 'label': 'thickness'}, 'thicknesscomposite': {'id': 'http://linked.earth/ontology/paleo_variables#thickness', 'label': 'thickness'}, 'thin-mid': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'thisshouldntbeempty': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'thisshouldntbeempty1': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'thiv': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'thiv/3': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'thiv_i': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'thiv_s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'ti': {'id': 'http://linked.earth/ontology/paleo_variables#Ti', 'label': 'Ti'}, 'ti peak area': {'id': 'http://linked.earth/ontology/paleo_variables#Ti', 'label': 'Ti'}, 'ti/al': {'id': 'http://linked.earth/ontology/paleo_variables#Ti_Al', 'label': 'Ti/Al'}, 'ti/ca': {'id': 'http://linked.earth/ontology/paleo_variables#Ti_Ca', 'label': 'Ti/Ca'}, 'ti_al': {'id': 'http://linked.earth/ontology/paleo_variables#Ti_Al', 'label': 'Ti/Al'}, 'ti_ca': {'id': 'http://linked.earth/ontology/paleo_variables#Ti_Ca', 'label': 'Ti/Ca'}, 'tiash': {'id': 'http://linked.earth/ontology/paleo_variables#Ti', 'label': 'Ti'}, 'tic': {'id': 'http://linked.earth/ontology/paleo_variables#TIC', 'label': 'TIC'}, 'tio2': {'id': 'http://linked.earth/ontology/paleo_variables#TiO2', 'label': 'TiO2'}, 'tiprop': {'id': 'http://linked.earth/ontology/paleo_variables#Ti', 'label': 'Ti'}, 'titanium': {'id': 'http://linked.earth/ontology/paleo_variables#Ti', 'label': 'Ti'}, 'titanium dioxide': {'id': 'http://linked.earth/ontology/paleo_variables#TiO2', 'label': 'TiO2'}, 'titanium/aluminum': {'id': 'http://linked.earth/ontology/paleo_variables#Ti_Al', 'label': 'Ti/Al'}, 'titanium/calcium': {'id': 'http://linked.earth/ontology/paleo_variables#Ti_Ca', 'label': 'Ti/Ca'}, 'tn': {'id': 'http://linked.earth/ontology/paleo_variables#totalNitrogen', 'label': 'totalNitrogen'}, 'to_68': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'to_95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty2s', 'label': 'uncertainty2s'}, 'toc': {'id': 'http://linked.earth/ontology/paleo_variables#TOC', 'label': 'TOC'}, 'toc/tn': {'id': 'http://linked.earth/ontology/paleo_variables#TOC_TN', 'label': 'TOC/TN'}, 'toc_flux': {'id': 'http://linked.earth/ontology/paleo_variables#TOC', 'label': 'TOC'}, 'toc_tn': {'id': 'http://linked.earth/ontology/paleo_variables#TOC_TN', 'label': 'TOC/TN'}, 'tocmg': {'id': 'http://linked.earth/ontology/paleo_variables#TOC', 'label': 'TOC'}, 'top': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'top depth': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'top depth in section': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'top_depth': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'topdepth': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'total': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'total dinocysts': {'id': 'http://linked.earth/ontology/paleo_variables#dinocyst', 'label': 'dinocyst'}, 'total dissolved solids': {'id': 'http://linked.earth/ontology/paleo_variables#TDS', 'label': 'TDS'}, 'total_grains_counted': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'total_non_chaetoceros_counted': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'total_xount': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'totalammoniabeccarii': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'totalc37': {'id': 'http://linked.earth/ontology/paleo_variables#C37Alkenone', 'label': 'C37Alkenone'}, 'totalcarbon': {'id': 'http://linked.earth/ontology/paleo_variables#totalCarbon', 'label': 'totalCarbon'}, 'totalnitrogen': {'id': 'http://linked.earth/ontology/paleo_variables#totalNitrogen', 'label': 'totalNitrogen'}, 'totalpollen': {'id': 'http://linked.earth/ontology/paleo_variables#totalPollen', 'label': 'totalPollen'}, 'totc': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'treecover': {'id': 'http://linked.earth/ontology/paleo_variables#treeCover', 'label': 'treeCover'}, 'treecover_max': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'treecover_min': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'treepollen': {'id': 'http://linked.earth/ontology/paleo_variables#totalPollen', 'label': 'totalPollen'}, 'trsgi': {'id': 'http://linked.earth/ontology/paleo_variables#ringWidth', 'label': 'ringWidth'}, 'trw': {'id': 'http://linked.earth/ontology/paleo_variables#ringWidth', 'label': 'ringWidth'}, 'ts': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'tsar': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'tsar5pt': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'tsource': {'id': 'http://linked.earth/ontology/paleo_variables#temperature', 'label': 'temperature'}, 'tt': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'tterror': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'u': {'id': 'http://linked.earth/ontology/paleo_variables#uranium', 'label': 'uranium'}, 'u371sigmauncertainty-': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'u_xs': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'uk37': {'id': 'http://linked.earth/ontology/paleo_variables#Uk37', 'label': 'Uk37'}, 'uk37-sfs values': {'id': 'http://linked.earth/ontology/paleo_variables#Uk37', 'label': 'Uk37'}, 'uk37_': {'id': 'http://linked.earth/ontology/paleo_variables#Uk37_', 'label': 'Uk37’'}, 'uk37_error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uk37’': {'id': 'http://linked.earth/ontology/paleo_variables#Uk37_', 'label': 'Uk37’'}, 'uk_error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uk’37': {'id': 'http://linked.earth/ontology/paleo_variables#Uk37_', 'label': 'Uk37’'}, 'uncertainty': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uncertainty (±)': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uncertainty.temperature': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uncertainty1s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'uncertainty2s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty2s', 'label': 'uncertainty2s'}, 'uncertainty_1': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uncertainty_2': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uncertainty_3': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uncertainty_4': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uncertainty_plus': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'uncertainty_temperature': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'uncertaintydust0x5b0x250x5d0x28minus0x29': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'uncertaintydust0x5b0x250x5d0x28plus0x29': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'uncertaintyhigh': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'uncertaintyhigh1s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh1s', 'label': 'uncertaintyHigh1s'}, 'uncertaintyhigh50': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh50', 'label': 'uncertaintyHigh50'}, 'uncertaintyhigh90': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh90', 'label': 'uncertaintyHigh90'}, 'uncertaintyhigh95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'uncertaintylow': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'uncertaintylow1s': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow1s', 'label': 'uncertaintyLow1s'}, 'uncertaintylow90': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow90', 'label': 'uncertaintyLow90'}, 'uncertaintylow95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow95', 'label': 'uncertaintyLow95'}, 'uncorrected_depth_bot': {'id': 'http://linked.earth/ontology/paleo_variables#depthBottom', 'label': 'depthBottom'}, 'uncorrected_depth_top': {'id': 'http://linked.earth/ontology/paleo_variables#depthTop', 'label': 'depthTop'}, 'undertainty_minus': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'unit': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'unkowncolumn': {'id': 'http://linked.earth/ontology/paleo_variables#deleteMe', 'label': 'deleteMe'}, 'unnamed': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'unspecified error lower bound': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'unspecified error upper bound': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'unspecified margin of error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'upper band': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'upper95': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh95', 'label': 'uncertaintyHigh95'}, 'uppererr': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'uppererr2': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'upwelling': {'id': 'http://linked.earth/ontology/paleo_variables#upwelling', 'label': 'upwelling'}, 'upwelling index': {'id': 'http://linked.earth/ontology/paleo_variables#upwelling', 'label': 'upwelling'}, 'uranium': {'id': 'http://linked.earth/ontology/paleo_variables#uranium', 'label': 'uranium'}, 'v': {'id': 'http://linked.earth/ontology/paleo_variables#V', 'label': 'V'}, 'v/al': {'id': 'http://linked.earth/ontology/paleo_variables#V_Al', 'label': 'V/Al'}, 'v_al': {'id': 'http://linked.earth/ontology/paleo_variables#V_Al', 'label': 'V/Al'}, 'vanadium': {'id': 'http://linked.earth/ontology/paleo_variables#V', 'label': 'V'}, 'vanadium/aluminum': {'id': 'http://linked.earth/ontology/paleo_variables#V_Al', 'label': 'V/Al'}, 'varve thickness': {'id': 'http://linked.earth/ontology/paleo_variables#varveThickness', 'label': 'varveThickness'}, 'varve_number': {'id': 'http://linked.earth/ontology/paleo_variables#count', 'label': 'count'}, 'varve_width': {'id': 'http://linked.earth/ontology/paleo_variables#varveThickness', 'label': 'varveThickness'}, 'varvecountedagead0x2fbc': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'varvecountedageka': {'id': 'http://linked.earth/ontology/paleo_variables#age', 'label': 'age'}, 'varvethickness': {'id': 'http://linked.earth/ontology/paleo_variables#varveThickness', 'label': 'varveThickness'}, 'volume': {'id': 'http://linked.earth/ontology/paleo_variables#volume', 'label': 'volume'}, 'wacls': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'wacls_total': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'wainv': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'wainv_total': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'wapls-2': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'water': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'water content': {'id': 'http://linked.earth/ontology/paleo_variables#waterContent', 'label': 'waterContent'}, 'water table': {'id': 'http://linked.earth/ontology/paleo_variables#waterTableDepth', 'label': 'waterTableDepth'}, 'water table depth': {'id': 'http://linked.earth/ontology/paleo_variables#waterTableDepth', 'label': 'waterTableDepth'}, 'water table detrended': {'id': 'http://linked.earth/ontology/paleo_variables#waterTableDepth', 'label': 'waterTableDepth'}, 'water wm': {'id': 'http://linked.earth/ontology/paleo_variables#waterTableDepth', 'label': 'waterTableDepth'}, 'water/relict ice age': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'water_table_depth': {'id': 'http://linked.earth/ontology/paleo_variables#waterTableDepth', 'label': 'waterTableDepth'}, 'water_tabledepth': {'id': 'http://linked.earth/ontology/paleo_variables#waterTableDepth', 'label': 'waterTableDepth'}, 'waterbalance': {'id': 'http://linked.earth/ontology/paleo_variables#effectivePrecipitation', 'label': 'effectivePrecipitation'}, 'watercontent': {'id': 'http://linked.earth/ontology/paleo_variables#waterContent', 'label': 'waterContent'}, 'watertabledepth': {'id': 'http://linked.earth/ontology/paleo_variables#waterTableDepth', 'label': 'waterTableDepth'}, 'wetbd': {'id': 'http://linked.earth/ontology/paleo_variables#wetBulkDensity', 'label': 'wetBulkDensity'}, 'wetbulkdensity': {'id': 'http://linked.earth/ontology/paleo_variables#wetBulkDensity', 'label': 'wetBulkDensity'}, 'winter precipitation': {'id': 'http://linked.earth/ontology/paleo_variables#precipitation', 'label': 'precipitation'}, 'winter precipitation error': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty', 'label': 'uncertainty'}, 'wmt': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'wmt1-sigma': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty1s', 'label': 'uncertainty1s'}, 'wmt2-sigma': {'id': 'http://linked.earth/ontology/paleo_variables#uncertainty2s', 'label': 'uncertainty2s'}, 'wmt_max': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'wmt_min': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'wmtmax': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'wmtmin': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'woodycover___': {'id': 'http://linked.earth/ontology/paleo_variables#percent', 'label': 'percent'}, 'wr11_d18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'wr11_srca': {'id': 'http://linked.earth/ontology/paleo_variables#Sr_Ca', 'label': 'Sr/Ca'}, 'x00x2e020xb5m0x2d30x2e890xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x10000x2e010xb5m0x2d20000x2e000xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x1250x2e000xb5m0x2d2490x2e990xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x150x2e600xb5m0x2d300x2e990xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'x18orub_': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'x2500x2e000xb5m0x2d4990x2e990xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x30x2e900xb5m0x2d70x2e790xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x310x2e000xb5m0x2d620x2e490xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x5000x2e000xb5m0x2d10000x2e000xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x620x2e500xb5m0x2d1240x2e990xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x70x2e800xb5m0x2d150x2e590xb5m': {'id': 'http://linked.earth/ontology/paleo_variables#needsToBeChanged', 'label': 'needsToBeChanged'}, 'x_c': {'id': 'http://linked.earth/ontology/paleo_variables#carbon', 'label': 'carbon'}, 'x_clay': {'id': 'http://linked.earth/ontology/paleo_variables#clay', 'label': 'clay'}, 'x_radiograph_dark_layer': {'id': 'http://linked.earth/ontology/paleo_variables#reflectance', 'label': 'reflectance'}, 'x_sand': {'id': 'http://linked.earth/ontology/paleo_variables#sand', 'label': 'sand'}, 'x_silt': {'id': 'http://linked.earth/ontology/paleo_variables#silt', 'label': 'silt'}, 'y': {'id': 'http://linked.earth/ontology/paleo_variables#Y', 'label': 'Y'}, 'year': {'id': 'http://linked.earth/ontology/paleo_variables#year', 'label': 'year'}, 'year b2k': {'id': 'http://linked.earth/ontology/paleo_variables#year', 'label': 'year'}, 'year start': {'id': 'http://linked.earth/ontology/paleo_variables#year', 'label': 'year'}, 'year_old': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}, 'yearbottom': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'yearensemble': {'id': 'http://linked.earth/ontology/paleo_variables#year', 'label': 'year'}, 'yearrounded': {'id': 'http://linked.earth/ontology/paleo_variables#year', 'label': 'year'}, 'years for ocean correction': {'id': 'http://linked.earth/ontology/paleo_variables#correction', 'label': 'correction'}, 'yearspersample': {'id': 'http://linked.earth/ontology/paleo_variables#duration', 'label': 'duration'}, 'yeartop': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, 'yttrium': {'id': 'http://linked.earth/ontology/paleo_variables#Y', 'label': 'Y'}, 'z_score': {'id': 'http://linked.earth/ontology/paleo_variables#zscore', 'label': 'zscore'}, 'zinc': {'id': 'http://linked.earth/ontology/paleo_variables#Zn', 'label': 'Zn'}, 'zirconium': {'id': 'http://linked.earth/ontology/paleo_variables#Zr', 'label': 'Zr'}, 'zirconium/aluminum': {'id': 'http://linked.earth/ontology/paleo_variables#Zr_Al', 'label': 'Zr/Al'}, 'zn': {'id': 'http://linked.earth/ontology/paleo_variables#Zn', 'label': 'Zn'}, 'zr': {'id': 'http://linked.earth/ontology/paleo_variables#Zr', 'label': 'Zr'}, 'zr/al': {'id': 'http://linked.earth/ontology/paleo_variables#Zr_Al', 'label': 'Zr/Al'}, 'zr_al': {'id': 'http://linked.earth/ontology/paleo_variables#Zr_Al', 'label': 'Zr/Al'}, 'zscore': {'id': 'http://linked.earth/ontology/paleo_variables#zscore', 'label': 'zscore'}, 'δ13c n-alkanes': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'δ13c n-alkanes std dev': {'id': 'http://linked.earth/ontology/paleo_variables#d13C', 'label': 'd13C'}, 'δ18o': {'id': 'http://linked.earth/ontology/paleo_variables#d18O', 'label': 'd18O'}, 'δdaq': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'δdterr': {'id': 'http://linked.earth/ontology/paleo_variables#d2H', 'label': 'd2H'}, 'δδdterr-aq': {'id': 'http://linked.earth/ontology/paleo_variables#Dd2H', 'label': 'Dd2H'}, '∆rh_lower': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyLow', 'label': 'uncertaintyLow'}, '∆rh_mid': {'id': 'http://linked.earth/ontology/paleo_variables#deltaRelativeHumidity', 'label': 'deltaRelativeHumidity'}, '∆rh_upper': {'id': 'http://linked.earth/ontology/paleo_variables#uncertaintyHigh', 'label': 'uncertaintyHigh'}}
- class pylipd.classes.paleovariable.PaleoVariableConstants[source]
- ACL = <pylipd.classes.paleovariable.PaleoVariable object>
- AET_PET = <pylipd.classes.paleovariable.PaleoVariable object>
- ARM_IRM = <pylipd.classes.paleovariable.PaleoVariable object>
- ARSTAN = <pylipd.classes.paleovariable.PaleoVariable object>
- Al = <pylipd.classes.paleovariable.PaleoVariable object>
- Al2O3 = <pylipd.classes.paleovariable.PaleoVariable object>
- As = <pylipd.classes.paleovariable.PaleoVariable object>
- BIT = <pylipd.classes.paleovariable.PaleoVariable object>
- BSi = <pylipd.classes.paleovariable.PaleoVariable object>
- Ba = <pylipd.classes.paleovariable.PaleoVariable object>
- Ba_Al = <pylipd.classes.paleovariable.PaleoVariable object>
- Ba_Ca = <pylipd.classes.paleovariable.PaleoVariable object>
- Be = <pylipd.classes.paleovariable.PaleoVariable object>
- Br = <pylipd.classes.paleovariable.PaleoVariable object>
- C20n_alkenoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C21n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C22n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C23n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C24n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C25_2n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C25n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C26n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C27n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C28n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C29n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C30n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C31n_alkanoicAcid = <pylipd.classes.paleovariable.PaleoVariable object>
- C37Alkenone = <pylipd.classes.paleovariable.PaleoVariable object>
- C37_2Alkenone = <pylipd.classes.paleovariable.PaleoVariable object>
- C37_3aAlkenone = <pylipd.classes.paleovariable.PaleoVariable object>
- C37_3bAlkenone = <pylipd.classes.paleovariable.PaleoVariable object>
- C37_4Alkenone = <pylipd.classes.paleovariable.PaleoVariable object>
- CBT = <pylipd.classes.paleovariable.PaleoVariable object>
- CCA1 = <pylipd.classes.paleovariable.PaleoVariable object>
- CCA2 = <pylipd.classes.paleovariable.PaleoVariable object>
- CPI = <pylipd.classes.paleovariable.PaleoVariable object>
- C_N = <pylipd.classes.paleovariable.PaleoVariable object>
- Ca = <pylipd.classes.paleovariable.PaleoVariable object>
- CaCO3 = <pylipd.classes.paleovariable.PaleoVariable object>
- CaO = <pylipd.classes.paleovariable.PaleoVariable object>
- Ca_K = <pylipd.classes.paleovariable.PaleoVariable object>
- Ca_Sr = <pylipd.classes.paleovariable.PaleoVariable object>
- Ca_Ti = <pylipd.classes.paleovariable.PaleoVariable object>
- Cd = <pylipd.classes.paleovariable.PaleoVariable object>
- Cd_Mn = <pylipd.classes.paleovariable.PaleoVariable object>
- Cl = <pylipd.classes.paleovariable.PaleoVariable object>
- Co = <pylipd.classes.paleovariable.PaleoVariable object>
- Cr = <pylipd.classes.paleovariable.PaleoVariable object>
- Cu = <pylipd.classes.paleovariable.PaleoVariable object>
- DWHI = <pylipd.classes.paleovariable.PaleoVariable object>
- Dd2H = <pylipd.classes.paleovariable.PaleoVariable object>
- EPS = <pylipd.classes.paleovariable.PaleoVariable object>
- ElNinoEvent = <pylipd.classes.paleovariable.PaleoVariable object>
- Eu_Zr = <pylipd.classes.paleovariable.PaleoVariable object>
- Fe = <pylipd.classes.paleovariable.PaleoVariable object>
- Fe2O3 = <pylipd.classes.paleovariable.PaleoVariable object>
- Fe_Al = <pylipd.classes.paleovariable.PaleoVariable object>
- Fe_Ca = <pylipd.classes.paleovariable.PaleoVariable object>
- Fe_K = <pylipd.classes.paleovariable.PaleoVariable object>
- Fe_Mn = <pylipd.classes.paleovariable.PaleoVariable object>
- GDGT = <pylipd.classes.paleovariable.PaleoVariable object>
- GDGT_0_Cren = <pylipd.classes.paleovariable.PaleoVariable object>
- IP25 = <pylipd.classes.paleovariable.PaleoVariable object>
- IRM = <pylipd.classes.paleovariable.PaleoVariable object>
- ITCZ = <pylipd.classes.paleovariable.PaleoVariable object>
- JulianDay = <pylipd.classes.paleovariable.PaleoVariable object>
- K2O = <pylipd.classes.paleovariable.PaleoVariable object>
- K37 = <pylipd.classes.paleovariable.PaleoVariable object>
- K_Al = <pylipd.classes.paleovariable.PaleoVariable object>
- LDI = <pylipd.classes.paleovariable.PaleoVariable object>
- LOI = <pylipd.classes.paleovariable.PaleoVariable object>
- La = <pylipd.classes.paleovariable.PaleoVariable object>
- MAR = <pylipd.classes.paleovariable.PaleoVariable object>
- MBT = <pylipd.classes.paleovariable.PaleoVariable object>
- MS = <pylipd.classes.paleovariable.PaleoVariable object>
- MXD = <pylipd.classes.paleovariable.PaleoVariable object>
- Mg = <pylipd.classes.paleovariable.PaleoVariable object>
- MgO = <pylipd.classes.paleovariable.PaleoVariable object>
- Mg_Ca = <pylipd.classes.paleovariable.PaleoVariable object>
- Mn = <pylipd.classes.paleovariable.PaleoVariable object>
- MnO = <pylipd.classes.paleovariable.PaleoVariable object>
- Mn_Fe = <pylipd.classes.paleovariable.PaleoVariable object>
- Mn_Mo = <pylipd.classes.paleovariable.PaleoVariable object>
- Mo = <pylipd.classes.paleovariable.PaleoVariable object>
- NO3 = <pylipd.classes.paleovariable.PaleoVariable object>
- N_C = <pylipd.classes.paleovariable.PaleoVariable object>
- Na2O = <pylipd.classes.paleovariable.PaleoVariable object>
- Ni = <pylipd.classes.paleovariable.PaleoVariable object>
- PC1 = <pylipd.classes.paleovariable.PaleoVariable object>
- PC2 = <pylipd.classes.paleovariable.PaleoVariable object>
- PC3 = <pylipd.classes.paleovariable.PaleoVariable object>
- Paq = <pylipd.classes.paleovariable.PaleoVariable object>
- Pb = <pylipd.classes.paleovariable.PaleoVariable object>
- Picea_Artemisia = <pylipd.classes.paleovariable.PaleoVariable object>
- Picea_Pinus = <pylipd.classes.paleovariable.PaleoVariable object>
- Pinus_Artemisia = <pylipd.classes.paleovariable.PaleoVariable object>
- Poaceae_Ephedra = <pylipd.classes.paleovariable.PaleoVariable object>
- R570_R630 = <pylipd.classes.paleovariable.PaleoVariable object>
- R650_R700 = <pylipd.classes.paleovariable.PaleoVariable object>
- RABD660670 = <pylipd.classes.paleovariable.PaleoVariable object>
- RAN15 = <pylipd.classes.paleovariable.PaleoVariable object>
- RBAR = <pylipd.classes.paleovariable.PaleoVariable object>
- Rb = <pylipd.classes.paleovariable.PaleoVariable object>
- Rb87_Sr86 = <pylipd.classes.paleovariable.PaleoVariable object>
- SO4 = <pylipd.classes.paleovariable.PaleoVariable object>
- Sc = <pylipd.classes.paleovariable.PaleoVariable object>
- Si = <pylipd.classes.paleovariable.PaleoVariable object>
- Si_Al = <pylipd.classes.paleovariable.PaleoVariable object>
- Si_Ti = <pylipd.classes.paleovariable.PaleoVariable object>
- Sr = <pylipd.classes.paleovariable.PaleoVariable object>
- Sr_Ca = <pylipd.classes.paleovariable.PaleoVariable object>
- TDS = <pylipd.classes.paleovariable.PaleoVariable object>
- TEX86 = <pylipd.classes.paleovariable.PaleoVariable object>
- TIC = <pylipd.classes.paleovariable.PaleoVariable object>
- TOC = <pylipd.classes.paleovariable.PaleoVariable object>
- TOC_TN = <pylipd.classes.paleovariable.PaleoVariable object>
- Ti = <pylipd.classes.paleovariable.PaleoVariable object>
- TiO2 = <pylipd.classes.paleovariable.PaleoVariable object>
- Ti_Al = <pylipd.classes.paleovariable.PaleoVariable object>
- Ti_Ca = <pylipd.classes.paleovariable.PaleoVariable object>
- UK37 = <pylipd.classes.paleovariable.PaleoVariable object>
- Uk37 = <pylipd.classes.paleovariable.PaleoVariable object>
- Uk37_ = <pylipd.classes.paleovariable.PaleoVariable object>
- V = <pylipd.classes.paleovariable.PaleoVariable object>
- V_Al = <pylipd.classes.paleovariable.PaleoVariable object>
- Y = <pylipd.classes.paleovariable.PaleoVariable object>
- Zn = <pylipd.classes.paleovariable.PaleoVariable object>
- Zr = <pylipd.classes.paleovariable.PaleoVariable object>
- Zr_Al = <pylipd.classes.paleovariable.PaleoVariable object>
- accumulation = <pylipd.classes.paleovariable.PaleoVariable object>
- age = <pylipd.classes.paleovariable.PaleoVariable object>
- age14C = <pylipd.classes.paleovariable.PaleoVariable object>
- ammonium = <pylipd.classes.paleovariable.PaleoVariable object>
- amps = <pylipd.classes.paleovariable.PaleoVariable object>
- aragonite = <pylipd.classes.paleovariable.PaleoVariable object>
- ash = <pylipd.classes.paleovariable.PaleoVariable object>
- boron = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIIa = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIIa_ = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIIb = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIIb_ = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIIc = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIIc_ = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIa = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIa_ = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIb = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIb_ = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIc = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_IIc_ = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_Ia = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_Ib = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_Ic = <pylipd.classes.paleovariable.PaleoVariable object>
- brGDGT_Id = <pylipd.classes.paleovariable.PaleoVariable object>
- bubbleNumberDensity = <pylipd.classes.paleovariable.PaleoVariable object>
- bulkDensity = <pylipd.classes.paleovariable.PaleoVariable object>
- calcificationRate = <pylipd.classes.paleovariable.PaleoVariable object>
- calcite = <pylipd.classes.paleovariable.PaleoVariable object>
- carbon = <pylipd.classes.paleovariable.PaleoVariable object>
- carbonate = <pylipd.classes.paleovariable.PaleoVariable object>
- charcoal = <pylipd.classes.paleovariable.PaleoVariable object>
- chloride = <pylipd.classes.paleovariable.PaleoVariable object>
- circulationIndex = <pylipd.classes.paleovariable.PaleoVariable object>
- clay = <pylipd.classes.paleovariable.PaleoVariable object>
- cluster = <pylipd.classes.paleovariable.PaleoVariable object>
- composite = <pylipd.classes.paleovariable.PaleoVariable object>
- concentration = <pylipd.classes.paleovariable.PaleoVariable object>
- core = <pylipd.classes.paleovariable.PaleoVariable object>
- correction = <pylipd.classes.paleovariable.PaleoVariable object>
- correlationCoefficient = <pylipd.classes.paleovariable.PaleoVariable object>
- count = <pylipd.classes.paleovariable.PaleoVariable object>
- d13C = <pylipd.classes.paleovariable.PaleoVariable object>
- d15N = <pylipd.classes.paleovariable.PaleoVariable object>
- d18O = <pylipd.classes.paleovariable.PaleoVariable object>
- d2H = <pylipd.classes.paleovariable.PaleoVariable object>
- d2HUncertaintyHigh80 = <pylipd.classes.paleovariable.PaleoVariable object>
- d2HUncertaintyLow80 = <pylipd.classes.paleovariable.PaleoVariable object>
- deleteMe = <pylipd.classes.paleovariable.PaleoVariable object>
- deltaRelativeHumidity = <pylipd.classes.paleovariable.PaleoVariable object>
- deltaTemperature = <pylipd.classes.paleovariable.PaleoVariable object>
- density = <pylipd.classes.paleovariable.PaleoVariable object>
- depth = <pylipd.classes.paleovariable.PaleoVariable object>
- depthBottom = <pylipd.classes.paleovariable.PaleoVariable object>
- depthTop = <pylipd.classes.paleovariable.PaleoVariable object>
- deuteriumExcess = <pylipd.classes.paleovariable.PaleoVariable object>
- diatom = <pylipd.classes.paleovariable.PaleoVariable object>
- diatomCount = <pylipd.classes.paleovariable.PaleoVariable object>
- dinocyst = <pylipd.classes.paleovariable.PaleoVariable object>
- dolomite = <pylipd.classes.paleovariable.PaleoVariable object>
- dryBulkDensity = <pylipd.classes.paleovariable.PaleoVariable object>
- duration = <pylipd.classes.paleovariable.PaleoVariable object>
- dust = <pylipd.classes.paleovariable.PaleoVariable object>
- effectivePrecipitation = <pylipd.classes.paleovariable.PaleoVariable object>
- elevation = <pylipd.classes.paleovariable.PaleoVariable object>
- epsilonC28C22 = <pylipd.classes.paleovariable.PaleoVariable object>
- epsilonC28C24 = <pylipd.classes.paleovariable.PaleoVariable object>
- epsilonC29C23 = <pylipd.classes.paleovariable.PaleoVariable object>
- equilibriumLineAltitude = <pylipd.classes.paleovariable.PaleoVariable object>
- event = <pylipd.classes.paleovariable.PaleoVariable object>
- eventLayer = <pylipd.classes.paleovariable.PaleoVariable object>
- facies = <pylipd.classes.paleovariable.PaleoVariable object>
- feldspar = <pylipd.classes.paleovariable.PaleoVariable object>
- flood = <pylipd.classes.paleovariable.PaleoVariable object>
- fluorine = <pylipd.classes.paleovariable.PaleoVariable object>
- foraminifera = <pylipd.classes.paleovariable.PaleoVariable object>
- gamma = <pylipd.classes.paleovariable.PaleoVariable object>
- glacierCoverage = <pylipd.classes.paleovariable.PaleoVariable object>
- globigerinoidesRuber = <pylipd.classes.paleovariable.PaleoVariable object>
- grainSize = <pylipd.classes.paleovariable.PaleoVariable object>
- grayscale = <pylipd.classes.paleovariable.PaleoVariable object>
- growing_degree_days = <pylipd.classes.paleovariable.PaleoVariable object>
- growthRate = <pylipd.classes.paleovariable.PaleoVariable object>
- hasGap = <pylipd.classes.paleovariable.PaleoVariable object>
- hasHiatus = <pylipd.classes.paleovariable.PaleoVariable object>
- hole = <pylipd.classes.paleovariable.PaleoVariable object>
- humidificationIndex = <pylipd.classes.paleovariable.PaleoVariable object>
- iceMelt = <pylipd.classes.paleovariable.PaleoVariable object>
- iceRaftedDebris = <pylipd.classes.paleovariable.PaleoVariable object>
- inc_coh = <pylipd.classes.paleovariable.PaleoVariable object>
- index = <pylipd.classes.paleovariable.PaleoVariable object>
- isReliable = <pylipd.classes.paleovariable.PaleoVariable object>
- lakeArea = <pylipd.classes.paleovariable.PaleoVariable object>
- lakeLevel = <pylipd.classes.paleovariable.PaleoVariable object>
- lakeTrend = <pylipd.classes.paleovariable.PaleoVariable object>
- lakeVolume = <pylipd.classes.paleovariable.PaleoVariable object>
- landscapeCover = <pylipd.classes.paleovariable.PaleoVariable object>
- latitude = <pylipd.classes.paleovariable.PaleoVariable object>
- layerThickness = <pylipd.classes.paleovariable.PaleoVariable object>
- lithics = <pylipd.classes.paleovariable.PaleoVariable object>
- longitude = <pylipd.classes.paleovariable.PaleoVariable object>
- material = <pylipd.classes.paleovariable.PaleoVariable object>
- mineralogy = <pylipd.classes.paleovariable.PaleoVariable object>
- needsToBeChanged = <pylipd.classes.paleovariable.PaleoVariable object>
- needsToBeSplitIntoMultipleColumns = <pylipd.classes.paleovariable.PaleoVariable object>
- nitrate = <pylipd.classes.paleovariable.PaleoVariable object>
- nitrogen = <pylipd.classes.paleovariable.PaleoVariable object>
- notes = <pylipd.classes.paleovariable.PaleoVariable object>
- organicCarbon = <pylipd.classes.paleovariable.PaleoVariable object>
- organicMatter = <pylipd.classes.paleovariable.PaleoVariable object>
- organicNitrogen = <pylipd.classes.paleovariable.PaleoVariable object>
- oxygen = <pylipd.classes.paleovariable.PaleoVariable object>
- pH = <pylipd.classes.paleovariable.PaleoVariable object>
- peat = <pylipd.classes.paleovariable.PaleoVariable object>
- percent = <pylipd.classes.paleovariable.PaleoVariable object>
- phosphorus = <pylipd.classes.paleovariable.PaleoVariable object>
- potassium = <pylipd.classes.paleovariable.PaleoVariable object>
- precipitation = <pylipd.classes.paleovariable.PaleoVariable object>
- productivity = <pylipd.classes.paleovariable.PaleoVariable object>
- pyrite = <pylipd.classes.paleovariable.PaleoVariable object>
- quartz = <pylipd.classes.paleovariable.PaleoVariable object>
- reflectance = <pylipd.classes.paleovariable.PaleoVariable object>
- relativeHumidity = <pylipd.classes.paleovariable.PaleoVariable object>
- residualChronology = <pylipd.classes.paleovariable.PaleoVariable object>
- ringWidth = <pylipd.classes.paleovariable.PaleoVariable object>
- salinity = <pylipd.classes.paleovariable.PaleoVariable object>
- sampleCount = <pylipd.classes.paleovariable.PaleoVariable object>
- sampleID = <pylipd.classes.paleovariable.PaleoVariable object>
- sand = <pylipd.classes.paleovariable.PaleoVariable object>
- seaIce = <pylipd.classes.paleovariable.PaleoVariable object>
- section = <pylipd.classes.paleovariable.PaleoVariable object>
- sedimentDry = <pylipd.classes.paleovariable.PaleoVariable object>
- sedimentationRate = <pylipd.classes.paleovariable.PaleoVariable object>
- segmentLength = <pylipd.classes.paleovariable.PaleoVariable object>
- sequence = <pylipd.classes.paleovariable.PaleoVariable object>
- silt = <pylipd.classes.paleovariable.PaleoVariable object>
- site = <pylipd.classes.paleovariable.PaleoVariable object>
- siteCount = <pylipd.classes.paleovariable.PaleoVariable object>
- sodium = <pylipd.classes.paleovariable.PaleoVariable object>
- solarIrradiance = <pylipd.classes.paleovariable.PaleoVariable object>
- streamflow = <pylipd.classes.paleovariable.PaleoVariable object>
- sulfate = <pylipd.classes.paleovariable.PaleoVariable object>
- sulfur = <pylipd.classes.paleovariable.PaleoVariable object>
- temperature = <pylipd.classes.paleovariable.PaleoVariable object>
- thickness = <pylipd.classes.paleovariable.PaleoVariable object>
- totalCarbon = <pylipd.classes.paleovariable.PaleoVariable object>
- totalNitrogen = <pylipd.classes.paleovariable.PaleoVariable object>
- totalPollen = <pylipd.classes.paleovariable.PaleoVariable object>
- treeCover = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertainty = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertainty1s = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertainty2s = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertaintyHigh = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertaintyHigh1s = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertaintyHigh50 = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertaintyHigh90 = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertaintyHigh95 = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertaintyLow = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertaintyLow1s = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertaintyLow90 = <pylipd.classes.paleovariable.PaleoVariable object>
- uncertaintyLow95 = <pylipd.classes.paleovariable.PaleoVariable object>
- upwelling = <pylipd.classes.paleovariable.PaleoVariable object>
- uranium = <pylipd.classes.paleovariable.PaleoVariable object>
- varveThickness = <pylipd.classes.paleovariable.PaleoVariable object>
- volume = <pylipd.classes.paleovariable.PaleoVariable object>
- waterContent = <pylipd.classes.paleovariable.PaleoVariable object>
- waterTableDepth = <pylipd.classes.paleovariable.PaleoVariable object>
- wetBulkDensity = <pylipd.classes.paleovariable.PaleoVariable object>
- year = <pylipd.classes.paleovariable.PaleoVariable object>
- zscore = <pylipd.classes.paleovariable.PaleoVariable object>
- class pylipd.classes.interpretationvariable.InterpretationVariable(id, label)[source]
Controlled-vocabulary class for InterpretationVariable terms.
Methods
from_synonym(synonym)Create a InterpretationVariable instance from a synonym string.
getId()Return the full URI identifier of the term.
getLabel()Return the human-readable label of the term.
to_data([data])Serialize this term to JSON-LD format.
to_json()Return the plain-text label (used in lightweight JSON).
- classmethod from_synonym(synonym)[source]
Create a InterpretationVariable instance from a synonym string.
- Parameters:
synonym (str) – A synonym or alternative name for the term.
- Returns:
The InterpretationVariable instance if found, None otherwise.
- Return type:
InterpretationVariable or None
- getId()[source]
Return the full URI identifier of the term.
- Returns:
The URI identifier for this term.
- Return type:
str
- getLabel()[source]
Return the human-readable label of the term.
- Returns:
The label for this term.
- Return type:
str
- synonyms = {'algal productivity': {'id': 'http://linked.earth/ontology/interpretation#productivity', 'label': 'productivity'}, 'anoxia': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'c3c4ratio': {'id': 'http://linked.earth/ontology/interpretation#C3C4Ratio', 'label': 'C3C4Ratio'}, 'carbonate_ion_concentration': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'changes in monsoon intensity.': {'id': 'http://linked.earth/ontology/interpretation#circulationVariable', 'label': 'circulationVariable'}, 'circulation': {'id': 'http://linked.earth/ontology/interpretation#circulationVariable', 'label': 'circulationVariable'}, 'circulation index': {'id': 'http://linked.earth/ontology/interpretation#circulationIndex', 'label': 'circulationIndex'}, 'circulation variable': {'id': 'http://linked.earth/ontology/interpretation#circulationVariable', 'label': 'circulationVariable'}, 'circulationindex': {'id': 'http://linked.earth/ontology/interpretation#circulationIndex', 'label': 'circulationIndex'}, 'circulationvariable': {'id': 'http://linked.earth/ontology/interpretation#circulationVariable', 'label': 'circulationVariable'}, 'composition c3-c4 plants': {'id': 'http://linked.earth/ontology/interpretation#C3C4Ratio', 'label': 'C3C4Ratio'}, 'd18o of precipitation': {'id': 'http://linked.earth/ontology/interpretation#precipitationIsotope', 'label': 'precipitationIsotope'}, 'dd': {'id': 'http://linked.earth/ontology/interpretation#precipitationIsotope', 'label': 'precipitationIsotope'}, 'dissolved oxygen': {'id': 'http://linked.earth/ontology/interpretation#dissolvedOxygen', 'label': 'dissolvedOxygen'}, 'dissolvedoxygen': {'id': 'http://linked.earth/ontology/interpretation#dissolvedOxygen', 'label': 'dissolvedOxygen'}, 'dust': {'id': 'http://linked.earth/ontology/interpretation#dust', 'label': 'dust'}, 'effective moisture': {'id': 'http://linked.earth/ontology/interpretation#P-E', 'label': 'P-E'}, 'ela': {'id': 'http://linked.earth/ontology/interpretation#ELA', 'label': 'ELA'}, 'equilibrium line altitude': {'id': 'http://linked.earth/ontology/interpretation#ELA', 'label': 'ELA'}, 'evaporation': {'id': 'http://linked.earth/ontology/interpretation#evaporation', 'label': 'evaporation'}, 'export-productivity': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'fire': {'id': 'http://linked.earth/ontology/interpretation#fire', 'label': 'fire'}, 'fire history': {'id': 'http://linked.earth/ontology/interpretation#fire', 'label': 'fire'}, 'gdd': {'id': 'http://linked.earth/ontology/interpretation#growingDegreeDays', 'label': 'growingDegreeDays'}, 'gdgt': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'growing degree days': {'id': 'http://linked.earth/ontology/interpretation#growingDegreeDays', 'label': 'growingDegreeDays'}, 'growingdegreedays': {'id': 'http://linked.earth/ontology/interpretation#growingDegreeDays', 'label': 'growingDegreeDays'}, 'gw-e': {'id': 'http://linked.earth/ontology/interpretation#hydrologicBalance', 'label': 'hydrologicBalance'}, 'hydrologicbalance': {'id': 'http://linked.earth/ontology/interpretation#hydrologicBalance', 'label': 'hydrologicBalance'}, 'hydrology': {'id': 'http://linked.earth/ontology/interpretation#hydrologicBalance', 'label': 'hydrologicBalance'}, 'i_e': {'id': 'http://linked.earth/ontology/interpretation#hydrologicBalance', 'label': 'hydrologicBalance'}, 'ice': {'id': 'http://linked.earth/ontology/interpretation#seaIce', 'label': 'seaIce'}, 'ice melt': {'id': 'http://linked.earth/ontology/interpretation#meltwater', 'label': 'meltwater'}, 'lake water and precipitation d2h': {'id': 'http://linked.earth/ontology/interpretation#lakeWaterIsotope', 'label': 'lakeWaterIsotope'}, 'lake water d18o': {'id': 'http://linked.earth/ontology/interpretation#lakeWaterIsotope', 'label': 'lakeWaterIsotope'}, 'lake water d2h': {'id': 'http://linked.earth/ontology/interpretation#lakeWaterIsotope', 'label': 'lakeWaterIsotope'}, 'lake water temperature': {'id': 'http://linked.earth/ontology/interpretation#temperature', 'label': 'temperature'}, 'lakewaterisotope': {'id': 'http://linked.earth/ontology/interpretation#lakeWaterIsotope', 'label': 'lakeWaterIsotope'}, 'liso': {'id': 'http://linked.earth/ontology/interpretation#lakeWaterIsotope', 'label': 'lakeWaterIsotope'}, 'liso/p-e': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'm': {'id': 'http://linked.earth/ontology/interpretation#P-E', 'label': 'P-E'}, 'meltwater': {'id': 'http://linked.earth/ontology/interpretation#meltwater', 'label': 'meltwater'}, 'mixed': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'mode': {'id': 'http://linked.earth/ontology/interpretation#circulationIndex', 'label': 'circulationIndex'}, 'nao index': {'id': 'http://linked.earth/ontology/interpretation#circulationIndex', 'label': 'circulationIndex'}, 'needstobereplaced': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'organic matter source': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'p': {'id': 'http://linked.earth/ontology/interpretation#precipitation', 'label': 'precipitation'}, 'p-e': {'id': 'http://linked.earth/ontology/interpretation#P-E', 'label': 'P-E'}, 'p=e': {'id': 'http://linked.earth/ontology/interpretation#P-E', 'label': 'P-E'}, 'p_amount': {'id': 'http://linked.earth/ontology/interpretation#precipitation', 'label': 'precipitation'}, 'p_e': {'id': 'http://linked.earth/ontology/interpretation#P-E', 'label': 'P-E'}, 'p_isotope': {'id': 'http://linked.earth/ontology/interpretation#precipitationIsotope', 'label': 'precipitationIsotope'}, 'piso': {'id': 'http://linked.earth/ontology/interpretation#precipitationIsotope', 'label': 'precipitationIsotope'}, 'plant community composition': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'pmax': {'id': 'http://linked.earth/ontology/interpretation#precipitation', 'label': 'precipitation'}, 'pmin': {'id': 'http://linked.earth/ontology/interpretation#precipitation', 'label': 'precipitation'}, 'precipitation': {'id': 'http://linked.earth/ontology/interpretation#precipitation', 'label': 'precipitation'}, 'precipitation d-excess': {'id': 'http://linked.earth/ontology/interpretation#precipitationDeuteriumExcess', 'label': 'precipitationDeuteriumExcess'}, 'precipitation d18o': {'id': 'http://linked.earth/ontology/interpretation#precipitationIsotope', 'label': 'precipitationIsotope'}, 'precipitation d2h': {'id': 'http://linked.earth/ontology/interpretation#precipitationIsotope', 'label': 'precipitationIsotope'}, 'precipitation d2h + evap': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 'precipitation isotope': {'id': 'http://linked.earth/ontology/interpretation#precipitationIsotope', 'label': 'precipitationIsotope'}, 'precipitation minus evaporation': {'id': 'http://linked.earth/ontology/interpretation#P-E', 'label': 'P-E'}, 'precipitationdeuteriumexcess': {'id': 'http://linked.earth/ontology/interpretation#precipitationDeuteriumExcess', 'label': 'precipitationDeuteriumExcess'}, 'precipitationisotope': {'id': 'http://linked.earth/ontology/interpretation#precipitationIsotope', 'label': 'precipitationIsotope'}, 'productivity': {'id': 'http://linked.earth/ontology/interpretation#productivity', 'label': 'productivity'}, 'q': {'id': 'http://linked.earth/ontology/interpretation#streamflow', 'label': 'streamflow'}, 'relative humidity': {'id': 'http://linked.earth/ontology/interpretation#relativeHumidity', 'label': 'relativeHumidity'}, 'relativehumidity': {'id': 'http://linked.earth/ontology/interpretation#relativeHumidity', 'label': 'relativeHumidity'}, 'rh': {'id': 'http://linked.earth/ontology/interpretation#relativeHumidity', 'label': 'relativeHumidity'}, 's': {'id': 'http://linked.earth/ontology/interpretation#salinity', 'label': 'salinity'}, 'salinity': {'id': 'http://linked.earth/ontology/interpretation#salinity', 'label': 'salinity'}, 'sea ice cover': {'id': 'http://linked.earth/ontology/interpretation#seaIce', 'label': 'seaIce'}, 'seaice': {'id': 'http://linked.earth/ontology/interpretation#seaIce', 'label': 'seaIce'}, 'seasonality': {'id': 'http://linked.earth/ontology/interpretation#seasonality', 'label': 'seasonality'}, 'seawater_isotope': {'id': 'http://linked.earth/ontology/interpretation#seawaterIsotope', 'label': 'seawaterIsotope'}, 'seawaterisotope': {'id': 'http://linked.earth/ontology/interpretation#seawaterIsotope', 'label': 'seawaterIsotope'}, 'solar irradiance': {'id': 'http://linked.earth/ontology/interpretation#sunlight', 'label': 'sunlight'}, 'source': {'id': 'http://linked.earth/ontology/interpretation#precipitationIsotope', 'label': 'precipitationIsotope'}, 'sss': {'id': 'http://linked.earth/ontology/interpretation#salinity', 'label': 'salinity'}, 'sst': {'id': 'http://linked.earth/ontology/interpretation#temperature', 'label': 'temperature'}, 'streamflow': {'id': 'http://linked.earth/ontology/interpretation#streamflow', 'label': 'streamflow'}, 'suboxia': {'id': 'http://linked.earth/ontology/interpretation#dissolvedOxygen', 'label': 'dissolvedOxygen'}, 'subt': {'id': 'http://linked.earth/ontology/interpretation#temperature', 'label': 'temperature'}, 'sun': {'id': 'http://linked.earth/ontology/interpretation#sunlight', 'label': 'sunlight'}, 'sunlight': {'id': 'http://linked.earth/ontology/interpretation#sunlight', 'label': 'sunlight'}, 'surface pressure': {'id': 'http://linked.earth/ontology/interpretation#surfacePressure', 'label': 'surfacePressure'}, 'surface water temp': {'id': 'http://linked.earth/ontology/interpretation#temperature', 'label': 'temperature'}, 'surfacepressure': {'id': 'http://linked.earth/ontology/interpretation#surfacePressure', 'label': 'surfacePressure'}, 't': {'id': 'http://linked.earth/ontology/interpretation#temperature', 'label': 'temperature'}, 't+ela': {'id': 'http://linked.earth/ontology/interpretation#needsToBeReplaced', 'label': 'needsToBeReplaced'}, 't_air': {'id': 'http://linked.earth/ontology/interpretation#temperature', 'label': 'temperature'}, 't_water': {'id': 'http://linked.earth/ontology/interpretation#temperature', 'label': 'temperature'}, 'temperature': {'id': 'http://linked.earth/ontology/interpretation#temperature', 'label': 'temperature'}, 'temperature_water': {'id': 'http://linked.earth/ontology/interpretation#temperature', 'label': 'temperature'}, 'upwelling': {'id': 'http://linked.earth/ontology/interpretation#upwelling', 'label': 'upwelling'}, 'upwelling index': {'id': 'http://linked.earth/ontology/interpretation#upwelling', 'label': 'upwelling'}, 'w': {'id': 'http://linked.earth/ontology/interpretation#windSpeed', 'label': 'windSpeed'}, 'wind speed': {'id': 'http://linked.earth/ontology/interpretation#windSpeed', 'label': 'windSpeed'}, 'windspeed': {'id': 'http://linked.earth/ontology/interpretation#windSpeed', 'label': 'windSpeed'}}
- class pylipd.classes.interpretationvariable.InterpretationVariableConstants[source]
- C3C4Ratio = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- ELA = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- P_E = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- circulationIndex = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- circulationVariable = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- dissolvedOxygen = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- dust = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- evaporation = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- fire = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- growingDegreeDays = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- hydrologicBalance = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- lakeWaterIsotope = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- meltwater = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- needsToBeReplaced = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- precipitation = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- precipitationDeuteriumExcess = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- precipitationIsotope = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- productivity = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- relativeHumidity = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- salinity = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- seaIce = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- seasonality = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- seawaterIsotope = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- streamflow = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- sunlight = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- surfacePressure = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- temperature = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- upwelling = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- windSpeed = <pylipd.classes.interpretationvariable.InterpretationVariable object>
- class pylipd.classes.interpretationseasonality.InterpretationSeasonality(id, label)[source]
Controlled-vocabulary class for InterpretationSeasonality terms.
Methods
from_synonym(synonym)Create a InterpretationSeasonality instance from a synonym string.
getId()Return the full URI identifier of the term.
getLabel()Return the human-readable label of the term.
to_data([data])Serialize this term to JSON-LD format.
to_json()Return the plain-text label (used in lightweight JSON).
- classmethod from_synonym(synonym)[source]
Create a InterpretationSeasonality instance from a synonym string.
- Parameters:
synonym (str) – A synonym or alternative name for the term.
- Returns:
The InterpretationSeasonality instance if found, None otherwise.
- Return type:
InterpretationSeasonality or None
- getId()[source]
Return the full URI identifier of the term.
- Returns:
The URI identifier for this term.
- Return type:
str
- getLabel()[source]
Return the human-readable label of the term.
- Returns:
The label for this term.
- Return type:
str
- synonyms = {'((( 6 7 2008 ))) 39606 /// 6 7 8': {'id': 'http://linked.earth/ontology/interpretation#Jun-Aug', 'label': 'Jun-Aug'}, '((( 6 7 2008 ))) null /// 6 7 8': {'id': 'http://linked.earth/ontology/interpretation#Jun-Aug', 'label': 'Jun-Aug'}, '((( 7 8 2009 ))) null /// 7 8 9': {'id': 'http://linked.earth/ontology/interpretation#Jul-Sep', 'label': 'Jul-Sep'}, '((( summeronly ))) summeronly /// null': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, '((( warm season (june-sept) ))) jjas /// jjas': {'id': 'http://linked.earth/ontology/interpretation#Jun-Sep', 'label': 'Jun-Sep'}, '-10 -11 -12 1 2 3 4': {'id': 'http://linked.earth/ontology/interpretation#Oct-Apr', 'label': 'Oct-Apr'}, '-11 -12 1 2': {'id': 'http://linked.earth/ontology/interpretation#Nov-Feb', 'label': 'Nov-Feb'}, '-11 -12 1 2 3 4': {'id': 'http://linked.earth/ontology/interpretation#Nov-Apr', 'label': 'Nov-Apr'}, '-12 -11 -10 -9 -8 -7 1 2 3 4 5 6': {'id': 'http://linked.earth/ontology/interpretation#Jul-Jun', 'label': 'Jul-Jun'}, '-12 -11 -10 -9 -8 1 2 3 4 5 6 7': {'id': 'http://linked.earth/ontology/interpretation#Aug-Jul', 'label': 'Aug-Jul'}, '-12 -11 -10 -9 1 2 3 4 5 6 7 8': {'id': 'http://linked.earth/ontology/interpretation#Sep-Aug', 'label': 'Sep-Aug'}, '-12 -11 1 2 3 4 5 6 7 8 9 10': {'id': 'http://linked.earth/ontology/interpretation#Nov-Oct', 'label': 'Nov-Oct'}, '-12 1 2': {'id': 'http://linked.earth/ontology/interpretation#Dec-Feb', 'label': 'Dec-Feb'}, '-12 1 2 3': {'id': 'http://linked.earth/ontology/interpretation#Dec-Mar', 'label': 'Dec-Mar'}, '-5 -6 -7 -8 -9 -10 -11 -12 1 2 3 4': {'id': 'http://linked.earth/ontology/interpretation#May-Apr', 'label': 'May-Apr'}, '-9 -10 -11 -12 1 2 2': {'id': 'http://linked.earth/ontology/interpretation#Sep-Feb', 'label': 'Sep-Feb'}, '-9 -10 -11 -12 1 2 3 4': {'id': 'http://linked.earth/ontology/interpretation#Sep-Apr', 'label': 'Sep-Apr'}, '1': {'id': 'http://linked.earth/ontology/interpretation#Oct-May', 'label': 'Oct-May'}, '1 2 2003': {'id': 'http://linked.earth/ontology/interpretation#Jan-Mar', 'label': 'Jan-Mar'}, '1 2 3 4 5 6 7 8 9 10 11 12': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,10': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, '1,11': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, '1,2,12': {'id': 'http://linked.earth/ontology/interpretation#Dec-Feb', 'label': 'Dec-Feb'}, '1,2,3,4,5,6,7,8,9,10,11,117': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,12': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,122': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,138': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,158': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,190': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,229': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,291': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,434': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,464': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,588': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,646': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '1,2,3,4,5,6,7,8,9,10,11,706': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '10': {'id': 'http://linked.earth/ontology/interpretation#Oct-May', 'label': 'Oct-May'}, '10,11,12,1': {'id': 'http://linked.earth/ontology/interpretation#Oct-Jan', 'label': 'Oct-Jan'}, '10,11,12,1,2,3': {'id': 'http://linked.earth/ontology/interpretation#Oct-Mar', 'label': 'Oct-Mar'}, '10,11,12,1,2,3,4': {'id': 'http://linked.earth/ontology/interpretation#Oct-Apr', 'label': 'Oct-Apr'}, '11': {'id': 'http://linked.earth/ontology/interpretation#Oct-May', 'label': 'Oct-May'}, '11,12,1,2': {'id': 'http://linked.earth/ontology/interpretation#Nov-Feb', 'label': 'Nov-Feb'}, '11,12,1,2,3': {'id': 'http://linked.earth/ontology/interpretation#Nov-Mar', 'label': 'Nov-Mar'}, '11,12,1,2,3,4': {'id': 'http://linked.earth/ontology/interpretation#Nov-Apr', 'label': 'Nov-Apr'}, '11,12,1,2,3,4,5': {'id': 'http://linked.earth/ontology/interpretation#Nov-May', 'label': 'Nov-May'}, '11,12,1,2,3,4,5,6': {'id': 'http://linked.earth/ontology/interpretation#Nov-Jun', 'label': 'Nov-Jun'}, '12': {'id': 'http://linked.earth/ontology/interpretation#Oct-May', 'label': 'Oct-May'}, '12 1 2; 6 7 8': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, '12,1,2': {'id': 'http://linked.earth/ontology/interpretation#Dec-Feb', 'label': 'Dec-Feb'}, '12,1,2,3': {'id': 'http://linked.earth/ontology/interpretation#Dec-Mar', 'label': 'Dec-Mar'}, '12,1,2,3,4': {'id': 'http://linked.earth/ontology/interpretation#Dec-Apr', 'label': 'Dec-Apr'}, '2': {'id': 'http://linked.earth/ontology/interpretation#Oct-May', 'label': 'Oct-May'}, '2 3 4 5 6 7 8': {'id': 'http://linked.earth/ontology/interpretation#Feb-Aug', 'label': 'Feb-Aug'}, '231pa excess': {'id': 'http://linked.earth/ontology/interpretation#Warmest_Month', 'label': 'Warmest Month'}, '3': {'id': 'http://linked.earth/ontology/interpretation#Oct-May', 'label': 'Oct-May'}, '3 4 2005': {'id': 'http://linked.earth/ontology/interpretation#Mar-May', 'label': 'Mar-May'}, '3 4 5 6 7 8': {'id': 'http://linked.earth/ontology/interpretation#Mar-Aug', 'label': 'Mar-Aug'}, '3 4 5 6 7 8 9 10': {'id': 'http://linked.earth/ontology/interpretation#Mar-Oct', 'label': 'Mar-Oct'}, '3 4 5 6 7 8 9 10 11 12 13 14': {'id': 'http://linked.earth/ontology/interpretation#Mar-Oct', 'label': 'Mar-Oct'}, '3,4,5,6,7,8': {'id': 'http://linked.earth/ontology/interpretation#Mar-Aug', 'label': 'Mar-Aug'}, '4': {'id': 'http://linked.earth/ontology/interpretation#Oct-May', 'label': 'Oct-May'}, '4 5 2006': {'id': 'http://linked.earth/ontology/interpretation#Apr-Jun', 'label': 'Apr-Jun'}, '4 5 6 7': {'id': 'http://linked.earth/ontology/interpretation#Apr-Jul', 'label': 'Apr-Jul'}, '4 5 6 7 8 9': {'id': 'http://linked.earth/ontology/interpretation#Apr-Sep', 'label': 'Apr-Sep'}, '4 5 6 7 8 9 10 12': {'id': 'http://linked.earth/ontology/interpretation#Apr-Dec', 'label': 'Apr-Dec'}, '4,5,6,7,8,9': {'id': 'http://linked.earth/ontology/interpretation#Apr-Sep', 'label': 'Apr-Sep'}, '4,5,6,7,8,9,10': {'id': 'http://linked.earth/ontology/interpretation#Apr-Oct', 'label': 'Apr-Oct'}, '5': {'id': 'http://linked.earth/ontology/interpretation#Oct-May', 'label': 'Oct-May'}, '5 6 2007': {'id': 'http://linked.earth/ontology/interpretation#May-Jul', 'label': 'May-Jul'}, '5 6 7 8 9 10 11 12': {'id': 'http://linked.earth/ontology/interpretation#May-Dec', 'label': 'May-Dec'}, '5,6,7,8': {'id': 'http://linked.earth/ontology/interpretation#May-Aug', 'label': 'May-Aug'}, '5,6,7,8,9': {'id': 'http://linked.earth/ontology/interpretation#May-Sep', 'label': 'May-Sep'}, '5,6,7,8,9,10': {'id': 'http://linked.earth/ontology/interpretation#May-Oct', 'label': 'May-Oct'}, '6': {'id': 'http://linked.earth/ontology/interpretation#Jun', 'label': 'Jun'}, '6 7': {'id': 'http://linked.earth/ontology/interpretation#Jun-Jul', 'label': 'Jun-Jul'}, '6 7 2008': {'id': 'http://linked.earth/ontology/interpretation#Jun-Aug', 'label': 'Jun-Aug'}, '6 7 8 9': {'id': 'http://linked.earth/ontology/interpretation#Jun-Sep', 'label': 'Jun-Sep'}, '6,7': {'id': 'http://linked.earth/ontology/interpretation#Jun-Jul', 'label': 'Jun-Jul'}, '6,7,8': {'id': 'http://linked.earth/ontology/interpretation#Jun-Aug', 'label': 'Jun-Aug'}, '6,7,8,9': {'id': 'http://linked.earth/ontology/interpretation#Jun-Sep', 'label': 'Jun-Sep'}, '6,7,8,9,10': {'id': 'http://linked.earth/ontology/interpretation#Jun-Oct', 'label': 'Jun-Oct'}, '7': {'id': 'http://linked.earth/ontology/interpretation#Jul', 'label': 'Jul'}, '7 8 2009': {'id': 'http://linked.earth/ontology/interpretation#Jul-Sep', 'label': 'Jul-Sep'}, '7 8 9 10 11 12': {'id': 'http://linked.earth/ontology/interpretation#Jul-Dec', 'label': 'Jul-Dec'}, '7,8,9': {'id': 'http://linked.earth/ontology/interpretation#Jul-Sep', 'label': 'Jul-Sep'}, '7,8,9,10': {'id': 'http://linked.earth/ontology/interpretation#Jul-Oct', 'label': 'Jul-Oct'}, '8': {'id': 'http://linked.earth/ontology/interpretation#Aug', 'label': 'Aug'}, '9 10': {'id': 'http://linked.earth/ontology/interpretation#Sep-Oct', 'label': 'Sep-Oct'}, '9 10 11': {'id': 'http://linked.earth/ontology/interpretation#Sep-Nov', 'label': 'Sep-Nov'}, 'am&ja': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'amjj': {'id': 'http://linked.earth/ontology/interpretation#Apr-Jul', 'label': 'Apr-Jul'}, 'amjjas': {'id': 'http://linked.earth/ontology/interpretation#Apr-Sep', 'label': 'Apr-Sep'}, 'amjjaso': {'id': 'http://linked.earth/ontology/interpretation#Apr-Oct', 'label': 'Apr-Oct'}, 'andean wet season': {'id': 'http://linked.earth/ontology/interpretation#Wet_Season', 'label': 'Wet Season'}, 'annual': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'annual (*but recently would prob be interpreted as summer-biased)': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'annual calendar year (but 80% of precipitation from nov to may)': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'annual mean': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'apr': {'id': 'http://linked.earth/ontology/interpretation#Apr', 'label': 'Apr'}, 'apr-aug': {'id': 'http://linked.earth/ontology/interpretation#Apr-Aug', 'label': 'Apr-Aug'}, 'apr-dec': {'id': 'http://linked.earth/ontology/interpretation#Apr-Dec', 'label': 'Apr-Dec'}, 'apr-feb': {'id': 'http://linked.earth/ontology/interpretation#Apr-Feb', 'label': 'Apr-Feb'}, 'apr-jan': {'id': 'http://linked.earth/ontology/interpretation#Apr-Jan', 'label': 'Apr-Jan'}, 'apr-jul': {'id': 'http://linked.earth/ontology/interpretation#Apr-Jul', 'label': 'Apr-Jul'}, 'apr-jun': {'id': 'http://linked.earth/ontology/interpretation#Apr-Jun', 'label': 'Apr-Jun'}, 'apr-mar': {'id': 'http://linked.earth/ontology/interpretation#Apr-Mar', 'label': 'Apr-Mar'}, 'apr-may': {'id': 'http://linked.earth/ontology/interpretation#Apr-May', 'label': 'Apr-May'}, 'apr-nov': {'id': 'http://linked.earth/ontology/interpretation#Apr-Nov', 'label': 'Apr-Nov'}, 'apr-oct': {'id': 'http://linked.earth/ontology/interpretation#Apr-Oct', 'label': 'Apr-Oct'}, 'apr-sep': {'id': 'http://linked.earth/ontology/interpretation#Apr-Sep', 'label': 'Apr-Sep'}, 'april': {'id': 'http://linked.earth/ontology/interpretation#Jan-Apr', 'label': 'Jan-Apr'}, 'april-may': {'id': 'http://linked.earth/ontology/interpretation#Apr-Aug', 'label': 'Apr-Aug'}, 'april/june to april/march': {'id': 'http://linked.earth/ontology/interpretation#Apr-Mar', 'label': 'Apr-Mar'}, 'aug': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'aug)': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'aug-apr': {'id': 'http://linked.earth/ontology/interpretation#Aug-Apr', 'label': 'Aug-Apr'}, 'aug-dec': {'id': 'http://linked.earth/ontology/interpretation#Aug-Dec', 'label': 'Aug-Dec'}, 'aug-feb': {'id': 'http://linked.earth/ontology/interpretation#Aug-Feb', 'label': 'Aug-Feb'}, 'aug-jan': {'id': 'http://linked.earth/ontology/interpretation#Aug-Jan', 'label': 'Aug-Jan'}, 'aug-jul': {'id': 'http://linked.earth/ontology/interpretation#Aug-Jul', 'label': 'Aug-Jul'}, 'aug-jun': {'id': 'http://linked.earth/ontology/interpretation#Aug-Jun', 'label': 'Aug-Jun'}, 'aug-mar': {'id': 'http://linked.earth/ontology/interpretation#Aug-Mar', 'label': 'Aug-Mar'}, 'aug-may': {'id': 'http://linked.earth/ontology/interpretation#Aug-May', 'label': 'Aug-May'}, 'aug-nov': {'id': 'http://linked.earth/ontology/interpretation#Aug-Nov', 'label': 'Aug-Nov'}, 'aug-oct': {'id': 'http://linked.earth/ontology/interpretation#Aug-Oct', 'label': 'Aug-Oct'}, 'aug-sep': {'id': 'http://linked.earth/ontology/interpretation#Aug-Sep', 'label': 'Aug-Sep'}, 'august': {'id': 'http://linked.earth/ontology/interpretation#May-Sep', 'label': 'May-Sep'}, 'august)': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'austral summer (oct-jan)': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'autumn': {'id': 'http://linked.earth/ontology/interpretation#Fall', 'label': 'Fall'}, 'but d18o may reflect high summer rain': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'changes depending on which season provides source moisture for plants': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'coldest': {'id': 'http://linked.earth/ontology/interpretation#Coldest_Month', 'label': 'Coldest Month'}, 'coldest + warmest month': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'coldest month': {'id': 'http://linked.earth/ontology/interpretation#Growing_Season', 'label': 'Growing Season'}, 'coldest month + summer': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'coldest_month': {'id': 'http://linked.earth/ontology/interpretation#Coldest_Month', 'label': 'Coldest Month'}, 'dec-apr': {'id': 'http://linked.earth/ontology/interpretation#Dec-Apr', 'label': 'Dec-Apr'}, 'dec-aug': {'id': 'http://linked.earth/ontology/interpretation#Dec-Aug', 'label': 'Dec-Aug'}, 'dec-feb': {'id': 'http://linked.earth/ontology/interpretation#Dec-Feb', 'label': 'Dec-Feb'}, 'dec-jan': {'id': 'http://linked.earth/ontology/interpretation#Dec-Jan', 'label': 'Dec-Jan'}, 'dec-jul': {'id': 'http://linked.earth/ontology/interpretation#Dec-Jul', 'label': 'Dec-Jul'}, 'dec-jun': {'id': 'http://linked.earth/ontology/interpretation#Dec-Jun', 'label': 'Dec-Jun'}, 'dec-mar': {'id': 'http://linked.earth/ontology/interpretation#Dec-Mar', 'label': 'Dec-Mar'}, 'dec-may': {'id': 'http://linked.earth/ontology/interpretation#Dec-May', 'label': 'Dec-May'}, 'dec-oct': {'id': 'http://linked.earth/ontology/interpretation#Dec-Oct', 'label': 'Dec-Oct'}, 'dec-sep': {'id': 'http://linked.earth/ontology/interpretation#Dec-Sep', 'label': 'Dec-Sep'}, 'december': {'id': 'http://linked.earth/ontology/interpretation#May-Dec', 'label': 'May-Dec'}, 'december - march (monsoon season)': {'id': 'http://linked.earth/ontology/interpretation#Dec-Mar', 'label': 'Dec-Mar'}, 'depends': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'djf': {'id': 'http://linked.earth/ontology/interpretation#Dec-Feb', 'label': 'Dec-Feb'}, 'djfmam': {'id': 'http://linked.earth/ontology/interpretation#Dec-May', 'label': 'Dec-May'}, 'early summer': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'fall': {'id': 'http://linked.earth/ontology/interpretation#Fall', 'label': 'Fall'}, 'feb': {'id': 'http://linked.earth/ontology/interpretation#Feb-Aug', 'label': 'Feb-Aug'}, 'feb-apr': {'id': 'http://linked.earth/ontology/interpretation#Feb-Apr', 'label': 'Feb-Apr'}, 'feb-aug': {'id': 'http://linked.earth/ontology/interpretation#Feb-Aug', 'label': 'Feb-Aug'}, 'feb-dec': {'id': 'http://linked.earth/ontology/interpretation#Feb-Dec', 'label': 'Feb-Dec'}, 'feb-jul': {'id': 'http://linked.earth/ontology/interpretation#Feb-Jul', 'label': 'Feb-Jul'}, 'feb-jun': {'id': 'http://linked.earth/ontology/interpretation#Feb-Jun', 'label': 'Feb-Jun'}, 'feb-mar': {'id': 'http://linked.earth/ontology/interpretation#Feb-Mar', 'label': 'Feb-Mar'}, 'feb-may': {'id': 'http://linked.earth/ontology/interpretation#Feb-May', 'label': 'Feb-May'}, 'feb-nov': {'id': 'http://linked.earth/ontology/interpretation#Feb-Nov', 'label': 'Feb-Nov'}, 'feb-oct': {'id': 'http://linked.earth/ontology/interpretation#Feb-Oct', 'label': 'Feb-Oct'}, 'feb-sep': {'id': 'http://linked.earth/ontology/interpretation#Feb-Sep', 'label': 'Feb-Sep'}, 'february': {'id': 'http://linked.earth/ontology/interpretation#Jan-Apr', 'label': 'Jan-Apr'}, 'growing season': {'id': 'http://linked.earth/ontology/interpretation#Growing_Season', 'label': 'Growing Season'}, 'growing season/jjas': {'id': 'http://linked.earth/ontology/interpretation#Jun-Sep', 'label': 'Jun-Sep'}, 'growing season? (not stated)': {'id': 'http://linked.earth/ontology/interpretation#Growing_Season', 'label': 'Growing Season'}, 'growing_season': {'id': 'http://linked.earth/ontology/interpretation#Growing_Season', 'label': 'Growing Season'}, 'growth season': {'id': 'http://linked.earth/ontology/interpretation#Growing_Season', 'label': 'Growing Season'}, 'ice-free season': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'inflow@surface': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'jan': {'id': 'http://linked.earth/ontology/interpretation#Jan', 'label': 'Jan'}, 'jan-apr': {'id': 'http://linked.earth/ontology/interpretation#Jan-Apr', 'label': 'Jan-Apr'}, 'jan-aug': {'id': 'http://linked.earth/ontology/interpretation#Jan-Aug', 'label': 'Jan-Aug'}, 'jan-feb': {'id': 'http://linked.earth/ontology/interpretation#Jan-Feb', 'label': 'Jan-Feb'}, 'jan-jul': {'id': 'http://linked.earth/ontology/interpretation#Jan-Jul', 'label': 'Jan-Jul'}, 'jan-jun': {'id': 'http://linked.earth/ontology/interpretation#Jan-Jun', 'label': 'Jan-Jun'}, 'jan-mar': {'id': 'http://linked.earth/ontology/interpretation#Jan-Mar', 'label': 'Jan-Mar'}, 'jan-may': {'id': 'http://linked.earth/ontology/interpretation#Jan-May', 'label': 'Jan-May'}, 'jan-nov': {'id': 'http://linked.earth/ontology/interpretation#Jan-Nov', 'label': 'Jan-Nov'}, 'jan-oct': {'id': 'http://linked.earth/ontology/interpretation#Jan-Oct', 'label': 'Jan-Oct'}, 'jan-sep': {'id': 'http://linked.earth/ontology/interpretation#Jan-Sep', 'label': 'Jan-Sep'}, 'january': {'id': 'http://linked.earth/ontology/interpretation#Jan-Apr', 'label': 'Jan-Apr'}, 'january-june (spring)': {'id': 'http://linked.earth/ontology/interpretation#Jan-Jun', 'label': 'Jan-Jun'}, 'jas': {'id': 'http://linked.earth/ontology/interpretation#Jul-Sep', 'label': 'Jul-Sep'}, 'jfma': {'id': 'http://linked.earth/ontology/interpretation#Jan-Apr', 'label': 'Jan-Apr'}, 'jfmamjj': {'id': 'http://linked.earth/ontology/interpretation#Jan-Jul', 'label': 'Jan-Jul'}, 'jja': {'id': 'http://linked.earth/ontology/interpretation#Jun-Aug', 'label': 'Jun-Aug'}, 'jjas': {'id': 'http://linked.earth/ontology/interpretation#Jun-Sep', 'label': 'Jun-Sep'}, 'jjaso': {'id': 'http://linked.earth/ontology/interpretation#Jun-Oct', 'label': 'Jun-Oct'}, 'jjason': {'id': 'http://linked.earth/ontology/interpretation#Jun-Nov', 'label': 'Jun-Nov'}, 'jul': {'id': 'http://linked.earth/ontology/interpretation#Jul', 'label': 'Jul'}, 'jul-apr': {'id': 'http://linked.earth/ontology/interpretation#Jul-Apr', 'label': 'Jul-Apr'}, 'jul-aug': {'id': 'http://linked.earth/ontology/interpretation#Jul-Aug', 'label': 'Jul-Aug'}, 'jul-dec': {'id': 'http://linked.earth/ontology/interpretation#Jul-Dec', 'label': 'Jul-Dec'}, 'jul-feb': {'id': 'http://linked.earth/ontology/interpretation#Jul-Feb', 'label': 'Jul-Feb'}, 'jul-jan': {'id': 'http://linked.earth/ontology/interpretation#Jul-Jan', 'label': 'Jul-Jan'}, 'jul-jun': {'id': 'http://linked.earth/ontology/interpretation#Jul-Jun', 'label': 'Jul-Jun'}, 'jul-mar': {'id': 'http://linked.earth/ontology/interpretation#Jul-Mar', 'label': 'Jul-Mar'}, 'jul-may': {'id': 'http://linked.earth/ontology/interpretation#Jul-May', 'label': 'Jul-May'}, 'jul-nov': {'id': 'http://linked.earth/ontology/interpretation#Jul-Nov', 'label': 'Jul-Nov'}, 'jul-oct': {'id': 'http://linked.earth/ontology/interpretation#Jul-Oct', 'label': 'Jul-Oct'}, 'jul-sep': {'id': 'http://linked.earth/ontology/interpretation#Jul-Sep', 'label': 'Jul-Sep'}, 'july': {'id': 'http://linked.earth/ontology/interpretation#May-Sep', 'label': 'May-Sep'}, 'jun': {'id': 'http://linked.earth/ontology/interpretation#Jun', 'label': 'Jun'}, 'jun-apr': {'id': 'http://linked.earth/ontology/interpretation#Jun-Apr', 'label': 'Jun-Apr'}, 'jun-aug': {'id': 'http://linked.earth/ontology/interpretation#Jun-Aug', 'label': 'Jun-Aug'}, 'jun-dec': {'id': 'http://linked.earth/ontology/interpretation#Jun-Dec', 'label': 'Jun-Dec'}, 'jun-feb': {'id': 'http://linked.earth/ontology/interpretation#Jun-Feb', 'label': 'Jun-Feb'}, 'jun-jan': {'id': 'http://linked.earth/ontology/interpretation#Jun-Jan', 'label': 'Jun-Jan'}, 'jun-jul': {'id': 'http://linked.earth/ontology/interpretation#Jun-Jul', 'label': 'Jun-Jul'}, 'jun-mar': {'id': 'http://linked.earth/ontology/interpretation#Jun-Mar', 'label': 'Jun-Mar'}, 'jun-nov': {'id': 'http://linked.earth/ontology/interpretation#Jun-Nov', 'label': 'Jun-Nov'}, 'jun-oct': {'id': 'http://linked.earth/ontology/interpretation#Jun-Oct', 'label': 'Jun-Oct'}, 'jun-sep': {'id': 'http://linked.earth/ontology/interpretation#Jun-Sep', 'label': 'Jun-Sep'}, 'june': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'june,july': {'id': 'http://linked.earth/ontology/interpretation#Jun-Sep', 'label': 'Jun-Sep'}, 'june-august': {'id': 'http://linked.earth/ontology/interpretation#Apr-Aug', 'label': 'Apr-Aug'}, 'june-july minimum': {'id': 'http://linked.earth/ontology/interpretation#Jun-Jul', 'label': 'Jun-Jul'}, 'late summer/winter lake water (summer-biased mean annual precip)': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'mainly growing season': {'id': 'http://linked.earth/ontology/interpretation#Growing_Season', 'label': 'Growing Season'}, 'mam': {'id': 'http://linked.earth/ontology/interpretation#Mar-May', 'label': 'Mar-May'}, 'mar': {'id': 'http://linked.earth/ontology/interpretation#Mar', 'label': 'Mar'}, 'mar&jul': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'mar-apr': {'id': 'http://linked.earth/ontology/interpretation#Mar-Apr', 'label': 'Mar-Apr'}, 'mar-aug': {'id': 'http://linked.earth/ontology/interpretation#Mar-Aug', 'label': 'Mar-Aug'}, 'mar-dec': {'id': 'http://linked.earth/ontology/interpretation#Mar-Dec', 'label': 'Mar-Dec'}, 'mar-jan': {'id': 'http://linked.earth/ontology/interpretation#Mar-Jan', 'label': 'Mar-Jan'}, 'mar-jul': {'id': 'http://linked.earth/ontology/interpretation#Mar-Jul', 'label': 'Mar-Jul'}, 'mar-jun': {'id': 'http://linked.earth/ontology/interpretation#Mar-Jun', 'label': 'Mar-Jun'}, 'mar-may': {'id': 'http://linked.earth/ontology/interpretation#Mar-May', 'label': 'Mar-May'}, 'mar-nov': {'id': 'http://linked.earth/ontology/interpretation#Mar-Nov', 'label': 'Mar-Nov'}, 'mar-oct': {'id': 'http://linked.earth/ontology/interpretation#Mar-Oct', 'label': 'Mar-Oct'}, 'mar-sep': {'id': 'http://linked.earth/ontology/interpretation#Mar-Sep', 'label': 'Mar-Sep'}, 'march': {'id': 'http://linked.earth/ontology/interpretation#Jan-Apr', 'label': 'Jan-Apr'}, 'march to november': {'id': 'http://linked.earth/ontology/interpretation#Mar-Nov', 'label': 'Mar-Nov'}, 'may': {'id': 'http://linked.earth/ontology/interpretation#May-Sep', 'label': 'May-Sep'}, 'may to october': {'id': 'http://linked.earth/ontology/interpretation#May-Oct', 'label': 'May-Oct'}, 'may to sept': {'id': 'http://linked.earth/ontology/interpretation#May-Sep', 'label': 'May-Sep'}, 'may-apr': {'id': 'http://linked.earth/ontology/interpretation#May-Apr', 'label': 'May-Apr'}, 'may-aug': {'id': 'http://linked.earth/ontology/interpretation#May-Aug', 'label': 'May-Aug'}, 'may-dec': {'id': 'http://linked.earth/ontology/interpretation#May-Dec', 'label': 'May-Dec'}, 'may-feb': {'id': 'http://linked.earth/ontology/interpretation#May-Feb', 'label': 'May-Feb'}, 'may-jan': {'id': 'http://linked.earth/ontology/interpretation#May-Jan', 'label': 'May-Jan'}, 'may-jul': {'id': 'http://linked.earth/ontology/interpretation#May-Jul', 'label': 'May-Jul'}, 'may-jun': {'id': 'http://linked.earth/ontology/interpretation#May-Jun', 'label': 'May-Jun'}, 'may-mar': {'id': 'http://linked.earth/ontology/interpretation#May-Mar', 'label': 'May-Mar'}, 'may-nov': {'id': 'http://linked.earth/ontology/interpretation#May-Nov', 'label': 'May-Nov'}, 'may-oct': {'id': 'http://linked.earth/ontology/interpretation#May-Oct', 'label': 'May-Oct'}, 'may-sep': {'id': 'http://linked.earth/ontology/interpretation#May-Sep', 'label': 'May-Sep'}, 'mean annual (weighted toward ond and mam)': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'mean summer': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'mj': {'id': 'http://linked.earth/ontology/interpretation#May-Jun', 'label': 'May-Jun'}, 'mjja': {'id': 'http://linked.earth/ontology/interpretation#May-Aug', 'label': 'May-Aug'}, 'mjjas': {'id': 'http://linked.earth/ontology/interpretation#May-Sep', 'label': 'May-Sep'}, 'mjjaso': {'id': 'http://linked.earth/ontology/interpretation#May-Oct', 'label': 'May-Oct'}, 'mjjasond': {'id': 'http://linked.earth/ontology/interpretation#May-Dec', 'label': 'May-Dec'}, 'monsoon': {'id': 'http://linked.earth/ontology/interpretation#Wet_Season', 'label': 'Wet Season'}, 'monsoon season': {'id': 'http://linked.earth/ontology/interpretation#Wet_Season', 'label': 'Wet Season'}, 'mostly summer': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'mostly winter': {'id': 'http://linked.earth/ontology/interpretation#Winter', 'label': 'Winter'}, 'multi-annual': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'n/a': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'n/a (subannually resolved)': {'id': 'http://linked.earth/ontology/interpretation#subannual', 'label': 'subannual'}, 'ndjf': {'id': 'http://linked.earth/ontology/interpretation#Nov-Feb', 'label': 'Nov-Feb'}, 'ndjfma': {'id': 'http://linked.earth/ontology/interpretation#Nov-Apr', 'label': 'Nov-Apr'}, 'needstobechanged': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'nh summer': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'not applicable (always)': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'not applicable (subannually resolved)': {'id': 'http://linked.earth/ontology/interpretation#subannual', 'label': 'subannual'}, 'not indicated': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'nov-apr': {'id': 'http://linked.earth/ontology/interpretation#Nov-Apr', 'label': 'Nov-Apr'}, 'nov-aug': {'id': 'http://linked.earth/ontology/interpretation#Nov-Aug', 'label': 'Nov-Aug'}, 'nov-dec': {'id': 'http://linked.earth/ontology/interpretation#Nov-Dec', 'label': 'Nov-Dec'}, 'nov-feb': {'id': 'http://linked.earth/ontology/interpretation#Nov-Feb', 'label': 'Nov-Feb'}, 'nov-jan': {'id': 'http://linked.earth/ontology/interpretation#Nov-Jan', 'label': 'Nov-Jan'}, 'nov-jul': {'id': 'http://linked.earth/ontology/interpretation#Nov-Jul', 'label': 'Nov-Jul'}, 'nov-jun': {'id': 'http://linked.earth/ontology/interpretation#Nov-Jun', 'label': 'Nov-Jun'}, 'nov-mar': {'id': 'http://linked.earth/ontology/interpretation#Nov-Mar', 'label': 'Nov-Mar'}, 'nov-may': {'id': 'http://linked.earth/ontology/interpretation#Nov-May', 'label': 'Nov-May'}, 'nov-oct': {'id': 'http://linked.earth/ontology/interpretation#Nov-Oct', 'label': 'Nov-Oct'}, 'nov-sep': {'id': 'http://linked.earth/ontology/interpretation#Nov-Sep', 'label': 'Nov-Sep'}, 'november': {'id': 'http://linked.earth/ontology/interpretation#May-Dec', 'label': 'May-Dec'}, 'november (previous year) to february (current year)': {'id': 'http://linked.earth/ontology/interpretation#Nov-Feb', 'label': 'Nov-Feb'}, 'oct (previous year) to sept (current year)': {'id': 'http://linked.earth/ontology/interpretation#Oct-Sep', 'label': 'Oct-Sep'}, 'oct)': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'oct-apr': {'id': 'http://linked.earth/ontology/interpretation#Oct-Apr', 'label': 'Oct-Apr'}, 'oct-aug': {'id': 'http://linked.earth/ontology/interpretation#Oct-Aug', 'label': 'Oct-Aug'}, 'oct-dec': {'id': 'http://linked.earth/ontology/interpretation#Oct-Dec', 'label': 'Oct-Dec'}, 'oct-feb': {'id': 'http://linked.earth/ontology/interpretation#Oct-Feb', 'label': 'Oct-Feb'}, 'oct-jan': {'id': 'http://linked.earth/ontology/interpretation#Oct-Jan', 'label': 'Oct-Jan'}, 'oct-jul': {'id': 'http://linked.earth/ontology/interpretation#Oct-Jul', 'label': 'Oct-Jul'}, 'oct-jun': {'id': 'http://linked.earth/ontology/interpretation#Oct-Jun', 'label': 'Oct-Jun'}, 'oct-mar': {'id': 'http://linked.earth/ontology/interpretation#Oct-Mar', 'label': 'Oct-Mar'}, 'oct-may': {'id': 'http://linked.earth/ontology/interpretation#Oct-May', 'label': 'Oct-May'}, 'oct-nov': {'id': 'http://linked.earth/ontology/interpretation#Oct-Nov', 'label': 'Oct-Nov'}, 'oct-sep': {'id': 'http://linked.earth/ontology/interpretation#Oct-Sep', 'label': 'Oct-Sep'}, 'october': {'id': 'http://linked.earth/ontology/interpretation#May-Oct', 'label': 'May-Oct'}, 'october-april (wet season)': {'id': 'http://linked.earth/ontology/interpretation#Oct-Apr', 'label': 'Oct-Apr'}, 'ond': {'id': 'http://linked.earth/ontology/interpretation#Oct-Dec', 'label': 'Oct-Dec'}, 'ondj': {'id': 'http://linked.earth/ontology/interpretation#Oct-Jan', 'label': 'Oct-Jan'}, 'ondjfm': {'id': 'http://linked.earth/ontology/interpretation#Oct-Mar', 'label': 'Oct-Mar'}, 'ondjfma': {'id': 'http://linked.earth/ontology/interpretation#Oct-Apr', 'label': 'Oct-Apr'}, 'or both': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'p_amount (july)': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'p_amount (june)': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'probably spring/summer': {'id': 'http://linked.earth/ontology/interpretation#Spr-Sum', 'label': 'Spr-Sum'}, 'sep-apr': {'id': 'http://linked.earth/ontology/interpretation#Sep-Apr', 'label': 'Sep-Apr'}, 'sep-aug': {'id': 'http://linked.earth/ontology/interpretation#Sep-Aug', 'label': 'Sep-Aug'}, 'sep-dec': {'id': 'http://linked.earth/ontology/interpretation#Sep-Dec', 'label': 'Sep-Dec'}, 'sep-feb': {'id': 'http://linked.earth/ontology/interpretation#Sep-Feb', 'label': 'Sep-Feb'}, 'sep-jan': {'id': 'http://linked.earth/ontology/interpretation#Sep-Jan', 'label': 'Sep-Jan'}, 'sep-jul': {'id': 'http://linked.earth/ontology/interpretation#Sep-Jul', 'label': 'Sep-Jul'}, 'sep-jun': {'id': 'http://linked.earth/ontology/interpretation#Sep-Jun', 'label': 'Sep-Jun'}, 'sep-mar': {'id': 'http://linked.earth/ontology/interpretation#Sep-Mar', 'label': 'Sep-Mar'}, 'sep-may': {'id': 'http://linked.earth/ontology/interpretation#Sep-May', 'label': 'Sep-May'}, 'sep-nov': {'id': 'http://linked.earth/ontology/interpretation#Sep-Nov', 'label': 'Sep-Nov'}, 'sep-oct': {'id': 'http://linked.earth/ontology/interpretation#Sep-Oct', 'label': 'Sep-Oct'}, 'september': {'id': 'http://linked.earth/ontology/interpretation#May-Sep', 'label': 'May-Sep'}, 'sondjf': {'id': 'http://linked.earth/ontology/interpretation#Sep-Feb', 'label': 'Sep-Feb'}, 'spr-sum': {'id': 'http://linked.earth/ontology/interpretation#Spr-Sum', 'label': 'Spr-Sum'}, 'spring': {'id': 'http://linked.earth/ontology/interpretation#Spring', 'label': 'Spring'}, 'spring summer': {'id': 'http://linked.earth/ontology/interpretation#Spr-Sum', 'label': 'Spr-Sum'}, 'spring-summer': {'id': 'http://linked.earth/ontology/interpretation#Spr-Sum', 'label': 'Spr-Sum'}, 'spring-summer (april-july)': {'id': 'http://linked.earth/ontology/interpretation#Apr-Jul', 'label': 'Apr-Jul'}, 'subannual': {'id': 'http://linked.earth/ontology/interpretation#subannual', 'label': 'subannual'}, 'summer': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'summer (jas)': {'id': 'http://linked.earth/ontology/interpretation#Jul-Sep', 'label': 'Jul-Sep'}, 'summer (jja)': {'id': 'http://linked.earth/ontology/interpretation#Jun-Aug', 'label': 'Jun-Aug'}, 'summer (jjas)': {'id': 'http://linked.earth/ontology/interpretation#Jun-Sep', 'label': 'Jun-Sep'}, 'summer (june to september)': {'id': 'http://linked.earth/ontology/interpretation#Jun-Sep', 'label': 'Jun-Sep'}, 'summer (june-august)': {'id': 'http://linked.earth/ontology/interpretation#Jun-Aug', 'label': 'Jun-Aug'}, 'summer (ndj)': {'id': 'http://linked.earth/ontology/interpretation#Nov-Jan', 'label': 'Nov-Jan'}, 'summer + winter': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'summer temperature': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'summer+': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'summer-bias': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'summer-biased/annual?': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'summer?': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 't_air (july': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'temperature (july': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'temperature (may': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'thermal year (aug-jul) (but 80% of precipitation from nov to may)': {'id': 'http://linked.earth/ontology/interpretation#Aug-Jul', 'label': 'Aug-Jul'}, 'under present conditions': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'unknown': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'upwelling': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'upwelling season': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'variable': {'id': 'http://linked.earth/ontology/interpretation#Spr-Sum', 'label': 'Spr-Sum'}, 'warm season': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'warmest': {'id': 'http://linked.earth/ontology/interpretation#Warmest_Month', 'label': 'Warmest Month'}, 'warmest + coldest': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'warmest + coldest month': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'warmest + coldest months': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'warmest month': {'id': 'http://linked.earth/ontology/interpretation#Warmest_Month', 'label': 'Warmest Month'}, 'warmest month + winter': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'warmest month; coldest month': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'warmest quarter yr': {'id': 'http://linked.earth/ontology/interpretation#Summer', 'label': 'Summer'}, 'warmest_month': {'id': 'http://linked.earth/ontology/interpretation#Warmest_Month', 'label': 'Warmest Month'}, 'wet season': {'id': 'http://linked.earth/ontology/interpretation#Wet_Season', 'label': 'Wet Season'}, 'wet years often have higehr amount of winter rain': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'wet_season': {'id': 'http://linked.earth/ontology/interpretation#Wet_Season', 'label': 'Wet Season'}, 'win-spr': {'id': 'http://linked.earth/ontology/interpretation#Win-Spr', 'label': 'Win-Spr'}, 'winter': {'id': 'http://linked.earth/ontology/interpretation#Winter', 'label': 'Winter'}, 'winter (11,12,1,2,3,4,5)': {'id': 'http://linked.earth/ontology/interpretation#Nov-May', 'label': 'Nov-May'}, 'winter (nov-april)': {'id': 'http://linked.earth/ontology/interpretation#Nov-Apr', 'label': 'Nov-Apr'}, 'winter rain': {'id': 'http://linked.earth/ontology/interpretation#needsToBeChanged', 'label': 'needsToBeChanged'}, 'winter+': {'id': 'http://linked.earth/ontology/interpretation#Winter', 'label': 'Winter'}, 'winter/spring': {'id': 'http://linked.earth/ontology/interpretation#Win-Spr', 'label': 'Win-Spr'}, 'with potential addition effects of snowmelt following wet winters': {'id': 'http://linked.earth/ontology/interpretation#Growing_Season', 'label': 'Growing Season'}, 'year round': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'year-round': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}, 'years': {'id': 'http://linked.earth/ontology/interpretation#Annual', 'label': 'Annual'}}
- class pylipd.classes.interpretationseasonality.InterpretationSeasonalityConstants[source]
- Annual = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Apr_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Aug_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Coldest_Month = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Dec_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Fall = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Feb_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Growing_Season = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jan_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jul_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Jun_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Mar_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- May_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Nov_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Oct_Sep = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Apr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Aug = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Dec = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Feb = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Jan = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Jul = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Jun = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Mar = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_May = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Nov = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Sep_Oct = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Spr_Sum = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Spring = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Summer = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Warmest_Month = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Wet_Season = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Win_Spr = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- Winter = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- needsToBeChanged = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
- subannual = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>