PyLiPD User API

The following describes the main classes that makes up PyLiPD. Most users will only interface with the functionalies 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 <http://linked.earth/Ontology/release/core/1.2.0/index-en.html> 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: uncertaintyLow: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: precipitation: Archaeological
Nunalleq.Ledger.2018: age: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: temperature: Archaeological
Nunalleq.Ledger.2018: temperature: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: uncertaintyHigh: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: temperature: Archaeological
Nunalleq.Ledger.2018: precipitation: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: precipitation: Archaeological
Nunalleq.Ledger.2018: age: Archaeological
Nunalleq.Ledger.2018: precipitation: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: temperature: Archaeological
Nunalleq.Ledger.2018: temperature: Archaeological
Nunalleq.Ledger.2018: temperature: Archaeological
Nunalleq.Ledger.2018: precipitation: Archaeological
Nunalleq.Ledger.2018: depth: Archaeological
Nunalleq.Ledger.2018: temperature: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: uncertainty: Archaeological
Nunalleq.Ledger.2018: temperature: Archaeological
Nunalleq.Ledger.2018: uncertainty: 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

get_all_archiveTypes()

Returns a list of all the unique archiveTypes present in the LiPD object

get_all_compilation_names()

Return the names of the compilation present in the LiPD object

get_all_dataset_ids()

Get all Dataset ids

get_all_dataset_names()

Get all Dataset Names

get_all_graph_ids()

Get all Graph ids

get_all_locations([dsname])

Return geographical coordinates for all the datasets.

get_all_variable_names()

Get a list of all possible distinct variableNames.

get_all_variables()

Returns a list of all variables in the graph

get_bibtex([remote, save, path, verbose])

Get BibTeX for loaded datasets

get_dataset_properties()

Get a list of unique properties attached to a dataset.

get_datasets()

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_model_properties()

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_variable_properties()

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_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': 'Michael N. Evans'},
    {'name': 'Cyril Giry'},
    {'name': 'K. Halimeda Kilbourne'},
    {'name': 'Kevin J. Anchukaitis'},
    {'name': 'Henry C. Wu'},
    {'name': 'Jens Zinke'},
    {'name': 'Casey P. Saenger'},
    {'name': 'Nerilie J. Abram'}],
   'citeKey': 'tierney2015tropicalseasurfacetempera',
   'volume': '30',
   'doi': '10.1002/2014PA002717',
   'journal': 'Paleoceanography',
   'pages': '226-252',
   'year': 2015,
   'issue': 3.0,
   'dataUrl': ['doi.org'],
   'publisher': 'Wiley-Blackwell',
   'title': 'Tropical sea surface temperatures for the past four centuries reconstructed from coral archives'},
  {'issue': 5508.0,
   'publisher': 'American Association for the Advancement of Science (AAAS)',
   'title': 'Variability in the El Nino-Southern Oscillation Through a Glacial-Interglacial Cycle',
   'volume': '291',
   'author': [{'name': 'A. W. Tudhope'}],
   'citeKey': 'tudhope2001variabilityintheelninosou',
   'dataUrl': ['doi.org'],
   'journal': 'Science',
   'doi': '10.1126/science.1057969',
   'year': 2001,
   'pages': '1511-1517'},
  {'institution': 'World Data Center for Paleoclimatology',
   'title': 'World Data Center for Paleoclimatology',
   'urldate': 2001.0,
   'url': ['https://www.ncdc.noaa.gov/paleo/study/1866'],
   'citeKey': 'kuhnert2001httpswwwncdcnoaagovpaleostudy1866DataCitation',
   'author': [{'name': 'H. Kuhnert'}]}],
 'geo': {'geometry': {'coordinates': [145.8167, -5.2167, -2.2],
   'type': 'Point'},
  'properties': {'latitude': -5.2167,
   'pages2kRegion': 'Ocean',
   'ocean': 'Pacific',
   'elevation': -2.2,
   'type': 'http://linked.earth/ontology#Location',
   'longitude': 145.8167,
   'siteName': 'Madang Lagoon, Papua New Guinea'}},
 'dataContributor': {'name': 'Wu KLD'},
 'originalDataURL': 'https://www.ncdc.noaa.gov/paleo/study/1866',
 'hasUrl': 'https://data.mint.isi.edu/files/lipd/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd',
 'inCompilation3_': 'PAGES2k_v2.1.0',
 'googleSpreadSheetKey': '1wf30P-s54OTBdLw4dyeaIN53VDoN0u_hOqIwvAeLxtc',
 'googleMetadataWorksheet': 'oruuxfm',
 'inCompilation1_': 'Ocean2k_v1.0.0',
 'lipdVersion': 1.3,
 'studyName': 'Madang, Papua New Guinea oxygen isotope record 1880-1993',
 'inCompilation2_': 'PAGES2k_v2.0.0',
 'minYear': 1880.792,
 'paleoData': [{'measurementTable': [{'missingValue': 'NaN',
     'columns': [{'measurementTableMD5': '793853407e414221c486d2e63b32dd87',
       'proxyObservationType': 'd18O',
       'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.txt',
       'ocean2kID': 'PacificMadangTudhope2001',
       'hasMeanValue': -4.9453,
       'number': 1,
       'qCCertification': 'KLD, NJA',
       'measurementTableName': 'measurementTable1',
       'interpretation': [{'scope': 'climate',
         'variableDetail': 'sea@surface',
         'direction': 'negative',
         'seasonality': 'subannual',
         'variable': 'temperature'}],
       'TSid': 'Ocean2kHR_140',
       'variableName': 'd18O',
       'hasMaxValue': -4.344,
       'iso2kUI': 'CO01TUNG01A',
       'hasMedianValue': -4.942,
       'notes': '; climateInterpretation_seasonality changed - was originally seasonal',
       'variableType': 'measured',
       'inCompilationBeta': {'compilationVersion': '2_1_1',
        'compilationName': 'Pages2kTemperature'},
       'hasMinValue': -5.515,
       'useInGlobalTemperatureAnalysis': True,
       'paleoDataTableName': 'measTable',
       'resolution': {'hasMedianValue': 0.25,
        'hasMinValue': 0.25,
        'hasMaxValue': 0.25,
        'hasMeanValue': 0.25,
        'units': 'yr AD'},
       'pages2kID': 'Ocn_097',
       'sensorGenus': 'Porites',
       'units': 'permil',
       'proxy': 'd18O',
       'archiveType': 'Coral'},
      {'hasMedianValue': 1936.917,
       'resolution': {'hasMinValue': 0.25,
        'hasMedianValue': 0.25,
        'hasMeanValue': 0.25,
        'hasMaxValue': 0.25,
        'units': 'yr AD'},
       'TSid': 'PYTDAS7AM1Y',
       'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.txt',
       'hasMaxValue': 1993.042,
       'measurementTableName': 'measurementTable1',
       'hasMeanValue': 1936.917,
       'inferredVariableType': 'Year',
       'number': 2,
       'variableType': 'inferred',
       'measurementTableMD5': '793853407e414221c486d2e63b32dd87',
       'description': 'Year AD',
       'variableName': 'year',
       'paleoDataTableName': 'measTable',
       'hasMinValue': 1880.792,
       'dataType': 'float',
       'units': 'yr AD',
       'archiveType': 'Coral'}],
     'filename': 'Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.paleo1measurement1.csv',
     'tableName': 'Kuhnert',
     'googleWorkSheetKey': 'ov9tjw6'}]}],
 'googleDataURL': 'https://docs.google.com/spreadsheets/d/1wf30P-s54OTBdLw4dyeaIN53VDoN0u_hOqIwvAeLxtc',
 'datasetId': 'm8yv2VgG97zJmSg3XhqQ',
 'changelog': [{'timestamp': '2022-08-23 23:41:56 UTC',
   'curator': 'nicholas',
   'notes': 'Starting the changelog',
   'version': '1.0.0'}],
 'maxYear': 1993.042,
 'createdBy': 'matlab',
 'dataSetName': 'Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001',
 '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:

pylipd.lipd.LiPD

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:

pylipd.lipd.LiPD

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/latest/lib/python3.11/site-packages/pylipd/data/ODP846.Lawrence.2006.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Eur-Stockholm.Leijonhufvud.2009.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Eur-NorthernScandinavia.Esper.2012.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Eur-FinnishLakelands.Helama.2014.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Asi-SourthAndMiddleUrals.Demezhko.2007.lpd', "/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Arc-Kongressvatnet.D'Andrea.2012.lpd", '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Eur-NorthernSpain.Martin-Chivelet.2011.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Eur-SpanishPyrenees.Dorado-Linan.2012.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Ocn-SinaiPeninsula,RedSea.Moustafa.2000.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Ocn-RedSea.Felis.2000.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Ocn-FeniDrift.Richter.2009.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Eur-LakeSilvaplana.Trachsel.2010.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Ant-WAIS-Divide.Severinghaus.2012.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Eur-CoastofPortugal.Abrantes.2011.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Ocn-PedradeLume-CapeVerdeIslands.Moses.2006.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Eur-SpannagelCave.Mangini.2005.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Pages2k/Ocn-AlboranSea436B.Nieto-Moreno.2013.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Temp12k/ElGygytgynCrater.Schwamborn.2006.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Temp12k/SouthernCalifornia.Ohlwein.2012.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Temp12k/NevadoHuascaran.Thompson.1995.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Temp12k/RC24_08GC.Arbuszewski.2013.lpd', '/home/docs/checkouts/readthedocs.org/user_builds/pylipd/conda/latest/lib/python3.11/site-packages/pylipd/data/Temp12k/MD03-2601.Kim.2012.lpd']
Loading 22 LiPD files
Loaded..
['ElGygytgynCrater.Schwamborn.2006',
 'NevadoHuascaran.Thompson.1995',
 'MD03-2601.Kim.2012',
 'RC24_08GC.Arbuszewski.2013']
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:

pylipd.lipd.LiPD

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:

pylipd.lipd.LiPD

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..
['Eur-LakeSilvaplana.Trachsel.2010',
 'Ocn-RedSea.Felis.2000',
 'Eur-SpannagelCave.Mangini.2005',
 'Ocn-SinaiPeninsula_RedSea.Moustafa.2000',
 'Eur-SpanishPyrenees.Dorado-Linan.2012']
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:

pylipd.lipd.LiPD

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..
['Asi-SourthAndMiddleUrals.Demezhko.2007',
 'Eur-LakeSilvaplana.Trachsel.2010',
 'Ocn-RedSea.Felis.2000',
 'Eur-NorthernScandinavia.Esper.2012',
 'Ant-WAIS-Divide.Severinghaus.2012',
 'Ocn-FeniDrift.Richter.2009',
 'Eur-Stockholm.Leijonhufvud.2009',
 'Eur-SpannagelCave.Mangini.2005',
 'Ocn-AlboranSea436B.Nieto-Moreno.2013',
 'Eur-NorthernSpain.Martin-Chivelet.2011',
 'Eur-FinnishLakelands.Helama.2014',
 'Eur-CoastofPortugal.Abrantes.2011',
 'Eur-SpanishPyrenees.Dorado-Linan.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:

pylipd.lipd.LiPD

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..
['Temp12k', 'wNAm', 'HoloceneAbruptChange']
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-Stockholm.Leijonhufvud.2009      59.3200      18.0600   
1         Eur-Stockholm.Leijonhufvud.2009      59.3200      18.0600   
2         Eur-Stockholm.Leijonhufvud.2009      59.3200      18.0600   
3         Eur-Stockholm.Leijonhufvud.2009      59.3200      18.0600   
4         Eur-Stockholm.Leijonhufvud.2009      59.3200      18.0600   
..                                    ...          ...          ...   
123  Ocn-AlboranSea436B.Nieto-Moreno.2013      36.2053      -4.3133   
124  Ocn-AlboranSea436B.Nieto-Moreno.2013      36.2053      -4.3133   
125  Ocn-AlboranSea436B.Nieto-Moreno.2013      36.2053      -4.3133   
126  Ocn-AlboranSea436B.Nieto-Moreno.2013      36.2053      -4.3133   
127  Ocn-AlboranSea436B.Nieto-Moreno.2013      36.2053      -4.3133   

     geo_meanElev  
0            10.0  
1            10.0  
2            10.0  
3            10.0  
4            10.0  
..            ...  
123       -1108.0  
124       -1108.0  
125       -1108.0  
126       -1108.0  
127       -1108.0  

[128 rows x 4 columns]
get_all_variable_names()[source]

Get a list of all possible distinct variableNames. Useful for filtering and qeurying.

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..
['temperature', 'year', 'MXD', 'Uk37', 'd18O', 'trsgi', 'Mg_Ca', 'depth_bottom', 'notes', 'depth_top', 'uncertainty_temperature']
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/chron0model0summary0....  PYTDIEKUM44   
1   http://linked.earth/lipd/chron0measurement0.PY...  PYTLEHYPAYV   
2   http://linked.earth/lipd/paleo0measurement0.PY...  PYTKRFVW61B   
3   http://linked.earth/lipd/chron0measurement0.PY...  PYT9CFQ4GK0   
4   http://linked.earth/lipd/chron0model0summary0....  PYTPWX0LH3I   
5   http://linked.earth/lipd/paleo0measurement1.PY...  PYTS96EE0CB   
6   http://linked.earth/lipd/chron0model0ensemble0...  PYTGOFY4KZD   
7   http://linked.earth/lipd/paleo0model0ensemble0...  PYTCHXB40SL   
8   http://linked.earth/lipd/paleo0model0ensemble0...  PYTDW6AIJPW   
9   http://linked.earth/lipd/paleo0measurement1.PY...  PYT68HYMYHH   
10  http://linked.earth/lipd/paleo0measurement0.PY...  PYTGO6NV72Y   
11  http://linked.earth/lipd/chron0model0summary0....  PYT7DLYN7X4   
12  http://linked.earth/lipd/paleo0measurement1.PY...  PYTYDOYFVYD   
13  http://linked.earth/lipd/paleo0measurement0.PY...  PYT2ZB6MLZ9   
14  http://linked.earth/lipd/paleo0measurement1.PY...  PYTTUPVG4K3   
15  http://linked.earth/lipd/chron0model0summary0....  PYTI487BQDZ   
16  http://linked.earth/lipd/paleo0measurement0.PY...  PYTXJB98403   
17  http://linked.earth/lipd/chron0model0ensemble0...  PYTUHE3XLGQ   
18  http://linked.earth/lipd/chron0measurement0.PY...  PYTTD7XCQGS   
19  http://linked.earth/lipd/paleo0measurement0.PY...  PYTJ3PSH0LT   
20  http://linked.earth/lipd/paleo0measurement0.PY...  PYT95DVDUU3   
21  http://linked.earth/lipd/paleo0measurement1.PY...  PYTE5EC1JBW   
22  http://linked.earth/lipd/paleo0measurement1.PY...  PYTPQ0FJO1S   
23  http://linked.earth/lipd/paleo0measurement0.PY...  PYT8BDSRW3H   
24  http://linked.earth/lipd/paleo0measurement1.PY...  PYTJZ4GLRYP   
25  http://linked.earth/lipd/paleo0measurement0.PY...  PYTM9N6HCQM   
26  http://linked.earth/lipd/chron0model0summary0....  PYT4Y96QMUU   
27  http://linked.earth/lipd/paleo0measurement0.PY...  PYT10H23U2E   
28  http://linked.earth/lipd/paleo0measurement1.PY...  PYT19MC8WE2   
29  http://linked.earth/lipd/paleo0measurement1.PY...  PYT3ZMI0BXW   

             variableName  
0                 upper95  
1                    d18o  
2                   depth  
3                   depth  
4                   depth  
5                   depth  
6                   depth  
7                   depth  
8                     sst  
9                depth cr  
10            temp muller  
11                 median  
12      u. peregrina d18o  
13               interval  
14      u. peregrina d13c  
15                lower95  
16                    age  
17                    age  
18                    age  
19              site/hole  
20             temp prahl  
21                  event  
22             depth comp  
23                section  
24           sample label  
25              ukprime37  
26                   d180  
27              c37 total  
28  c. wuellerstorfi d13c  
29  c. wuellerstorfi 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
([' @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', '@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{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  Tropical sea surface temperatures for the past...   
1  Variability in the El Nino-Southern Oscillatio...   
2             World Data Center for Paleoclimatology   
3                                               None   
4  Southern Hemisphere and deep-sea warming led d...   

                                             authors                      doi  \
0  Cyril Giry and K. Halimeda Kilbourne and Kevin...     10.1002/2014PA002717   
1                                      A. W. Tudhope  10.1126/science.1057969   
2                                         H. Kuhnert                     None   
3                                                        10.1029/2006PA001379   
4          A. Timmermann and L. Stott and R. Thunell  10.1126/science.1143791   

  pubyear    year           journal volume   issue      pages  \
0    None  2015.0  Paleoceanography     30     3.0    226-252   
1    None  2001.0           Science    291  5508.0  1511-1517   
2    None     NaN              None   None     NaN       None   
3    None     NaN              None   None     NaN       None   
4    None  2007.0           Science    318  5849.0  435   438   

              type                                          publisher report  \
0  journal-article                                    Wiley-Blackwell   None   
1  journal-article  American Association for the Advancement of Sc...   None   
2     dataCitation                                               None   None   
3             None                                               None   None   
4             None                                               None   None   

                                             citeKey edition  \
0               tierney2015tropicalseasurfacetempera    None   
1               tudhope2001variabilityintheelninosou    None   
2  kuhnert2001httpswwwncdcnoaagovpaleostudy1866Da...    None   
3                                               None    None   
4                                           WMGAVB7S    None   

                              institution   url  \
0                                    None  None   
1                                    None  None   
2  World Data Center for Paleoclimatology  None   
3                                    None  None   
4                                    None  None   

                                         url2  
0                                        None  
1                                        None  
2  https://www.ncdc.noaa.gov/paleo/study/1866  
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 avialable 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..
['maxYear', 'hasPaleoData', 'type', 'hasUrl', 'hasChangeLog', 'hasSpreadsheetLink', 'hasArchiveType', 'googleMetadataWorksheet', 'createdBy', 'hasOriginalDataUrl', 'googleDataURL', 'lipdVersion', 'hasName', 'hasDatasetId', 'minYear', 'hasLocation', 'hasPublication', 'inCompilation3_', 'inCompilation2_', 'inCompilation1_', '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 0x733f002f2c90>,
 <pylipd.classes.dataset.Dataset at 0x733f003ef610>,
 <pylipd.classes.dataset.Dataset at 0x733ef7d9c650>,
 <pylipd.classes.dataset.Dataset at 0x733ef49ad710>,
 <pylipd.classes.dataset.Dataset at 0x733ef7fd3e90>,
 <pylipd.classes.dataset.Dataset at 0x733f00103f90>,
 <pylipd.classes.dataset.Dataset at 0x733ef4945250>,
 <pylipd.classes.dataset.Dataset at 0x733ef4dc5590>,
 <pylipd.classes.dataset.Dataset at 0x733f001793d0>,
 <pylipd.classes.dataset.Dataset at 0x733ef7ed9b10>,
 <pylipd.classes.dataset.Dataset at 0x733ef7d8f950>,
 <pylipd.classes.dataset.Dataset at 0x733ef7e64310>,
 <pylipd.classes.dataset.Dataset at 0x733ef7ea2990>,
 <pylipd.classes.dataset.Dataset at 0x733ef7d2da50>,
 <pylipd.classes.dataset.Dataset at 0x733ef7ccb6d0>,
 <pylipd.classes.dataset.Dataset at 0x733ef508db90>]
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/chron0model0ensemble0   

  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..
{'pub': [{'title': 'World Data Center for Paleoclimatology', 'author': [{'name': 'H. Kuhnert'}], 'urldate': 2001.0, 'institution': 'World Data Center for Paleoclimatology', 'url': ['https://www.ncdc.noaa.gov/paleo/study/1866'], 'citeKey': 'kuhnert2001httpswwwncdcnoaagovpaleostudy1866DataCitation'}, {'publisher': 'Wiley-Blackwell', 'citeKey': 'tierney2015tropicalseasurfacetempera', 'author': [{'name': 'Michael N. Evans'}, {'name': 'Cyril Giry'}, {'name': 'K. Halimeda Kilbourne'}, {'name': 'Kevin J. Anchukaitis'}, {'name': 'Henry C. Wu'}, {'name': 'Jens Zinke'}, {'name': 'Casey P. Saenger'}, {'name': 'Nerilie J. Abram'}, {'name': 'Jessica E. Tierney'}], 'journal': 'Paleoceanography', 'title': 'Tropical sea surface temperatures for the past four centuries reconstructed from coral archives', 'pages': '226-252', 'year': 2015, 'doi': '10.1002/2014PA002717', 'dataUrl': ['doi.org'], 'volume': '30', 'issue': 3.0}, {'volume': '291', 'doi': '10.1126/science.1057969', 'publisher': 'American Association for the Advancement of Science (AAAS)', 'author': [{'name': 'A. W. Tudhope'}], 'journal': 'Science', 'title': 'Variability in the El Nino-Southern Oscillation Through a Glacial-Interglacial Cycle', 'pages': '1511-1517', 'citeKey': 'tudhope2001variabilityintheelninosou', 'dataUrl': ['doi.org'], 'year': 2001, 'issue': 5508.0}], 'geo': {'geometry': {'coordinates': [145.8167, -5.2167, -2.2], 'type': 'Point'}, 'properties': {'latitude': -5.2167, 'pages2kRegion': 'Ocean', 'ocean': 'Pacific', 'elevation': -2.2, 'type': 'http://linked.earth/ontology#Location', 'longitude': 145.8167, 'siteName': 'Madang Lagoon, Papua New Guinea'}}, 'dataContributor': {'name': 'Wu KLD'}, 'originalDataURL': 'https://www.ncdc.noaa.gov/paleo/study/1866', 'hasUrl': 'https://data.mint.isi.edu/files/lipd/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.lpd', 'inCompilation3_': 'PAGES2k_v2.1.0', 'googleSpreadSheetKey': '1wf30P-s54OTBdLw4dyeaIN53VDoN0u_hOqIwvAeLxtc', 'googleMetadataWorksheet': 'oruuxfm', 'inCompilation1_': 'Ocean2k_v1.0.0', 'lipdVersion': 1.3, 'studyName': 'Madang, Papua New Guinea oxygen isotope record 1880-1993', 'inCompilation2_': 'PAGES2k_v2.0.0', 'minYear': 1880.792, 'paleoData': [{'measurementTable': [{'missingValue': 'NaN', 'columns': [{'hasMedianValue': 1936.917, 'resolution': {'hasMinValue': 0.25, 'hasMedianValue': 0.25, 'hasMeanValue': 0.25, 'hasMaxValue': 0.25, 'units': 'yr AD'}, 'TSid': 'PYTDAS7AM1Y', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.txt', 'hasMaxValue': 1993.042, 'measurementTableName': 'measurementTable1', 'hasMeanValue': 1936.917, 'inferredVariableType': 'Year', 'number': 2, 'variableType': 'inferred', 'measurementTableMD5': '793853407e414221c486d2e63b32dd87', 'description': 'Year AD', 'variableName': 'year', 'paleoDataTableName': 'measTable', 'hasMinValue': 1880.792, 'dataType': 'float', '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, 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'TSid': 'Ocean2kHR_140', 'variableName': 'd18O', 'hasMaxValue': -4.344, 'iso2kUI': 'CO01TUNG01A', 'hasMedianValue': -4.942, 'notes': '; climateInterpretation_seasonality changed - was originally seasonal', 'variableType': 'measured', 'hasMinValue': -5.515, 'inCompilationBeta': {'compilationName': 'Pages2kTemperature', 'compilationVersion': '2_1_1'}, 'useInGlobalTemperatureAnalysis': True, 'paleoDataTableName': 'measTable', 'resolution': {'hasMedianValue': 0.25, 'hasMinValue': 0.25, 'hasMaxValue': 0.25, 'hasMeanValue': 0.25, 'units': 'yr AD'}, 'pages2kID': 'Ocn_097', 'sensorGenus': 'Porites', '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, 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-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]}], 'filename': 'Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001.paleo1measurement1.csv', 'tableName': 'Kuhnert', 'googleWorkSheetKey': 'ov9tjw6'}]}], 'googleDataURL': 'https://docs.google.com/spreadsheets/d/1wf30P-s54OTBdLw4dyeaIN53VDoN0u_hOqIwvAeLxtc', 'datasetId': 'm8yv2VgG97zJmSg3XhqQ', 'changelog': [{'timestamp': '2022-08-23 23:41:56 UTC', 'curator': 'nicholas', 'notes': 'Starting the changelog', 'version': '1.0.0'}], 'maxYear': 1993.042, 'createdBy': 'matlab', 'dataSetName': 'Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', '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/latest/lib/python3.11/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)

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

Returns:

  • ts (dict) – A dictionary containing Time Series Object

  • df (Pandas.DataFrame) – If to_dataframe is set to True, returns a queriable Pandas DataFrame

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")
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 ...
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 retrun 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

Example

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/latest/lib/python3.11/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   
..                    ...              ...          ...          ...   
195  ODP846.Lawrence.2006  Marine sediment         -3.1        -90.8   
196  ODP846.Lawrence.2006  Marine sediment         -3.1        -90.8   
197  ODP846.Lawrence.2006  Marine sediment         -3.1        -90.8   
198  ODP846.Lawrence.2006  Marine sediment         -3.1        -90.8   
199  ODP846.Lawrence.2006  Marine sediment         -3.1        -90.8   

     geo_meanElev paleoData_variableName  \
0         -3296.0      u. peregrina d18o   
1         -3296.0      u. peregrina d18o   
2         -3296.0      u. peregrina d18o   
3         -3296.0      u. peregrina d13c   
4         -3296.0      u. peregrina d13c   
..            ...                    ...   
195       -3296.0  c. wuellerstorfi d18o   
196       -3296.0  c. wuellerstorfi d18o   
197       -3296.0  c. wuellerstorfi d13c   
198       -3296.0  c. wuellerstorfi d13c   
199       -3296.0  c. wuellerstorfi d13c   

                                      paleoData_values paleoData_units  \
0    [0.14, 0.01, -0.1, -0.06, -0.17, -0.21, -0.41,...     per mil PDB   
1    [0.14, 0.01, -0.1, -0.06, -0.17, -0.21, -0.41,...     per mil PDB   
2    [0.14, 0.01, -0.1, -0.06, -0.17, -0.21, -0.41,...     per mil PDB   
3    [nan, nan, nan, nan, nan, nan, nan, nan, nan, ...     per mil PDB   
4    [nan, nan, nan, nan, nan, nan, nan, nan, nan, ...     per mil PDB   
..                                                 ...             ...   
195  [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7...     per mil PDB   
196  [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7...     per mil PDB   
197  [3.38, 3.46, 3.65, 3.88, 4.14, 4.47, 4.99, 4.9...     per mil PDB   
198  [3.38, 3.46, 3.65, 3.88, 4.14, 4.47, 4.99, 4.9...     per mil PDB   
199  [3.38, 3.46, 3.65, 3.88, 4.14, 4.47, 4.99, 4.9...     per mil PDB   

    paleoData_proxy paleoData_proxyGeneral time_variableName time_values  \
0              None                   None              None        None   
1              None                   None              None        None   
2              None                   None              None        None   
3              None                   None              None        None   
4              None                   None              None        None   
..              ...                    ...               ...         ...   
195            None                   None              None        None   
196            None                   None              None        None   
197            None                   None              None        None   
198            None                   None              None        None   
199            None                   None              None        None   

    time_units depth_variableName  \
0         None         depth comp   
1         None              depth   
2         None           depth cr   
3         None         depth comp   
4         None              depth   
..         ...                ...   
195       None              depth   
196       None           depth cr   
197       None         depth comp   
198       None              depth   
199       None           depth cr   

                                          depth_values depth_units  
0    [12.0, 23.0, 33.0, 33.0, 43.0, 53.0, 63.0, 73....         mcd  
1    [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7...           m  
2    [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7...        rmcd  
3    [12.0, 23.0, 33.0, 33.0, 43.0, 53.0, 63.0, 73....         mcd  
4    [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7...           m  
..                                                 ...         ...  
195  [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7...           m  
196  [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7...        rmcd  
197  [12.0, 23.0, 33.0, 33.0, 43.0, 53.0, 63.0, 73....         mcd  
198  [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7...           m  
199  [0.12, 0.23, 0.33, 0.33, 0.43, 0.53, 0.63, 0.7...        rmcd  

[200 rows x 16 columns]

To 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/latest/lib/python3.11/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   

    geo_meanElev chronData_variableName  \
0        -3296.0                    age   
1        -3296.0                   d18o   
2        -3296.0                  depth   
3        -3296.0                    age   
4        -3296.0                   d18o   
5        -3296.0                  depth   
6        -3296.0                    age   
7        -3296.0                   d18o   
8        -3296.0                  depth   
9        -3296.0                    age   
10       -3296.0                   d18o   
11       -3296.0                  depth   
12       -3296.0                    age   
13       -3296.0                   d18o   
14       -3296.0                  depth   
15       -3296.0                    age   
16       -3296.0                   d18o   
17       -3296.0                  depth   
18       -3296.0                    age   
19       -3296.0                   d18o   
20       -3296.0                  depth   
21       -3296.0                    age   
22       -3296.0                   d18o   
23       -3296.0                  depth   

                                     chronData_values chronData_units  \
0   [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...           ky BP   
1   [3.38, 3.46, 3.765, 4.14, 4.47, 4.99, 4.99, 4....          permil   
2   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...               m   
3   [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...           ky BP   
4   [3.38, 3.46, 3.765, 4.14, 4.47, 4.99, 4.99, 4....          permil   
5   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...               m   
6   [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...           ky BP   
7   [3.38, 3.46, 3.765, 4.14, 4.47, 4.99, 4.99, 4....          permil   
8   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...               m   
9   [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...           ky BP   
10  [3.38, 3.46, 3.765, 4.14, 4.47, 4.99, 4.99, 4....          permil   
11  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...               m   
12  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...           ky BP   
13  [3.38, 3.46, 3.765, 4.14, 4.47, 4.99, 4.99, 4....          permil   
14  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...               m   
15  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...           ky BP   
16  [3.38, 3.46, 3.765, 4.14, 4.47, 4.99, 4.99, 4....          permil   
17  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...               m   
18  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...           ky BP   
19  [3.38, 3.46, 3.765, 4.14, 4.47, 4.99, 4.99, 4....          permil   
20  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...               m   
21  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...           ky BP   
22  [3.38, 3.46, 3.765, 4.14, 4.47, 4.99, 4.99, 4....          permil   
23  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...               m   

   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...   
3                age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
4                age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
5                age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
6                age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
7                age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
8                age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
9                age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
10               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
11               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
12               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
13               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
14               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
15               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
16               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
17               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
18               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
19               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
20               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
21               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
22               age  [3.645, 7.99, 11.18, 13.803, 15.886, 17.93, 19...   
23               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   
3       ky BP              depth   
4       ky BP              depth   
5       ky BP              depth   
6       ky BP              depth   
7       ky BP              depth   
8       ky BP              depth   
9       ky BP              depth   
10      ky BP              depth   
11      ky BP              depth   
12      ky BP              depth   
13      ky BP              depth   
14      ky BP              depth   
15      ky BP              depth   
16      ky BP              depth   
17      ky BP              depth   
18      ky BP              depth   
19      ky BP              depth   
20      ky BP              depth   
21      ky BP              depth   
22      ky BP              depth   
23      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  
3   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
4   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
5   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
6   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
7   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
8   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
9   [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
10  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
11  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
12  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
13  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
14  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
15  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
16  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
17  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
18  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
19  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
20  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
21  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
22  [0.12, 0.23, 0.33, 0.43, 0.53, 0.63, 0.73, 0.8...           m  
23  [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..
['hasVariableId', 'hasMeanValue', 'hasColumnNumber', 'foundInTable', 'hasNotes', 'wDSPaleoUrl', 'qCCertification', 'hasType', 'useInGlobalTemperatureAnalysis', 'hasStandardVariable', 'measurementTableName', 'hasProxy', 'hasMaxValue', 'hasResolution', 'hasName', 'hasInterpretation', 'hasUnits', 'measurementTableMD5', 'foundInDataset', 'type', 'hasArchiveType', 'paleoDataTableName', 'hasMinValue', 'pages2kID', 'hasValues', 'inferredVariableType', 'calibratedVia', 'partOfCompilation', 'hasMedianValue', 'hasDescription', 'dataType', 'proxyObservationType', 'precededBy', 'detail', 'hasUncertainty', 'measurementMaterial', 'measurementMethod', 'iso2kUI', 'ocean2kID', 'sensorGenus', 'sensorSpecies']
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..
['MD98_2181.Stott.2007', 'Ocn-MadangLagoonPapuaNewGuinea.Kuhnert.2001', 'ODP846.Lawrence.2006', '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:

pylipd.lipd.LiPD

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..
update_remote_datasets(dsnames)[source]

Updates local LiPD Graph for datasets to remote endpoint

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 <http://linked.earth/Ontology/release/core/1.2.0/index-en.html>. 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_all_proxy()

Get a list of all possible proxy.

get_all_variable_names()

Get a list of all possible distinct variableNames.

get_all_variables()

Returns a list of all variables in the graph

get_timeseries_essentials()

This function returns information about each variable: dataSetName, archiveType, name, values, units, TSID, proxy.

get_variable_properties()

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)

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:

pylipd.lipd_series.LiPDSeries

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/latest/lib/python3.11/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:

pylipd.lipd_series.LiPDSeries

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:

pylipd.lipd_series.LiPDSeries

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..
['borehole', 'reflectance', 'd18O', 'maximum latewood density', 'Mg/Ca', 'historical', 'alkenone', 'ring width']
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..
['temperature', 'year', 'd18O', 'MXD', 'uncertainty_temperature', 'Mg_Ca', 'depth_bottom', 'notes', 'depth_top', 'Uk37', 'trsgi']
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/Asi-SourthAndMiddleUr...       Asia_230   
1   http://linked.earth/lipd/Eur-LakeSilvaplana.Tr...        Eur_002   
2   http://linked.earth/lipd/Ant-WAIS-Divide.Sever...    LPDb9285123   
3   http://linked.earth/lipd/Ocn-FeniDrift.Richter...    LPDb7290ea4   
4   http://linked.earth/lipd/Ocn-FeniDrift.Richter...    LPD47182517   
5   http://linked.earth/lipd/Eur-Stockholm.Leijonh...        Eur_006   
6   http://linked.earth/lipd/Ocn-AlboranSea436B.Ni...    LPD0e0867fe   
7   http://linked.earth/lipd/Eur-FinnishLakelands....        Eur_005   
8   http://linked.earth/lipd/Eur-CoastofPortugal.A...        Eur_010   
9   http://linked.earth/lipd/Arc-Kongressvatnet.D_...        Arc_078   
10  http://linked.earth/lipd/Asi-SourthAndMiddleUr...    PYTX5TD5SOT   
11  http://linked.earth/lipd/Eur-LakeSilvaplana.Tr...    PYT1E4X3DDF   
12  http://linked.earth/lipd/Ocn-RedSea.Felis.2000...    PYTXPC7HUA2   
13  http://linked.earth/lipd/Eur-NorthernScandinav...    PYTECO66XAD   
14  http://linked.earth/lipd/Ant-WAIS-Divide.Sever...    PYTAAFWZCUK   
15  http://linked.earth/lipd/Ocn-FeniDrift.Richter...    PYTHS7WC58V   
16  http://linked.earth/lipd/Ocn-FeniDrift.Richter...    PYTA482M43E   
17  http://linked.earth/lipd/Ocn-PedradeLume-CapeV...    PYT296KN772   
18  http://linked.earth/lipd/Eur-Stockholm.Leijonh...    PYTWVH672OU   
19  http://linked.earth/lipd/Eur-SpannagelCave.Man...    PYTSOOGT8HT   
20  http://linked.earth/lipd/Ocn-SinaiPeninsula_Re...    PYTGGLQ9T54   
21  http://linked.earth/lipd/Ocn-AlboranSea436B.Ni...    PYTPD2RJATT   
22  http://linked.earth/lipd/Eur-NorthernSpain.Mar...    PYTE7VH7UMO   
23  http://linked.earth/lipd/Eur-FinnishLakelands....    PYTUSB62S0A   
24  http://linked.earth/lipd/Eur-CoastofPortugal.A...    PYTNSKF0DVD   
25  http://linked.earth/lipd/Arc-Kongressvatnet.D_...    PYTOAVDFCGU   
26  http://linked.earth/lipd/Eur-SpanishPyrenees.D...    PYT2K8MIA3N   
27  http://linked.earth/lipd/Ocn-RedSea.Felis.2000...  Ocean2kHR_019   
28  http://linked.earth/lipd/Ocn-PedradeLume-CapeV...  Ocean2kHR_107   
29  http://linked.earth/lipd/Eur-SpannagelCave.Man...        Eur_001   
30  http://linked.earth/lipd/Ocn-SinaiPeninsula_Re...  Ocean2kHR_018   
31  http://linked.earth/lipd/Eur-NorthernSpain.Mar...        Eur_008   
32  http://linked.earth/lipd/Eur-NorthernScandinav...        Eur_014   
33  http://linked.earth/lipd/Ant-WAIS-Divide.Sever...    LPDa7a4074f   
34  http://linked.earth/lipd/Ocn-FeniDrift.Richter...    LPDbceb5d84   
35  http://linked.earth/lipd/Ocn-FeniDrift.Richter...    LPDba471ae7   
36  http://linked.earth/lipd/Ocn-FeniDrift.Richter...    LPD071f9a58   
37  http://linked.earth/lipd/Ocn-FeniDrift.Richter...    LPD6e0eacd1   
38  http://linked.earth/lipd/Ocn-FeniDrift.Richter...    LPD873b43d0   
39  http://linked.earth/lipd/Arc-Kongressvatnet.D_...        Arc_077   
40  http://linked.earth/lipd/Eur-SpanishPyrenees.D...        Eur_020   

               variableName  
0               temperature  
1               temperature  
2               temperature  
3               temperature  
4               temperature  
5               temperature  
6               temperature  
7               temperature  
8               temperature  
9               temperature  
10                     year  
11                     year  
12                     year  
13                     year  
14                     year  
15                     year  
16                     year  
17                     year  
18                     year  
19                     year  
20                     year  
21                     year  
22                     year  
23                     year  
24                     year  
25                     year  
26                     year  
27                     d18O  
28                     d18O  
29                     d18O  
30                     d18O  
31                     d18O  
32                      MXD  
33  uncertainty_temperature  
34                    Mg_Ca  
35                    Mg_Ca  
36             depth_bottom  
37                    notes  
38                depth_top  
39                     Uk37  
40                    trsgi  
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        Asi-SourthAndMiddleUrals.Demezhko.2007         Borehole   
1        Asi-SourthAndMiddleUrals.Demezhko.2007         Borehole   
2              Eur-LakeSilvaplana.Trachsel.2010    Lake sediment   
3              Eur-LakeSilvaplana.Trachsel.2010    Lake sediment   
4                         Ocn-RedSea.Felis.2000            Coral   
5                         Ocn-RedSea.Felis.2000            Coral   
6            Eur-NorthernScandinavia.Esper.2012             Wood   
7            Eur-NorthernScandinavia.Esper.2012             Wood   
8             Ant-WAIS-Divide.Severinghaus.2012         Borehole   
9             Ant-WAIS-Divide.Severinghaus.2012         Borehole   
10            Ant-WAIS-Divide.Severinghaus.2012         Borehole   
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                   Ocn-FeniDrift.Richter.2009  Marine sediment   
20  Ocn-PedradeLume-CapeVerdeIslands.Moses.2006            Coral   
21  Ocn-PedradeLume-CapeVerdeIslands.Moses.2006            Coral   
22              Eur-Stockholm.Leijonhufvud.2009        Documents   
23              Eur-Stockholm.Leijonhufvud.2009        Documents   
24               Eur-SpannagelCave.Mangini.2005       Speleothem   
25               Eur-SpannagelCave.Mangini.2005       Speleothem   
26      Ocn-SinaiPeninsula,RedSea.Moustafa.2000            Coral   
27      Ocn-SinaiPeninsula,RedSea.Moustafa.2000            Coral   
28         Ocn-AlboranSea436B.Nieto-Moreno.2013  Marine sediment   
29         Ocn-AlboranSea436B.Nieto-Moreno.2013  Marine sediment   
30       Eur-NorthernSpain.Martin-Chivelet.2011       Speleothem   
31       Eur-NorthernSpain.Martin-Chivelet.2011       Speleothem   
32             Eur-FinnishLakelands.Helama.2014             Wood   
33             Eur-FinnishLakelands.Helama.2014             Wood   
34            Eur-CoastofPortugal.Abrantes.2011  Marine sediment   
35            Eur-CoastofPortugal.Abrantes.2011  Marine sediment   
36             Arc-Kongressvatnet.D'Andrea.2012    Lake sediment   
37             Arc-Kongressvatnet.D'Andrea.2012    Lake sediment   
38             Arc-Kongressvatnet.D'Andrea.2012    Lake sediment   
39        Eur-SpanishPyrenees.Dorado-Linan.2012             Wood   
40        Eur-SpanishPyrenees.Dorado-Linan.2012             Wood   

                       name           TSID  \
0                      year    PYTX5TD5SOT   
1               temperature       Asia_230   
2               temperature        Eur_002   
3                      year    PYT1E4X3DDF   
4                      d18O  Ocean2kHR_019   
5                      year    PYTXPC7HUA2   
6                       MXD        Eur_014   
7                      year    PYTECO66XAD   
8   uncertainty_temperature    LPDa7a4074f   
9                      year    PYTAAFWZCUK   
10              temperature    LPDb9285123   
11                     year    PYTHS7WC58V   
12                    notes    LPD6e0eacd1   
13              temperature    LPD47182517   
14                     year    PYTA482M43E   
15                    Mg_Ca    LPDba471ae7   
16                depth_top    LPD873b43d0   
17              temperature    LPDb7290ea4   
18             depth_bottom    LPD071f9a58   
19                    Mg_Ca    LPDbceb5d84   
20                     year    PYT296KN772   
21                     d18O  Ocean2kHR_107   
22                     year    PYTWVH672OU   
23              temperature        Eur_006   
24                     d18O        Eur_001   
25                     year    PYTSOOGT8HT   
26                     year    PYTGGLQ9T54   
27                     d18O  Ocean2kHR_018   
28                     year    PYTPD2RJATT   
29              temperature    LPD0e0867fe   
30                     year    PYTE7VH7UMO   
31                     d18O        Eur_008   
32                     year    PYTUSB62S0A   
33              temperature        Eur_005   
34              temperature        Eur_010   
35                     year    PYTNSKF0DVD   
36                     Uk37        Arc_077   
37              temperature        Arc_078   
38                     year    PYTOAVDFCGU   
39                     year    PYT2K8MIA3N   
40                    trsgi        Eur_020   

                                               values   units proxy  
0   [800, 850, 900, 950, 1000, 1050, 1100, 1150, 1...   yr AD  None  
1   [0.166, 0.264, 0.354, 0.447, 0.538, 0.62, 0.68...    degC  None  
2   [0.181707222, 0.111082797, 0.001382129, -0.008...    degC  None  
3   [1175, 1176, 1177, 1178, 1179, 1180, 1181, 118...   yr AD  None  
4   [-4.12, -3.82, -3.05, -3.02, -3.62, -3.96, -3....  permil  None  
5   [1995.583, 1995.417, 1995.25, 1995.083, 1994.9...   yr AD  None  
6   [0.46, 1.305, 0.755, -0.1, -0.457, 1.62, 0.765...    None  None  
7   [-138, -137, -136, -135, -134, -133, -132, -13...   yr AD  None  
8   [1.327, 1.328, 1.328, 1.329, 1.33, 1.33, 1.331...    degC  None  
9   [8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,...   yr AD  None  
10  [-29.607, -29.607, -29.606, -29.606, -29.605, ...    degC  None  
11  [1998, 1987, 1975, 1962, 1949, 1936, 1924, 191...   yr AD  None  
12  [M200309, M200309, M200309, M200309, M200309, ...    None  None  
13  [12.94, 10.99, 10.53, 10.44, 11.39, 13.38, 10....    degC  None  
14  [1998, 1987, 1975, 1962, 1949, 1936, 1924, 191...   yr AD  None  
15  [2.31, 1.973, 1.901, 1.887, 2.038, 2.394, 1.83...    None  None  
16  [0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, ...      cm  None  
17  [12.94, 10.99, 10.53, 10.44, 11.39, 13.38, 10....    degC  None  
18  [0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, ...      cm  None  
19  [2.31, 1.973, 1.901, 1.887, 2.038, 2.394, 1.83...    None  None  
20  [1928.96, 1929.04, 1929.12, 1929.21, 1929.29, ...   yr AD  None  
21  [-3.11, -2.9, -2.88, -2.73, -2.73, -2.84, -2.8...  permil  None  
22  [1502, 1503, 1504, 1505, 1506, 1507, 1508, 150...   yr AD  None  
23  [-1.7212, -1.6382, -0.6422, 0.1048, -0.7252, -...    degC  None  
24  [-7.49, -7.41, -7.36, -7.15, -7.28, -6.99, -6....  permil  None  
25  [1935.0, 1932.0, 1930.0, 1929.0, 1929.0, 1928....   yr AD  None  
26  [1993.12, 1992.86, 1992.66, 1992.39, 1992.12, ...   yr AD  None  
27  [-3.05, -3.63, -3.53, -3.47, -3.1, -3.45, -3.6...  permil  None  
28  [1999.07, 1993.12, 1987.17, 1975.26, 1963.36, ...   yr AD  None  
29  [18.79, 19.38, 19.61, 18.88, 18.74, 19.25, 18....    degC  None  
30  [2000, 1987, 1983, 1978, 1975, 1971, 1967, 196...   yr AD  None  
31  [0.94, 0.8, 0.23, 0.17, 0.51, 0.36, 0.24, 0.4,...  permil  None  
32  [2000, 1999, 1998, 1997, 1996, 1995, 1994, 199...   yr AD  None  
33  [14.603, 14.643, 12.074, 13.898, 13.671, 13.41...    degC  None  
34  [15.235, 15.329, 15.264, 15.376, 15.4, 15.129,...    degC  None  
35  [971.19, 982.672, 991.858, 1001.044, 1010.23, ...   yr AD  None  
36  [-0.65, -0.67, -0.65, -0.67, -0.69, -0.68, -0....    None  None  
37  [5.9, 5.1, 6.1, 5.3, 4.3, 4.8, 3.8, 4.8, 4.3, ...    degC  None  
38  [2008, 2004, 2000, 1996, 1990, 1987, 1982, 197...   yr AD  None  
39  [1260, 1261, 1262, 1263, 1264, 1265, 1266, 126...   yr AD  None  
40  [-1.612, -0.703, -0.36, -0.767, -0.601, -0.733...    None  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..
['hasMaxValue', 'foundInDataset', 'hasVariableId', 'hasMinValue', 'dataType', 'hasUnits', 'foundInDatasetName', 'hasName', 'wDSPaleoUrl', 'hasMedianValue', 'hasMeanValue', 'partOfCompilation', 'hasResolution', 'measurementTableMD5', 'label', 'foundInTable', 'hasValues', 'hasColumnNumber', 'iso2kUI', 'hasType', 'calibratedVia', 'useInGlobalTemperatureAnalysis', 'hasArchiveType', 'qCCertification', 'hasVariableDetail', 'sensorGenus', 'hasStandardVariable', 'hasProxy', 'reference', 'paleoDataTableName', 'hasScope', 'inferredVariableType', 'hasVersion', 'hasInterpretation', 'measurementMaterial', 'precededBy', 'hasBasis', 'measurementTableName', 'detail', 'pages2kID', 'hasDirection', 'hasNotes', 'proxyObservationType', 'hasUncertainty', 'measurementMethod', 'hasDescription', 'ocean2kID', 'hasEquation', 'sensorSpecies']
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.

The PyLiPD classes architecture. Credit: Varun Ratnakar
class pylipd.classes.dataset.Dataset[source]

Methods

addChronData

addCreator

addFunding

addInvestigator

addPaleoData

addPublication

add_non_standard_property

from_data

from_json

getArchiveType

getChangeLog

getChronData

getCollectionName

getCollectionYear

getCompilationNest

getContributor

getCreators

getDataSource

getDatasetId

getFundings

getInvestigators

getLocation

getName

getNotes

getOriginalDataUrl

getPaleoData

getPublications

getSpreadsheetLink

getVersion

get_all_non_standard_properties

get_non_standard_property

setArchiveType

setChangeLog

setChronData

setCollectionName

setCollectionYear

setCompilationNest

setContributor

setCreators

setDataSource

setDatasetId

setFundings

setInvestigators

setLocation

setName

setNotes

setOriginalDataUrl

setPaleoData

setPublications

setSpreadsheetLink

setVersion

set_non_standard_property

to_data

to_json

addChronData(chronData: ChronData)[source]
addCreator(creators: Person)[source]
addFunding(fundings: Funding)[source]
addInvestigator(investigators: Person)[source]
addPaleoData(paleoData: PaleoData)[source]
addPublication(publications: Publication)[source]
add_non_standard_property(key, value)[source]
static from_data(id, data) Dataset[source]
static from_json(data) Dataset[source]
getArchiveType() ArchiveType[source]
getChangeLog() ChangeLog[source]
getChronData() list[ChronData][source]
getCollectionName() str[source]
getCollectionYear() str[source]
getCompilationNest() str[source]
getContributor() Person[source]
getCreators() list[Person][source]
getDataSource() str[source]
getDatasetId() str[source]
getFundings() list[Funding][source]
getInvestigators() list[Person][source]
getLocation() Location[source]
getName() str[source]
getNotes() str[source]
getOriginalDataUrl() str[source]
getPaleoData() list[PaleoData][source]
getPublications() list[Publication][source]
getVersion() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setArchiveType(archiveType: ArchiveType)[source]
setChangeLog(changeLog: ChangeLog)[source]
setChronData(chronData: list[ChronData])[source]
setCollectionName(collectionName: str)[source]
setCollectionYear(collectionYear: str)[source]
setCompilationNest(compilationNest: str)[source]
setContributor(contributor: Person)[source]
setCreators(creators: list[Person])[source]
setDataSource(dataSource: str)[source]
setDatasetId(datasetId: str)[source]
setFundings(fundings: list[Funding])[source]
setInvestigators(investigators: list[Person])[source]
setLocation(location: Location)[source]
setName(name: str)[source]
setNotes(notes: str)[source]
setOriginalDataUrl(originalDataUrl: str)[source]
setPaleoData(paleoData: list[PaleoData])[source]
setPublications(publications: list[Publication])[source]
setVersion(version: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.paleodata.PaleoData[source]

Methods

addMeasurementTable

addModeledBy

add_non_standard_property

from_data

from_json

getMeasurementTables

getModeledBy

getName

get_all_non_standard_properties

get_non_standard_property

setMeasurementTables

setModeledBy

setName

set_non_standard_property

to_data

to_json

addMeasurementTable(measurementTables: DataTable)[source]
addModeledBy(modeledBy: Model)[source]
add_non_standard_property(key, value)[source]
static from_data(id, data) PaleoData[source]
static from_json(data) PaleoData[source]
getMeasurementTables() list[DataTable][source]
getModeledBy() list[Model][source]
getName() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setMeasurementTables(measurementTables: list[DataTable])[source]
setModeledBy(modeledBy: list[Model])[source]
setName(name: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.chrondata.ChronData[source]

Methods

addMeasurementTable

addModeledBy

add_non_standard_property

from_data

from_json

getMeasurementTables

getModeledBy

get_all_non_standard_properties

get_non_standard_property

setMeasurementTables

setModeledBy

set_non_standard_property

to_data

to_json

addMeasurementTable(measurementTables: DataTable)[source]
addModeledBy(modeledBy: Model)[source]
add_non_standard_property(key, value)[source]
static from_data(id, data) ChronData[source]
static from_json(data) ChronData[source]
getMeasurementTables() list[DataTable][source]
getModeledBy() list[Model][source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setMeasurementTables(measurementTables: list[DataTable])[source]
setModeledBy(modeledBy: list[Model])[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.datatable.DataTable[source]

Methods

getDataFrame([use_standard_names])

addVariable

add_non_standard_property

from_data

from_json

getFileName

getMissingValue

getVariables

get_all_non_standard_properties

get_non_standard_property

setDataFrame

setFileName

setMissingValue

setVariables

set_non_standard_property

to_data

to_json

addVariable(variables: Variable)[source]
add_non_standard_property(key, value)[source]
static from_data(id, data) DataTable[source]
static from_json(data) DataTable[source]
getDataFrame(use_standard_names=False) DataFrame[source]
getFileName() str[source]
getMissingValue() str[source]
getVariables() list[Variable][source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setDataFrame(df: DataFrame)[source]
setFileName(fileName: str)[source]
setMissingValue(missingValue: str)[source]
setVariables(variables: list[Variable])[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.variable.Variable[source]

Methods

addCalibratedVia

addInterpretation

addPhysicalSample

add_non_standard_property

from_data

from_json

getArchiveType

getCalibratedVias

getColumnNumber

getDescription

getFoundInDataset

getFoundInTable

getInstrument

getInterpretations

getMaxValue

getMeanValue

getMedianValue

getMinValue

getMissingValue

getName

getNotes

getPartOfCompilation

getPhysicalSamples

getProxy

getProxyGeneral

getResolution

getStandardVariable

getUncertainty

getUncertaintyAnalytical

getUncertaintyReproducibility

getUnits

getValues

getVariableId

getVariableType

get_all_non_standard_properties

get_non_standard_property

isComposite

isPrimary

setArchiveType

setCalibratedVias

setColumnNumber

setComposite

setDescription

setFoundInDataset

setFoundInTable

setInstrument

setInterpretations

setMaxValue

setMeanValue

setMedianValue

setMinValue

setMissingValue

setName

setNotes

setPartOfCompilation

setPhysicalSamples

setPrimary

setProxy

setProxyGeneral

setResolution

setStandardVariable

setUncertainty

setUncertaintyAnalytical

setUncertaintyReproducibility

setUnits

setValues

setVariableId

setVariableType

set_non_standard_property

to_data

to_json

addCalibratedVia(calibratedVias: Calibration)[source]
addInterpretation(interpretations: Interpretation)[source]
addPhysicalSample(physicalSamples: PhysicalSample)[source]
add_non_standard_property(key, value)[source]
static from_data(id, data) Variable[source]
static from_json(data) Variable[source]
getArchiveType() ArchiveType[source]
getCalibratedVias() list[Calibration][source]
getColumnNumber() int[source]
getDescription() str[source]
getFoundInDataset() object[source]
getFoundInTable() object[source]
getInstrument() object[source]
getInterpretations() list[Interpretation][source]
getMaxValue() float[source]
getMeanValue() float[source]
getMedianValue() float[source]
getMinValue() float[source]
getMissingValue() str[source]
getName() str[source]
getNotes() str[source]
getPartOfCompilation() Compilation[source]
getPhysicalSamples() list[PhysicalSample][source]
getProxy() PaleoProxy[source]
getProxyGeneral() PaleoProxyGeneral[source]
getResolution() Resolution[source]
getStandardVariable() PaleoVariable[source]
getUncertainty() str[source]
getUncertaintyAnalytical() str[source]
getUncertaintyReproducibility() str[source]
getUnits() PaleoUnit[source]
getValues() str[source]
getVariableId() str[source]
getVariableType() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
isComposite() bool[source]
isPrimary() bool[source]
setArchiveType(archiveType: ArchiveType)[source]
setCalibratedVias(calibratedVias: list[Calibration])[source]
setColumnNumber(columnNumber: int)[source]
setComposite(composite: bool)[source]
setDescription(description: str)[source]
setFoundInDataset(foundInDataset: object)[source]
setFoundInTable(foundInTable: object)[source]
setInstrument(instrument: object)[source]
setInterpretations(interpretations: list[Interpretation])[source]
setMaxValue(maxValue: float)[source]
setMeanValue(meanValue: float)[source]
setMedianValue(medianValue: float)[source]
setMinValue(minValue: float)[source]
setMissingValue(missingValue: str)[source]
setName(name: str)[source]
setNotes(notes: str)[source]
setPartOfCompilation(partOfCompilation: Compilation)[source]
setPhysicalSamples(physicalSamples: list[PhysicalSample])[source]
setPrimary(primary: bool)[source]
setProxy(proxy: PaleoProxy)[source]
setProxyGeneral(proxyGeneral: PaleoProxyGeneral)[source]
setResolution(resolution: Resolution)[source]
setStandardVariable(standardVariable: PaleoVariable)[source]
setUncertainty(uncertainty: str)[source]
setUncertaintyAnalytical(uncertaintyAnalytical: str)[source]
setUncertaintyReproducibility(uncertaintyReproducibility: str)[source]
setUnits(units: PaleoUnit)[source]
setValues(values: str)[source]
setVariableId(variableId: str)[source]
setVariableType(variableType: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.calibration.Calibration[source]

Methods

add_non_standard_property

from_data

from_json

getDOI

getDatasetRange

getEquation

getEquationIntercept

getEquationR2

getEquationSlope

getEquationSlopeUncertainty

getMethod

getMethodDetail

getNotes

getProxyDataset

getSeasonality

getTargetDataset

getUncertainty

get_all_non_standard_properties

get_non_standard_property

setDOI

setDatasetRange

setEquation

setEquationIntercept

setEquationR2

setEquationSlope

setEquationSlopeUncertainty

setMethod

setMethodDetail

setNotes

setProxyDataset

setSeasonality

setTargetDataset

setUncertainty

set_non_standard_property

to_data

to_json

add_non_standard_property(key, value)[source]
static from_data(id, data) Calibration[source]
static from_json(data) Calibration[source]
getDOI() str[source]
getDatasetRange() str[source]
getEquation() str[source]
getEquationIntercept() str[source]
getEquationR2() str[source]
getEquationSlope() str[source]
getEquationSlopeUncertainty() str[source]
getMethod() str[source]
getMethodDetail() str[source]
getNotes() str[source]
getProxyDataset() str[source]
getSeasonality() str[source]
getTargetDataset() str[source]
getUncertainty() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setDOI(dOI: str)[source]
setDatasetRange(datasetRange: str)[source]
setEquation(equation: str)[source]
setEquationIntercept(equationIntercept: str)[source]
setEquationR2(equationR2: str)[source]
setEquationSlope(equationSlope: str)[source]
setEquationSlopeUncertainty(equationSlopeUncertainty: str)[source]
setMethod(method: str)[source]
setMethodDetail(methodDetail: str)[source]
setNotes(notes: str)[source]
setProxyDataset(proxyDataset: str)[source]
setSeasonality(seasonality: str)[source]
setTargetDataset(targetDataset: str)[source]
setUncertainty(uncertainty: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
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

add_non_standard_property(key, value)[source]
static from_data(id, data) Uncertainty[source]
static from_json(data) Uncertainty[source]
getUncertaintyType() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setUncertaintyType(uncertaintyType: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.interpretation.Interpretation[source]

Methods

add_non_standard_property

from_data

from_json

getBasis

getDirection

getMathematicalRelation

getNotes

getRank

getScope

getSeasonality

getSeasonalityGeneral

getSeasonalityOriginal

getVariable

getVariableDetail

getVariableGeneral

getVariableGeneralDirection

get_all_non_standard_properties

get_non_standard_property

isLocal

setBasis

setDirection

setLocal

setMathematicalRelation

setNotes

setRank

setScope

setSeasonality

setSeasonalityGeneral

setSeasonalityOriginal

setVariable

setVariableDetail

setVariableGeneral

setVariableGeneralDirection

set_non_standard_property

to_data

to_json

add_non_standard_property(key, value)[source]
static from_data(id, data) Interpretation[source]
static from_json(data) Interpretation[source]
getBasis() str[source]
getDirection() str[source]
getMathematicalRelation() str[source]
getNotes() str[source]
getRank() str[source]
getScope() str[source]
getSeasonality() InterpretationSeasonality[source]
getSeasonalityGeneral() InterpretationSeasonality[source]
getSeasonalityOriginal() InterpretationSeasonality[source]
getVariable() InterpretationVariable[source]
getVariableDetail() str[source]
getVariableGeneral() str[source]
getVariableGeneralDirection() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
isLocal() str[source]
setBasis(basis: str)[source]
setDirection(direction: str)[source]
setLocal(local: str)[source]
setMathematicalRelation(mathematicalRelation: str)[source]
setNotes(notes: str)[source]
setRank(rank: str)[source]
setScope(scope: str)[source]
setSeasonality(seasonality: InterpretationSeasonality)[source]
setSeasonalityGeneral(seasonalityGeneral: InterpretationSeasonality)[source]
setSeasonalityOriginal(seasonalityOriginal: InterpretationSeasonality)[source]
setVariable(variable: InterpretationVariable)[source]
setVariableDetail(variableDetail: str)[source]
setVariableGeneral(variableGeneral: str)[source]
setVariableGeneralDirection(variableGeneralDirection: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.changelog.ChangeLog[source]

Methods

add_non_standard_property

from_data

from_json

getChanges

getNotes

get_all_non_standard_properties

get_non_standard_property

setChanges

setNotes

set_non_standard_property

to_data

to_json

add_non_standard_property(key, value)[source]
static from_data(id, data) ChangeLog[source]
static from_json(data) ChangeLog[source]
getChanges() object[source]
getNotes() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setChanges(changes: object)[source]
setNotes(notes: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.funding.Funding[source]

Methods

addGrant

addInvestigator

add_non_standard_property

from_data

from_json

getFundingAgency

getFundingCountry

getGrants

getInvestigators

get_all_non_standard_properties

get_non_standard_property

setFundingAgency

setFundingCountry

setGrants

setInvestigators

set_non_standard_property

to_data

to_json

addGrant(grants: str)[source]
addInvestigator(investigators: Person)[source]
add_non_standard_property(key, value)[source]
static from_data(id, data) Funding[source]
static from_json(data) Funding[source]
getFundingAgency() str[source]
getFundingCountry() str[source]
getGrants() list[str][source]
getInvestigators() list[Person][source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setFundingAgency(fundingAgency: str)[source]
setFundingCountry(fundingCountry: str)[source]
setGrants(grants: list[str])[source]
setInvestigators(investigators: list[Person])[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.location.Location[source]

Methods

add_non_standard_property

from_data

from_json

getContinent

getCoordinates

getCoordinatesFor

getCountry

getCountryOcean

getDescription

getElevation

getGeometryType

getLatitude

getLocationName

getLocationType

getLongitude

getNotes

getOcean

getSiteName

get_all_non_standard_properties

get_non_standard_property

setContinent

setCoordinates

setCoordinatesFor

setCountry

setCountryOcean

setDescription

setElevation

setGeometryType

setLatitude

setLocationName

setLocationType

setLongitude

setNotes

setOcean

setSiteName

set_non_standard_property

to_data

to_json

add_non_standard_property(key, value)[source]
static from_data(id, data) Location[source]
static from_json(data) Location[source]
getContinent() str[source]
getCoordinates() str[source]
getCoordinatesFor() object[source]
getCountry() str[source]
getCountryOcean() str[source]
getDescription() str[source]
getElevation() str[source]
getGeometryType() str[source]
getLatitude() str[source]
getLocationName() str[source]
getLocationType() str[source]
getLongitude() str[source]
getNotes() str[source]
getOcean() str[source]
getSiteName() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setContinent(continent: str)[source]
setCoordinates(coordinates: str)[source]
setCoordinatesFor(coordinatesFor: object)[source]
setCountry(country: str)[source]
setCountryOcean(countryOcean: str)[source]
setDescription(description: str)[source]
setElevation(elevation: str)[source]
setGeometryType(geometryType: str)[source]
setLatitude(latitude: str)[source]
setLocationName(locationName: str)[source]
setLocationType(locationType: str)[source]
setLongitude(longitude: str)[source]
setNotes(notes: str)[source]
setOcean(ocean: str)[source]
setSiteName(siteName: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.model.Model[source]

Methods

addDistributionTable

addEnsembleTable

addSummaryTable

add_non_standard_property

from_data

from_json

getCode

getDistributionTables

getEnsembleTables

getSummaryTables

get_all_non_standard_properties

get_non_standard_property

setCode

setDistributionTables

setEnsembleTables

setSummaryTables

set_non_standard_property

to_data

to_json

addDistributionTable(distributionTables: DataTable)[source]
addEnsembleTable(ensembleTables: DataTable)[source]
addSummaryTable(summaryTables: DataTable)[source]
add_non_standard_property(key, value)[source]
static from_data(id, data) Model[source]
static from_json(data) Model[source]
getCode() str[source]
getDistributionTables() list[DataTable][source]
getEnsembleTables() list[DataTable][source]
getSummaryTables() list[DataTable][source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setCode(code: str)[source]
setDistributionTables(distributionTables: list[DataTable])[source]
setEnsembleTables(ensembleTables: list[DataTable])[source]
setSummaryTables(summaryTables: list[DataTable])[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.publication.Publication[source]

Methods

addAuthor

addDataUrl

addUrl

add_non_standard_property

from_data

from_json

getAbstract

getAuthors

getCitation

getCiteKey

getDOI

getDataUrls

getFirstAuthor

getInstitution

getIssue

getJournal

getPages

getPublicationType

getPublisher

getReport

getTitle

getUrls

getVolume

getYear

get_all_non_standard_properties

get_non_standard_property

setAbstract

setAuthors

setCitation

setCiteKey

setDOI

setDataUrls

setFirstAuthor

setInstitution

setIssue

setJournal

setPages

setPublicationType

setPublisher

setReport

setTitle

setUrls

setVolume

setYear

set_non_standard_property

to_data

to_json

addAuthor(authors: Person)[source]
addDataUrl(dataUrls: str)[source]
addUrl(urls: str)[source]
add_non_standard_property(key, value)[source]
static from_data(id, data) Publication[source]
static from_json(data) Publication[source]
getAbstract() str[source]
getAuthors() list[Person][source]
getCitation() str[source]
getCiteKey() str[source]
getDOI() str[source]
getDataUrls() list[str][source]
getFirstAuthor() Person[source]
getInstitution() str[source]
getIssue() str[source]
getJournal() str[source]
getPages() str[source]
getPublicationType() str[source]
getPublisher() str[source]
getReport() str[source]
getTitle() str[source]
getUrls() list[str][source]
getVolume() str[source]
getYear() int[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setAbstract(abstract: str)[source]
setAuthors(authors: list[Person])[source]
setCitation(citation: str)[source]
setCiteKey(citeKey: str)[source]
setDOI(dOI: str)[source]
setDataUrls(dataUrls: list[str])[source]
setFirstAuthor(firstAuthor: Person)[source]
setInstitution(institution: str)[source]
setIssue(issue: str)[source]
setJournal(journal: str)[source]
setPages(pages: str)[source]
setPublicationType(publicationType: str)[source]
setPublisher(publisher: str)[source]
setReport(report: str)[source]
setTitle(title: str)[source]
setUrls(urls: list[str])[source]
setVolume(volume: str)[source]
setYear(year: int)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.resolution.Resolution[source]

Methods

add_non_standard_property

from_data

from_json

getMaxValue

getMeanValue

getMedianValue

getMinValue

getUnits

get_all_non_standard_properties

get_non_standard_property

setMaxValue

setMeanValue

setMedianValue

setMinValue

setUnits

set_non_standard_property

to_data

to_json

add_non_standard_property(key, value)[source]
static from_data(id, data) Resolution[source]
static from_json(data) Resolution[source]
getMaxValue() float[source]
getMeanValue() float[source]
getMedianValue() float[source]
getMinValue() float[source]
getUnits() PaleoUnit[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setMaxValue(maxValue: float)[source]
setMeanValue(meanValue: float)[source]
setMedianValue(medianValue: float)[source]
setMinValue(minValue: float)[source]
setUnits(units: PaleoUnit)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.physicalsample.PhysicalSample[source]

Methods

add_non_standard_property

from_data

from_json

getHousedAt

getIGSN

getName

get_all_non_standard_properties

get_non_standard_property

setHousedAt

setIGSN

setName

set_non_standard_property

to_data

to_json

add_non_standard_property(key, value)[source]
static from_data(id, data) PhysicalSample[source]
static from_json(data) PhysicalSample[source]
getHousedAt() str[source]
getIGSN() str[source]
getName() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setHousedAt(housedAt: str)[source]
setIGSN(iGSN: str)[source]
setName(name: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]
class pylipd.classes.publication.Person[source]

Methods

add_non_standard_property

from_data

from_json

getName

get_all_non_standard_properties

get_non_standard_property

setName

set_non_standard_property

to_data

to_json

add_non_standard_property(key, value)[source]
static from_data(id, data) Person[source]
static from_json(data) Person[source]
getName() str[source]
get_all_non_standard_properties()[source]
get_non_standard_property(key)[source]
setName(name: str)[source]
set_non_standard_property(key, value)[source]
to_data(data={})[source]
to_json()[source]

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]

Methods

from_synonym

getId

getLabel

to_data

to_json

classmethod from_synonym(synonym)[source]
getId()[source]
getLabel()[source]
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'}}
to_data(data={})[source]
to_json()[source]
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]

Methods

from_synonym

getId

getLabel

to_data

to_json

classmethod from_synonym(synonym)[source]
getId()[source]
getLabel()[source]
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'}}
to_data(data={})[source]
to_json()[source]
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]

Methods

from_synonym

getId

getLabel

to_data

to_json

classmethod from_synonym(synonym)[source]
getId()[source]
getLabel()[source]
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'}}
to_data(data={})[source]
to_json()[source]
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]

Methods

from_synonym

getId

getLabel

to_data

to_json

classmethod from_synonym(synonym)[source]
getId()[source]
getLabel()[source]
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'}}
to_data(data={})[source]
to_json()[source]
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]

Methods

from_synonym

getId

getLabel

to_data

to_json

classmethod from_synonym(synonym)[source]
getId()[source]
getLabel()[source]
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'}}
to_data(data={})[source]
to_json()[source]
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]

Methods

from_synonym

getId

getLabel

to_data

to_json

classmethod from_synonym(synonym)[source]
getId()[source]
getLabel()[source]
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'}}
to_data(data={})[source]
to_json()[source]
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>
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needsToBeChanged = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>
subannual = <pylipd.classes.interpretationseasonality.InterpretationSeasonality object>