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d18Oyear
0-4.121995.583
1-3.821995.417
2-3.051995.250
3-3.021995.083
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Yu. Demezhko', 'I. V. Golovanova']\n", + "Publication: This study by ['D Demezhko']\n", + "- Paleo Table: Asi-SourthAndMiddleUrals.Demezhko.2007.paleo1measurement1.csv\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " year d18O\n", + "0 1935.0 -7.49\n", + "1 1932.0 -7.41\n", + "2 1930.0 -7.36\n", + "3 1929.0 -7.15\n", + "4 1929.0 -7.28" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "year {'@id': 'http://linked.earth/lipd/Eur-SpannagelCave.Mangini.2005.paleo1measurement1.PYTSOOGT8HT.year', 'archiveType': 'Speleothem', 'number': 2, 'description': 'Year AD', 'hasMaxValue': 1935.0, 'hasMeanValue': 1029.1329, 'hasMedianValue': 1035.0, 'hasMinValue': -90.0, 'variableName': 'year', 'resolution': {'@id': 'http://linked.earth/lipd/Eur-SpannagelCave.Mangini.2005.paleo1measurement1.PYTSOOGT8HT.year.Resolution', 'hasMaxValue': 13.4, 'hasMeanValue': 2.8282, 'hasMedianValue': 2.5, 'units': 'yr AD'}, 'hasStandardVariable': 'year', 'units': 'yr AD', 'TSid': 'PYTSOOGT8HT', 'variableType': 'inferred', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Eur-SpannagelCave.Mangini.2005.txt', 'measurementTableName': 'measurementTable1', 'inferredVariableType': 'Year', 'paleoDataTableName': 'measTable', 'dataType': 'float', 'measurementTableMD5': '401fe07a1e24127fee651644aef63781'}\n", + "d18O {'@id': 'http://linked.earth/lipd/Eur-SpannagelCave.Mangini.2005.paleo1measurement1.Eur_001.d18O', 'interpretation': [{'@id': 'http://linked.earth/lipd/Eur-SpannagelCave.Mangini.2005.paleo1measurement1.Eur_001.d18O.Interpretation1', 'basis': 'correlation with local meteorological correlation', 'direction': 'negative', 'scope': 'climate', 'seasonality': 'Winter', 'variable': 'temperature', 'variableDetail': 'air@condensationLevel'}], 'archiveType': 'Speleothem', 'number': 1, 'hasMaxValue': -6.8, 'hasMeanValue': -7.5067, 'hasMedianValue': -7.51, 'hasMinValue': -8.3, 'variableName': 'd18O', 'notes': \"The uppermost point marks the present-day conditions in Spannagel at +1.8C and y18O= 7.8x. The average temperature in the Alps during the coldest period between 1688 and 1698 coincided with the Maunder Minimum. As derived from Luterbacher's data the average temperature in this period was 1.0 (F0.5) 8C about 1.8 8C lower than in the period between 1995 and 1998.\", 'inCompilationBeta': {'@id': 'http://linked.earth/lipd/Pages2kTemperature.66deb3851e7c7', 'compilationName': 'Pages2kTemperature', 'compilationVersion': '2_1_1'}, 'proxy': 'd18O', 'resolution': {'@id': 'http://linked.earth/lipd/Eur-SpannagelCave.Mangini.2005.paleo1measurement1.Eur_001.d18O.Resolution', 'hasMaxValue': 13.4, 'hasMeanValue': 2.8282, 'hasMedianValue': 2.5, 'units': 'yr AD'}, 'hasStandardVariable': 'd18O', 'units': 'permil', 'TSid': 'Eur_001', 'variableType': 'measured', 'qCCertification': 'JPW', 'measurementTableName': 'measurementTable1', 'paleoDataTableName': 'measTable', 'proxyObservationType': 'd18O', 'pages2kID': 'Eur_018', 'useInGlobalTemperatureAnalysis': True, 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Eur-SpannagelCave.Mangini.2005.txt', 'measurementTableMD5': '401fe07a1e24127fee651644aef63781'}\n", + "Missing Value: NaN\n", + "- year [yr AD]\n", + "- d18O [permil]\n", + "\n", + "\n", + "Ocn-FeniDrift.Richter.2009\n", + "=========================\n", + "Publication: Late Holocene (0–2.4kaBP) surface water temperature and salinity variability, Feni Drift, NE Atlantic Ocean by ['T.C.E. van Weering', 'T.O. Richter', 'F.J.C. Peeters']\n", + "Publication: World Data Center for Paleoclimatology by ['T.O. Richter']\n", + "Publication: Robust global ocean cooling trend for the pre-industrial Common Era by ['Helena L. Filipsson', 'Kaustubh Thirumalai', 'Marit-Solveig Seidenkrantz', 'Marie-Alexandrine Sicre', 'Michael N. Evans', 'P. Graham Mortyn', 'Delia W. Oppo', 'Jason A. Addison', 'Steven J. Phipps', 'Belen Martrat', 'Guillaume Leduc', 'Helen V. McGregor', 'Kandasamy Selvaraj', 'Hugues Goosse', 'Vasile Ersek']\n", + "- Paleo Table: Ocn-FeniDrift.Richter.2009.paleo1measurement1.csv\n" + ] + }, + { + "data": { + "text/html": [ + "
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O2kLR recommends only using the Quality controlled data.Identical to LPD47182517', 'inCompilationBeta': {'@id': 'http://linked.earth/lipd/Pages2kTemperature.66deb38521863', 'compilationName': 'Pages2kTemperature', 'compilationVersion': '2_1_1'}, 'resolution': {'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPDb7290ea4.temperature.Resolution', 'hasMaxValue': 38.0, 'hasMeanValue': 22.9709, 'hasMedianValue': 22.0, 'hasMinValue': 11.0, 'units': 'yr AD'}, 'hasStandardVariable': 'temperature', 'uncertainty': 'Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPDb7290ea4.temperature.Uncertainty', 'units': 'degC', 'TSid': 'LPDb7290ea4', 'variableType': 'inferred', 'dataType': 'float', 'qCCertification': 'KT', 'paleoDataTableName': 'Dataoriginal', 'measurementTableMD5': '7c005b7c718ad460a5e2bfcb456d06f5', 'measurementMaterial': 'Globigerina bulloides', 'inferredVariableType': 'Temperature', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-FeniDrift.Richter.2009-2.txt', 'measurementMethod': 'Converted into calcification temperatures with the species-specific equation of Anand et al. (2003) based on data from Elderfield and Ganssen (2000) (ANA2003)', 'useInGlobalTemperatureAnalysis': False, 'measurementTableName': 'measurementTable1'}\n", + "depthBottom {'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPD071f9a58.depth_bottom', 'interpretation': [{'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPD071f9a58.depth_bottom.Interpretation1', 'scope': 'climate'}], 'archiveType': 'Marine sediment', 'number': 3, 'description': 'depth', 'hasMaxValue': 84.5, 'hasMeanValue': 36.4712, 'hasMedianValue': 33.0, 'hasMinValue': 0.5, 'variableName': 'depth_bottom', 'notes': 'These are the original, not quality controlled data. O2kLR recommends only using the Quality controlled data.', 'inCompilationBeta': {'@id': 'http://linked.earth/lipd/Pages2kTemperature.66deb385217f0', 'compilationName': 'Pages2kTemperature', 'compilationVersion': '2_1_1'}, 'resolution': {'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPD071f9a58.depth_bottom.Resolution', 'hasMaxValue': 38.0, 'hasMeanValue': 22.9709, 'hasMedianValue': 22.0, 'hasMinValue': 11.0, 'units': 'yr AD'}, 'hasStandardVariable': 'depthBottom', 'units': 'cm', 'TSid': 'LPD071f9a58', 'variableType': 'measured', 'measurementTableMD5': '7c005b7c718ad460a5e2bfcb456d06f5', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-FeniDrift.Richter.2009-2.txt', 'useInGlobalTemperatureAnalysis': False, 'detail': 'bottom of sample', 'dataType': 'float', 'measurementTableName': 'measurementTable1', 'paleoDataTableName': 'Dataoriginal'}\n", + "year {'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.PYTHS7WC58V.year', 'archiveType': 'Marine sediment', 'number': 2, 'description': 'Year AD', 'hasMaxValue': 1998.0, 'hasMeanValue': 1000.4904, 'hasMedianValue': 1130.0, 'hasMinValue': -368.0, 'variableName': 'year', 'resolution': {'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.PYTHS7WC58V.year.Resolution', 'hasMaxValue': 38.0, 'hasMeanValue': 22.9709, 'hasMedianValue': 22.0, 'hasMinValue': 11.0, 'units': 'yr AD'}, 'hasStandardVariable': 'year', 'units': 'yr AD', 'TSid': 'PYTHS7WC58V', 'variableType': 'inferred', 'inferredVariableType': 'Year', 'measurementTableName': 'measurementTable1', 'paleoDataTableName': 'Dataoriginal', 'measurementTableMD5': '7c005b7c718ad460a5e2bfcb456d06f5', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-FeniDrift.Richter.2009-2.txt', 'dataType': 'float'}\n", + "Mg/Ca {'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPDba471ae7.Mg_Ca', 'interpretation': [{'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPDba471ae7.Mg_Ca.Interpretation1', 'scope': 'climate'}], 'archiveType': 'Marine sediment', 'number': 5, 'description': 'native Mg/Ca ratio from which SST was calculated; values are from foram G. bulloides, and are in units of mmol/mol', 'hasMaxValue': 2.881, 'hasMeanValue': 2.4679, 'hasMedianValue': 2.477, 'hasMinValue': 1.836, 'variableName': 'Mg_Ca', 'notes': 'These are the original, not quality controlled data. O2kLR recommends only using the Quality controlled data.', 'inCompilationBeta': {'@id': 'http://linked.earth/lipd/Pages2kTemperature.66deb385218da', 'compilationName': 'Pages2kTemperature', 'compilationVersion': '2_1_1'}, 'resolution': {'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPDba471ae7.Mg_Ca.Resolution', 'hasMaxValue': 38.0, 'hasMeanValue': 22.9709, 'hasMedianValue': 22.0, 'hasMinValue': 11.0, 'units': 'yr AD'}, 'hasStandardVariable': 'Mg/Ca', 'TSid': 'LPDba471ae7', 'variableType': 'measured', 'dataType': 'float', 'measurementTableName': 'measurementTable1', 'proxyObservationType': 'Mg/Ca', 'paleoDataTableName': 'Dataoriginal', 'measurementTableMD5': '7c005b7c718ad460a5e2bfcb456d06f5', 'useInGlobalTemperatureAnalysis': False, 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-FeniDrift.Richter.2009-2.txt'}\n", + "notes {'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPD6e0eacd1.notes', 'interpretation': [{'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPD6e0eacd1.notes.Interpretation1', 'scope': 'climate'}], 'archiveType': 'Marine sediment', 'number': 6, 'description': 'original composite dataset from Richter et al. (2009) - PLEASE USE QC DATA FOR ANALYSIS!!!!', 'variableName': 'notes', 'notes': 'These are the original, not quality controlled data. O2kLR recommends only using the Quality controlled data.', 'inCompilationBeta': {'@id': 'http://linked.earth/lipd/Pages2kTemperature.66deb38521933', 'compilationName': 'Pages2kTemperature', 'compilationVersion': '2_1_1'}, 'resolution': {'@id': 'http://linked.earth/lipd/Ocn-FeniDrift.Richter.2009.paleo2measurement1.LPD6e0eacd1.notes.Resolution', 'hasMaxValue': 38.0, 'hasMeanValue': 22.9709, 'hasMedianValue': 22.0, 'hasMinValue': 11.0, 'units': 'yr AD'}, 'hasStandardVariable': 'notes', 'TSid': 'LPD6e0eacd1', 'variableType': 'measured', 'dataType': 'str', 'measurementTableName': 'measurementTable1', 'paleoDataTableName': 'Dataoriginal', 'measurementTableMD5': '7c005b7c718ad460a5e2bfcb456d06f5', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Ocn-FeniDrift.Richter.2009-2.txt', 'useInGlobalTemperatureAnalysis': False}\n", + "Missing Value: NaN\n", + "- depth_top [cm]\n", + "- temperature [degC]\n", + "- depth_bottom [cm]\n", + "- year [yr AD]\n", + "- Mg_Ca\n", + "- notes\n", + "\n", + "\n", + "Eur-LakeSilvaplana.Trachsel.2010\n", + "=========================\n", + "Publication: Scanning reflectance spectroscopy (380–730 nm): a novel method for quantitative high-resolution climate reconstructions from minerogenic lake sediments by ['B. Rein', 'M. Trachsel', 'M. Grosjean', 'D. Schnyder', 'C. Kamenik']\n", + "Publication: World Data Center for Paleoclimatology by ['M. Trachsel']\n", + "- Paleo Table: Eur-LakeSilvaplana.Trachsel.2010.paleo1measurement1.csv\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " year MXD\n", + "0 -138 0.460\n", + "1 -137 1.305\n", + "2 -136 0.755\n", + "3 -135 -0.100\n", + "4 -134 -0.457" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "year {'@id': 'http://linked.earth/lipd/Eur-NorthernScandinavia.Esper.2012.paleo1measurement1.PYTECO66XAD.year', 'archiveType': 'Wood', 'number': 2, 'description': 'Year AD', 'hasMaxValue': 2006.0, 'hasMeanValue': 934.4356, 'hasMedianValue': 934.5, 'hasMinValue': -138.0, 'variableName': 'year', 'resolution': {'@id': 'http://linked.earth/lipd/Eur-NorthernScandinavia.Esper.2012.paleo1measurement1.PYTECO66XAD.year.Resolution', 'hasMaxValue': 2.0, 'hasMeanValue': 1.0005, 'hasMedianValue': 1.0, 'hasMinValue': 1.0, 'units': 'yr AD'}, 'hasStandardVariable': 'year', 'units': 'yr AD', 'TSid': 'PYTECO66XAD', 'variableType': 'inferred', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Eur-NorthernScandinavia.Esper.2012.txt', 'measurementTableName': 'measurementTable1', 'inferredVariableType': 'Year', 'measurementTableMD5': '866c199d9933a1e5ebb28057c960dd22', 'paleoDataTableName': 'measTable', 'dataType': 'float'}\n", + "MXD {'@id': 'http://linked.earth/lipd/Eur-NorthernScandinavia.Esper.2012.paleo1measurement1.Eur_014.MXD', 'interpretation': [{'@id': 'http://linked.earth/lipd/Eur-NorthernScandinavia.Esper.2012.paleo1measurement1.Eur_014.MXD.Interpretation1', 'basis': 'correlation with local meteorological correlation', 'direction': 'positive', 'scope': 'climate', 'seasonality': 'Summer', 'variable': 'temperature', 'variableDetail': 'air@surface'}], 'archiveType': 'Wood', 'number': 1, 'hasMaxValue': 2.588, 'hasMeanValue': -0.0602, 'hasMedianValue': -0.049, 'hasMinValue': -3.124, 'variableName': 'MXD', 'notes': 'The final reconstruction (N-scan) was calibrated against regional JJA temperature (r 1876_2006 = 0.77) and spans the 138 bc_ ad 2006 period.', 'inCompilationBeta': {'@id': 'http://linked.earth/lipd/Pages2kTemperature.66deb3854a693', 'compilationName': 'Pages2kTemperature', 'compilationVersion': '2_1_1'}, 'proxy': 'maximum latewood density', 'resolution': {'@id': 'http://linked.earth/lipd/Eur-NorthernScandinavia.Esper.2012.paleo1measurement1.Eur_014.MXD.Resolution', 'hasMaxValue': 2.0, 'hasMeanValue': 1.0005, 'hasMedianValue': 1.0, 'hasMinValue': 1.0, 'units': 'yr AD'}, 'hasStandardVariable': 'MXD', 'TSid': 'Eur_014', 'variableType': 'measured', 'useInGlobalTemperatureAnalysis': True, 'measurementTableMD5': '866c199d9933a1e5ebb28057c960dd22', 'pages2kID': 'Eur_003', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Eur-NorthernScandinavia.Esper.2012.txt', 'measurementTableName': 'measurementTable1', 'paleoDataTableName': 'measTable', 'proxyObservationType': 'MXD', 'qCCertification': 'JPW'}\n", + "Missing Value: NaN\n", + "- year [yr AD]\n", + "- MXD\n", + "\n", + "\n", + "Eur-Stockholm.Leijonhufvud.2009\n", + "=========================\n", + "Publication: Five centuries of Stockholm winter/spring temperatures reconstructed from documentary evidence and instrumental observations by ['Rob Wilson', 'Anders Moberg', 'Ulrica Söderlind', 'Dag Retsö', 'Lotta Leijonhufvud', 'Johan Söderberg']\n", + "Publication: World Data Center for Paleoclimatology by ['L. Leijonhufvud']\n", + "- Paleo Table: Eur-Stockholm.Leijonhufvud.2009.paleo1measurement1.csv\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " year temperature\n", + "0 1502 -1.7212\n", + "1 1503 -1.6382\n", + "2 1504 -0.6422\n", + "3 1505 0.1048\n", + "4 1506 -0.7252" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "year {'@id': 'http://linked.earth/lipd/Eur-Stockholm.Leijonhufvud.2009.paleo1measurement1.PYTWVH672OU.year', 'archiveType': 'Documents', 'number': 2, 'description': 'Year AD', 'hasMaxValue': 1892.0, 'hasMeanValue': 1697.0, 'hasMedianValue': 1697.0, 'hasMinValue': 1502.0, 'variableName': 'year', 'resolution': {'@id': 'http://linked.earth/lipd/Eur-Stockholm.Leijonhufvud.2009.paleo1measurement1.PYTWVH672OU.year.Resolution', 'hasMaxValue': 1.0, 'hasMeanValue': 1.0, 'hasMedianValue': 1.0, 'hasMinValue': 1.0, 'units': 'yr AD'}, 'hasStandardVariable': 'year', 'units': 'yr AD', 'TSid': 'PYTWVH672OU', 'variableType': 'inferred', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Eur-Stockholm.Leijonhufvud.2009.txt', 'measurementTableMD5': 'a26e3a157e304c236bf91e17f8f7751b', 'dataType': 'float', 'measurementTableName': 'measurementTable1', 'paleoDataTableName': 'measTable', 'inferredVariableType': 'Year'}\n", + "temperature {'@id': 'http://linked.earth/lipd/Eur-Stockholm.Leijonhufvud.2009.paleo1measurement1.Eur_006.temperature', 'calibration': [{'@id': 'http://linked.earth/lipd/Eur-Stockholm.Leijonhufvud.2009.paleo1measurement1.Eur_006.temperature.Calibration', 'uncertainty': 'Eur-Stockholm.Leijonhufvud.2009.paleo1measurement1.Eur_006.temperature.Calibration.Uncertainty'}], 'interpretation': [{'@id': 'http://linked.earth/lipd/Eur-Stockholm.Leijonhufvud.2009.paleo1measurement1.Eur_006.temperature.Interpretation1', 'basis': 'correlation with local meteorological correlation', 'direction': 'positive', 'scope': 'climate', 'seasonality': 'Winter', 'variable': 'temperature', 'variableDetail': 'air@surface'}], 'archiveType': 'Documents', 'number': 1, 'hasMaxValue': 4.9385, 'hasMeanValue': -0.7404, 'hasMedianValue': -0.8524, 'hasMinValue': -6.3995, 'variableName': 'temperature', 'notes': 'By refining dendroclimatological methods the time-series were composited to a mean series and calibrated (1756_1841; r2 = 66%) against Stockholm January_April temperatures.', 'inCompilationBeta': {'@id': 'http://linked.earth/lipd/Pages2kTemperature.66deb3854dc93', 'compilationName': 'Pages2kTemperature', 'compilationVersion': '2_1_1'}, 'proxy': 'historical', 'resolution': {'@id': 'http://linked.earth/lipd/Eur-Stockholm.Leijonhufvud.2009.paleo1measurement1.Eur_006.temperature.Resolution', 'hasMaxValue': 1.0, 'hasMeanValue': 1.0, 'hasMedianValue': 1.0, 'hasMinValue': 1.0, 'units': 'yr AD'}, 'hasStandardVariable': 'temperature', 'units': 'degC', 'TSid': 'Eur_006', 'variableType': 'inferred', 'wDSPaleoUrl': 'https://www1.ncdc.noaa.gov/pub/data/paleo/pages2k/pages2k-temperature-v2-2017/data-version-2.0.0/Eur-Stockholm.Leijonhufvud.2009.txt', 'qCCertification': 'JPW', 'measurementTableMD5': 'a26e3a157e304c236bf91e17f8f7751b', 'measurementTableName': 'measurementTable1', 'inferredVariableType': 'Temperature', 'useInGlobalTemperatureAnalysis': True, 'pages2kID': 'Eur_019', 'paleoDataTableName': 'measTable'}\n", + "Missing Value: NaN\n", + "- year [yr AD]\n", + "- temperature [degC]\n" + ] + } + ], + "source": [ + "# Dataset is the Main OOP Class\n", + "from pylipd.classes.dataset import Dataset\n", + "\n", + "# LiPD is the LiPD parser/writer\n", + "from pylipd.lipd import LiPD\n", + "\n", + "# Load LiPD files as usual.\n", + "# - This loads the LiPD data into the internal RDF graph\n", + "path = '../data/Pages2k'\n", + "D = LiPD()\n", + "D.load_from_dir(path)\n", + "\n", + "# Convert the LiPD datasets to the PyLiPD OOP \"Dataset\" class. \n", + "# - This allows to modify the datasets via OOP calls in memory\n", + "# - To write the LiPD back, we have to call the save function\n", + "datasets = D.get_datasets()\n", + "\n", + "for ds in datasets:\n", + " # Now we can call individual function on the dataset to get its details\n", + " print(\"\\n\")\n", + " print(ds.getName())\n", + " print(\"=========================\")\n", + " for funding in ds.getFundings():\n", + " if funding.getGrants():\n", + " print(f\"Funding: {funding.getGrants()}\")\n", + " \n", + " for pub in ds.getPublications():\n", + " print(f\"Publication: {pub.getTitle()} by {list(map(lambda x: x.getName(), pub.getAuthors()))}\")\n", + "\n", + " for pd in ds.getPaleoData():\n", + " for table in pd.getMeasurementTables():\n", + " print(f\"- Paleo Table: {table.getFileName()}\")\n", + " \n", + " # Can get the dataframe for the whole table\n", + " df = table.getDataFrame(use_standard_names=True)\n", + " display(df.head())\n", + "\n", + " # The returned dataframe also contains the attributes for the variables\n", + " for varname in df.attrs:\n", + " vardata = df.attrs[varname]\n", + " print(varname, vardata)\n", + "\n", + " # Can also get the variables one by one and make calls to their class functions\n", + " print(f\"Missing Value: {table.getMissingValue()}\")\n", + " for var in table.getVariables():\n", + " if var.getUnits():\n", + " print(f\"- {var.getName()} [{var.getUnits().getLabel()}]\")\n", + " else:\n", + " print(f\"- {var.getName()}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Editing an existing LiPD file" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading 1 LiPD files\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:00<00:00, 1.73it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loaded..\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " site ukprime37 age depth\n", + "0 -0.909061 -0.860013 0.500737 1.800685\n", + "1 0.236617 0.564153 -0.442693 0.713587\n", + "2 -1.355983 -0.203197 0.260957 -1.764060\n", + "3 0.465364 0.475315 -0.555199 -1.188082\n", + "4 0.182585 2.142508 -0.695586 0.322117" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Dataset is the Main OOP Class\n", + "from pylipd.classes.dataset import Dataset\n", + "\n", + "# LiPD is the LiPD parser/writer\n", + "from pylipd.classes.datatable import DataTable\n", + "from pylipd.lipd import LiPD\n", + "\n", + "# Load LiPD files as usual.\n", + "# - This loads the LiPD data into the internal RDF graph\n", + "path = '../data/ODP846.Lawrence.2006.lpd'\n", + "D = LiPD()\n", + "D.load(path)\n", + "\n", + "# Convert the LiPD datasets to the PyLiPD OOP \"Dataset\" class. \n", + "# - This allows to modify the datasets via OOP calls in memory\n", + "# - To write the LiPD back, we have to call the save function\n", + "datasets = D.get_datasets()\n", + "\n", + "ds = datasets[0]\n", + "pdata = ds.getPaleoData()[0]\n", + "\n", + "# ********************************************\n", + "# We will add a table to the paleoData here\n", + "# ********************************************\n", + "attrs = {\n", + " \"site\": {\n", + " 'number': 1, \n", + " 'variableName': 'site/hole', \n", + " 'hasStandardVariable': 'site', \n", + " 'units': 'unitless', \n", + " 'TSid': 'PYTJ3PSH0LT', \n", + " 'variableType': 'measured', \n", + " 'takenAtDepth': 'depth'\n", + " },\n", + " \"ukprime37\": {\n", + " 'number': 2,\n", + " 'interpretation': [\n", + " {\n", + " 'rank': 1.0, \n", + " 'scope': 'Climate', \n", + " 'variable': 'temperature', \n", + " 'variableDetail': 'sea surface', \n", + " 'direction': 'positive'\n", + " }\n", + " ], \n", + " 'variableName': 'ukprime37', \n", + " 'resolution': {\n", + " 'hasMaxValue': 10.856999999999971, \n", + " 'hasMeanValue': 2.3355875057418465, \n", + " 'hasMedianValue': 2.211999999999989, \n", + " 'hasMinValue': 0.06999999999993634\n", + " }, \n", + " 'units': 'unitless', \n", + " 'TSid': 'PYTM9N6HCQM', \n", + " 'variableType': 'measured', \n", + " 'takenAtDepth': 'depth', \n", + " 'proxyObservationType': 'Uk37Prime'\n", + " },\n", + " \"age\": {\n", + " 'interpretation': [\n", + " {\n", + " 'rank': 1.0, \n", + " 'scope': 'Age', \n", + " 'variableDetail': 'calendar', \n", + " 'direction': 'positive'\n", + " }\n", + " ], \n", + " 'number': 3, \n", + " 'variableName': 'age', \n", + " 'hasStandardVariable': 'age', \n", + " 'TSid': 'PYTXJB98403', \n", + " 'variableType': 'inferred', \n", + " 'takenAtDepth': 'depth', \n", + " 'inferredVariableType': 'Age'\n", + " },\n", + " \"depth\": {\n", + " 'number': 4, \n", + " 'variableName': 'depth', \n", + " 'notes': 'depth rmcd', \n", + " 'resolution': {\n", + " 'hasMaxValue': 10.856999999999971, \n", + " 'hasMeanValue': 2.3355875057418465, \n", + " 'hasMedianValue': 2.211999999999989, \n", + " 'hasMinValue': 0.06999999999993634\n", + " }, \n", + " 'hasStandardVariable': 'depth', \n", + " 'units': 'm', \n", + " 'TSid': 'PYTKRFVW61B', \n", + " 'variableType': 'measured'\n", + " }\n", + "}\n", + "\n", + "# Create a random dataframe\n", + "import pandas as pd\n", + "import numpy as np\n", + "df = pd.DataFrame(np.random.randn(100, 4), columns=attrs.keys())\n", + "df.attrs = attrs\n", + "display(df.head())\n", + "\n", + "newtable = DataTable()\n", + "newtable.setFileName(\"paleo0measurement2.csv\")\n", + "newtable.setMissingValue(\"NaN\")\n", + "newtable.setDataFrame(df)\n", + "\n", + "pdata.addMeasurementTable(newtable)\n", + "\n", + "# Create a lipd from the Dataset ds\n", + "savelipd = LiPD()\n", + "savelipd.load_datasets([ds])\n", + "savelipd.create_lipd(ds.getName(), \"./ODP846.Lawrence.2006.updated.lpd\")\n", + "pass\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading 1 LiPD files\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:00<00:00, 1.80it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loaded..\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# Try to load the New LiPD File, and check if everything is ok\n", + "D = LiPD()\n", + "D.load(\"./ODP846.Lawrence.2006.updated.lpd\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading 1 LiPD files\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:00<00:00, 1.81it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loaded..\n", + "\n", + "\n", + "ODP846.Lawrence.2006\n", + "=========================\n", + "- Paleo Table: paleo0measurement1.csv\n" + ] + }, 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'http://linked.earth/lipd/Unknown.66decdd89d57b', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYTTUPVG4K3.u._peregrina_d13c.Resolution'}, 'TSid': 'PYTTUPVG4K3', 'variableType': 'measured', 'sensorSpecies': 'peregrina', 'sensorGenus': 'Uvigerina', 'takenAtDepth': 'depth', 'proxyObservationType': 'd13C'}\n", + "c. wuellerstorfi d13c {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYT19MC8WE2.c._wuellerstorfi_d13c', 'number': 7, 'hasMaxValue': 78.92, 'hasMeanValue': 6.293517145505097, 'hasMedianValue': 4.26, 'hasMinValue': -1.06, 'variableName': 'c. wuellerstorfi d13c', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89d305', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYT19MC8WE2.c._wuellerstorfi_d13c.Resolution'}, 'TSid': 'PYT19MC8WE2', 'variableType': 'measured', 'sensorGenus': 'Cibicidoides', 'sensorSpecies': 'wuellerstorfi', 'takenAtDepth': 'depth', 'proxyObservationType': 'd13C'}\n", + "c. wuellerstorfi d18o {'@id': 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'http://linked.earth/lipd/paleo0measurement1.PYTYDOYFVYD.u._peregrina_d18o.Resolution'}, 'TSid': 'PYTYDOYFVYD', 'variableType': 'measured', 'takenAtDepth': 'depth', 'sensorGenus': 'Uvigerina', 'sensorSpecies': 'peregrina', 'proxyObservationType': 'd18O'}\n", + "depth comp {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYTPQ0FJO1S.depth_comp', 'number': 4, 'hasMaxValue': 196.93, 'hasMeanValue': 97.84506844281121, 'hasMedianValue': 96.359, 'hasMinValue': 0.12, 'variableName': 'depth comp', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89cee6', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYTPQ0FJO1S.depth_comp.Resolution'}, 'TSid': 'PYTPQ0FJO1S', 'variableType': 'measured', 'takenAtDepth': 'depth'}\n", + "depth cr {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYT68HYMYHH.depth_cr', 'number': 5, 'hasMaxValue': 5089.802, 'hasMeanValue': 2234.3875783187873, 'hasMedianValue': 2507.177, 'hasMinValue': 0.12, 'variableName': 'depth cr', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89d077', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYT68HYMYHH.depth_cr.Resolution'}, 'TSid': 'PYT68HYMYHH', 'variableType': 'measured', 'takenAtDepth': 'depth'}\n", + "depth {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYTS96EE0CB.depth', 'number': 2, 'hasMaxValue': 61.17, 'hasMeanValue': 18.667220946256318, 'hasMedianValue': 18.0, 'hasMinValue': 0.12, 'variableName': 'depth', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89cd11', 'hasStandardVariable': 'depth', 'units': 'm', 'TSid': 'PYTS96EE0CB', 'variableType': 'measured'}\n", + "event {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYTE5EC1JBW.event', 'number': 1, 'hasMaxValue': 846.0, 'hasMeanValue': 606.9646302250804, 'hasMedianValue': 846.0, 'hasMinValue': 138.0, 'variableName': 'event', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89cc7a', 'hasStandardVariable': 'event', 'units': 'unitless', 'TSid': 'PYTE5EC1JBW', 'variableType': 'measured', 'takenAtDepth': 'depth'}\n", + "sampleID {'@id': 'http://linked.earth/lipd/paleo0measurement1.PYTJZ4GLRYP.sampleID', 'number': 3, 'hasMaxValue': 145.0, 'hasMeanValue': 94.06663602941177, 'hasMedianValue': 138.0, 'hasMinValue': 3.0, 'variableName': 'sampleID', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89cdaa', 'hasStandardVariable': 'sampleID', 'units': 'unitless', 'TSid': 'PYTJZ4GLRYP', 'variableType': 'measured', 'takenAtDepth': 'depth'}\n", + "Missing Value: nan\n", + "- u. peregrina d13c\n", + "- c. wuellerstorfi d13c\n", + "- c. wuellerstorfi d18o\n", + "- u. peregrina d18o\n", + "- depth comp\n", + "- depth cr\n", + "- depth [m]\n", + "- event [unitless]\n", + "- sampleID [unitless]\n", + "- Paleo Table: paleo0measurement2.csv\n" + ] + }, + { + "data": { + "text/html": [ + "
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c37 totalsectionagetemp mullerdeleteMedepthsitetemp prahlukprime37
02.371H-15.22823.54515-160.16846B23.00.821
12.101H-18.94723.64825-260.26846B23.10.824
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" + ], + "text/plain": [ + " c37 total section age temp muller deleteMe depth site temp prahl \\\n", + "0 2.37 1H-1 5.228 23.545 15-16 0.16 846B 23.0 \n", + "1 2.10 1H-1 8.947 23.648 25-26 0.26 846B 23.1 \n", + "2 1.87 1H-1 11.966 23.752 35-36 0.36 846B 23.2 \n", + "3 2.74 1H-1 14.427 22.515 45-46 0.46 846B 22.0 \n", + "4 3.75 1H-1 16.502 22.206 55-56 0.56 846B 21.7 \n", + "\n", + " ukprime37 \n", + "0 0.821 \n", + "1 0.824 \n", + "2 0.828 \n", + "3 0.787 \n", + "4 0.777 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "c37 total {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYT10H23U2E.c37_total', 'number': 7, 'hasMaxValue': 78.92, 'hasMeanValue': 9.900032139577593, 'hasMedianValue': 7.075, 'hasMinValue': 1.095, 'variableName': 'c37 total', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89dd80', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYT10H23U2E.c37_total.Resolution', 'hasMaxValue': 10.856999999999971, 'hasMeanValue': 2.3355875057418465, 'hasMedianValue': 2.211999999999989, 'hasMinValue': 0.06999999999993634}, 'TSid': 'PYT10H23U2E', 'variableType': 'measured', 'proxyObservationType': 'Alkenone', 'takenAtDepth': 'depth'}\n", + "section {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYT8BDSRW3H.section', 'number': 2, 'hasMaxValue': 19.0, 'hasMeanValue': 9.46694214876033, 'hasMedianValue': 18.0, 'hasMinValue': 1.0, 'variableName': 'section', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89d6b0', 'hasStandardVariable': 'section', 'units': 'unitless', 'TSid': 'PYT8BDSRW3H', 'variableType': 'measured', 'takenAtDepth': 'depth'}\n", + "age {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTXJB98403.age', 'interpretation': [{'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTXJB98403.age.Interpretation1', 'scope': 'Age', 'variableDetail': 'calendar', 'interpdirection': 'positive'}], 'number': 5, 'hasMaxValue': 5089.802, 'hasMeanValue': 2533.4160550964184, 'hasMedianValue': 2507.067, 'hasMinValue': 5.228, 'variableName': 'age', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTXJB98403.age.Resolution'}, 'hasStandardVariable': 'age', 'TSid': 'PYTXJB98403', 'variableType': 'inferred', 'inferredVariableType': 'Age', 'takenAtDepth': 'depth'}\n", + "temp muller {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTGO6NV72Y.temp_muller', 'interpretation': [{'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTGO6NV72Y.temp_muller.Interpretation1', 'scope': 'Climate', 'variable': 'temperature', 'variableDetail': 'sea surface', 'interpdirection': 'positive'}], 'number': 9, 'hasMaxValue': 28.388, 'hasMeanValue': 25.105362258953168, 'hasMedianValue': 25.297, 'hasMinValue': 20.558, 'variableName': 'temp muller', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTGO6NV72Y.temp_muller.Resolution', 'hasMaxValue': 10.856999999999971, 'hasMeanValue': 2.3355875057418465, 'hasMedianValue': 2.211999999999989, 'hasMinValue': 0.06999999999993634}, 'TSid': 'PYTGO6NV72Y', 'variableType': 'inferred', 'takenAtDepth': 'depth', 'inferredVariableType': 'Sea Surface Temperature'}\n", + "deleteMe {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYT2ZB6MLZ9.deleteMe', 'number': 3, 'hasMaxValue': 150.0, 'hasMeanValue': 72.7043035631652, 'hasMedianValue': 3.0, 'hasMinValue': 3.0, 'variableName': 'deleteMe', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89d74e', 'hasStandardVariable': 'deleteMe', 'units': 'cm', 'TSid': 'PYT2ZB6MLZ9', 'variableType': 'measured', 'takenAtDepth': 'depth'}\n", + "depth {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTKRFVW61B.depth', 'number': 4, 'hasMaxValue': 196.93, 'hasMeanValue': 97.99932323232323, 'hasMedianValue': 96.3545, 'hasMinValue': 0.16, 'variableName': 'depth', 'notes': 'depth rmcd', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89d8e9', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTKRFVW61B.depth.Resolution', 'hasMaxValue': 10.856999999999971, 'hasMeanValue': 2.3355875057418465, 'hasMedianValue': 2.211999999999989, 'hasMinValue': 0.06999999999993634}, 'hasStandardVariable': 'depth', 'units': 'm', 'TSid': 'PYTKRFVW61B', 'variableType': 'measured'}\n", + "site {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTJ3PSH0LT.site', 'number': 1, 'hasMaxValue': 846.0, 'hasMeanValue': 846.0, 'hasMedianValue': 846.0, 'hasMinValue': 846.0, 'variableName': 'site', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89d620', 'hasStandardVariable': 'site', 'units': 'unitless', 'TSid': 'PYTJ3PSH0LT', 'variableType': 'measured', 'takenAtDepth': 'depth'}\n", + "temp prahl {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYT95DVDUU3.temp_prahl', 'calibration': [{'@id': 'http://linked.earth/lipd/paleo0measurement0.PYT95DVDUU3.temp_prahl.Calibration', 'equation': 'UK37 = 0.034T + 0.039', 'reference': 'Publication.10.1016/0016-7037(88)90132-9'}], 'interpretation': [{'@id': 'http://linked.earth/lipd/paleo0measurement0.PYT95DVDUU3.temp_prahl.Interpretation1', 'scope': 'Climate', 'variable': 'temperature', 'variableDetail': 'sea surface', 'interpdirection': 'positive'}], 'number': 6, 'hasMaxValue': 27.7, 'hasMeanValue': 24.514049586776864, 'hasMedianValue': 24.7, 'hasMinValue': 20.1, 'variableName': 'temp prahl', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYT95DVDUU3.temp_prahl.Resolution', 'hasMaxValue': 10.856999999999971, 'hasMeanValue': 2.3355875057418465, 'hasMedianValue': 2.211999999999989, 'hasMinValue': 0.06999999999993634}, 'TSid': 'PYT95DVDUU3', 'variableType': 'inferred', 'inferredVariableType': 'Sea Surface Temperature', 'takenAtDepth': 'depth'}\n", + "ukprime37 {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTM9N6HCQM.ukprime37', 'interpretation': [{'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTM9N6HCQM.ukprime37.Interpretation1', 'scope': 'Climate', 'variable': 'temperature', 'variableDetail': 'sea surface', 'interpdirection': 'positive'}], 'number': 8, 'hasMaxValue': 0.981, 'hasMeanValue': 0.872473829201102, 'hasMedianValue': 0.879, 'hasMinValue': 0.722, 'variableName': 'ukprime37', 'physicalSample': 'http://linked.earth/lipd/Unknown.66decdd89ded8', 'resolution': {'@id': 'http://linked.earth/lipd/paleo0measurement0.PYTM9N6HCQM.ukprime37.Resolution', 'hasMaxValue': 10.856999999999971, 'hasMeanValue': 2.3355875057418465, 'hasMedianValue': 2.211999999999989, 'hasMinValue': 0.06999999999993634}, 'units': 'unitless', 'TSid': 'PYTM9N6HCQM', 'variableType': 'measured', 'takenAtDepth': 'depth', 'proxyObservationType': 'Uk37Prime'}\n", + "Missing Value: nan\n", + "- c37 total\n", + "- section [unitless]\n", + "- age\n", + "- temp muller\n", + "- deleteMe [cm]\n", + "- depth [m]\n", + "- site [unitless]\n", + "- temp prahl\n", + "- ukprime37 [unitless]\n" + ] + } + ], + "source": [ + "# Try to load the New LiPD File, and check if everything is ok\n", + "D = LiPD()\n", + "D.load(\"./ODP846.Lawrence.2006.updated.lpd\")\n", + "datasets = D.get_datasets()\n", + "\n", + "# Browse the dataset as usual\n", + "for ds in datasets:\n", + " print(\"\\n\")\n", + " print(ds.getName())\n", + " print(\"=========================\")\n", + " for pdata in ds.getPaleoData():\n", + " for table in pdata.getMeasurementTables():\n", + " print(f\"- Paleo Table: {table.getFileName()}\")\n", + " \n", + " # Can get the dataframe for the whole table\n", + " df = table.getDataFrame(use_standard_names=True)\n", + " display(df.head())\n", + "\n", + " # The returned dataframe also contains the attributes for the variables\n", + " for varname in df.attrs:\n", + " vardata = df.attrs[varname]\n", + " print(varname, vardata)\n", + "\n", + " # Can also get the variables one by one and make calls to their class functions\n", + " print(f\"Missing Value: {table.getMissingValue()}\")\n", + " for var in table.getVariables():\n", + " if var.getUnits():\n", + " print(f\"- {var.getName()} [{var.getUnits().getLabel()}]\")\n", + " else:\n", + " print(f\"- {var.getName()}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Creating a new LiPD file" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pyleo", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/pylipd/globals/schema.py b/pylipd/globals/schema.py index 68d0269..05ba6b4 100644 --- a/pylipd/globals/schema.py +++ b/pylipd/globals/schema.py @@ -550,6 +550,7 @@ '@toJson_pre': [ '_set_units_label', '_set_seasonality_labels', + '_set_interpretation_variable_label' ], 'variable': { 'name': 'hasVariable', diff --git a/pylipd/utils/json_to_rdf.py b/pylipd/utils/json_to_rdf.py index 920a419..f0cea36 100644 --- a/pylipd/utils/json_to_rdf.py +++ b/pylipd/utils/json_to_rdf.py @@ -15,8 +15,10 @@ def _load_triple_into_graph(self, subject, prop, value): if val["@type"] == "uri": valitem = URIRef(val["@id"]) elif val["@type"] == "literal": - dtype = val["@datatype"] + dtype:str = val["@datatype"] if dtype: + if type(val["@value"]) == str: + dtype="http://www.w3.org/2001/XMLSchema#string" valitem = Literal(val["@value"], datatype=URIRef(dtype)) else: valitem = Literal(val["@value"]) diff --git a/pylipd/utils/rdf_to_lipd.py b/pylipd/utils/rdf_to_lipd.py index 1179b4f..88470f3 100644 --- a/pylipd/utils/rdf_to_lipd.py +++ b/pylipd/utils/rdf_to_lipd.py @@ -560,7 +560,17 @@ def _set_proxy_general_label(self, var, parent = None) : del var["hasProxyGeneral"] return var - + def _set_interpretation_variable_label(self, interp, parent = None) : + if "hasVariable" in interp : + if "@id" in interp["hasVariable"]: + id = interp["hasVariable"]["@id"] + if id in RSYNONYMS: + interp["variable"] = RSYNONYMS[id] + else: + interp["variable"] = interp["hasVariable"]["label"] + del interp["hasVariable"] + return interp + def _set_seasonality_labels(self, interp, parent = None) : convs = { "hasSeasonality": "seasonality",