cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7056647
title: Global River Water Quality Archive (GRQA)

description: A major problem related to large-scale water quality modeling has been the lack of available observation data with a good spatiotemporal coverage. This has affected the reproducibility of previous studies and the potential improvement of existing models. In addition to the observation data itself, insufficient or poor quality metadata has also discouraged researchers to integrate the already available datasets. Therefore, improving both the availability and quality of open water quality data woould increase the potential to implement predictive modeling on a global scale. We aim to address the aforementioned issues by presenting the new Global River Water Quality Archive (GRQA) by integrating data from five existing global and regional sources: Canadian Environmental Sustainability Indicators program (CESI), Global Freshwater Quality Database (GEMStat), GLObal RIver Chemistry database (GLORICH), European Environment Agency (Waterbase) and USGS Water Quality Portal (WQP). The resulting dataset covering the timeframe 1898 - 2020 contains a total of over 17 million observations for 42 different forms of some of the most important water quality parameters, focusing on nutrients, carbon, oxygen and sediments. Supplementary metadata and statistics are provided with the observation time series to improve the usability of the dataset.

GRQA data processing scripts are available at https://doi.org/10.5281/zenodo.7056302.

Last update: 2022-09-07

Changes since GRQA_v1.2

It was discovered that due to a preprocessing error in the previous versions of GRQA some of the parameters originating from WQP were assigned the incorrect code. The error was caused by certain source parameter codes shifting by during the creation of the corresponding code map (WQP_code_map.csv). As a result, for example, parameter pH got the code for BOD5, while TEMP got the code for TSS. Parameters affected by this error were TPP, TDP, TP, TN, TDN, POC, DOC, TOC, BOD5, pH, TSS and TEMP.

The processing error also meant that the statistics calculated along with the number of outliers in those parameters were also affected. In GRQA_v1.3, this error in WQ_code_map.csv has been fixed and all the statistics and plots have been updated to account for these changes. In addition, the data catalog has been updated as well.

An overview of all the files in the dataset can be found in README_v1.3.md.

Statistical overview of all 42 parameters is given in the data catalog file GRQA_data_catalog_v1.3.pdf.

For more information about the development of this dataset look for Virro, H., Amatulli, G., Kmoch, A., Shen, L., and Uuemaa, E.: GRQA: Global River Water Quality Archive, Earth Syst. Sci. Data, 13, 5483–5507, https://doi.org/10.5194/essd-13-5483-2021, 2021.
DOI: 10.15468/dl.hc3v34
title: Occurrence Download

description: A dataset containing 33172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliaceae"
 ]
}

 The dataset includes 33172 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014467-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15335483
title: Mahatma Jyotiba Phule as a Social Worker
DOI: 10.5281/zenodo.15335484
title: Mahatma Jyotiba Phule as a Social Worker
DOI: 10.15468/dl.f8edps
title: Occurrence Download

description: A dataset containing 2860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation, Observation)",
 "Country is China",
 "Geometry POLYGON((112.27383 25.28338,124.12773 25.28338,124.12773 37.02384,112.27383 37.02384,112.27383 25.28338))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2000-2025"
 ]
}

 The dataset includes 2860 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014468-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7yvkh
title: Occurrence Download

description: A dataset containing 572 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thylacospermum Fenzl"
 ]
}

 The dataset includes 572 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014469-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xeyk6v
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-250.0",
 "Geometry POLYGON((46.2576 54.42626,55.59392 54.42626,55.59392 56.64194,46.2576 56.64194,46.2576 54.42626))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agrimonia eupatoria L."
 ]
}

 The dataset includes 283 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014471-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ga39q5
title: Occurrence Download

description: A dataset containing 1796717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cerastium L."
 ]
}

 The dataset includes 1796717 records from 4107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014465-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrh2gj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Blommersia grandisonae)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082308-250717081556266/datasets/export for details.
DOI: 10.15468/dl.scjmtv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Blommersia grandisonae)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082309-250717081556266/datasets/export for details.
DOI: 10.15468/dl.pvpt4w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callosobruchus pulcher",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082312-250717081556266/datasets/export for details.
DOI: 10.15468/dl.a323j8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monohelea multilineata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082310-250717081556266/datasets/export for details.
DOI: 10.15468/dl.pnzfwm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia chinensis",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081186-250717081556266/datasets/export for details.
DOI: 10.15468/dl.b4aw65
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyrtococcum trigonum",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081185-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc5dwhx
title: CCDC 161339: Experimental Crystal Structure Determination

description: Related Article: B.Moulton, Jianjiang Lu, A.Mondal, M.J.Zaworotko|2001|Chem.Commun.||863|doi:10.1039/b102714j
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5dwjy
title: CCDC 161340: Experimental Crystal Structure Determination

description: Related Article: B.Moulton, Jianjiang Lu, A.Mondal, M.J.Zaworotko|2001|Chem.Commun.||863|doi:10.1039/b102714j
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc52tgh
title: CCDC 151666: Experimental Crystal Structure Determination

description: Related Article: C.Santamaria, R.Beckhaus, D.Haase, R.Koch, W.Saak, I.Strauss|2001|Organometallics|20|1354|doi:10.1021/om000929s
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5dwkz
title: CCDC 161341: Experimental Crystal Structure Determination

description: Related Article: B.Moulton, Jianjiang Lu, A.Mondal, M.J.Zaworotko|2001|Chem.Commun.||863|doi:10.1039/b102714j
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc52tfg
title: CCDC 151665: Experimental Crystal Structure Determination

description: Related Article: C.Santamaria, R.Beckhaus, D.Haase, R.Koch, W.Saak, I.Strauss|2001|Organometallics|20|1354|doi:10.1021/om000929s
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hb65
title: CCDC 163686: Experimental Crystal Structure Determination

description: Related Article: M.Lopez-Torres, A.Fernandez, J.J.Fernandez, A.Suarez, S.Castro-Juiz, J.M.Vila, M.T.Pereira|2001|Organometallics|20|1350|doi:10.1021/om000840m
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hbb9
title: CCDC 163690: Experimental Crystal Structure Determination

description: Related Article: K.Ghosh, S.Chattopadhyay, S.Pattanayak, A.Chakravorty|2001|Organometallics|20|1419|doi:10.1021/om000649c
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hbcb
title: CCDC 163691: Experimental Crystal Structure Determination

description: Related Article: L.R.Falvello, S.Fernandez, C.Larraz, R.Llusar, R.Navarro, E.P.Urriolabeitia|2001|Organometallics|20|1424|doi:10.1021/om001034i
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hbdc
title: CCDC 163692: Experimental Crystal Structure Determination

description: Related Article: L.R.Falvello, S.Fernandez, C.Larraz, R.Llusar, R.Navarro, E.P.Urriolabeitia|2001|Organometallics|20|1424|doi:10.1021/om001034i
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hbfd
title: CCDC 163693: Experimental Crystal Structure Determination

description: Related Article: R.P.Kamalesh Babu, K.Aparna, R.McDonald, R.G.Cavell|2001|Organometallics|20|1451|doi:10.1021/om000982g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hbgf
title: CCDC 163694: Experimental Crystal Structure Determination

description: Related Article: R.P.Kamalesh Babu, K.Aparna, R.McDonald, R.G.Cavell|2001|Organometallics|20|1451|doi:10.1021/om000982g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hbhg
title: CCDC 163695: Experimental Crystal Structure Determination

description: Related Article: R.P.Kamalesh Babu, K.Aparna, R.McDonald, R.G.Cavell|2001|Organometallics|20|1451|doi:10.1021/om000982g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hbjh
title: CCDC 163696: Experimental Crystal Structure Determination

description: Related Article: Myong Euy Lee, Hyeon Mo Cho, Chang Hwan Kim, W.Ando|2001|Organometallics|20|1472|doi:10.1021/om000576x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hbkj
title: CCDC 163697: Experimental Crystal Structure Determination

description: Related Article: Myong Euy Lee, Hyeon Mo Cho, Chang Hwan Kim, W.Ando|2001|Organometallics|20|1472|doi:10.1021/om000576x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4t3z0
title: CCDC 143312: Experimental Crystal Structure Determination

description: Related Article: T.Scheiring, J.Fiedler, W.Kaim|2001|Organometallics|20|1437|doi:10.1021/om000892b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5hlv2
title: CCDC 163954: Experimental Crystal Structure Determination

description: Related Article: W.Wasikiewicz, M.Slaski, G.Rokicki, V.Bohmer, C.Schmidt, E.F.Paulus|2001|New J.Chem.|25|581|doi:10.1039/b009260f
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc54m96
title: CCDC 153397: Experimental Crystal Structure Determination

description: Related Article: V.G.Makhankova, O.Yu.Vassilyeva, V.N.Kokozay, B.W.Skelton, J.Reedijk, G.A.Van Albada, L.Sorace, D.Gatteschi|2001|New J.Chem.|25|685|doi:10.1039/b009194o
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc55tgl
title: CCDC 154549: Experimental Crystal Structure Determination

description: Related Article: F.Grepioni, S.Gladiali, L.Scaccianoce, P.Ribeiro, D.Braga|2001|New J.Chem.|25|690|doi:10.1039/b009665m
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc55thm
title: CCDC 154550: Experimental Crystal Structure Determination

description: Related Article: F.Grepioni, S.Gladiali, L.Scaccianoce, P.Ribeiro, D.Braga|2001|New J.Chem.|25|690|doi:10.1039/b009665m
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc55tjn
title: CCDC 154551: Experimental Crystal Structure Determination

description: Related Article: F.Grepioni, S.Gladiali, L.Scaccianoce, P.Ribeiro, D.Braga|2001|New J.Chem.|25|690|doi:10.1039/b009665m
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc55tkp
title: CCDC 154552: Experimental Crystal Structure Determination

description: Related Article: F.Grepioni, S.Gladiali, L.Scaccianoce, P.Ribeiro, D.Braga|2001|New J.Chem.|25|690|doi:10.1039/b009665m
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25549/inscriptifact-ouc110601761
title: Persepolis Fortification Aramaic Text 442, PFAT 442

description: [Text Description:] Administrative text with seals PFS 0034 ❧ [Text or Publication Number Note:] PFAT 442, Bowman 442 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFS 0034 on reverse. ❧ [Physical Object Note:] Damage on upper edge, bottom edge.