cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7up72n
title: Occurrence Download

description: A dataset containing 4466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Actions Natura 2000-Données invertébrés dans le cadre de la participation au réseau N2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 4466 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217421-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9tdya
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Système d'Information sur la Nature et les Paysages d'Ile de France - Etude mise au grand Gabarit Seine amont – Hydrosphère",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226888-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nea85
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum lineare Thunb."
 ]
}

 The dataset includes 731 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122520-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t48jq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is Donauinsel des BN bei Entau",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220841-230224095556074/datasets/export for details.
DOI: 10.15468/dl.9gh7y9
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Réserves Naturelles de France (RNF) - RNF - Association Loiret Nature Environnement",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 435 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226882-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5p3ak
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Biotope in Rheine - Aktion 350",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 93 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217419-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8v4mg7
title: Occurrence Download

description: A dataset containing 2346 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum litoreum Guss."
 ]
}

 The dataset includes 2346 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122522-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azf9v5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de Michel GERVAIS",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220830-230224095556074/datasets/export for details.
DOI: 10.15468/dl.79g2xn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de Christel PLATEL",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220831-230224095556074/datasets/export for details.
DOI: 10.15468/dl.gxd3qw
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fimbristylis gigantea Kük."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217424-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzst9e
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctictis binturong (Raffles, 1821)"
 ]
}

 The dataset includes 472 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226891-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxp5y5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum longyanense K.T.Fu"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122525-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwzbc3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is Plateforme AUVERGNE-DREAL Auvergne-Enquête DREAL Auvergne Bivalves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220835-230224095556074/datasets/export for details.
DOI: 10.15468/dl.yu5vct
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fimbristylis gentarea Govind."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217420-230224095556074/datasets/export for details.
DOI: 10.15468/dl.hdstnw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de Loïc SALAUN",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220842-230224095556074/datasets/export for details.
DOI: 10.15468/dl.zz9qv8
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum lucidum R.T.Clausen"
 ]
}

 The dataset includes 32 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122527-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3hdhd
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Enquête nationale Écrevisses - Données d'observation d'écrevisses exotiques envahissantes en Provence Alpes Côte d'Azur et Corse sur la période 2014 à 2018",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 80 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226894-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jfpan
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is Faune exotique envahissante d'Auvergne - Observations d'espèces animales exotiques envahissantes en Auvergne",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220837-230224095556074/datasets/export for details.
DOI: 10.15468/dl.ayz5fp
title: Occurrence Download

description: A dataset containing 89100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is ArtenFinder",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 89100 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217423-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f5wju
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is Numérisation des données faune contenues dans les Bulletins de la Société Linnéenne de Bordeaux-Bulletin de la Société Linnéenne de Bordeaux, Tome 145 (N.S) n° 38 (2), 2010 - Données faune",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220838-230224095556074/datasets/export for details.
DOI: 10.5281/zenodo.10944692
title: ECOCLIMAP-SG+: an agreement-based high-resolution land use land cover dataset for meteorological modelling

description:  

 

ECOCLIMAP-SG+ is a new 60 m land use land cover dataset, which covers a continental domain, and represents the 33 labels of the original ECOCLIMAP-SG dataset. ECOCLIMAP-SG is used in HARMONIE-AROME, the numerical weather prediction model used operationally by Met Éireann and other national meteorological services. ECOCLIMAP-SG+ was created using an agreement-based method to combine information from many maps to overcome variations in semantic and geographical coverage, resolutions, formats, accuracies, and representative periods. In addition to ECOCLIMAP-SG+, the process generates an agreement score map, which estimates the uncertainty of the land cover labels in ECOCLIMAP-SG+ at each location in the domain.Using a set of primary labels, ECOCLIMAP-SG+ outperforms ECOCLIMAP-SG regarding the F1-score against LUCAS 2022 over Europe and the Irish national land cover 2018 dataset. Similarly, it outperforms the Icelandic version of ECOCLIMAP-SG for most of the represented secondary labels. ECOCLIMAP-SG+ can be further improved by including new maps once they become available.

 

Code:

The code used to create ECOSG+ is available on Gitlab. The notebook example/Create\_download\_mstar.ipynb and example/Assemble\_maps.ipynb can be ran in Google Colab but one must first sign up for a Google Earth Engine account to run the code.

The assembly code requires ECOCLIMAP-SG which is available through CNRM 

 

Contents:

Each zip file contains 100 tiles covering the EURAT domain (longitudes: -32 to 42 degrees, latitudes: 20 to 72 degrees). Each tif file has a resolution of 60m.



quality_score_map.zip:  The agreement quality score.

best-guess_map.zip : The so-called best-guest map which represents the label with the highest quality score for each pixel.

ecosg_plus.zip: ECOCLIMAP-SG+ map over the Eurat domain divided in 100 .tif files degrees). This map is a composition of the best-guess map where the quality score is greater than 52.5% and ECOCLIMAP-SG everywhere else.


 

Labels:

 






1. Sea and oceans





2. Lakes





3. Rivers





4. Bare land





5. Rocks





6. Permanent snow and ice





7. Boreal broadleaf deciduous





8. Temperate broadleaf deciduous





9. Tropical broadleaf deciduous





10 .Temperate broadleaf evergreen 





11. Tropical broadleaf evergreen





12. Boreal needleleaf evergreen





13. Temperate needleleaf evergreen





14. Boreal needleleaf deciduous





15. Shrubs





16. Boreal grassland





17 .Temperate grassland





18. Tropical grassland





19. Winter C3 crops





20. Summer C3 crops





21.C4 crops





22. Flooded trees





23. Flooded grassland





24. LCZ1: compact high-rise





25. LCZ2: compact mid rise





26. LCZ3: compact low-rise





27. LCZ4: open high-rise





28. LCZ5: open midrise





29. LCZ6: open low-rise





30 .LCZ7: lightweight low-rise





31. LCZ8: large low-rise





32. LCZ9:sparsely built





33. LCZ10: heavy industry
DOI: 10.5281/zenodo.11517903
title: ECOCLIMAP-SG+: an agreement-based high-resolution land use land cover dataset for meteorological modelling

description:  

 

ECOCLIMAP-SG+ is a new 60 m land use land cover dataset, which covers a continental domain, and represents the 33 labels of the original ECOCLIMAP-SG dataset. ECOCLIMAP-SG is used in HARMONIE-AROME, the numerical weather prediction model used operationally by Met Éireann and other national meteorological services. ECOCLIMAP-SG+ was created using an agreement-based method to combine information from many maps to overcome variations in semantic and geographical coverage, resolutions, formats, accuracies, and representative periods. In addition to ECOCLIMAP-SG+, the process generates an agreement score map, which estimates the uncertainty of the land cover labels in ECOCLIMAP-SG+ at each location in the domain.Using a set of primary labels, ECOCLIMAP-SG+ outperforms ECOCLIMAP-SG regarding the F1-score against LUCAS 2022 over Europe and the Irish national land cover 2018 dataset. Similarly, it outperforms the Icelandic version of ECOCLIMAP-SG for most of the represented secondary labels. ECOCLIMAP-SG+ can be further improved by including new maps once they become available.

 

Code:

The code used to create ECOSG+ is available on Gitlab. The notebook example/Create\_download\_mstar.ipynb and example/Assemble\_maps.ipynb can be ran in Google Colab but one must first sign up for a Google Earth Engine account to run the code.

The assembly code requires ECOCLIMAP-SG which is available through CNRM 

 

Contents:

Each zip file contains 100 tiles covering the EURAT domain (longitudes: -32 to 42 degrees, latitudes: 20 to 72 degrees). Each tif file has a resolution of 60m.



quality_score_map.zip:  The agreement quality score.

best-guess_map.zip : The so-called best-guest map which represents the label with the highest quality score for each pixel.

ecosg_plus.zip: ECOCLIMAP-SG+ map over the Eurat domain divided in 100 .tif files degrees). This map is a composition of the best-guess map where the quality score is greater than 52.5% and ECOCLIMAP-SG everywhere else.


 

Labels:

 






1. Sea and oceans





2. Lakes





3. Rivers





4. Bare land





5. Rocks





6. Permanent snow and ice





7. Boreal broadleaf deciduous





8. Temperate broadleaf deciduous





9. Tropical broadleaf deciduous





10 .Temperate broadleaf evergreen 





11. Tropical broadleaf evergreen





12. Boreal needleleaf evergreen





13. Temperate needleleaf evergreen





14. Boreal needleleaf deciduous





15. Shrubs





16. Boreal grassland





17 .Temperate grassland





18. Tropical grassland





19. Winter C3 crops





20. Summer C3 crops





21.C4 crops





22. Flooded trees





23. Flooded grassland





24. LCZ1: compact high-rise





25. LCZ2: compact mid rise





26. LCZ3: compact low-rise





27. LCZ4: open high-rise





28. LCZ5: open midrise





29. LCZ6: open low-rise





30 .LCZ7: lightweight low-rise





31. LCZ8: large low-rise





32. LCZ9:sparsely built





33. LCZ10: heavy industry
DOI: 10.15468/dl.64krem
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum macdougallii Moran"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122533-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y3328
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Enquête nationale Écrevisses - Données d'observation d'écrevisses exotiques envahissantes en Occitanie sur la période 2014 à 2018",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 410 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226899-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5q8bra
title: Occurrence Download

description: A dataset containing 1605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Inventaires des écrevisses d'Aquitaine par l'Association Régionale des Fédérations de Pêche et de Protection du Milieu Aquatique d’Aquitaine (ARFA).-Données d'inventaires des populations d'écrevisses exotiques et indigènes",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 1605 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217428-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sz6c36
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fritillaria ×spetsiotica Kamari"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220832-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcmysp
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum madrense S.Watson"
 ]
}

 The dataset includes 45 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122534-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69htjs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is EDP Foz Tua: Bivalvia – Complementary Studies [2011]",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220843-230224095556074/datasets/export for details.
DOI: 10.15468/dl.fpku9q
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium balgooyi Veldkamp"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226913-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7f425
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fimbristylis lanata Roem. & Schult."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217504-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zhjup
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is CardObs : Observations naturalistes issues de l'outil CardObs-Inventaires malacologiques en Pays de Savoie",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220833-230224095556074/datasets/export for details.
DOI: 10.15468/dl.uycp9c
title: Occurrence Download

description: A dataset containing 639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ixophorus unisetus (J.Presl) Schltdl.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 639 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068860-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.