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

description: A dataset containing 2079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notothyladaceae",
 "Country is Norway",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2079 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005231-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39ufzw
title: Occurrence Download

description: A dataset containing 5998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation, Material sample, Specimen)",
 "Geometry POLYGON((-68.204 -55.29054,-66.62537 -55.29054,-66.62537 -54.53024,-68.204 -54.53024,-68.204 -55.29054))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 5998 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017109-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tr8uy
title: Occurrence Download

description: A dataset containing 144638 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carcharhinus leucas (Müller & Henle, 1839)"
 ]
}

 The dataset includes 144638 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028561-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2cbk7
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anartia fatima venusta Fruhstorfer, 1907"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005231-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4n6q5a
title: Occurrence Download

description: A dataset containing 3162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dolabella auricularia (Lightfoot), 1786"
 ]
}

 The dataset includes 3162 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054008-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfzlbq
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is United States of America",
 "Year 1901-2017",
 "HasCoordinate is true",
 "TaxonKey is Dipodomys compactus True, 1889",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 201 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005231-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8xxxn
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix serpyllum Andersson"
 ]
}

 The dataset includes 96 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054009-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqzvvd
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bembidion argenteolum Ahrens, 1812",
 "HasCoordinate is true"
 ]
}

 The dataset includes 264 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005231-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqwzxf
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Domecia glabra Alcock, 1899"
 ]
}

 The dataset includes 100 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054014-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anwhmy
title: Occurrence Download

description: A dataset containing 419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archilochus colubris (Linnaeus, 1758)",
 "DatasetKey is Field Museum of Natural History (Zoology) Bird Collection"
 ]
}

 The dataset includes 419 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005232-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yeprc
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex tamana Steyerm."
 ]
}

 The dataset includes 120 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055767-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9zbbm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinochloa crus-galli f. crus-galli"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005232-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4h5rn
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Tejidos de anfibios y reptiles de la ventana piloto Paz de Ariporo - Hato Corozal"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042562-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxh9oh
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal"
 ]
 },
 "TaxonKey is Quercus robur subsp. robur"
 ]
}

 The dataset includes 103 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005232-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvu2xn
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra inaequifolia Elmer"
 ]
}

 The dataset includes 16 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160106-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urk7tg
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursidae",
 "Country is Mexico"
 ]
}

 The dataset includes 215 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005233-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgk632
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra hypoleuca Kraenzl."
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160098-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcvd9l
title: Occurrence Download

description: A dataset containing 568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Myriopteris lindheimeri (Hook.) J.Sm."
 ]
}

 The dataset includes 568 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005233-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epgt6k
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra incrustata B.L.Burtt"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160109-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5xka3
title: Occurrence Download

description: A dataset containing 369340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myopsida"
 ]
}

 The dataset includes 369340 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005233-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zjg8c
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limonium bahamense (Griseb.) Britton"
 ]
}

 The dataset includes 65 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160100-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8iz3k
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 209 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005233-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2escz9
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra incisa C.B.Clarke"
 ]
}

 The dataset includes 95 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160107-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aieiaq
title: Occurrence Download

description: A dataset containing 1268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2009-2017",
 "HasCoordinate is true",
 "TaxonKey is Carollia perspicillata (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1268 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005233-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85u5a4
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "Geometry POLYGON((-9.93607 40.28249,-5.49549 40.28249,-5.49549 42.05952,-9.93607 42.05952,-9.93607 40.28249))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Azolla filiculoides Lam."
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160115-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gezkn
title: Occurrence Download

description: A dataset containing 4046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procyonidae",
 "Country is Mexico"
 ]
}

 The dataset includes 4046 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005234-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnheeq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra insolita Hilliard & B.L.Burtt"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160116-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eaujy2
title: Occurrence Download

description: A dataset containing 3047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Pakistan, India, Bhutan, Bangladesh, Nepal, Sri Lanka, Afghanistan, Maldives, China, Japan, Mongolia, Korea (Democratic People’s Republic of), Korea, Republic of, Kazakhstan, Kyrgyzstan, Tajikistan, Uzbekistan, Turkmenistan, Iran (Islamic Republic of), Cyprus, Bahrain, Kuwait, Oman, Saudi Arabia, United Arab Emirates, Yemen, Iraq, Jordan, Türkiye, Chinese Taipei, Syrian Arab Republic, Armenia, Georgia, Azerbaijan, Lebanon, Israel, Palestine, State of, Egypt)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cannabis sativa L."
 ]
}

 The dataset includes 3047 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017112-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.okgesg
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON((18.23 68.26,18.23 68.47,19.09 68.47,19.09 68.26,18.23 68.26))",
 "DatasetKey is Botany (UPS)"
 ]
}

 The dataset includes 223 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005234-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh5qwr
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra integerrima B.L.Burtt"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160118-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe3baj
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neritina natalensis Reeve, 1856"
 ]
}

 The dataset includes 39 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005234-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bcdpf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra integrifolia C.B.Clarke"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160119-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtggh4
title: Occurrence Download

description: A dataset containing 158563 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hordeum vulgare L."
 ]
}

 The dataset includes 158563 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005234-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsu4aa
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ara macao (Linnaeus, 1758)"
 ]
}

 The dataset includes 168 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028546-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.opwv2w
title: Occurrence Download

description: A dataset containing 7674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Country is Mozambique",
 "Year 1932-1971"
 ]
}

 The dataset includes 7674 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005234-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uudua9
title: Occurrence Download

description: A dataset containing 1411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crocodylus moreletii (Duméril & Bibron, 1851)",
 "Year 2015-2023"
 ]
}

 The dataset includes 1411 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028541-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rlp98v
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anartia fatima venusta Fruhstorfer, 1907"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005234-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bd3nz6
title: Occurrence Download

description: A dataset containing 6165 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bassariscus astutus (Lichtenstein, 1830)"
 ]
}

 The dataset includes 6165 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033954-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13192009
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.16987739
title: Uncovering Climate Resilient Traits Through Ecological Niche Modeling of Cocoyam and Taro Wild Relatives Across Africa

description: The present dataset consists of training data, output files, and a project summary poster generated from environmental niche modelling (ENM) analyses of 68 crop wild relatives of taro (Colocasia esculenta) and cocoyam (Xanthosoma sagittifolium). Each component is seperated by crop and are provided to ensure reproducibility and further research on ecological modelling and biogeographic analyses. 

Xanthosoma & Colocasia Raw and Cleaned Data





Format: CSV




Contents: Raw data consists of original species occurrence records obtained from GBIF and iDigBio. These records include coordinates, taxonomic information, and associated metadata. No filtering or cleaning was applied beyond the initial data download. Cleaned data consists of records retained after data cleaning and spatial filtering. Records were examined for coordinate validity, spatial precision, and duplication, and further filtered to reduce sampling bias where applicable (e.g. spatial thinning). These data represent the final presence points used in model calibration and evaluatio



Xanthosoma & Colocasia Pearson Correlation Matrices for Environmental Layers





Format: CSV




Contents: Pairwise Pearson correlation coefficients calculated among environmental predictor variables for each species. 



Xanthosoma & Colocasia Current Crop and Crop Wild Relative Projections





Format: GeoTIFF (.tif)




Contents: Raster projections representing current habitat suitability for the species, as estimated by ENMs calibrated using present-day environmental variables within Africa. The GeoTIFF files contain continuous values indicating relative suitability across the modelled region.



Botany 2025 Poster





Format: PDF (.pdf)




Contents: Overview of ENM project including background, workflow, results, and future directions.
DOI: 10.5281/zenodo.16987738
title: Uncovering Climate Resilient Traits Through Ecological Niche Modeling of Cocoyam and Taro Wild Relatives Across Africa

description: The present dataset consists of training data, output files, and a project summary poster generated from environmental niche modelling (ENM) analyses of 68 crop wild relatives of taro (Colocasia esculenta) and cocoyam (Xanthosoma sagittifolium). Each component is seperated by crop and are provided to ensure reproducibility and further research on ecological modelling and biogeographic analyses. 

Xanthosoma & Colocasia Raw and Cleaned Data





Format: CSV




Contents: Raw data consists of original species occurrence records obtained from GBIF and iDigBio. These records include coordinates, taxonomic information, and associated metadata. No filtering or cleaning was applied beyond the initial data download. Cleaned data consists of records retained after data cleaning and spatial filtering. Records were examined for coordinate validity, spatial precision, and duplication, and further filtered to reduce sampling bias where applicable (e.g. spatial thinning). These data represent the final presence points used in model calibration and evaluatio



Xanthosoma & Colocasia Pearson Correlation Matrices for Environmental Layers





Format: CSV




Contents: Pairwise Pearson correlation coefficients calculated among environmental predictor variables for each species. 



Xanthosoma & Colocasia Current Crop and Crop Wild Relative Projections





Format: GeoTIFF (.tif)




Contents: Raster projections representing current habitat suitability for the species, as estimated by ENMs calibrated using present-day environmental variables within Africa. The GeoTIFF files contain continuous values indicating relative suitability across the modelled region.



Botany 2025 Poster





Format: PDF (.pdf)




Contents: Overview of ENM project including background, workflow, results, and future directions.