cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.a6sy4j
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "TaxonKey is Pinus devoniana",
 "Year 2010-2025"
 ]
}

 The dataset includes 46 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019436-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uup7k
title: Occurrence Download

description: A dataset containing 4772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS.75_1",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 4772 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019438-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbuewa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turbonilla montezuma",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019440-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7k8bnv
title: Occurrence Download

description: A dataset containing 11487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Purshia tridentata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11487 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019441-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sb3yk
title: Occurrence Download

description: A dataset containing 5124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Continent is Oceania",
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Dasyurus viverrinus"
 ]
}

 The dataset includes 5124 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019442-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28187990.v19
title: Matbench Discovery - Model Predictions for Discovery

description: This dataset contains model predictions from various models evaluated on the Matbench Discovery benchmark for the discovery task. Task description: Predicting ground state energies of unrelaxed structures For more information about the benchmark and models, visit: https://github.com/janosh/matbench-discovery.
DOI: 10.15468/dl.ndt5zq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turbonilla nereia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019444-251120083545085/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/13939177
title: Job Market Analysis Dataset – India (2025)
DOI: 10.15468/dl.xzsu8r
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ototyphlonemertes correae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019447-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuq24y
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Yunganastes ashkapara"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019449-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.defxtu
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Locality is Vilnius",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 80 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019450-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ncntg
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Teratohyla pulverata"
 ]
}

 The dataset includes 304 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019451-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkdn7m
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turbonilla theona",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019452-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uj2dvh
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sclerophrys brauni"
 ]
}

 The dataset includes 226 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019454-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17677802
title: SOBLLES: A Salty Ocean Boundary Layer Large-Eddy Simulations Dataset

description: A large-eddy simulation dataset for vertical mixing processes in the ocean surface boundary layer with realistic oceanic equation of state, run using Oceananigans.jl, a highly performant, user-friendly, GPU-accelerated finite volume ocean solver (Wagner et al., 2025).

This dataset suite is used for the calibration, validation and testing of NORi: an ML-informed ocean boundary layer parameterization. See this repository for details about NORi.
DOI: 10.5281/zenodo.16278000
title: SOBLLES: A Salty Ocean Boundary Layer Large-Eddy Simulations Dataset

description: A large-eddy simulation dataset for vertical mixing processes in the ocean surface boundary layer with realistic oceanic equation of state, run using Oceananigans.jl, a highly performant, user-friendly, GPU-accelerated finite volume ocean solver (Wagner et al., 2025).

This dataset suite is used for the calibration, validation and testing of NORi: an ML-informed ocean boundary layer parameterization. See this repository for details about NORi.
DOI: 10.6084/m9.figshare.28187990.v20
title: Matbench Discovery - Model Predictions for Discovery

description: This dataset contains model predictions from various models evaluated on the Matbench Discovery benchmark for the discovery task. Task description: Predicting ground state energies of unrelaxed structures For more information about the benchmark and models, visit: https://github.com/janosh/matbench-discovery.
DOI: 10.15468/dl.vewarh
title: Occurrence Download

description: A dataset containing 1404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Locality is Warszawa",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 1404 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019455-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jud7fp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerithiopsis willetti",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019457-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17773383
title: Analyzed data
DOI: 10.5281/zenodo.17773384
title: Analyzed data
DOI: 10.5281/zenodo.17605194
title: Data Companion for NORiOceanParameterization.jl

description: This is the data source for the figures which are plotted in NORiOceanParameterization.jl repository.
DOI: 10.5281/zenodo.17605195
title: Data Companion for NORiOceanParameterization.jl

description: This is the data source for the figures which are plotted in NORiOceanParameterization.jl repository.
DOI: 10.15468/dl.a9na5q
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.19.10_1, CHN.19.10.1_1)",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 51 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019458-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djx3dj
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019459-251120083545085/datasets/export for details.
DOI: 10.15468/dl.n7hwrs
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pithecopus megacephalus"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019460-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.323b97
title: Occurrence Download

description: A dataset containing 2809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Espadarana prosoblepon"
 ]
}

 The dataset includes 2809 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019462-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ck5sag
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019463-251120083545085/datasets/export for details.
DOI: 10.15468/dl.exybrc
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Walkerana phrynoderma"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019465-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpnmm7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019466-251120083545085/datasets/export for details.
DOI: 10.15468/dl.tzd9xx
title: Occurrence Download

description: A dataset containing 527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.30211 32.24643,119.84208 32.24643,119.84208 32.57298,119.30211 32.57298,119.30211 32.24643))",
 "HasGeospatialIssue is false",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 527 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019469-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkxdtt
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Megophrys binchuanensis"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019470-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zfac3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oerstedia fuscosparsa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019471-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.23790.68164
title: RRR-E001-GHESAH PLOTTING SOFTWARE The Story of Beginning Research and Getting on the Track of Knowledge A. The Story of the Plotting Software
DOI: 10.15468/dl.e3paan
title: Occurrence Download

description: A dataset containing 6699 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ARM.4_1",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 6699 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019473-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynaw3p
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sclerophrys asmarae"
 ]
}

 The dataset includes 59 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019475-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17766363
title: Global Area Equipped for Irrigation in the 21st Century (2000– )

description: The latest AEI dataset is an update of the Global Area Equipped for Irrigation Dataset, 1900–2015. In this version, we used the most recent subnational irrigation statistics from various official sources to produce a gridded global dataset of Area Equipped for Irrigation (AEI) at 5-arcminute resolution for the years 2000, 2005, 2010, 2015, and 2020. The current release incorporates the latest available information for all countries and includes newly developed maps for the year 2020.

For each reference year, the dataset contains six maps, with each map representing a specific scenario based on the cropland data layer used—either consistent with agricultural statistics or HYDE land cover. All spatial layers are provided in WGS84 geographic coordinates (longitude/latitude), with the following specifications:

Extent (X): −180° to +180°Extent (Y): −90° to +90°Spatial resolution: 5 arcminutes (0.083333 decimal degrees)Coordinate reference system: WGS84 (EPSG:4326)Units: area (hectares)
DOI: 10.5281/zenodo.17766364
title: Global Area Equipped for Irrigation in the 21st Century (2000– )

description: The latest AEI dataset is an update of the Global Area Equipped for Irrigation Dataset, 1900–2015. In this version, we used the most recent subnational irrigation statistics from various official sources to produce a gridded global dataset of Area Equipped for Irrigation (AEI) at 5-arcminute resolution for the years 2000, 2005, 2010, 2015, and 2020. The current release incorporates the latest available information for all countries and includes newly developed maps for the year 2020.

For each reference year, the dataset contains six maps, with each map representing a specific scenario based on the cropland data layer used—either consistent with agricultural statistics or HYDE land cover. All spatial layers are provided in WGS84 geographic coordinates (longitude/latitude), with the following specifications:

Extent (X): −180° to +180°Extent (Y): −90° to +90°Spatial resolution: 5 arcminutes (0.083333 decimal degrees)Coordinate reference system: WGS84 (EPSG:4326)Units: area (hectares)
DOI: 10.15468/dl.xaepwg
title: Occurrence Download

description: A dataset containing 110919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus coccifera",
 "HasCoordinate is true"
 ]
}

 The dataset includes 110919 records from 336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019445-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4w9wkc
title: Occurrence Download

description: A dataset containing 195839 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteropodidae"
 ]
}

 The dataset includes 195839 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080869-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpbibk
title: Occurrence Download

description: A dataset containing 1067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "TaxonKey is Hyaena hyaena (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1067 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003661-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2n52g
title: Occurrence Download

description: A dataset containing 88148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Cardellina pusilla (A.Wilson, 1811)",
 "Year 1960-2021"
 ]
}

 The dataset includes 88148 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080867-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7puzyp
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma viscosum (Gilg & R.E.Fr.) Desc. ex Wild & R.B.Drumm."
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159289-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwgj5r
title: Occurrence Download

description: A dataset containing 101238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Loranthaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 101238 records from 381 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003661-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxx8kt
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((31.0107 50.08626,30.98653 50.04945,31.08705 50.0099,31.12276 50.04396,31.0107 50.08626))"
 ]
}

 The dataset's 6 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078578-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqyvvj
title: Occurrence Download

description: A dataset containing 876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Comparación de grupos faunísticos polinizadores y dispersores de semillas en dos ecosistemas Altoandinos de Bogotá, D.C."
 ]
}

 The dataset includes 876 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042339-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se8b9t
title: Occurrence Download

description: A dataset containing 825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Halyomorpha halys (Stål, 1855)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 825 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003661-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.