cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mugzc9
title: Occurrence Download

description: A dataset containing 218201 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scolopax minor J.F.Gmelin, 1789"
 ]
}

 The dataset includes 218201 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257350-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bptm4s
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solenostoma decolor (Schiffn.) R.M.Schust. ex Váňa, Hentschel & Heinrichs"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233407-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzfvr2
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is mcz",
 "TaxonKey is Phyllotis limatus Thomas, 1912"
 ]
}

 The dataset includes 47 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010830-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.925c67
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ipomoea fimbriosepala Choisy"
 ]
}

 The dataset includes 20 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004327-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69ehc7
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Catostomus santaanae (Snyder, 1908)"
 ]
}

 The dataset includes 209 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196335-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.verokq
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Monstera praetermissa E.G.Gonç. & Temponi",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 57 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010831-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dcss5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "TaxonKey is Asterias amurensis Lutken, 1871"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275818-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66ezpr
title: Occurrence Download

description: A dataset containing 864492 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chordeiles minor (J.R.Forster, 1771)"
 ]
}

 The dataset includes 864492 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050664-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/2pta-zbgt
title: Measurement of Ozone at Pico, Azores

description: Measurement of Ozone at Pico, Azores
DOI: 10.5281/zenodo.18174198
title: Subdataset of 100 Retinal Ganglion Cells Responses to Natural Movie Stimuli

description: This dataset contains multi-electrode array (MEA) recordings from 100 retinal ganglion cells responding to natural movie stimuli. Due to size, a subset of the stimuli is hosted in a separate Zenodo repository.

Response Data (cells_folder/): 100 MATLAB files (cell_*.mat), each containing:

spike_times: Neural spike times in millisecondsreceptive_field_mask: Binary spatial mask (432×432 pixels) indicating receptive field locationreceptive_field_coords: Spatial coordinates of the receptive field

some technical specifications:



Stimulus resolution: 72×72 pixels

Frame rate: 60 Hz (150 frames per 2.5-second clip)

Spike timing precision: ~1 millisecond

Recording method: Multi-electrode array with UV (385nm) and green (520nm) LED stimulation


This recording provides a valuable resource for investigating neural coding mechanisms in the retina under naturalistic viewing conditions.
DOI: 10.57702/tidat878
title: Small-signal stability in inverter-dominated grids

description: The IEEE WSCC 9 Bus test system, PowerSimulationsDynamics.jl, and various line models and parameters.
DOI: 10.5281/zenodo.18174197
title: Subdataset of 100 Retinal Ganglion Cells Responses to Natural Movie Stimuli

description: This dataset contains multi-electrode array (MEA) recordings from 100 retinal ganglion cells responding to natural movie stimuli. Due to size, a subset of the stimuli is hosted in a separate Zenodo repository.

Response Data (cells_folder/): 100 MATLAB files (cell_*.mat), each containing:

spike_times: Neural spike times in millisecondsreceptive_field_mask: Binary spatial mask (432×432 pixels) indicating receptive field locationreceptive_field_coords: Spatial coordinates of the receptive field

some technical specifications:



Stimulus resolution: 72×72 pixels

Frame rate: 60 Hz (150 frames per 2.5-second clip)

Spike timing precision: ~1 millisecond

Recording method: Multi-electrode array with UV (385nm) and green (520nm) LED stimulation


This recording provides a valuable resource for investigating neural coding mechanisms in the retina under naturalistic viewing conditions.
DOI: 10.57702/gni4mbaz
title: Cardiac Growth and Remodeling Parameters

description: A dataset of cardiac growth and remodeling parameters, including mass fractions, Cauchy stresses, and wall thickness.
DOI: 10.57702/cy280wqo
title: One-Pixel Shortcut

description: One-Pixel Shortcut (OPS) is a data protection method that perturbs only one pixel in each image.
DOI: 10.57702/3qf38r9f
title: TED

description: The dataset is used for document-level neural machine translation. It contains 0.23M training sentences, 0.31M development sentences, and 0.21M test sentences.
DOI: 10.57702/c29ub2fp
title: Kaggle display advertising challenge dataset

description: The Kaggle display advertising challenge dataset.
DOI: 10.57702/zdh6i0ga
title: Amharic Sentiment Analysis

description: Exploring Amharic sentiment analysis from social media texts: Building annotation tools and classification models
DOI: 10.57702/w8jqwgje
title: METAPALETTE

description: The software implementing MetaPalette is available at: https://github.com/dkoslicki/MetaPalette. Pre-trained databases are included for Archaea, Bacteria, Eukaryota, and viruses.
DOI: 10.57702/3h59znzx
title: Botswana dataset

description: Hyperspectral remote sensing images have high dimensionality and a large number of channels with substantial redundancy between channels. The training data for classifying HSRS images is limited and the amount of available training data is much smaller compared to other classification tasks.
DOI: 10.57702/blcf179t
title: Entanglement Generation Dataset

description: The dataset used for entanglement generation and unitary compilation tasks.
DOI: 10.15468/dl.kqn8mm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 0,60 0,60 30,30 30,30 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064501-250920141307145/datasets/export for details.
DOI: 10.15468/dl.48styg
title: Occurrence Download

description: A dataset containing 4003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus echinata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4003 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064502-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53askm
title: Occurrence Download

description: A dataset containing 3870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hybognathus nuchalis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3870 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064505-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5zgrn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 0,30 0,30 30,0 30,0 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064504-250920141307145/datasets/export for details.
DOI: 10.15468/dl.uasqg6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trochodendron aralioides",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064506-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15489230
title: FORMS-T: Forest Multiple Source height, wood volume, and biomass time-series (2018-2024) in France at 10 to 30 m resolution

description: This dataset contains national-scale forest attribute maps over France (2018-2024): 





FORMS-T Height: Canopy height map at 10 m resolution. Units are in centimeters (10⁻² m).




FORMS-T Above-Ground Biomass: Biomass map at 30 m resolution. Units are in megagrams per hectare (Mg ha⁻¹).




FORMS-T Growing Stock Volume: Wood volume map at 30 m resolution (WVD files). Units are in cubic meters per hectare (m³ ha⁻¹).



For detailed methodology and validation, please refer to the associated publication (https://doi.org/10.1016/j.rse.2025.114959).

Recommended usage: The products can also be visualized and accessed in Python without downloading, via the following Spatio-Temporal Asset Catalog (STAC): https://browser.stac.teledetection.fr/collections/forms-t. A Python code snippet to access and use the data via STAC is available here.

Alternatively, the products can be downloaded as .tif files directly from this Zenodo repository. Products can also be visualized in QGIS following the instructions provided in the CDS Theia Montpellier catalog or by adding XYZ tiles directly.
DOI: 10.5281/zenodo.15489231
title: FORMS-T: Forest Multiple Source height, wood volume, and biomass time-series (2018-2024) in France at 10 to 30 m resolution

description: This dataset contains national-scale forest attribute maps over France (2018-2024): 





FORMS-T Height: Canopy height map at 10 m resolution. Units are in centimeters (10⁻² m).




FORMS-T Above-Ground Biomass: Biomass map at 30 m resolution. Units are in megagrams per hectare (Mg ha⁻¹).




FORMS-T Growing Stock Volume: Wood volume map at 30 m resolution (WVD files). Units are in cubic meters per hectare (m³ ha⁻¹).



For detailed methodology and validation, please refer to the associated publication (https://doi.org/10.1016/j.rse.2025.114959).

Recommended usage: The products can also be visualized and accessed in Python without downloading, via the following Spatio-Temporal Asset Catalog (STAC): https://browser.stac.teledetection.fr/collections/forms-t. A Python code snippet to access and use the data via STAC is available here.

Alternatively, the products can be downloaded as .tif files directly from this Zenodo repository. Products can also be visualized in QGIS following the instructions provided in the CDS Theia Montpellier catalog or by adding XYZ tiles directly.
DOI: 10.5281/zenodo.17302097
title: code
DOI: 10.5281/zenodo.17302096
title: code
DOI: 10.15468/dl.ddr2t2
title: Occurrence Download

description: A dataset containing 31065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suliformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 -30,120 -30,120 0,90 0,90 -30))"
 ]
}

 The dataset includes 31065 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064508-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hfpkw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larix marschlinsii",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064510-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w972fv
title: Occurrence Download

description: A dataset containing 9362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 0,-30 0,-30 30,-60 30,-60 0))"
 ]
}

 The dataset includes 9362 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064511-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcs4vt
title: Occurrence Download

description: A dataset containing 974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larix marschlinsii",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 974 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064512-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xug8ca
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 0,0 0,0 30,-30 30,-30 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064509-250920141307145/datasets/export for details.
DOI: 10.15468/dl.n5b9kk
title: Occurrence Download

description: A dataset containing 61711 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paeonia"
 ]
}

 The dataset includes 61711 records from 790 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064450-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.space.03095
title: Dataset for "A semi-empirical framework for Dst prediction based on global MHD simulation of Earth's magnetosphere"
title: Dataset for "A semi-empirical framework for Dst prediction based on global MHD simulation of Earth's magnetosphere"

description: Here we present the datasets used in the paper "A semi-empirical framework for Dst prediction based on global MHD simulation of Earth's magnetosphere".Detailed descriptions of the results can be found in the paper.
description: Here we present the datasets used in the paper "A semi-empirical framework for Dst prediction based on global MHD simulation of Earth's magnetosphere".Detailed descriptions of the results can be found in the paper.
DOI: 10.5281/zenodo.15261953
title: The hydrochemical and isotopic data in Poyang Lake Basin

description: Groundwater hydrochemical and isotopic data in Poyang Lake Basin.
DOI: 10.5281/zenodo.6674214
title: The hydrochemical and isotopic data in Poyang Lake Basin

description: Groundwater hydrochemical and isotopic data in Poyang Lake Basin.
DOI: 10.6084/m9.figshare.30315997
title: Testosterone CAD MR supplementary tables

description: Mendelian randomisation of testosterone levels in men and women to coronary artery disease risk
DOI: 10.6084/m9.figshare.30315997.v1
title: Testosterone CAD MR supplementary tables

description: Mendelian randomisation of testosterone levels in men and women to coronary artery disease risk
DOI: 10.15468/dl.qyuwjy
title: Occurrence Download

description: A dataset containing 5909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus elliottii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5909 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064515-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2phce
title: Occurrence Download

description: A dataset containing 301821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suliformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 -30,30 -30,30 0,0 0,0 -30))"
 ]
}

 The dataset includes 301821 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064464-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chmhnz
title: Occurrence Download

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

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064516-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uze88
title: Occurrence Download

description: A dataset containing 9771 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moxostoma erythrurum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9771 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064518-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smfcgq
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otostegia limbata"
 ]
}

 The dataset includes 66 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064517-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48573/s6fm-y844
title: Interviews on AV ethics with Swiss and international experts
DOI: 10.48573/ctmc-3f57
title: Interviews on AV ethics with Swiss and international experts
DOI: 10.15468/dl.mxzktg
title: Occurrence Download

description: A dataset containing 20917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 0,-90 0,-90 30,-120 30,-120 0))"
 ]
}

 The dataset includes 20917 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064521-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17301963
title: Tidal Datum Indonesia
DOI: 10.5281/zenodo.17301964
title: Tidal Datum Indonesia
DOI: 10.34740/kaggle/dsv/13309261
title: Health Workforce Shortage Areas
DOI: 10.15468/dl.36k29s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea breweriana",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064522-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmesym
title: Occurrence Download

description: A dataset containing 162029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suliformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 -30,60 -30,60 0,30 0,30 -30))"
 ]
}

 The dataset includes 162029 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064465-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.