cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18481660
title: Bewertung der netztechnischen Auswirkungen von Wärmepumpen in der urbanen, kommunalen Wärmeversorgung (data)

description: Full dataset for the publication Bewertung der netztechnischen Auswirkungen von Wärmepumpen in der urbanen, kommunalen Wärmeversorgung at the 19. Symposium Energieinnovation (11-13 February 2026). This includes:



Input files (scenario and configuration file)

Input data files (e.g. car consumption or PV generation)

Result files (HDF5 data)
DOI: 10.5281/zenodo.18481661
title: Bewertung der netztechnischen Auswirkungen von Wärmepumpen in der urbanen, kommunalen Wärmeversorgung (data)

description: Full dataset for the publication Bewertung der netztechnischen Auswirkungen von Wärmepumpen in der urbanen, kommunalen Wärmeversorgung at the 19. Symposium Energieinnovation (11-13 February 2026). This includes:



Input files (scenario and configuration file)

Input data files (e.g. car consumption or PV generation)

Result files (HDF5 data)
DOI: 10.34894/seaf4r
title: Hormesis in Hockey

description: Data accompanying the manuscript: Scaling Dose-Response Profiles to Sports Performance – Identifying Hormesis and Challenge Points in a Field Hockey Shooting Task
DOI: 10.6084/m9.figshare.31252111
title: <b>Raw data used to reproduce the research results of the SCEAF-UNet model</b>

description: This repository provides raw data evaluated on the Synapse and ACDC datasets to support the reproducibility and transparency of experimental results reported in the paper “Medical image segmentation based on spatial-channel feature enhancement and adaptive fusion.”
DOI: 10.6084/m9.figshare.31252111.v1
title: <b>Raw data used to reproduce the research results of the SCEAF-UNet model</b>

description: This repository provides raw data evaluated on the Synapse and ACDC datasets to support the reproducibility and transparency of experimental results reported in the paper “Medical image segmentation based on spatial-channel feature enhancement and adaptive fusion.”
DOI: 10.34894/0nyqg7
title: Simulation to compare p-values, effect sizes, and points to assess the home advantage in sports

description: The three files contain the simulated data for a 20-team season in soccer based on normal distributions. The data contains one example of match outcomes accompanied by the script to generate and analyze the data.
DOI: 10.34740/kaggle/dsv/14731802
title: Dataset wheat_crop
DOI: 10.15468/dl.ehgbtr
title: Occurrence Download

description: A dataset containing 210518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "Month is one of (January, February, March, April, May)",
 "OccurrenceStatus is Present",
 "TaxonKey is Motacilla alba"
 ]
}

 The dataset includes 210518 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011746-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18715/ipgp.2026.mkzt1as1
title: Data of "Investigations of Co(II) to Co(III) oxidation mechanisms at Fe3-δO4 nanoparticle surface"

description: Data of "Investigations of Co(II) to Co(III) oxidation mechanisms at Fe3-δO4 nanoparticle surface". Text files contain raw Quick-XAS spectra at Co and Fe K-edge recorded every 50s, and reference spectra. Excel files contain (i) XAS and XMCD data at Co and Fe L2,3-edges and (ii) XRD data, presented in the manuscript.
DOI: 10.15468/dl.kckas2
title: Occurrence Download

description: A dataset listing the 444 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.94664 47.3339,0.945 47.3302,0.94726 47.32664,0.94167 47.32644,0.94505 47.32537,0.94454 47.32459,0.94571 47.32368,0.94395 47.3224,0.94455 47.32119,0.94093 47.31774,0.94068 47.31615,0.94319 47.31279,0.93738 47.31021,0.93823 47.30497,0.93542 47.30392,0.9373 47.30244,0.93644 47.30117,0.94012 47.29913,0.93962 47.29862,0.94131 47.29707,0.94065 47.29626,0.94277 47.29513,0.94206 47.29418,0.94698 47.29315,0.95198 47.29508,0.96334 47.28906,0.97075 47.29417,0.97408 47.29806,0.97782 47.29601,0.97836 47.29483,0.98466 47.29279,0.98792 47.29281,0.99038 47.29443,0.99021 47.29152,0.99636 47.28343,1.00182 47.28216,1.0085 47.28242,1.00836 47.27782,1.01156 47.26824,1.0183 47.26938,1.01946 47.27006,1.0244 47.28488,1.02771 47.2891,1.02668 47.29008,1.03256 47.29213,1.03416 47.29694,1.02743 47.29782,1.02977 47.29985,1.03017 47.3035,1.02466 47.30412,1.02507 47.3053,1.02241 47.30596,1.02647 47.31101,1.02361 47.31376,1.02611 47.31915,1.02808 47.32807,1.00235 47.32872,0.98909 47.33121,0.96683 47.33078,0.94664 47.3339))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2015-2026"
 ]
}

 The dataset's 444 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011784-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qammtw
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucadendron chamelaea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 108 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011807-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnxhvn
title: Occurrence Download

description: A dataset listing the 628729 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 628729 records were derived from 7989 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011792-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gsneg
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bathykurila guaymasensis Pettibone, 1989"
 ]
}

 The dataset includes 63 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196318-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf5vw5
title: Occurrence Download

description: A dataset containing 10471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Solenopsis invicta Buren, 1972"
 ]
}

 The dataset includes 10471 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050683-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkzvpq
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monochamus clamator rubigineus Bates, 1880)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050684-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvzmsg
title: Occurrence Download

description: A dataset containing 659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tragopan temminckii (J.E.Gray, 1831)"
 ]
}

 The dataset includes 659 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279940-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.alzhbt
title: Occurrence Download

description: A dataset containing 34652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "Year 1990-2019",
 "Geometry POLYGON((-8.5611 41.63064,-7.68768 41.63064,-7.68768 42.19882,-8.5611 42.19882,-8.5611 41.63064))",
 "HasCoordinate is true",
 "TaxonKey is Passeriformes",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34652 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010824-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pycco4
title: Occurrence Download

description: A dataset containing 2267 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pueraria lobata (Willd.) Ohwi"
 ]
}

 The dataset includes 2267 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003545-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sczr2k
title: Occurrence Download

description: A dataset containing 66559 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchospora alba (L.) Vahl"
 ]
}

 The dataset includes 66559 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216424-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqjwjt
title: Occurrence Download

description: A dataset containing 140561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chordeiles acutipennis (Hermann, 1783)"
 ]
}

 The dataset includes 140561 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050662-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94cfgn
title: Occurrence Download

description: A dataset containing 6918 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Brazil",
 "Country is Bolivia (Plurinational State of)",
 "Country is Paraguay"
 ]
 },
 "TaxonKey is Protium heptaphyllum (Aubl.) Marchand"
 ]
}

 The dataset includes 6918 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279961-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aszd8k
title: Occurrence Download

description: A dataset containing 940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Plant",
 "TaxonKey is Prunus serrulata Lindl."
 ]
}

 The dataset includes 940 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244548-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8txra
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Tropicos MO Specimen Data",
 "TaxonKey is Salvia amplifrons Briq."
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010826-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmkfap
title: Occurrence Download

description: A dataset containing 10247 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum cepaea L."
 ]
}

 The dataset includes 10247 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216438-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fhw4z
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorex macrodon Merriam, 1895"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080786-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdjitg
title: Occurrence Download

description: A dataset listing the 51 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.23595 -21.89949,-51.76405 -21.89949,-51.76405 -2.10051,-101.23595 -2.10051,-101.23595 -21.89949))",
 "HasCoordinate is true",
 "TaxonKey is Platalina genovensium Thomas, 1928",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 51 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010826-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppwnzx
title: Occurrence Download

description: A dataset containing 7515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum album subsp. album"
 ]
}

 The dataset includes 7515 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216426-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re3uh8
title: Occurrence Download

description: A dataset listing the 69446 species recorded in GBIF matching the query:
{
 "Country" : [
 "is Papua New Guinea"
 ]
}

 The dataset's 69446 records were derived from 886 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006789-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe3x7m
title: Occurrence Download

description: A dataset containing 696 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus eremophila"
 ]
}

 The dataset includes 696 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080470-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14824173
title: Dataset used in the study "Counteracting urban thermal hot-spots in Florence, Italy: the combined effects of vegetation and high-albedo surfaces."

description: This dataset repository includes output spatial data of digital models and urban microclimate simulations performed through QGIS and ENVI-met software, used in the study "Counteracting urban thermal hot-spots in Florence, Italy: the combined effects of vegetation and high-albedo surfaces".

This research is part of the Project “Monitoring and mitigation of climate change and promotion of biodiversity: the Florence model” (Prot. N. 26581 of 31 January 2023), conceived and financed by Capellino Foundation (Fondazione Capellino).
DOI: 10.5281/zenodo.14824174
title: Dataset used in the study "Counteracting urban thermal hot-spots in Florence, Italy: the combined effects of vegetation and high-albedo surfaces."

description: This dataset repository includes output spatial data of digital models and urban microclimate simulations performed through QGIS and ENVI-met software, used in the study "Counteracting urban thermal hot-spots in Florence, Italy: the combined effects of vegetation and high-albedo surfaces".

This research is part of the Project “Monitoring and mitigation of climate change and promotion of biodiversity: the Florence model” (Prot. N. 26581 of 31 January 2023), conceived and financed by Capellino Foundation (Fondazione Capellino).
DOI: 10.5281/zenodo.14954960
title: Simulating Δ17O of sulfate aerosol within the contiguous United States to trace the formation processes

description: The Sulfur Tracking Mechanism in CMAQ was used to model the oxygen isotope anomaly (Δ17O) of aerosol sulfate (ASO4) for the first time. This approach allows for a qualitative analysis of sulfate (SO42-) formation processes and comparison with corresponding measurements.
DOI: 10.5281/zenodo.17268485
title: Simulating Δ17O of sulfate aerosol within the contiguous United States to trace the formation processes

description: The Sulfur Tracking Mechanism in CMAQ was used to model the oxygen isotope anomaly (Δ17O) of aerosol sulfate (ASO4) for the first time. This approach allows for a qualitative analysis of sulfate (SO42-) formation processes and comparison with corresponding measurements.
DOI: 10.15468/dl.qzav6b
title: Occurrence Download

description: A dataset containing 2717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropterus coosae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2717 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064448-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgynqg
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster lacteus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 204 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064444-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7tnnp
title: Occurrence Download

description: A dataset containing 4520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((6.8598 43.63754,7.04062 43.53344,12.95311 40.87651,15.38222 40.23191,15.39178 40.22975,15.40154 40.22811,16.19743 40.11533,16.67525 40.1589,16.68634 40.16802,16.73653 40.22518,16.85373 40.39768,16.65195 41.0481,16.1847 41.88628,16.17887 41.89137,13.52861 43.62165,12.9252 43.92174,12.54323 44.09915,11.37317 44.49337,11.36335 44.49653,9.96825 44.88247,9.95823 44.88517,9.6737 44.95759,9.66352 44.96008,9.27515 45.04281,9.26489 45.0443,8.37044 45.11189,7.42536 44.99231,7.42346 44.99081,7.41648 44.98523,7.40955 44.97964,7.40268 44.97402,7.39591 44.96835,7.38924 44.96264,7.38282 44.95676,7.37805 44.95006,6.8598 43.63754)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pelophylax"
 ]
}

 The dataset includes 4520 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064447-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kstxfh
title: Occurrence Download

description: A dataset containing 1944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pieris formosa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1944 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064449-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm5gmj
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster lacteus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 145 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064452-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2d3re5
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aosa plumieri"
 ]
}

 The dataset includes 63 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064453-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/g5sowy
title: Enquete socio-économique contractualisation agro-environnementale collective - Hautes-Pyrénées, France - 2020

description: Le domaine pastoral des Hautes-Pyrénées s’étend sur plus de 140 000 ha et est utilisé de façon collective par près de 1 200 éleveurs de début juin à fin octobre. La gestion de ces territoires, appartenant quasi exclusivement aux collectivités locales, est assurée par différentes entités : communes, commissions syndicales, syndicats, Groupements pastoraux, Associations Foncières Pastorales. Ces gestionnaires d’estives (GE) organisent l’accueil des troupeaux, assurent la majorité des travaux pastoraux et les opérations de gestion. Pour ce faire, ils disposent de diverses ressources : taxes de pâturage (baccades), bénévolat, subventions et contrats agri-environnementaux. La contractualisation agri-environnementale dans le cadre du 2eme pilier de la Politique Agricole Commune (PAC) date de plus de trente ans et prend la forme entre 2015 et 2023 de mesures agro-environnementale et climatiques (MAEC). Ces mesures souscrites volontairement par des exploitations agricoles ou des entités collectives (i.e. les GE dans notre cas) pour une durée de 5 ans, ont pour objectif de soutenir des changements de pratiques en faveur de la protection de l’environnement (MAEC localisées: Ouvert03 ou Herbe09 ) ou le maintien de pratiques (MAEC système herbagers et pastoraux - SHP). Cette enquête s’inscrit dans le projet de recherche-action Contracts2.0 (Co-design of novel contract models for innovative agri-environmental-climate measures and valorisation of environmental public goods) financé par la Commission Européenne. Le CIRAD a travaillé avec le Groupement d’intérêt public CRPGE (Centre de Ressources sur le Pastoralisme et la Gestion de l’Espace) des Hautes Pyrénées pour étudier l’effet des mesures agro-environnementales sur la gestion collective des estives, et la mise en place avec les acteurs de terrain de dispositifs de concertation pour envisager l’évolution de ces contrats. Les objectifs de l'enquête étaient de : - Identifier les trajectoires de contractualisation agri-environnementale de 130 GE des Hautes –Pyrénées et les mettre en regard des caractéristiques des estives (taille, hétérogénéité spatiale, statut, ..). - Analyser les modalités de la contractualisation (nombre de contractants, zones contractées, redistribution des paiements, ..) ainsi que l’utilisation faite des paiements. - Analyser les attendus/ objectifs de la contractualisation, du point de vue des GE, les difficultés rencontrées et les adaptations réalisées.