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

description: A dataset containing 7052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 12.3495231977326",
 "DecimalLongitude is less than 12.352582750917",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 7052 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014012-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jl1l5f
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium dodecatheoides P.J.Alexander & Aedo"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008131-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8q5cde
title: Occurrence Download

description: A dataset containing 3923 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cisticola cherina (A.Smith, 1843)"
 ]
}

 The dataset includes 3923 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001457-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hp38kg
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Occurrence records of southern African aquatic biodiversity",
 "TaxonKey is Cheimerius nufar (Valenciennes, 1830)"
 ]
}

 The dataset includes 82 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111741-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmr63u
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucoraja fullonica (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 103 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017260-241126133413365/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.27960579
title: Supplementary material

description: Supplementary materials linked to upcoming publication "Molecular Markers Enhance Substantially the Distinctness of Alfalfa Varieties for Registration and Protection", on The Plant Genome
DOI: 10.15468/dl.pxbaqu
title: Occurrence Download

description: A dataset containing 3191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lantana camara L.",
 "Year 1970-2024"
 ]
}

 The dataset includes 3191 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017261-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pyxw4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balaena physalus Linnaeus, 1758",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017262-241126133413365/datasets/export for details.
DOI: 10.15468/dl.7u82qg
title: Occurrence Download

description: A dataset listing the 1043 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.23.17_1",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset's 1043 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017247-241126133413365/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.22778162
title: Data for experimental exploration of thermal comfort under MZOCC in an open-plan office

description: This folder contains data used in the publication "Evaluation of thermal comfort and age of air on employing micro zonal air-conditioning in an existing open-plan office in India" published in Science and Technology for the Built Environment.
DOI: 10.15468/dl.cax9c9
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stichaeus grigorjewi Herzenstein, 1890",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017263-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzqdb6
title: Occurrence Download

description: A dataset containing 552298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((95 35,135 35,135 55,95 55,95 35))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 552298 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017149-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr31324.v1
title: Annual Probation Survey, 2007
title: Version 1

description: The 2007 Annual Probation Survey provides a count of the total number of persons supervised on probation on January 1 and December 31, 2007, and a count of the number of persons entering and exiting probation supervision during 2007. The survey also provides counts of the number of probationers by certain characteristics, such as gender, race, Hispanic or Latino origin, offense, and supervision status. The survey covers all 50 states, the District of Columbia, and the federal system.
description: Datasets: 
DS1: Annual Probation Survey, 2007
description: Adult probationers, regardless of conviction status, who have been placed under the supervision of a probation agency as part of a court order between January 1, 2007, and December 31, 2007. Smallest Geographic Unit: jurisdiction
description: mail questionnaire
DOI: 10.15468/dl.mrv2zp
title: Occurrence Download

description: A dataset containing 908959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 908959 records from 464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002744-250227182400228/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/10897165
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.ydc3vn
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "DatasetKey is one of (Vascular Plant Herbarium: Herbarium Fennoscandicum, iNaturalist Research-grade Observations, Moscow University Herbarium (MW), Kastikka Literature Sources, KUO Vascular plant collections (KUO), Vascular plant collections of the Botanical Museum, University of Oulu (OULU), Kastikka Floristic Archives (Kastikka Ark), Kastikka Small Collections, Porvoo Museum / Vascular Plant Collections, INSDC Sequences)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pulsatilla vernalis (L.) Mill."
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002787-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yz4rr3
title: Occurrence Download

description: A dataset listing the 6245 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((34.00679 -0.32499,36.05241 -0.31643,36.10793 1.16201,34.50587 1.0063,34.0261 0.68787,33.91996 0.08498,34.00679 -0.32499))",
 "Year 1980-2025"
 ]
}

 The dataset's 6245 records were derived from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002746-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqjqgn
title: Occurrence Download

description: A dataset containing 682130 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Local floras of Russia: records from literature"
 ]
}

 The dataset includes 682130 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002747-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14622048
title: OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping

description: Overview: 

OpenEarthMap-SAR is a benchmark synthetic aperture radar dataset, for global high-resolution land cover mapping. It consists of 5033 images covering 35 regions from Japan, France and USA, with partically manually annotated and fully pesudo 8-class land cover labels at a 0.15–0.5m ground sampling distance. 

IEEE GRSS Data Fusion Contest 2025

OpenEarthmap-SAR also serves as the official dataset of IEEE GRSS DFC 2025 Track I.

Please download dfc25_track1_trainval.zip and unzip it. It contains training images & labels and validation images. 

Benchmark code related to the DFC 2025 can be found at this Github repo. 

The official leaderboard is located on the Codalab-DFC2025-Track I page. 

 

Paper & Reference

Details of OpenEarthMap-SAR can be refer to our paper. 

If OpenEarthMap-SAR is useful to research, please kindly consider cite our paper 

@misc{xia2025openearthmapsar,      title={OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping},       author={Junshi Xia and Hongruixuan Chen and Clifford Broni-Bediako and Yimin Wei and Jian Song and Naoto Yokoya},      year={2025},      eprint={2501.10891},      archivePrefix={arXiv},      primaryClass={eess.IV},      url={https://arxiv.org/abs/2501.10891}, }

 

License of Track 1Optical images are provided by the National Institute of Geographic and Forest Information (IGN), France, under the CC BY 2.0 license, with contributions from the Geospatial Information Authority of Japan (GSI) and the National Agriculture Imagery Program (NAIP), USA.

SAR images are supplied by the Umbra Open Data Program under the CC BY 4.0 license.

Label datasets are shared under the same license as the original optical images, with specific terms varying by source dataset.
DOI: 10.5281/zenodo.14948851
title: OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping

description: Overview: 

OpenEarthMap-SAR is a benchmark synthetic aperture radar dataset, for global high-resolution land cover mapping. It consists of 5033 images covering 35 regions from Japan, France and USA, with partically manually annotated and fully pesudo 8-class land cover labels at a 0.15–0.5m ground sampling distance. 

IEEE GRSS Data Fusion Contest 2025

OpenEarthmap-SAR also serves as the official dataset of IEEE GRSS DFC 2025 Track I.

Please download dfc25_track1_test.zip and unzip it. It contains test images. 

Benchmark code related to the DFC 2025 can be found at this Github repo. 

The official leaderboard is located on the Codalab-DFC2025-Track I page. 

 

Paper & Reference

Details of OpenEarthMap-SAR can be refer to our paper. 

If OpenEarthMap-SAR is useful to research, please kindly consider cite our paper 

@misc{xia2025openearthmapsar,      title={OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping},       author={Junshi Xia and Hongruixuan Chen and Clifford Broni-Bediako and Yimin Wei and Jian Song and Naoto Yokoya},      year={2025},      eprint={2501.10891},      archivePrefix={arXiv},      primaryClass={eess.IV},      url={https://arxiv.org/abs/2501.10891}, }

 

License of Track 1Optical images are provided by the National Institute of Geographic and Forest Information (IGN), France, under the CC BY 2.0 license, with contributions from the Geospatial Information Authority of Japan (GSI) and the National Agriculture Imagery Program (NAIP), USA.

SAR images are supplied by the Umbra Open Data Program under the CC BY 4.0 license.

Label datasets are shared under the same license as the original optical images, with specific terms varying by source dataset.
DOI: 10.5281/zenodo.14955959
title: KICHIK YOSHDAGI O'QUVCHILARDA RAQAMLI SAVODXONLIK KO'NIKMALARINI SHAKLLANTIRISHNING USULLARI

description: Ushbu mаqоlаda bоshlаng‘ich sinf о’qituvchilаrining о‘quv faoliyatini tashkil etishda rаqаmli texnologiyalardan foydalanishi, kichik maktab yoshidagi о‘quvchilarning raqamli sаvоdxоnlik kо’nikmаlаrini shаkllаntirishdа rаqаmli texnоlоgiyаlаrning о’rni va ahamiyati, bugungi kunda о‘quvchilar raqamli savodxonlik kо‘nikmalarini shakllantirishda texnik vositalardan foydalangan holda о‘quv faoliyatini olib borish usullari va mazmuni tо‘g‘risidаgi mаsаlаlаr о‘z аksini tоpgаn.
DOI: 10.5281/zenodo.14955960
title: KICHIK YOSHDAGI O'QUVCHILARDA RAQAMLI SAVODXONLIK KO'NIKMALARINI SHAKLLANTIRISHNING USULLARI

description: Ushbu mаqоlаda bоshlаng‘ich sinf о’qituvchilаrining о‘quv faoliyatini tashkil etishda rаqаmli texnologiyalardan foydalanishi, kichik maktab yoshidagi о‘quvchilarning raqamli sаvоdxоnlik kо’nikmаlаrini shаkllаntirishdа rаqаmli texnоlоgiyаlаrning о’rni va ahamiyati, bugungi kunda о‘quvchilar raqamli savodxonlik kо‘nikmalarini shakllantirishda texnik vositalardan foydalangan holda о‘quv faoliyatini olib borish usullari va mazmuni tо‘g‘risidаgi mаsаlаlаr о‘z аksini tоpgаn.
DOI: 10.15468/dl.qthqw3
title: Occurrence Download

description: A dataset containing 158828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sinapis arvensis L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 158828 records from 1335 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002786-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-182186
title: Primiritel' = [Reconciler], 1994, no. 3, whole no. 16

description: [description english/roman)] Primiritel', 1994, no. 3, obshchiy no. 16 = [Reconciler], 1994, no. 3, whole no. 16. Founded in 1929, relaunched in 1991.
DOI: 10.25549/pcra-c14-182203
title: Primiritel' = [Reconciler], 1994, no. 3, whole no. 16

description: [description english/roman)] Primiritel', 1994, no. 3, obshchiy no. 16 = [Reconciler], 1994, no. 3, whole no. 16. Founded in 1929, relaunched in 1991.
DOI: 10.25549/pcra-c14-182212
title: Primiritel' = [Reconciler], 1994, no. 3, whole no. 16

description: [description english/roman)] Primiritel', 1994, no. 3, obshchiy no. 16 = [Reconciler], 1994, no. 3, whole no. 16. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.hcuh6y
title: Occurrence Download

description: A dataset containing 7267023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5059.0",
 "Country is United States of America",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 7267023 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011017-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6375qe
title: Occurrence Download

description: A dataset containing 3369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "Country is United States of America",
 "GadmGid is USA.37_1",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Apidae, Megachilidae, Halictidae, Melittidae, Andrenidae, Colletidae)"
 ]
}

 The dataset includes 3369 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011370-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nk4zwm
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Picea linzhiensis (W.C.Cheng & L.K.Fu) Rushforth"
 ]
}

 The dataset includes 194 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036256-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-182218
title: Primiritel' = [Reconciler], 1994, no. 3, whole no. 16

description: [description english/roman)] Primiritel', 1994, no. 3, obshchiy no. 16 = [Reconciler], 1994, no. 3, whole no. 16. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.sqcwmx
title: Occurrence Download

description: A dataset containing 30541621 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Mexico"
 ]
}

 The dataset includes 30541621 records from 4062 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014865-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uyqwc
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is National Mammal Atlas Project, online recording",
 "Geometry POLYGON((-0.9 52.5,-0.8 52.5,-0.8 52.6,-0.9 52.6,-0.9 52.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2015"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002722-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erfjze
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alternaria gaisen Nagano ex Bokura"
 ]
}

 The dataset includes 106 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002743-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dchnsd
title: Occurrence Download

description: A dataset containing 669811 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophrys L."
 ]
}

 The dataset includes 669811 records from 1991 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002611-250310093411724/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/11460453
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.13145/bacdive9266.20241212.9.2
title: Corallococcus coralloides (Thaxter 1892) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0077324.10fu
title: SH0077324.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive9266.20251217.10
title: Corallococcus coralloides (Thaxter 1892) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive9267.20241212.9.2
title: Corallococcus coralloides (Thaxter 1892) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0077325.10fu
title: SH0077325.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive9267.20251217.10
title: Corallococcus coralloides (Thaxter 1892) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.