cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13770365
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Bruce S. Heming, http://www.wikidata.org/entity/Q56033999. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q56033999
DOI: 10.5281/zenodo.8374698
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Bruce S. Heming, http://www.wikidata.org/entity/Q56033999. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q56033999
DOI: 10.5281/zenodo.8374699
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Bruce S. Heming, http://www.wikidata.org/entity/Q56033999. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q56033999
DOI: 10.5281/zenodo.13770368
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Herbert William Pugsley, http://www.wikidata.org/entity/Q204035. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q204035
DOI: 10.5281/zenodo.8103091
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Herbert William Pugsley, http://www.wikidata.org/entity/Q204035. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q204035
DOI: 10.6084/m9.figshare.19959362
title: <b>A global dataset for steel, aluminum, and cement in-use stocks at 500 m gridded level, 2000-2019</b>

description: The refined results help systematically reveal the spatiotemporal dynamics of materials accumulation in the world, including discrepancies in distribution between and within cities. Our findings will provide a solid database to support urban resource and waste management, spatial planning as well as additional measurement for urbanization, in addition to population and land, on the national or regional levels.
DOI: 10.6084/m9.figshare.19959362.v2
title: <b>A global dataset for steel, aluminum, and cement in-use stocks at 500 m gridded level, 2000-2019</b>

description: The refined results help systematically reveal the spatiotemporal dynamics of materials accumulation in the world, including discrepancies in distribution between and within cities. Our findings will provide a solid database to support urban resource and waste management, spatial planning as well as additional measurement for urbanization, in addition to population and land, on the national or regional levels.
DOI: 10.15468/dl.mv6747
title: Occurrence Download

description: A dataset containing 38457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Ameiurus nebulosus (Lesueur, 1819))",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 38457 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018439-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwfdyp
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-42.40043 -16.27479,-41.96854 -16.27479,-41.96854 -15.97073,-42.40043 -15.97073,-42.40043 -16.27479))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 487 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018440-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrsqbf
title: Occurrence Download

description: A dataset containing 5905 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hevea brasiliensis (Willd. ex A.Juss.) Müll.Arg."
 ]
}

 The dataset includes 5905 records from 326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018441-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbeuuu
title: Occurrence Download

description: A dataset containing 741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Chrosomus eos Cope, 1861)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 741 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018442-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/f7cf9p23
title: Genetic Data from Arctic, Polar, and Saffron Cod and Walleye Pollock, Alaska and Canada, 2011-2017

description: Fragment data from 11 nuclear microsatellite loci and sequence data from the mitochondrial cytochrome b gene were gathered from Arctic cod (Boreogadus saida) in the Beaufort and Chukchi seas. Mitogenomic analyses of Arctic cod and three other co-distributed gadoids (Polar cod [Arctogadus glacialis], Saffron cod [Eleginus gracilis], Walleye Pollock [Gadus chalcogrammus]) were also completed. Transcriptomic analyses of Arctic cod were used to identify genes associated with environmental perturbations. Genome-wide scans using RAD-Seq of Arctic cod and the co-distributed Polar Cod were collected.
DOI: 10.15468/dl.tqv8py
title: Occurrence Download

description: A dataset containing 5157834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdus merula Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 5157834 records from 3974 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018420-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15427454
title: POLARIS: A High-contrast Polarimetric Imaging Benchmark Dataset for Exoplanetary Disk Representation Learning

description: The POLARIS dataset is built from a decade of polarimetric observations (2014–2024) conducted with the SPHERE instrument on the Very Large Telescope (VLT). Specifically, it includes all public polarized light observations obtained using the IRDIS instrument, retrieved from the ESO Science Archive. These raw observations were uniformly preprocessed using a modified version of the IRDAP pipeline to generate high-quality Polarimetric Differential Imaging (PDI) products.

The dataset consists of three main components:





96 labeled PDI-postprocessed polarimetric images (1024 × 1024 pixels), each annotated as either a target (with circumstellar disk structures) or a reference (with no detectable disk structures). This subset is approximately 3.18 GB in size.




813 unlabeled PDI-postprocessed polarimetric images, each derived from sequences of preprocessed exposures in total intensity light ( 2014-2023) . These samples are also annotated with vegetation indices and land-use metadata. This component occupies approximately GB. The PDI-postprocessed polarimetric images for 2024 will be updated soon with new version. There will be total 921 unlabeld polarized data. 




206 RDI preprocessed exposure sequences used for downstream imputation, each corresponding to a labeled reference and composed of the original preprocessed exposures in total intensity light. The data is organized by year, with each archive file named according to its corresponding year.  Each sequence contains 4n images (where n is the number of exposure cycles), with a resolution of 1024 × 1024 pixels per frame. This component totals approximately 38 GB (2014-2024).


All preprocessed exposure sequences, spanning 2014–2024, consist of $4n$ images per sequence (where $n$ is the number of exposure cycles), with each frame at a resolution of $1024 \times 1024$ pixels. The data are annotated with vegetation indices and land-use metadata. Due to its large volume (exceeding 300 GB), it is hosted via the following permanent Dropbox link for convenient access: \href{https://www.dropbox.com/scl/fo/5bgfwb7d5gozo6k6pl5rc/AGJkkHLPGUIVlDRXssSAZpQ?rlkey=j0vm2xkbl0imgfvbcuba8e6lr&st=6ij3n0wz&dl=0}{Dropbox (POLARIS exposures)}.


All files are provided in standard .fits format, following astronomical data conventions. The labeled PDI images support supervised learning tasks such as classification or domain adaptation, while the exposure sequences and unlabeled samples enable studies in imputation, denoising, self-supervised learning, or contrastive representation learning. The dataset will continue to expand as additional SPHERE observations are released to the public.
DOI: 10.5281/zenodo.15449056
title: POLARIS: A High-contrast Polarimetric Imaging Benchmark Dataset for Exoplanetary Disk Representation Learning

description: The POLARIS dataset is built from a decade of polarimetric observations (2014–2024) conducted with the SPHERE instrument on the Very Large Telescope (VLT). Specifically, it includes all public polarized light observations obtained using the IRDIS instrument, retrieved from the ESO Science Archive. These raw observations were uniformly preprocessed using a modified version of the IRDAP pipeline to generate high-quality Polarimetric Differential Imaging (PDI) products.

The dataset consists of three main components:





96 labeled PDI-postprocessed polarimetric images (1024 × 1024 pixels), each annotated as either a target (with circumstellar disk structures) or a reference (with no detectable disk structures). This subset is approximately 3.18 GB in size.




813 unlabeled PDI-postprocessed polarimetric images, each derived from sequences of preprocessed exposures in total intensity light ( 2014-2023) . These samples are also annotated with vegetation indices and land-use metadata. This component occupies approximately GB. The PDI-postprocessed polarimetric images for 2024 will be updated soon with new version. There will be total 921 unlabeld polarized data. 




206 RDI preprocessed exposure sequences used for downstream imputation, each corresponding to a labeled reference and composed of the original preprocessed exposures in total intensity light. The data is organized by year, with each archive file named according to its corresponding year.  Each sequence contains 4n images (where n is the number of exposure cycles), with a resolution of 1024 × 1024 pixels per frame. This component totals approximately 38 GB (2014-2024).


All preprocessed exposure sequences, spanning 2014–2024, consist of $4n$ images per sequence (where $n$ is the number of exposure cycles), with each frame at a resolution of $1024 \times 1024$ pixels. The data are annotated with vegetation indices and land-use metadata. Due to its large volume (exceeding 300 GB), it is hosted via the following permanent Dropbox link for convenient access: \href{https://www.dropbox.com/scl/fo/5bgfwb7d5gozo6k6pl5rc/AGJkkHLPGUIVlDRXssSAZpQ?rlkey=j0vm2xkbl0imgfvbcuba8e6lr&st=6ij3n0wz&dl=0}{Dropbox (POLARIS exposures)}.


All files are provided in standard .fits format, following astronomical data conventions. The labeled PDI images support supervised learning tasks such as classification or domain adaptation, while the exposure sequences and unlabeled samples enable studies in imputation, denoising, self-supervised learning, or contrastive representation learning. The dataset will continue to expand as additional SPHERE observations are released to the public.
DOI: 10.5281/zenodo.15493250
title: POLARIS: A High-contrast Polarimetric Imaging Benchmark Dataset for Exoplanetary Disk Representation Learning

description: The POLARIS dataset is built from a decade of polarimetric observations (2014–2024) conducted with the SPHERE instrument on the Very Large Telescope (VLT). Specifically, it includes all public polarized light observations obtained using the IRDIS instrument, retrieved from the ESO Science Archive. These raw observations were uniformly preprocessed using a modified version of the IRDAP pipeline to generate high-quality Polarimetric Differential Imaging (PDI) products.

The dataset consists of three main components:





96 labeled PDI-postprocessed polarimetric images (1024 × 1024 pixels), each annotated as either a target (with circumstellar disk structures) or a reference (with no detectable disk structures). This subset is approximately 3.18 GB in size.




813 unlabeled PDI-postprocessed polarimetric images, each derived from sequences of preprocessed exposures in total intensity light ( 2014-2023) . These samples are also annotated with vegetation indices and land-use metadata. This component occupies approximately GB. The PDI-postprocessed polarimetric images for 2024 will be updated soon with new version. There will be total 921 unlabeld polarized data. 




206 RDI preprocessed exposure sequences used for downstream imputation, each corresponding to a labeled reference and composed of the original preprocessed exposures in total intensity light. The data is organized by year, with each archive file named according to its corresponding year.  Each sequence contains 4n images (where n is the number of exposure cycles), with a resolution of 1024 × 1024 pixels per frame. This component totals approximately 38 GB (2014-2024).


All preprocessed exposure sequences, spanning 2014–2024, consist of $4n$ images per sequence (where $n$ is the number of exposure cycles), with each frame at a resolution of $1024 \times 1024$ pixels. The data are annotated with vegetation indices and land-use metadata. Due to its large volume (exceeding 300 GB), it is hosted via the following permanent Dropbox link for convenient access: https://www.dropbox.com/scl/fo/5bgfwb7d5gozo6k6pl5rc/AGJkkHLPGUIVlDRXssSAZpQ?rlkey=j0vm2xkbl0imgfvbcuba8e6lr&st=6ij3n0wz&dl=0


All files are provided in standard .fits format, following astronomical data conventions. The labeled PDI images support supervised learning tasks such as classification or domain adaptation, while the exposure sequences and unlabeled samples enable studies in imputation, denoising, self-supervised learning, or contrastive representation learning. The dataset will continue to expand as additional SPHERE observations are released to the public.
DOI: 10.15468/dl.bbxopc
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blysmus sinocompressus Tang & F.T.Wang",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 79 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000094-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/rtfm0k/7zetd9
title: SICEv3.0_AlaskaYukon_500m_2024_05_05.nc

description: EDC SICE output: SICEv3.0_AlaskaYukon_500m_2024_05_05.nc, date: 2024_05_05
DOI: 10.22008/fk2/rtfm0k/tp1esj
title: SICEv3.0_AlaskaYukon_500m_2024_05_06.nc

description: EDC SICE output: SICEv3.0_AlaskaYukon_500m_2024_05_06.nc, date: 2024_05_06
DOI: 10.15468/dl.jgjcdf
title: Occurrence Download

description: A dataset containing 1472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rumex hypogaeus T.M.Schust. & Reveal"
 ]
}

 The dataset includes 1472 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041372-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89pv4e
title: Occurrence Download

description: A dataset containing 1991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hypophthalmichthys nobilis (Richardson, 1845)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1991 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082927-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aax6pe
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum bellum H.L.Li",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 79 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322537-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/rtfm0k/cm9qry
title: SICEv3.0_AlaskaYukon_500m_2024_05_07.nc

description: EDC SICE output: SICEv3.0_AlaskaYukon_500m_2024_05_07.nc, date: 2024_05_07
DOI: 10.15468/dl.bgtsdr
title: Occurrence Download

description: A dataset containing 1795 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ottelia ovalifolia (R.Br.) Rich."
 ]
}

 The dataset includes 1795 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0328780-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/rtfm0k/5pclxa
title: SICEv3.0_AlaskaYukon_500m_2024_05_08.nc

description: EDC SICE output: SICEv3.0_AlaskaYukon_500m_2024_05_08.nc, date: 2024_05_08
DOI: 10.15468/dl.o77mc1
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Drosera rosulata Lehm.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 90 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030422-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6e9hr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Taraxacum abbreviatulum Kirschner & Stepánek"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322538-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/rtfm0k/qoq3bd
title: SICEv3.0_AlaskaYukon_500m_2024_05_09.nc

description: EDC SICE output: SICEv3.0_AlaskaYukon_500m_2024_05_09.nc, date: 2024_05_09
DOI: 10.15468/dl.gk3qqr
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2017-2019",
 "HasCoordinate is true",
 "TaxonKey is Portulaca oleracea subsp. oleracea",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 114 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082944-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/rtfm0k/gdziqt
title: SICEv3.0_AlaskaYukon_500m_2024_05_10.nc

description: EDC SICE output: SICEv3.0_AlaskaYukon_500m_2024_05_10.nc, date: 2024_05_10
DOI: 10.15468/dl.elsjas
title: Occurrence Download

description: A dataset containing 4825 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Chinese Taipei",
 "Country is China",
 "Country is Hong Kong"
 ]
 },
 "Geometry POLYGON((70 0,140 0,140 55,70 55,70 0))",
 "HasCoordinate is true",
 "TaxonKey is Papilionidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4825 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028708-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4trdb
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Drosera salina N.Marchant & Lowrie",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030424-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/rtfm0k/7pi6eg
title: SICEv3.0_AlaskaYukon_500m_2024_05_11.nc

description: EDC SICE output: SICEv3.0_AlaskaYukon_500m_2024_05_11.nc, date: 2024_05_11
DOI: 10.15468/dl.ds22ja
title: Occurrence Download

description: A dataset containing 541 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippocampus ingens Girard, 1858"
 ]
}

 The dataset includes 541 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322548-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v4euc
title: Occurrence Download

description: A dataset containing 9570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1970-2000",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Cyphomandra uniloba Rusby",
 "TaxonKey is Carica stipulata V.M.Badillo",
 "TaxonKey is Malus baccata (L.) Borkh.",
 "TaxonKey is Prunus mume (Siebold) Siebold & Zucc.",
 "TaxonKey is Piper galeatum (Miq.) C.DC.",
 "TaxonKey is Piper retrofractum Vahl",
 "TaxonKey is Garcinia malaccensis Hook.fil. ex T.Anderson",
 "TaxonKey is Durio zibethinus L.",
 "TaxonKey is Durio wyatt-smithii Kosterm.",
 "TaxonKey is Diospyros glandulosa Lace",
 "TaxonKey is Citrus reticulata Blanco",
 "TaxonKey is Citrus L.",
 "TaxonKey is Citrus maxima (Burm.) Merr.",
 "TaxonKey is Cajanus cajan (L.) Millsp."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9570 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009060-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.