cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5mkpjb
title: Occurrence Download

description: A dataset containing 630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Chloris submutica"
 ]
}

 The dataset includes 630 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010406-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma6h7t
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Cumulative effects of climate and landscape structure on Bombus assemblages within agricultural fields throughout the U.S."
 ]
}

 The dataset includes 171 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010405-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2scy8j
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistrus cryptophthalmus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010407-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18616593
title: Dataset_Research on Social Media Conspicuous Consumption
DOI: 10.5281/zenodo.18616592
title: Dataset_Research on Social Media Conspicuous Consumption
DOI: 10.15468/dl.x282uz
title: Occurrence Download

description: A dataset containing 2004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teramnus labialis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2004 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010408-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc2psm
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudovanilla foliata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 118 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010409-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xetgpz
title: Occurrence Download

description: A dataset containing 687725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 939ed180-aa7b-11db-8edf-b8a03c50a862",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 687725 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010390-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtjj5e
title: Occurrence Download

description: A dataset containing 970665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 4cff2aca-5ce5-4028-88e6-d79b6449173a",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 970665 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010391-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgyjjh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leucocarbo ranfurlyi)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is 2000",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010410-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un93p8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistrus heterorhynchus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010412-260208012135463/datasets/export for details.
DOI: 10.15468/dl.cj9c95
title: Occurrence Download

description: A dataset containing 17625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Chloris truncata"
 ]
}

 The dataset includes 17625 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010411-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnv82k
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "Geometry POLYGON((75.94428 -23.21320,182.05572 -23.21320,182.05572 19.21320,75.94428 19.21320,75.94428 -23.21320))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bruguiera hainesii"
 ]
}

 The dataset's 1 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010385-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc5s2z
title: Occurrence Download

description: A dataset containing 5432075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5432075 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010389-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t254cr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psychilis bifida",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010415-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zdttw
title: Occurrence Download

description: A dataset containing 2944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neustanthus phaseoloides",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2944 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010416-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scfg5y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aptenorallus calayanensis)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is 2000",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010417-260208012135463/datasets/export for details.
DOI: 10.15468/dl.wjrrqp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistrus jataiensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010418-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6a6rmq
title: Occurrence Download

description: A dataset containing 6120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Chloris ventricosa"
 ]
}

 The dataset includes 6120 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010420-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmcyr5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterichis bangii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010421-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kback
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aptenorallus calayanensis)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is 2001",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010422-260208012135463/datasets/export for details.
DOI: 10.15468/dl.hfz5fj
title: Occurrence Download

description: A dataset containing 986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caryocar brasiliense",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 986 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010423-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18193887
title: Near-Real-Time Monthly Water Body Dataset of the Yellow River Basin (2000–2024)

description: This dataset provides a near-real-time monthly water body distribution for the Yellow River Basin from 2000 to 2024 at a spatial resolution of 30 m. The dataset was constructed based on the JRC Monthly Water History product and recent Sentinel-1 SAR and Sentinel-2 optical imagery. Misclassification correction and a two-stage gap-filling framework integrating hydrological knowledge and a self-supervised deep learning model (SGTU-Net) were applied to improve spatial continuity and temporal consistency.

Each monthly GeoTIFF file contains two bands: (1) surface water classification (1 = water, 2 = non-water) and (2) a quality control (QC) band indicating data provenance. This dataset supports long-term surface water dynamics analysis, reservoir regulation assessment, and basin-scale hydrological studies in the Yellow River Basin.
DOI: 10.5281/zenodo.18193886
title: Near-Real-Time Monthly Water Body Dataset of the Yellow River Basin (2000–2024)

description: This dataset provides a near-real-time monthly water body distribution for the Yellow River Basin from 2000 to 2024 at a spatial resolution of 30 m. The dataset was constructed based on the JRC Monthly Water History product and recent Sentinel-1 SAR and Sentinel-2 optical imagery. Misclassification correction and a two-stage gap-filling framework integrating hydrological knowledge and a self-supervised deep learning model (SGTU-Net) were applied to improve spatial continuity and temporal consistency.

Each monthly GeoTIFF file contains two bands: (1) surface water classification (1 = water, 2 = non-water) and (2) a quality control (QC) band indicating data provenance. This dataset supports long-term surface water dynamics analysis, reservoir regulation assessment, and basin-scale hydrological studies in the Yellow River Basin.
DOI: 10.5281/zenodo.18616623
title: AutoWISP test data

description: Demostration and testing data set for the AutoWISP package.
DOI: 10.15468/dl.t8jw9q
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Suaeda maritima"
 ]
}

 The dataset includes 56 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010424-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18607142
title: MUD-Sleep dataset
DOI: 10.5281/zenodo.18607143
title: MUD-Sleep dataset
DOI: 10.15468/dl.5ptmv5
title: Occurrence Download

description: A dataset containing 865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterostylis curta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 865 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010426-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8e2acz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistrus jelskii",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010425-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17945371
title: Analysis of Descriptive Metadata of Public Data in the Open Data Commons for Traumatic Brain Injury (ODC-TBI) as of June 2025
title: ODC-TBI analysis data

description: Analysis of public datasets published as of June 2025 on the Open Data Commons for Traumatic Brain Injury for presence of high level metadata and the use of Common Data Elements (CDEs) for preclinical traumatic brain data. We also examined citation practices for ODC-TBI datasets in the literature. These datasets are described in a publication submitted to a special issue of the Journal of Neurotrauma, describing the ODC-TBI data sharing platform.   

 
description: CDE Sets used copy.zip:  A zip file containing the sets of CDEs analyzed in the study

ODC-TBI CDE - Metadata alignment to Study Variables.csv:  Alignment of metadata provided in the dataset description and data dictionary for published ODC-TBI datasets to a subset of the PRECISE Study Variables

ODC-TBI CDE - ODC-TBI Core Variables.csv:  Assessment of the presence of core metadata variables recommended by ODC-TBI based on recommended PRECISE CDEs in the data dictionaries of published ODC-TBI datasets

ODC-TBI public data analysis - Analysis.csv:  Analysis of attributes of published datasets, e.g., citation behavior, links to originating publications and protocols.

ODC-TBI public data analysis - Data dictionary.csv:  Description of variables collection in the ODC-TBI public data analysis-Analysis csv file:

ODC-TBI public data analysis - Dataset composition.csv:  Provides the accession numbers of datasets analyzed in the different analyses presented in the paper (Dataset 1, 2 and 3 referred to in the paper), giving the reasons for exclusion of a particular dataset from a particular analysis. 

ODC-TBI public data analysis - Stats.csv:  Tabulation of statistics from the data analysis file

PRECISE-TBI Data Dictionary Study Metadata CDEs V001.2 - Sheet1:  Study level variables downloaded from the PRECISE website
DOI: 10.5281/zenodo.17945370
title: Analysis of Descriptive Metadata of Public Data in the Open Data Commons for Traumatic Brain Injury (ODC-TBI) as of June 2025
title: ODC-TBI analysis data

description: Analysis of public datasets published as of June 2025 on the Open Data Commons for Traumatic Brain Injury for presence of high level metadata and the use of Common Data Elements (CDEs) for preclinical traumatic brain data. We also examined citation practices for ODC-TBI datasets in the literature. These datasets are described in a publication submitted to a special issue of the Journal of Neurotrauma, describing the ODC-TBI data sharing platform.   

 
description: CDE Sets used copy.zip:  A zip file containing the sets of CDEs analyzed in the study

ODC-TBI CDE - Metadata alignment to Study Variables.csv:  Alignment of metadata provided in the dataset description and data dictionary for published ODC-TBI datasets to a subset of the PRECISE Study Variables

ODC-TBI CDE - ODC-TBI Core Variables.csv:  Assessment of the presence of core metadata variables recommended by ODC-TBI based on recommended PRECISE CDEs in the data dictionaries of published ODC-TBI datasets

ODC-TBI public data analysis - Analysis.csv:  Analysis of attributes of published datasets, e.g., citation behavior, links to originating publications and protocols.

ODC-TBI public data analysis - Data dictionary.csv:  Description of variables collection in the ODC-TBI public data analysis-Analysis csv file:

ODC-TBI public data analysis - Dataset composition.csv:  Provides the accession numbers of datasets analyzed in the different analyses presented in the paper (Dataset 1, 2 and 3 referred to in the paper), giving the reasons for exclusion of a particular dataset from a particular analysis. 

ODC-TBI public data analysis - Stats.csv:  Tabulation of statistics from the data analysis file

PRECISE-TBI Data Dictionary Study Metadata CDEs V001.2 - Sheet1:  Study level variables downloaded from the PRECISE website
DOI: 10.15468/dl.cg6akr
title: Occurrence Download

description: A dataset containing 9138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Chloris virgata"
 ]
}

 The dataset includes 9138 records from 369 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010427-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qfrp3
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphaea immutabilis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 349 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010428-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpfzjz
title: Occurrence Download

description: A dataset containing 817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pyrorchis nigricans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 817 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010429-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgste5
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistrus karajas",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010430-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fd9qmx
title: Occurrence Download

description: A dataset containing 806279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 8edbbde0-055e-11d8-b850-b8a03c50a862",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 806279 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010413-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y342er
title: Occurrence Download

description: A dataset containing 796122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 98ba8467-5081-4d15-b168-32d893e18b76",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 796122 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010414-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8mscc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Chrysanthemum americanum"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010432-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baxpsv
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphaea lukei",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 46 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010431-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.