cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f3uqq5
title: Occurrence Download

description: A dataset containing 1784 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Baixo-Sabor: Phytobenthos – Ecological Monitoring Program [2015-2019]"
 ]
}

 The dataset includes 1784 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015417-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhuqsu
title: Occurrence Download

description: A dataset containing 2549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hedysarum hedysaroides)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2549 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015420-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eruwn
title: Occurrence Download

description: A dataset containing 5539 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua - Terrestrial Vertebrates (occasional observations) - Ecological Monitoring Program [2011-17]"
 ]
}

 The dataset includes 5539 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015419-260129131611470/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.30193705
title: Investigation of Phase Separation and Co-assembly Mechanisms of DV18 and YF14 Peptides through All-Atom Molecular Dynamics Simulations

description: Investigation of Phase Separation and Co-assembly Mechanisms of DV18 and YF14 Peptides through All-Atom Molecular Dynamics Simulations
DOI: 10.6084/m9.figshare.30193705.v2
title: Investigation of Phase Separation and Co-assembly Mechanisms of DV18 and YF14 Peptides through All-Atom Molecular Dynamics Simulations

description: Investigation of Phase Separation and Co-assembly Mechanisms of DV18 and YF14 Peptides through All-Atom Molecular Dynamics Simulations
DOI: 10.6084/m9.figshare.30193705.v3
title: Investigation of Phase Separation and Co-assembly Mechanisms of DV18 and YF14 Peptides through All-Atom Molecular Dynamics Simulations

description: Investigation of Phase Separation and Co-assembly Mechanisms of DV18 and YF14 Peptides through All-Atom Molecular Dynamics Simulations
DOI: 10.15468/dl.tdy298
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Large Mammals (nocturnal transects) - Ecological Monitoring Program [2011]"
 ]
}

 The dataset includes 224 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015422-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97fbde
title: Occurrence Download

description: A dataset containing 24600 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Large Mammals (camera -trapping) - Ecological Monitoring Program [2011-2017]"
 ]
}

 The dataset includes 24600 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015421-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsr5zm
title: Occurrence Download

description: A dataset containing 1563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lobesia botrana",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 1563 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015423-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23p8h5
title: Occurrence Download

description: A dataset containing 1894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Helianthemum alpestre, Helianthemum alpestre, Helianthemum alpestre, Helianthemum alpestre)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1894 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015424-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jvnac
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleuropterus ciliinervis"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015425-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2th46g
title: Occurrence Download

description: A dataset containing 601 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Large Mammals: river crossings - reference situation/early exploration phase. Compensatory Measures Monitoring Program (MC40B.1) [2012-2017]"
 ]
}

 The dataset includes 601 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015426-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxbqwr
title: Occurrence Download

description: A dataset containing 1494 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Nocturnal Birds - Ecological Monitoring Program [2011-2017]"
 ]
}

 The dataset includes 1494 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015427-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z6xsu
title: Occurrence Download

description: A dataset containing 6382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Culex tritaeniorhynchus"
 ]
}

 The dataset includes 6382 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015428-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5xes8
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Nocturnal Birds - Ecological Monitoring Program, Exploration Phase [2018-2020]"
 ]
}

 The dataset includes 268 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015429-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r22za5
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucoptera coffeella",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015430-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18491700
title: Automatic Mapping of 10 m Tropical Evergreen Forest Cover in Central African Republic with Sentinel-2 Dynamic World Dataset

description: This dataset provides annual 10-m resolution maps of tropical evergreen forest cover in the Central African Republic (CAR) for the period 2017–2023. The Central African Republic hosts some of the most biodiversity-rich and conservation-critical tropical evergreen forests on Earth, making fine-scale, up-to-date mapping essential for ecological research, biodiversity conservation, and land management. The maps were generated using a novel automated method that leverages the Sentinel-2 Dynamic World dataset. Stable evergreen forest samples were first identified using the Copernicus Global Land Cover Layers (CGLC) and Global Forest Change (GFC) products. Initial evergreen forest cover maps were then produced by applying year-specific thresholds to the annual median forest cover probability layers derived from Dynamic World. Final refined maps were obtained by integrating a Non-Evergreen Forest Index (NEFI) with the thresholded initial maps. Independent accuracy assessment shows that the maps achieve an overall accuracy >94.10%, Cohen’s Kappa >87.63%, and F1-score >94.05% across all years, substantially outperforming existing products such as the CGLC evergreen forest layers and simple median probability maps from Dynamic World. These annual 10-m maps offer detailed spatial representation of evergreen forest extent and consistent temporal tracking of changes from 2017 to 2023 in the Central African Republic, providing a valuable resource for studying tropical forest dynamics, monitoring deforestation and degradation, and supporting conservation planning in this ecologically sensitive region.
description: The result is a binary image (evergreen forest cover = 1, others = 0).

Please cite:  https://doi.org/10.3390/rs17040722

(MDPI Style)

Zhao, W.; Zhong, X.; Li, X.; Wang, X.; Du, Y.; Zhang, Y. Automatic Mapping of 10 m Tropical Evergreen Forest Cover in Central African Republic with Sentinel-2 Dynamic World Dataset. Remote Sens. 2025, 17, 722. https://doi.org/10.3390/rs17040722
DOI: 10.5281/zenodo.18491701
title: Automatic Mapping of 10 m Tropical Evergreen Forest Cover in Central African Republic with Sentinel-2 Dynamic World Dataset

description: This dataset provides annual 10-m resolution maps of tropical evergreen forest cover in the Central African Republic (CAR) for the period 2017–2023. The Central African Republic hosts some of the most biodiversity-rich and conservation-critical tropical evergreen forests on Earth, making fine-scale, up-to-date mapping essential for ecological research, biodiversity conservation, and land management. The maps were generated using a novel automated method that leverages the Sentinel-2 Dynamic World dataset. Stable evergreen forest samples were first identified using the Copernicus Global Land Cover Layers (CGLC) and Global Forest Change (GFC) products. Initial evergreen forest cover maps were then produced by applying year-specific thresholds to the annual median forest cover probability layers derived from Dynamic World. Final refined maps were obtained by integrating a Non-Evergreen Forest Index (NEFI) with the thresholded initial maps. Independent accuracy assessment shows that the maps achieve an overall accuracy >94.10%, Cohen’s Kappa >87.63%, and F1-score >94.05% across all years, substantially outperforming existing products such as the CGLC evergreen forest layers and simple median probability maps from Dynamic World. These annual 10-m maps offer detailed spatial representation of evergreen forest extent and consistent temporal tracking of changes from 2017 to 2023 in the Central African Republic, providing a valuable resource for studying tropical forest dynamics, monitoring deforestation and degradation, and supporting conservation planning in this ecologically sensitive region.
description: The result is a binary image (evergreen forest cover = 1, others = 0).

Please cite:  https://doi.org/10.3390/rs17040722

(MDPI Style)

Zhao, W.; Zhong, X.; Li, X.; Wang, X.; Du, Y.; Zhang, Y. Automatic Mapping of 10 m Tropical Evergreen Forest Cover in Central African Republic with Sentinel-2 Dynamic World Dataset. Remote Sens. 2025, 17, 722. https://doi.org/10.3390/rs17040722
DOI: 10.15468/dl.8z7e4a
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Otter (Lutra lutra) - Complementary Studies [2010]"
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015432-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47whr9
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Megaceryle lugubris",
 "Year is 2022"
 ]
}

 The dataset includes 161 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015433-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbqzrx
title: Occurrence Download

description: A dataset containing 32743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Helianthemum nummularium, Helianthemum nummularium, Helianthemum nummularium, Helianthemum nummularium)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 32743 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015431-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed3vay
title: Occurrence Download

description: A dataset containing 730690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Esox",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 730690 records from 767 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015363-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hkja4
title: Occurrence Download

description: A dataset containing 1853 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Japanese encephalitis virus"
 ]
}

 The dataset includes 1853 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015434-260129131611470/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/14747756
title: BITCOIN Historical Datasets 2018-2026 Binance API
DOI: 10.15468/dl.aqggtw
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Otter (Lutra lutra) - Ecological Monitoring Program (2010-11)"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015435-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18212353
title: Deficiency of epithelial MLCK alleviates alcohol-associated liver disease via dendritic cell-Th17 axis
DOI: 10.5281/zenodo.18212354
title: Deficiency of epithelial MLCK alleviates alcohol-associated liver disease via dendritic cell-Th17 axis
DOI: 10.15468/dl.k2j258
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Otter (Lutra lutra) [transects] - Ecological Monitoring Program (2011-17)"
 ]
}

 The dataset includes 197 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015436-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmdtkh
title: Occurrence Download

description: A dataset containing 3243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratitis capitata",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 3243 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015437-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7sytv
title: Occurrence Download

description: A dataset containing 1242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Helichrysum arenarium, Helichrysum arenarium)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1242 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015439-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3b3da
title: Occurrence Download

description: A dataset containing 6960 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Reptiles - Ecological Monitoring Program [2011-2017]"
 ]
}

 The dataset includes 6960 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015438-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjgyvg
title: Occurrence Download

description: A dataset containing 640 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua – Aquatic taxa recorded during fish sampling for population genetic analysis (Complementary Studies – Element 24) [2017]"
 ]
}

 The dataset includes 640 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015440-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vw9mm
title: Occurrence Download

description: A dataset containing 1270 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua: Amphibians - Complementary Studies [2009-2010]"
 ]
}

 The dataset includes 1270 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015441-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18500981
title: Genotype data from 3,866 Mexican individuals restricted to 365 obesity related genes

description: The present data set included the genotype data from 3,866 unrelated Mexican individuals, derived from three previously genotyped cohorts (Diabetes Mexico Study [DMS], n = 1,159; Mexico City Diabetes Study [MCDS], n = 852; Metabolic Analysis in Indigenous Sample [MAIS]; n = 1,041), the Rural Diabetes Study (RUDS, n = 814). 

Genotypes from each data set include the  biallelic variants with a minor allele frequency > 1% located in  356 genes previously associated with obesity and obesity-related traits are included (63,519 SNVs). Data sets are presented in plink format.
DOI: 10.5281/zenodo.18500982
title: Genotype data from 3,866 Mexican individuals restricted to 365 obesity related genes

description: The present data set included the genotype data from 3,866 unrelated Mexican individuals, derived from three previously genotyped cohorts (Diabetes Mexico Study [DMS], n = 1,159; Mexico City Diabetes Study [MCDS], n = 852; Metabolic Analysis in Indigenous Sample [MAIS]; n = 1,041), the Rural Diabetes Study (RUDS, n = 814). 

Genotypes from each data set include the  biallelic variants with a minor allele frequency > 1% located in  356 genes previously associated with obesity and obesity-related traits are included (63,519 SNVs). Data sets are presented in plink format.
DOI: 10.15468/dl.preu6m
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bactrocera zonata",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015443-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29jkse
title: Occurrence Download

description: A dataset containing 9557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Helictotrichon pratense, Helictotrichon pratense, Helictochloa pratensis, Avenula pratensis, Avena pratensis, Avena pratensis, Avena pratensis, Avena pratensis, Avena pratensis, Avenochloa pratensis)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 9557 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015442-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8rmac
title: Occurrence Download

description: A dataset containing 4004 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua: Amphibians - Ecological Monitoring Program [2010-2017]"
 ]
}

 The dataset includes 4004 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015444-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.