cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d6477a
title: Occurrence Download

description: A dataset containing 1154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma annulatum Cope, 1886"
 ]
}

 The dataset includes 1154 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296113-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nd6kd4
title: Occurrence Download

description: A dataset containing 132649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium vulgare L.",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 132649 records from 885 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042875-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwx8xn
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenoplectus muricinux (C.B.Clarke) J.Raynal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042897-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.md56ct
title: Occurrence Download

description: A dataset containing 3587358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apidae",
 "Continent is Europe"
 ]
}

 The dataset includes 3587358 records from 2549 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042879-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzf4ey
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polystichum lanosum"
 ]
}

 The dataset includes 52 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004798-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7355qq
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NZCS Upper Tapanahony Expedition 1991"
 ]
}

 The dataset includes 281 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004796-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkymkg
title: Occurrence Download

description: A dataset containing 2620 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia stricta"
 ]
}

 The dataset includes 2620 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004799-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqwfaz
title: Occurrence Download

description: A dataset containing 4455 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia tenuifolia"
 ]
}

 The dataset includes 4455 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004800-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17127746
title: Transcripts of interviews with vaccinators and surveillance officers in the Nigerian immunization program

description: Transcripts of interviews with surveillance officers and vaccinators in eight Nigeria states in 2024.
DOI: 10.5281/zenodo.17127745
title: Transcripts of interviews with vaccinators and surveillance officers in the Nigerian immunization program

description: Transcripts of interviews with surveillance officers and vaccinators in eight Nigeria states in 2024.
DOI: 10.15468/dl.eyp6x8
title: Occurrence Download

description: A dataset containing 21439 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is WCS Cambodia camera trap occurrence data"
 ]
}

 The dataset includes 21439 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004801-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bn6mq
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Proteus anguinus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004802-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t53gju
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Proteus anguinus",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004803-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2tz44
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Proteus anguinus",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004804-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ucekx
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collections ichtyologiques et herpétologiques (BOUM)"
 ]
}

 The dataset includes 322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004805-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2l0scs
title: CCDC 2384035: Experimental Crystal Structure Determination

description: Related Article: Qi-Long Chen, Le Mao, Yi-Fan Pan, Bin Wang, Ka Lu, Zhiwei Jiao, Fu-Min Zhang, Xiao-Ming Zhang, Yong-Qiang Tu|2025|Chem Cat.|5|101414|doi:10.1016/j.checat.2025.101414
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l1qm0
title: CCDC 2384942: Experimental Crystal Structure Determination

description: Related Article: Russell M. Main, Romy Ettlinger, Tia K. Tajnšek, Deborah A. Brako-Amoafo, Maximillian G. Stanzione, Morven J. Duncan, Philip Ettlinger, Gaynor B. Lawrence, Mark R. Warren, Christopher J. Heard, Russell E. Morris|2025|J.Am.Chem.Soc.|147|31260|doi:10.1021/jacs.5c10395
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17118271
title: REVIVE-Flow Blood DNAm Aging Compendium

description: About

This dataset contains a harmonized and curated compendium of human blood DNA methylation profiles, designed for large-scale modeling of epigenetic aging. The data were compiled to train and evaluate the REVIVE-Flow model, a foundation model for blood DNAm aging as described in Litman, E. et al. (2025), "REVIVE-Flow: A Foundation Model for Blood DNAm Aging."

Data Curation & Source

The compendium is a filtered and processed subset of studies aggregated by the MethAgingDB database (Li, S., et al., 2025, Scientific Data). The following inclusion criteria were applied to the MethAgingDB collection to generate this compendium:



Organism: Homo sapiens (Human).

Tissue: Whole blood, peripheral blood mononuclear cells (PBMCs), or other blood-derived sources.

Platform: High-density Illumina arrays with >400,000 CpG probes (e.g., Illumina HumanMethylation450K or EPIC arrays).


The final dataset comprises 6402 samples from 32 independent cohorts.

Data Format

The data are provided in CSV format. Each study contains files corresponding to:



A matrix of methylation beta-values.

A metadata table including chronological age, sex, original study identifier (GEO accession), and other relevant covariates for each sample.
DOI: 10.5281/zenodo.17118272
title: REVIVE-Flow Blood DNAm Aging Compendium

description: About

This dataset contains a harmonized and curated compendium of human blood DNA methylation profiles, designed for large-scale modeling of epigenetic aging. The data were compiled to train and evaluate the REVIVE-Flow model, a foundation model for blood DNAm aging as described in Litman, E. et al. (2025), "REVIVE-Flow: A Foundation Model for Blood DNAm Aging."

Data Curation & Source

The compendium is a filtered and processed subset of studies aggregated by the MethAgingDB database (Li, S., et al., 2025, Scientific Data). The following inclusion criteria were applied to the MethAgingDB collection to generate this compendium:



Organism: Homo sapiens (Human).

Tissue: Whole blood, peripheral blood mononuclear cells (PBMCs), or other blood-derived sources.

Platform: High-density Illumina arrays with >400,000 CpG probes (e.g., Illumina HumanMethylation450K or EPIC arrays).


The final dataset comprises 6402 samples from 32 independent cohorts.

Data Format

The data are provided in CSV format. Each study contains files corresponding to:



A matrix of methylation beta-values.

A metadata table including chronological age, sex, original study identifier (GEO accession), and other relevant covariates for each sample.
DOI: 10.5517/ccdc.csd.cc2p8txq
title: CCDC 2481144: Experimental Crystal Structure Determination

description: Related Article: Ismail Warad|2025|J.Mol.Struct.|1|1|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.8czzef
title: Occurrence Download

description: A dataset containing 5364 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Vertebrate observation dataset of North and West Africa (CIBIO-Biodeserts)"
 ]
}

 The dataset includes 5364 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004806-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcv6wh
title: Occurrence Download

description: A dataset containing 2449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2449 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004807-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ws8etk
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004809-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv9r77
title: Occurrence Download

description: A dataset containing 30828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30828 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004808-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60873/fk2/6ykyf9
title: Niterói - Quilometragem dos ônibus [2025]

description: Dados sobre a quilometragem da frota de ônibus, provendo transporte público na cidade de Niterói (RJ). Quilômetros rodados, número de frota operante e quilometragem média por veículo, por turno do dia no período de Abril de 2025. Observações identificadas por linha de ônibus, consórcio e empresa.
DOI: 10.15468/dl.hjmhn3
title: Occurrence Download

description: A dataset containing 673 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Angolan Herpetological Collection - IICT"
 ]
}

 The dataset includes 673 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004810-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzjyn7
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.16277 -24.25579,-50.83723 -24.25579,-50.83723 -9.74421,-87.16277 -9.74421,-87.16277 -24.25579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Telmatobius culeus"
 ]
}

 The dataset includes 73 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004812-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxxv62
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of type specimens deposited in the Herpetology Collection of the Natural History Museum Gustavo Orcés V. at Escuela Politécnica Nacional (Ecuador)"
 ]
}

 The dataset includes 193 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004813-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjwprg
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004814-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqs5mp
title: Occurrence Download

description: A dataset containing 1568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.25729 -3.02385,-79.25913 -3.07902,-79.18709 -3.07658,-79.18587 -3.01562,-79.22982 -3.00312,-79.25729 -3.02385))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1568 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004816-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjtec5
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 440 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004815-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32e7ge
title: Occurrence Download

description: A dataset containing 3312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3312 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004817-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdfw5n
title: Occurrence Download

description: A dataset containing 1121 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mozambique Herpetological Collection - IICT"
 ]
}

 The dataset includes 1121 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004818-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60873/fk2/zi0m7g
title: Niterói - Passageiros diários ônibus [2025]

description: Número total de passageiros transportados por dia em ônibus provendo serviço de transporte público na cidade de Niterói (RJ) em abril de 2025. Observações identificadas por tipo de dia. Ver Metodologia para mais detalhes sobre a estimação do número de passageiros transportados.
DOI: 10.15468/dl.u6bx6j
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Finds of animals during the spring expedition on the territory of the Right-bank Polissia of Ukraine"
 ]
}

 The dataset includes 221 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004819-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tytp7
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004820-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vr3aaa
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 251 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004821-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4umbue
title: Occurrence Download

description: A dataset containing 118 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 Solanum arcanum"
 ]
}

 The dataset includes 118 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004822-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97n887
title: Occurrence Download

description: A dataset containing 7541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7541 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004824-250914085247600/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/13070788
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.h875tu
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is São Tomé and Príncipe Herpetological Collection - IICT"
 ]
}

 The dataset includes 233 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004825-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17127872
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250915v Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250915v Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17127871
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250915v Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250915v Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.7wgpky
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aix galericulata",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 158 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004828-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.