cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.un66b4
title: Occurrence Download

description: A dataset containing 56082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Country is Switzerland",
 "Geometry POLYGON((7.73424 46.54309,9.259 46.54309,9.259 47.29523,7.73424 47.29523,7.73424 46.54309))",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2015-2026"
 ]
}

 The dataset includes 56082 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012088-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17790337
title: Multimodal colorectal cancer dataset (FT-IR spectroscopy and Whole Slide Imaging)

description: This dataset contains paired mid-infrared (MIR) spectroscopic data, collected using Fourier-transform infrared (FT-IR) spectroscopy, and Whole Slide Images (WSIs) from human colorectal cancer tissue microarrays (TMAs). The dataset was generated to support research in computational pathology, multimodal learning, tissue classification, and molecular imaging.

Data was collected from the measurements of 9 TMAs each containing 30-48 tissue cores. Each tissue core in a TMA is represented by the following MIR data:- A full MIR hyperspectral image (.txt format) (7744 spectra with X and Y coordinates in a table)- A visible light RGB reference image (.bmp format) taken by the microscope from the MIR measurement area- A helper file to edit the .bmp images with the Perkin Elmer software (.stg format)- Metadata associated with every single MIR measurements (.json format)

WSIs are stored for every TMA as:- A folder containing the body of the WSI- A thumbnail allowing for data analysis on the WSI (.mrxs format)

Each TMA has its own distribution of normal (NC), primer colorectal carcinoma (CRC) and colorectal liver metastasis (CRLM) tissue cores with the cancer labels, core IDs, respective patient IDs, and data availability (has MIR data, is on a WSI):- Metadata files containing all of the above (.csv format)

The tissue core ID layout that is consistent with every TMA was stored as a .pdf image that depicts the thumbnail of a WSI side-by-side with the IDs belonging to each tissue core. To avoid confusing the core IDs when rotating the TMA, four marker tissue cores were added on the two sides of each TMA, making core identification trivial.
DOI: 10.5281/zenodo.17790336
title: Multimodal colorectal cancer dataset (FT-IR spectroscopy and Whole Slide Imaging)

description: This dataset contains paired mid-infrared (MIR) spectroscopic data, collected using Fourier-transform infrared (FT-IR) spectroscopy, and Whole Slide Images (WSIs) from human colorectal cancer tissue microarrays (TMAs). The dataset was generated to support research in computational pathology, multimodal learning, tissue classification, and molecular imaging.

Data was collected from the measurements of 9 TMAs each containing 30-48 tissue cores. Each tissue core in a TMA is represented by the following MIR data:- A full MIR hyperspectral image (.txt format) (7744 spectra with X and Y coordinates in a table)- A visible light RGB reference image (.bmp format) taken by the microscope from the MIR measurement area- A helper file to edit the .bmp images with the Perkin Elmer software (.stg format)- Metadata associated with every single MIR measurements (.json format)

WSIs are stored for every TMA as:- A folder containing the body of the WSI- A thumbnail allowing for data analysis on the WSI (.mrxs format)

Each TMA has its own distribution of normal (NC), primer colorectal carcinoma (CRC) and colorectal liver metastasis (CRLM) tissue cores with the cancer labels, core IDs, respective patient IDs, and data availability (has MIR data, is on a WSI):- Metadata files containing all of the above (.csv format)

The tissue core ID layout that is consistent with every TMA was stored as a .pdf image that depicts the thumbnail of a WSI side-by-side with the IDs belonging to each tissue core. To avoid confusing the core IDs when rotating the TMA, four marker tissue cores were added on the two sides of each TMA, making core identification trivial.
DOI: 10.5281/zenodo.18258676
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS260115o 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 MS260115o Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.18258677
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS260115o 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 MS260115o Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.kahxk8
title: Occurrence Download

description: A dataset containing 63776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "Issue" : [
 "is one of (Coordinate precision invalid, Coordinate uncertainty meters invalid)"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is 2025",
 "GadmGid is one of (AUT.5.3_2, AUT.6.4_2)"
 ]
}

 The dataset includes 63776 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012126-260108223611665/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/14508768
title: BOS Kemdikbud
DOI: 10.6084/m9.figshare.31073683
title: A continental magmatic arc existed during the global “tectono‑magmatic lull”:Evidence from ca. 2.3 Ga intrusive rocks of the Taihua Complex in the North ChinaCraton

description: The supporting information Text S1 presents the analytical methods. Figures S1 and S2 consist of the element correlation diagrams and the LOI vs. major element variation diagram, respectively, for the quartz diorite, diorite, gabbro-diorite, and hornblendite samples from the southern margin of the North China Craton.
DOI: 10.6084/m9.figshare.31073683.v1
title: A continental magmatic arc existed during the global “tectono‑magmatic lull”:Evidence from ca. 2.3 Ga intrusive rocks of the Taihua Complex in the North ChinaCraton

description: The supporting information Text S1 presents the analytical methods. Figures S1 and S2 consist of the element correlation diagrams and the LOI vs. major element variation diagram, respectively, for the quartz diorite, diorite, gabbro-diorite, and hornblendite samples from the southern margin of the North China Craton.
DOI: 10.15468/dl.d6g63v
title: Occurrence Download

description: A dataset containing 739570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.2_1",
 "GbifRegion is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1950-2025"
 ]
}

 The dataset includes 739570 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012121-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7umfr
title: Occurrence Download

description: A dataset containing 1781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lobaria pulmonaria"
 ]
}

 The dataset includes 1781 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012154-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18208127
title: Notas de leitura do processo "Proyecto de 100 Viviendas Subvencionadas y Urbanización en Benavente, correspondiente al Grupo ZA-10-CD/71 [1971-1972]"

description: Notas de leitura do processo “Proyecto de 100 Viviendas Subvencionadas y Urbanización en Benavente, correspondiente al Grupo ZA-10-CD/71 [1971-1972]” existente no Archivo Histórico Provincial de Zamora, em Zamora. 

Registo efetuado em março de 2025 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/es/documentacion/expedientes/61236/proyecto-de-100-viviendas-subvencionadas-y-urbanizacion-en-benavente-correspondiente-al-grupo-za-10-cd71-1971-1972. 

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em janeiro de 2026.
DOI: 10.5281/zenodo.18208128
title: Notas de leitura do processo "Proyecto de 100 Viviendas Subvencionadas y Urbanización en Benavente, correspondiente al Grupo ZA-10-CD/71 [1971-1972]"

description: Notas de leitura do processo “Proyecto de 100 Viviendas Subvencionadas y Urbanización en Benavente, correspondiente al Grupo ZA-10-CD/71 [1971-1972]” existente no Archivo Histórico Provincial de Zamora, em Zamora. 

Registo efetuado em março de 2025 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/es/documentacion/expedientes/61236/proyecto-de-100-viviendas-subvencionadas-y-urbanizacion-en-benavente-correspondiente-al-grupo-za-10-cd71-1971-1972. 

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em janeiro de 2026.
DOI: 10.15468/dl.8rvrpv
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eurya glandulosa"
 ]
}

 The dataset includes 109 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012147-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mycyrz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cicer kermanense"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012149-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95qsm5
title: Occurrence Download

description: A dataset containing 2531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((125.11068 33.59116,127.81721 33.59116,127.81721 35.97309,125.11068 35.97309,125.11068 33.59116))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Anas platyrhynchos, Phalacrocorax carbo, Anser fabalis)",
 "Year 2020-2026"
 ]
}

 The dataset includes 2531 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012155-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qppyjp
title: Occurrence Download

description: A dataset containing 11571764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Plantae",
 "Year 1907-2026"
 ]
}

 The dataset includes 11571764 records from 1628 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012124-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf5m22
title: Occurrence Download

description: A dataset listing the 87 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((134.48081 -17.741,144.70296 -17.741,144.70296 -7.8769,134.48081 -7.8769,134.48081 -17.741))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myliobatiformes",
 "Year 1950-2025"
 ]
}

 The dataset's 87 records were derived from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006767-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrgy7t
title: Occurrence Download

description: A dataset containing 973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-5.47703 36.1175,-5.47795 36.11713,-5.47922 36.1166,-5.48075 36.116,-5.48134 36.11572,-5.4823 36.11497,-5.48364 36.11496,-5.48492 36.11523,-5.48554 36.11524,-5.48606 36.11478,-5.48648 36.11462,-5.48705 36.11492,-5.48862 36.11527,-5.48904 36.11543,-5.49008 36.11531,-5.49078 36.11471,-5.4909 36.11386,-5.49143 36.11358,-5.49209 36.11311,-5.49276 36.1127,-5.49348 36.11292,-5.49433 36.11292,-5.49504 36.11275,-5.49555 36.11274,-5.49515 36.11237,-5.4934 36.11215,-5.49243 36.11217,-5.49106 36.11312,-5.49048 36.1136,-5.48961 36.1141,-5.48895 36.11472,-5.48823 36.11458,-5.48768 36.11421,-5.48694 36.11404,-5.48585 36.11405,-5.4846 36.11427,-5.48312 36.1142,-5.48173 36.11451,-5.47972 36.11547,-5.47748 36.11655,-5.47677 36.1171,-5.47703 36.1175)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 973 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006781-250515123054153/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.29046254.v2
title: The 2025 Global Research Council survey of funder approaches to responsible research assessment: Anonymised Dataset and Codebook

description: The second GRC Responsible Research Assessment (RRA) survey was conducted during 2024 and closed on the 6th of January 2025. Fifty public research funders across the globe have participated in this survey, so this report is able to give a robust global picture of the current state of RRA among funding organisations. Invitations to complete the survey were sent to representatives of all public research funding organisations participating in the Global Research Council during the time of the survey. This gave us a population (‘n’) of 117.There were a total of 50 responses, including 47 complete and 3 incomplete ones. To account for this, as well as for occasional non-completion of individual survey items by some respondents, we note the response count (‘n’) in each data graph in this report. Taking full and partial responses together, our response rate is 43%.Most questions had a closed point-and-click format, lending themselves to quantified data presentation. However, there were also several open text entry fields that respondents could use. Where helpful, we present summaries or anonymised extracts from this qualitative information to further contextualise and deepen the quantitative findings.The anonymised selected dataset is available here<b>.</b> We have removed any variables that may conceivably allow for identification of specific respondents or organisations. Requests for data not covered in the public set can be directed to the RoRI AGORRA team, who will consider each data request on an individual basis, prioritising anonymity of respondents in all cases.The research was granted approval by the Ethics Review Committee of the Faculty of Social and Behavioral Sciences, Leiden University.
DOI: 10.5281/zenodo.15462977
title: The aroma compounds detected in the study based on chemical structure, producing microorganisms and sensory properties.
DOI: 10.5281/zenodo.15462978
title: The aroma compounds detected in the study based on chemical structure, producing microorganisms and sensory properties.
DOI: 10.15468/dl.jvx583
title: Occurrence Download

description: A dataset listing the 69 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((136.38243 -17.14097,142.79588 -17.14097,142.79588 -10.24748,136.38243 -10.24748,136.38243 -17.14097))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myliobatiformes",
 "Year 1950-2025"
 ]
}

 The dataset's 69 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006773-250515123054153/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.29046254
title: The 2025 Global Research Council survey of funder approaches to responsible research assessment: Anonymised Dataset and Codebook

description: The second GRC Responsible Research Assessment (RRA) survey was conducted during 2024 and closed on the 6th of January 2025. Fifty public research funders across the globe have participated in this survey, so this report is able to give a robust global picture of the current state of RRA among funding organisations. Invitations to complete the survey were sent to representatives of all public research funding organisations participating in the Global Research Council during the time of the survey. This gave us a population (‘n’) of 117.There were a total of 50 responses, including 47 complete and 3 incomplete ones. To account for this, as well as for occasional non-completion of individual survey items by some respondents, we note the response count (‘n’) in each data graph in this report. Taking full and partial responses together, our response rate is 43%.Most questions had a closed point-and-click format, lending themselves to quantified data presentation. However, there were also several open text entry fields that respondents could use. Where helpful, we present summaries or anonymised extracts from this qualitative information to further contextualise and deepen the quantitative findings.The anonymised selected dataset is available here<b>.</b> We have removed any variables that may conceivably allow for identification of specific respondents or organisations. Requests for data not covered in the public set can be directed to the RoRI AGORRA team, who will consider each data request on an individual basis, prioritising anonymity of respondents in all cases.The research was granted approval by the Ethics Review Committee of the Faculty of Social and Behavioral Sciences, Leiden University.
DOI: 10.15468/dl.sm9g2a
title: Occurrence Download

description: A dataset containing 7191 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurium quadrifolium"
 ]
}

 The dataset includes 7191 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038750-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sk4bqt
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea iberica",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038753-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cy4txy
title: Occurrence Download

description: A dataset containing 16745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is IND.11.28_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 16745 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038752-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bg4n9g
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus acetosella"
 ]
}

 The dataset includes 476 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038754-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shr7ze
title: Occurrence Download

description: A dataset containing 15052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pimelea humilis"
 ]
}

 The dataset includes 15052 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038751-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3s3aw
title: Occurrence Download

description: A dataset containing 2189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus vitifolius"
 ]
}

 The dataset includes 2189 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038755-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt8up5
title: Occurrence Download

description: A dataset containing 144970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Verbascum nigrum"
 ]
}

 The dataset includes 144970 records from 767 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038620-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcx6aa
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vella lucentina"
 ]
}

 The dataset includes 239 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038756-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.