cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p1a7t4fv
title: Aquatic reflectance data from Sentinel-2 satellite imagery paired with continuous water quality measurements across the Delaware, Illinois, Trinity, Upper Colorado, and Willamette River basins in the United States from July 2015 through September 2024

description: Aquatic reflectance data from Sentinel-2 satellite imagery is paired with continuous water quality measurements across the Delaware, Illinois, Trinity, Upper Colorado, and Willamette River basins in the United States from July 2015 through September 2024. The dataset contains a zipped file (Matched_WQ_S2.zip) containing two csvs of matched continuous colored dissolved organic matter (CDOM), chlorophyll-a, and turbidity measurements geographically and temporally matched to Sentinel-2 aquatic reflectance pixel values for bands 1 through 8A, 11, and 12. A zip file of python scripts (Aquatic_Reflectance_Extraction_Scripts.zip) is included to recreate the dataset.
DOI: 10.5883/ds-antga
title: Selene Escobar-Ramirez, Ana B. Garcia-Ruilova, Ignacio J. Moreno-Buitron, Melannie Nunez, Paola T. Flores-Males, Maria de Lourdes Torres, David A. Donoso

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/dl.pne8fd
title: Occurrence Download

description: A dataset containing 50121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.22.14_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 50121 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069083-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15631110
title: NGC3109 detection limits

description: This directory contains the completeness results obtained in Doliva-Dolinsky et al. 2025. 
We present the detection limits obtain for a dwarf with a V-band magnitude between mv and mv+0.5 , and log(rh/pc) between log_rh and log_rh+0.2.
DOI: 10.5281/zenodo.15631111
title: NGC3109 detection limits

description: This directory contains the completeness results obtained in Doliva-Dolinsky et al. 2025. 
We present the detection limits obtain for a dwarf with a V-band magnitude between mv and mv+0.5 , and log(rh/pc) between log_rh and log_rh+0.2.
DOI: 10.15468/dl.putb4d
title: Occurrence Download

description: A dataset containing 15694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-144.67605 6.23654,-63.32395 6.23654,-63.32395 38.76346,-144.67605 38.76346,-144.67605 6.23654))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistothorus palustris (A.Wilson, 1810)"
 ]
}

 The dataset includes 15694 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069086-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rv9j62
title: Occurrence Download

description: A dataset containing 1205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-74.33818 -16.04092,-71.04663 -17.8006,-69.57028 -17.22358,-69.69129 -16.94597,-70.03012 -16.59837,-70.48997 -15.94785,-71.62749 -15.1551,-72.644 -14.7576,-73.41848 -14.92136,-74.12036 -15.1551,-74.33818 -16.04092))",
 "HasGeospatialIssue is false",
 "TaxonKey is Metriopelia melanoptera (Molina, 1782)"
 ]
}

 The dataset includes 1205 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069087-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnk3a4
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Hieracia balcanica XI. Typification of the Josef Rohlena’s Hieracium (Asteraceae) names from Montenegro"
 ]
}

 The dataset includes 47 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069089-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/modis/mod10a1.061
title: MODIS/Terra Snow Cover Daily L3 Global 500m SIN Grid, Version 61
DOI: 10.5067/modis/myd10_l2.006
title: MODIS/Aqua Snow Cover 5-Min L2 Swath 500m, Version 6
DOI: 10.5067/modis/myd10cm.006
title: MODIS/Aqua Snow Cover Monthly L3 Global 0.05Deg CMG, Version 6
DOI: 10.5067/modis/myd10c1.006
title: MODIS/Aqua Snow Cover Daily L3 Global 0.05Deg CMG, Version 6
DOI: 10.5067/modis/myd10a2.006
title: MODIS/Aqua Snow Cover 8-Day L3 Global 500m SIN Grid, Version 6
DOI: 10.5067/modis/myd10a1.006
title: MODIS/Aqua Snow Cover Daily L3 Global 500m SIN Grid, Version 6
DOI: 10.5067/modis/myd29.006
title: MODIS/Aqua Sea Ice Extent 5-Min L2 Swath 1km, Version 6
DOI: 10.5067/modis/myd29p1n.006
title: MODIS/Aqua Sea Ice Extent Daily L3 Global 1km EASE-Grid Night, Version 6
DOI: 10.5067/modis/myd29p1d.006
title: MODIS/Aqua Sea Ice Extent Daily L3 Global 1km EASE-Grid Day, Version 6
DOI: 10.5067/modis/myd10c2.006
title: MODIS/Aqua Snow Cover 8-Day L3 Global 0.05Deg CMG, Version 6
DOI: 10.5067/modis/myd29e1d.006
title: MODIS/Aqua Sea Ice Extent and IST Daily L3 Global 4km EASE-Grid Day, Version 6
DOI: 10.5067/modis/mod10cm.006
title: MODIS/Terra Snow Cover Monthly L3 Global 0.05Deg CMG, Version 6
DOI: 10.5067/modis/mod10_l2.006
title: MODIS/Terra Snow Cover 5-Min L2 Swath 500m, Versin 6
DOI: 10.5067/modis/mod10a1.006
title: MODIS/Terra Snow Cover Daily L3 Global 500m SIN Grid, Version 6
DOI: 10.5067/hufjthz6xc8e
title: MODIS/Aqua Snow Cover Monthly L3 Global 0.05Deg CMG, Version 5
DOI: 10.5067/modis/mod10c1.006
title: MODIS/Terra Snow Cover Daily L3 Global 0.05Deg CMG, Version 6
DOI: 10.5067/modis/mod10c2.006
title: MODIS/Terra Snow Cover 8-Day L3 Global 0.05Deg CMG, Version 6
DOI: 10.5067/modis/mod10a2.006
title: MODIS/Terra Snow Cover 8-Day L3 Global 500m SIN Grid, Version 6
DOI: 10.5067/modis/mod29.006
title: MODIS/Terra Sea Ice Extent 5-Min L2 Swath 1km, Version 6
DOI: 10.5067/modis/mod29p1n.006
title: MODIS/Terra Sea Ice Extent Daily L3 Global 1km EASE-Grid Night, Version 6
DOI: 10.5067/modis/mod29p1d.006
title: MODIS/Terra Sea Ice Extent Daily L3 Global 1km EASE-Grid Day, Version 6
DOI: 10.5067/modis/mod29e1d.006
title: MODIS/Terra Sea Ice Extent and IST Daily L3 Global 4km EASE-Grid Day, Version 6
DOI: 10.15468/dl.a6u3rk
title: Occurrence Download

description: A dataset containing 37316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "TaxonKey is Didelphis virginiana Kerr, 1792",
 "Year 2018-2025"
 ]
}

 The dataset includes 37316 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069090-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vetd73
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Desmodium prehensile Schltdl."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069091-250525065834625/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.29360936.v4
title: Data-driven assessment of Apulian road network resilience: bridge unavailability and inner municipality isolation impact

description: Road networks are essential for resource movement, passenger transit, and supply chains. In seismically active areas like Italy, earthquakes can compromise road infrastructure, leading to structural failures and connectivity disruptions. Bridges, vital for travel and emergency response, are especially vulnerable to these extreme events, making their maintenance and recovery crucial for preserving transport efficiency. This study examines the resilience of the Apulian road network against bridge failures. By assessing seismic hazards, the structural vulnerability of each bridge to seismic actions, and the systemic consequences of its failure. A bridge criticality score is defined to support data-driven decision-making for bridge maintenance and recovery. This quantitative metric integrates seismic hazard data at each bridge site, fragility curves, and complex network analysis to provide a comprehensive evaluation of bridge criticality. Additionally, the risk of isolation for inner areas due to bridge disruptions is assessed using graph theory centrality metrics. By combining the bridge criticality score with an emphasis on inner regions, this approach offers valuable insights to improve road network resilience, mitigate isolation risks, and promote territorial sustainability in earthquake-prone zones.
DOI: 10.15468/dl.fwn923
title: Occurrence Download

description: A dataset containing 14361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Chile",
 "OccurrenceStatus is Present",
 "TaxonKey is Enicognathus leptorhynchus (King, 1831)"
 ]
}

 The dataset includes 14361 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069092-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exvu9b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.75704 20.57297,-88.72975 20.57297,-88.72975 20.59719,-88.75704 20.59719,-88.75704 20.57297))",
 "TaxonKey is Meleagris ocellata Cuvier, 1820"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069093-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n8kgd
title: Occurrence Download

description: A dataset containing 2689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Alouatta pigra Lawrence, 1933"
 ]
}

 The dataset includes 2689 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069094-250525065834625/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.29387519
title: Listado de notas periodísticas publicadas en línea sobre el Paro Estudiantil de la Universidad Autónoma del Estado de México en 2020.

description: This document contains the data record of the articles that covered the student movement at the Universidad Autónoma del Estado de México during 2020.It was registered from different dimensions in order to have a more accurate analysis, that is why data such as day, month and year are separated, as well as the complete date of publication of each note. Column A contains the name under which each of the documents that individually represented the published notes were registered.Column B contains the URL retrieved from the published notes.Columns C, D, E and F contain the individual data of the date (day, month and year) they were published.Column G contains the headline of each note written.Column H contains the media outlet that published each note.Column I contains the status (as of May 27, 2025) of the note published online: LYD means the note is available, ND means the note is no longer available online.Column J contains the keywords that were included in the publication of the article (if any).Column K contains the names of the persons who wrote the notes consulted. Several were referred to as having been written by the media outlet's editorial staff.”
DOI: 10.6084/m9.figshare.29387519.v1
title: Listado de notas periodísticas publicadas en línea sobre el Paro Estudiantil de la Universidad Autónoma del Estado de México en 2020.

description: This document contains the data record of the articles that covered the student movement at the Universidad Autónoma del Estado de México during 2020.It was registered from different dimensions in order to have a more accurate analysis, that is why data such as day, month and year are separated, as well as the complete date of publication of each note. Column A contains the name under which each of the documents that individually represented the published notes were registered.Column B contains the URL retrieved from the published notes.Columns C, D, E and F contain the individual data of the date (day, month and year) they were published.Column G contains the headline of each note written.Column H contains the media outlet that published each note.Column I contains the status (as of May 27, 2025) of the note published online: LYD means the note is available, ND means the note is no longer available online.Column J contains the keywords that were included in the publication of the article (if any).Column K contains the names of the persons who wrote the notes consulted. Several were referred to as having been written by the media outlet's editorial staff.”
DOI: 10.6084/m9.figshare.29409719
title: 3º criterio Moriyama. test CIPEJIG

description: 3º criterio Moriyama. test CIPEJIG
DOI: 10.6084/m9.figshare.29409719.v1
title: 3º criterio Moriyama. test CIPEJIG

description: 3º criterio Moriyama. test CIPEJIG
DOI: 10.15468/dl.epr8wj
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Desmodium procumbens (Mill.) C.L.Hitchc."
 ]
}

 The dataset includes 119 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069095-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15732776
title: Data from "Assessing the reliability of the pseudo-Thellier estimates in fired ceramics and source clays"

description: Data used in Poletti et al.: "Assessing the reliability of the pseudo-Thellier estimates in fired ceramics and source clays."The dataset is organized into three parts:(i) Supplementary Table 2, including all parameters used as data selection criteria, relative palaeointensity, remanence anisotropy, calibration factors, and the normalizer values presented in the manuscript;(ii) Directory containing all raw magnetic mineralogy data for ceramics and clays, including thermomagnetic curves, IRM acquistion curves, backfield, S-ratio, and hysteresis loops;(iii) Directory containing all raw data for relative palaeointensity from ceramics and clays, including NRM demagnetization steps, ARM acquisition steps, ARM demagnetization steps, and ARM anisotropy.
DOI: 10.5281/zenodo.15732777
title: Data from "Assessing the reliability of the pseudo-Thellier estimates in fired ceramics and source clays"

description: Data used in Poletti et al.: "Assessing the reliability of the pseudo-Thellier estimates in fired ceramics and source clays."The dataset is organized into three parts:(i) Supplementary Table 2, including all parameters used as data selection criteria, relative palaeointensity, remanence anisotropy, calibration factors, and the normalizer values presented in the manuscript;(ii) Directory containing all raw magnetic mineralogy data for ceramics and clays, including thermomagnetic curves, IRM acquistion curves, backfield, S-ratio, and hysteresis loops;(iii) Directory containing all raw data for relative palaeointensity from ceramics and clays, including NRM demagnetization steps, ARM acquisition steps, ARM demagnetization steps, and ARM anisotropy.
DOI: 10.5281/zenodo.15741710
title: Antibody Training Dataset for "Atomically accurate de novo design of antibodies with RFdiffusion"

description: Antibody Dataset used to train RFdiffusion, and to fine-tune RoseTTAFold2,  in "Atomically accurate de novo design of antibodies with RFdiffusion".

This is taken and modified from SAbDab.
DOI: 10.5281/zenodo.15741709
title: Antibody Training Dataset for "Atomically accurate de novo design of antibodies with RFdiffusion"

description: Antibody Dataset used to train RFdiffusion, and to fine-tune RoseTTAFold2,  in "Atomically accurate de novo design of antibodies with RFdiffusion".

This is taken and modified from SAbDab.
DOI: 10.34740/kaggle/dsv/12284510
title: Transfer_fees_money
DOI: 10.15468/dl.das5ay
title: Occurrence Download

description: A dataset containing 36261 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-449.50765 48.47435,-449.14602 48.47435,-449.14602 48.76667,-449.50765 48.76667,-449.50765 48.47435))",
 "Geometry POLYGON((-89.53843 48.48044,-89.11058 48.48044,-89.11058 48.79608,-89.53843 48.79608,-89.53843 48.48044))"
 ]
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 36261 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069096-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjj3e3
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Desmodium purpusii Brandegee"
 ]
}

 The dataset includes 99 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069097-250525065834625/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/12284570
title: Daftar Pengadilan Indonesia
DOI: 10.15468/dl.st2xrj
title: Occurrence Download

description: A dataset containing 6095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "Geometry POLYGON((-66.86 10.461,-66.814 10.461,-66.814 10.484,-66.86 10.484,-66.86 10.461))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2023-2025"
 ]
}

 The dataset includes 6095 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069098-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14852899
title: Association of copy number alterations with the immune transcriptomic landscape in cancer

description: This repository contains supplementary materials for the research paper "Association of copy number alterations with the immune transcriptomic landscape in cancer". The materials are organized in the following folders:



00_code: code to reproduce the analysis

01_ica_datasets: transcriptional components, sample mixing matrix activities, and gene set enrichment analysis results of the GPL570, ARCHS4, and TCGA datasets

02_ica_cna_tc: identified CNA-TCs and their captured CNA regions, genomic plots of CNA-TCs

03_ica_immune_tc: identified immune-TCs, list of immune gene sets

04_ica_tc_dataset_overlap: reproducibility results of CNA-TCs and immune-TCs across datasets

05_immune_gene_occurences: frequency of genes with high gene weight in immune-TCs, list potential novel immune involved ORFs

06_projection_immune_tc_datasets: GPL570 and TCGA cancer samples corrected mixing matrix activitiy for CNA-TCs and immune-TCs of the other dataset

07_inferred_cna_profiles: TACNA profiles and CNA burden per cancer sample

08_cna_burden_immune_tc_association: cancer sample associations of CNA burden, individual CNAs, and single gene CNAs with immune-TCs

09_projection_single_cell: cell type activity of immune-TCs in a single-cell tumor immune atlas for precision oncology  

10_projection_spatial_transcriptomics: activity of CNA-TC and immune-TC for each spot in spatial transcriptomic datasets from 10xGenomics

11_immunotherapy_response: gene expression data, sample annotation, and mixing matrix of projected GPL570 immune-TCs for 13 immunotherapy response datasets with predictive performance
DOI: 10.5281/zenodo.15739721
title: Public code and data for EPE EEG

description: This release is to create a DOI for this Github repository 2025_epe_eeg. This repository contains the code and data for the manuscript "Separable neural signals for reward and emotion prediction errors"
DOI: 10.5281/zenodo.15739722
title: Public code and data for EPE EEG

description: This release is to create a DOI for this Github repository 2025_epe_eeg. This repository contains the code and data for the manuscript "Separable neural signals for reward and emotion prediction errors"
DOI: 10.34740/kaggle/dsv/12284617
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.7910/dvn/afo1ug
title: Fish locomotor variation: connecting kinematic and energetic modulation

description: data depository for 'Fish locomotor variation: connecting kinematic and energetic modulation'
DOI: 10.34740/kaggle/dsv/12284622
title: Tweets Israeli-Palestinian Conflict: GazaWar
DOI: 10.15468/dl.t37a94
title: Occurrence Download

description: A dataset containing 583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-52.28735 -31.7543,-52.28309 -31.75858,-52.27614 -31.75792,-52.27807 -31.76186,-52.28696 -31.76022,-52.28966 -31.76482,-52.28464 -31.77041,-52.27421 -31.77402,-52.2535 -31.78066,-52.24329 -31.78453,-52.22906 -31.78618,-52.22628 -31.7865,-52.22087 -31.7865,-52.21782 -31.77866,-52.22358 -31.77369,-52.23788 -31.76383,-52.25527 -31.75693,-52.28735 -31.7543))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 583 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069100-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15733862
title: Data for Gabalski, I. et al., "Imaging valence electron rearrangement in a chemical reaction using hard X-ray scattering," Phys. Rev. Lett. DOI:10.1103/53h3-vykl

description: .h5 files containing experimentally measured scattering difference signals for photoexcited ND3 probed with 10 keV X-rays

.npy files containing theoretically modeled scattering (ab initio methods and independent atom model)

time-resolved ND2 bond angles (theoretically modeled) for different reaction pathways
DOI: 10.5281/zenodo.15733863
title: Data for Gabalski, I. et al., "Imaging valence electron rearrangement in a chemical reaction using hard X-ray scattering," Phys. Rev. Lett. DOI:10.1103/53h3-vykl

description: .h5 files containing experimentally measured scattering difference signals for photoexcited ND3 probed with 10 keV X-rays

.npy files containing theoretically modeled scattering (ab initio methods and independent atom model)

time-resolved ND2 bond angles (theoretically modeled) for different reaction pathways
DOI: 10.15468/dl.aybe2y
title: Occurrence Download

description: A dataset containing 8185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylus niloticus Laurenti, 1768"
 ]
}

 The dataset includes 8185 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069101-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.