cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2tq3m8
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Paraguay",
 "DatasetKey is one of (UConn Mammals, MVZ Mammal Collection (Arctos), Museum of Comparative Zoology, Harvard University, RBINS DaRWIN, RBINS Mammal collection)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cerdocyon thous"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011636-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwn8vh
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phanaeus haroldi"
 ]
}

 The dataset includes 318 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011637-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/81055af2-0f0d-4e1c-aa93-cbf037235f93
title: Socioeconomic Realities of the Just Transition: The Case of Western Macedonia, Greece
DOI: 10.15468/dl.bhypks
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Cancer magister"
 ]
}

 The dataset includes 187 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011638-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.3981181
title: Data of "Accuracy of predicting chemical body composition of growing pigs by dual-energy X-ray absorptiometry"

description: Data set for article "Accuracy of predicting chemical body composition of growing pigs by dual-energy X-ray absorptiometry" (DOI). Data set of Swiss Large White entire male pigs for nutrient composition (water, lipid, N, ash, Ca and P) determined by wet-chemistry and body composition (lean mass, body mineral content and fat tissue mass) by dual-energy X-ray absorptiometry (DXA) in the empty body of live pigs and (N=61) in pig carcasses (N=68) within a body weight range from 20 to 100 kg.


metadata.xlsx: description of variables in the data sets


emptybody.txt: corresponds to contents of the empty body at slaughter (three days after DXA live scans) and DXA live scans


Carcass.txt: corresponds to carcass contents and DXA carcass scans on the day of slaughter
DOI: 10.5281/zenodo.3981182
title: Data of "Accuracy of predicting chemical body composition of growing pigs by dual-energy X-ray absorptiometry"

description: Data set for article "Accuracy of predicting chemical body composition of growing pigs by dual-energy X-ray absorptiometry" (DOI). Data set of Swiss Large White entire male pigs for nutrient composition (water, lipid, N, ash, Ca and P) determined by wet-chemistry and body composition (lean mass, body mineral content and fat tissue mass) by dual-energy X-ray absorptiometry (DXA) in the empty body of live pigs and (N=61) in pig carcasses (N=68) within a body weight range from 20 to 100 kg.


metadata.xlsx: description of variables in the data sets


emptybody.txt: corresponds to contents of the empty body at slaughter (three days after DXA live scans) and DXA live scans


Carcass.txt: corresponds to carcass contents and DXA carcass scans on the day of slaughter
DOI: 10.15468/4bkk26
title: The lowermost Pleistocene rodent and soricid (Mammalia) fauna from Beremend 14 locality (South Hungary) and its biostratigraphical and palaeoecological implications

description: This dataset contains the digitized treatments in Plazi based on the original journal article Pazonyi, Piroska, Mészáros, Lukács, Hír, János, Mta-Mtm-Elte, Zoltán Szentesi (2016): The lowermost Pleistocene rodent and soricid (Mammalia) fauna from Beremend 14 locality (South Hungary) and its biostratigraphical and palaeoecological implications. Fragmenta Palaeontologica Hungarica 33: 99-134, DOI: 10.17111/FragmPalHung.2016.33.99, URL: https://doi.org/10.17111/fragmpalhung.2016.33.99Abstract – The limestone quarry of Beremend yielded the classical Late Pliocene and Early Pleistocene vertebrate faunas studied for more than a century. The Beremend 14 site was discovered in the 1970s by Dénes Jánossy. Twenty four small mammal species and twenty seven elements of herpetofauna were identified from its rich vertebrate material. Based on the taxonomical study of small mammals, we suppose that the stratigraphic position of the site is the Early Pleistocene MN 17 Zone. The palaeoecological analysis of the fauna suggests warm, dry climate and open, probably wooded grassland vegetation surroundings of the site with smaller open water surface. With 47 figures and 14 tables.
DOI: 10.15468/dl.4psxd4
title: Occurrence Download

description: A dataset containing 859 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma dumerilii"
 ]
}

 The dataset includes 859 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011640-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqaa43
title: Occurrence Download

description: A dataset containing 649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.60076 10.56513,-74.44157 10.56513,-74.44157 10.6958,-74.60076 10.6958,-74.60076 10.56513))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pimelodus blochii"
 ]
}

 The dataset includes 649 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011639-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7267j4
title: Occurrence Download

description: A dataset containing 811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scybalocanthon sexspilotus"
 ]
}

 The dataset includes 811 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011641-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpzrr4
title: Occurrence Download

description: A dataset containing 732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cyperus nipponicus"
 ]
}

 The dataset includes 732 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011642-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/d3e8309d-ef86-4007-b1e4-9ab6acdf4d08
title: PBL and IPD Methodologies in a Real-World BIM-Based Learning Scenario
DOI: 10.6084/m9.figshare.31324996
title: LVMF Evaluation Raw Dataset

description: This study tests whether skyline view management policies really protect visual heritage. Using a dual-tier assessment framework and longitudinal crowdsourced street-level imagery, it evaluates the London View Management Framework.
DOI: 10.6084/m9.figshare.31324996.v1
title: LVMF Evaluation Raw Dataset

description: This study tests whether skyline view management policies really protect visual heritage. Using a dual-tier assessment framework and longitudinal crowdsourced street-level imagery, it evaluates the London View Management Framework.
DOI: 10.5287/ora-azy00qq6d
title: A thirty-four-marker spectral flow cytometry panel for deep immunophenotyping to characterize activation, cytotoxic and metabolic features of unconventional and conventional T cells in human peripheral blood

description: This data is part of a manuscript describing the development and validation of a spectral flow cytometry panel.
DOI: 10.5281/zenodo.18621772
title: Source data and scripts for publication "A Systematic Atmospheric Parameter Optimization method to Improve ENSO Simulation in the ICON XPP Earth System Model"

description: These source data and scripts contain the complete source data and analysis scripts required to reproduce the optimisation results presented in the manuscript submitted to submitted to Geophysical Model Development, the preprint link for the paper is https://egusphere.copernicus.org/preprints/2026/egusphere-2025-5736/

Key contents include:



script_optimization.zip contains the matlab script to optimize ENSO metrics from emsemble parameters experiments

parameters_sensitivities.zip contains the atmosphere-only and coupled runs' parameters sensitivities, calculated by script_optimization

raw_ENSO_metrics_data.zip contains the raw ENSO metrics results data in atmosphere-only and coupled runs. 

ENSO metrics package, which is the v1.1.3 version of master reposity in ENSO metrics github: https://github.com/CLIVAR-PRP/ENSO_metrics/tree/master#

observation data used in this study
DOI: 10.5281/zenodo.18622333
title: Source data and scripts for publication "A Systematic Atmospheric Parameter Optimization method to Improve ENSO Simulation in the ICON XPP Earth System Model"

description: These source data and scripts contain the complete source data and analysis scripts required to reproduce the optimisation results presented in the manuscript submitted to submitted to Geophysical Model Development, the preprint link for the paper is https://egusphere.copernicus.org/preprints/2026/egusphere-2025-5736/

Key contents include:



script_optimization.zip contains the matlab script to optimize ENSO metrics from emsemble parameters experiments

parameters_sensitivities.zip contains the atmosphere-only and coupled runs' parameters sensitivities, calculated by script_optimization

raw_ENSO_metrics_data.zip contains the raw ENSO metrics results data in atmosphere-only and coupled runs. 

ENSO metrics package, which is the v1.1.3 version of master reposity in ENSO metrics github: https://github.com/CLIVAR-PRP/ENSO_metrics/tree/master#

observation data used in this study
DOI: 10.15468/dl.jqzgwr
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypostomus weberi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011643-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ychsa3
title: Occurrence Download

description: A dataset containing 2073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allamanda cathartica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2073 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011646-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.estzvn
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "StateProvince is Anzoategui",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 312 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011645-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nuyc8e
title: Occurrence Download

description: A dataset containing 28579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((6.79893 44.00057,10.67895 44.00057,10.67895 46.65882,6.79893 46.65882,6.79893 44.00057))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata",
 "Year 2004-2025"
 ]
}

 The dataset includes 28579 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011647-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7m7xwx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.65855 9.82086,-74.5598 9.82086,-74.5598 10.94444,-75.65855 10.94444,-75.65855 9.82086))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trichechus manatus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011651-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2h3d3
title: Occurrence Download

description: A dataset listing the 6568 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Plantas Vasculares del Herbario CTES (CTES-DIG2020)"
 ]
}

 The dataset's 6568 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011624-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18621805
title: Example datasets including DIA-NN "basic" and "semi-tryptic" searches, and a "msms.txt" MaxQuant file before and after rescoring using mokapot from MS2Rescore.

description: The data.zip file contains:



DIA-NN outputs and libraries from searches of raw files associated with Proteobench (https://proteobench.readthedocs.io/en/stable/available-modules/archived-modules/4-quant-lfq-ion-dia-aif/) and using the FASTA file provided on Proteobench ("ProteoBenchFASTA_MixedSpecies_HYE.fasta" file). Predicted libraries were first generated. One search is a "basic" search (using only the "ProteoBenchFASTA_MixedSpecies_HYE.fasta" file to predict a library), another is the same search where we also included the Arabiptosis Thaliana proteome ("uniprotkb_taxonomy_id_3702_AND_reviewed_2026_02_06.fasta"), and another is a search where we activated the "semi-tryptic" option (using only the "ProteoBenchFASTA_MixedSpecies_HYE.fasta" file to predict a library). All the predicted libraries of DIA-NN are included in the files.

 MS2Rescore outputs from rescoring a "msms.txt" MaxQuant file that corresponds to the raw file "20161213_NGHF_DBJ_SA_Exp3A_HeLa_1ug_7min_15000_02.mgf" searched using "uniprot-proteome-human-contaminants.fasta" with MaxQuant.
DOI: 10.5281/zenodo.18621806
title: Example datasets including DIA-NN "basic" and "semi-tryptic" searches, and a "msms.txt" MaxQuant file before and after rescoring using mokapot from MS2Rescore.

description: The data.zip file contains:



DIA-NN outputs and libraries from searches of raw files associated with Proteobench (https://proteobench.readthedocs.io/en/stable/available-modules/archived-modules/4-quant-lfq-ion-dia-aif/) and using the FASTA file provided on Proteobench ("ProteoBenchFASTA_MixedSpecies_HYE.fasta" file). Predicted libraries were first generated. One search is a "basic" search (using only the "ProteoBenchFASTA_MixedSpecies_HYE.fasta" file to predict a library), another is the same search where we also included the Arabiptosis Thaliana proteome ("uniprotkb_taxonomy_id_3702_AND_reviewed_2026_02_06.fasta"), and another is a search where we activated the "semi-tryptic" option (using only the "ProteoBenchFASTA_MixedSpecies_HYE.fasta" file to predict a library). All the predicted libraries of DIA-NN are included in the files.

 MS2Rescore outputs from rescoring a "msms.txt" MaxQuant file that corresponds to the raw file "20161213_NGHF_DBJ_SA_Exp3A_HeLa_1ug_7min_15000_02.mgf" searched using "uniprot-proteome-human-contaminants.fasta" with MaxQuant.
DOI: 10.15468/dl.trqre7
title: Occurrence Download

description: A dataset containing 1854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cyperus niveus"
 ]
}

 The dataset includes 1854 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011653-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jk9kq
title: Occurrence Download

description: A dataset containing 43709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Semotilus atromaculatus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 43709 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011652-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svx3k7
title: Occurrence Download

description: A dataset containing 2462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Chthamalus dalli"
 ]
}

 The dataset includes 2462 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011655-260208012135463/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/14819118
title: BOS Kemdikbud
DOI: 10.15468/dl.6gbfgu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allowoodsonia whitmorei",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011657-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjsn64
title: Occurrence Download

description: A dataset containing 2181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-82.25419 43.63724,-80.36503 43.63724,-80.36503 45.39019,-82.25419 45.39019,-82.25419 43.63724))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Danaus plexippus"
 ]
}

 The dataset includes 2181 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011656-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18622348
title: [DUMMY DATASET] Monthly Salaries of Lars farm employees

description: This is a dummy dataset created exclusively for testing the restricted access functionality of the Zenodo repository. It contains non-sensitive, fictional payroll information for the "Lars Moisture Farm" (Star Wars) to simulate how the system handles private administrative records.

This is not real-world data and is intended for technical verification only.
DOI: 10.5281/zenodo.18622349
title: [DUMMY DATASET] Monthly Salaries of Lars farm employees

description: This is a dummy dataset created exclusively for testing the restricted access functionality of the Zenodo repository. It contains non-sensitive, fictional payroll information for the "Lars Moisture Farm" (Star Wars) to simulate how the system handles private administrative records.

This is not real-world data and is intended for technical verification only.
DOI: 10.25574/29833
title: Chandra X-ray Observatory ObsId 29833

description: The quest for the energy source powering Superluminous Supernovae (SLSNe)
DOI: 10.5281/zenodo.18622298
title: Integrating Imaging, Clinical, and Pathological Data on Post-hepatectomy Liver Failure

description: We present a multi-institutional dataset of preoperative Gd-EOB-DTPA-enhanced MRI scans, comprising 14,895 images across three academic medical centers. This comprehensive dataset includes more than 20,000 expert annotations of key anatomical structures - such as the liver, Couinaud liver segments, liver tumors, spleen, and psoas muscles - enabling automated quantification of future liver remnant (FLR) volume and functional assessment. Additionally, it incorporates detailed clinicopathological variables, with all annotations subjected to a two-tier radiological review process to ensure labeling accuracy and reliability. By integrating FLR volume, Gd-EOB-DTPA-enhanced MRI-derived functional parameters, and clinical risk factors, this dataset serves as a foundational resource for developing interpretable and generalizable AI models.
DOI: 10.5281/zenodo.17547472
title: Integrating Imaging, Clinical, and Pathological Data on Post-hepatectomy Liver Failure

description: We present a multi-institutional dataset of preoperative Gd-EOB-DTPA-enhanced MRI scans, comprising 14,895 images across three academic medical centers. This comprehensive dataset includes more than 20,000 expert annotations of key anatomical structures - such as the liver, Couinaud liver segments, liver tumors, spleen, and psoas muscles - enabling automated quantification of future liver remnant (FLR) volume and functional assessment. Additionally, it incorporates detailed clinicopathological variables, with all annotations subjected to a two-tier radiological review process to ensure labeling accuracy and reliability. By integrating FLR volume, Gd-EOB-DTPA-enhanced MRI-derived functional parameters, and clinical risk factors, this dataset serves as a foundational resource for developing interpretable and generalizable AI models.
DOI: 10.15468/dl.z2vzsy
title: Occurrence Download

description: A dataset containing 4911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagarosiphon major",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-24.6 34.6, 35.65 34.6, 35.65 72, -24.6 72, -24.6 34.6))"
 ]
}

 The dataset includes 4911 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011369-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.