cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h6xeg8
title: Occurrence Download

description: A dataset containing 344816 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Mammal Atlas Project, online recording"
 ]
}

 The dataset includes 344816 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068517-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3h2yb
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Leptochiton asellus (Gmelin, 1791)",
 "Year 1970-2000"
 ]
}

 The dataset's 2 records were derived from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068513-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8unxa
title: Occurrence Download

description: A dataset containing 535387 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Data collected on citizen science web portal www.ornitho.cat"
 ]
}

 The dataset includes 535387 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068514-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15736506
title: ImageNet LSVRC 2012 Downsampled 32x32

description: Downsampled version of the original ImageNet LSVRC 2012 dataset, with meta.bin, train and val included such that it can easily be loaded with torchvision's torchvision.datasets.ImageNet.
DOI: 10.15468/dl.j33yub
title: Occurrence Download

description: A dataset containing 16098 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The BCT/MTUK Bats & Roadside Mammals Survey"
 ]
}

 The dataset includes 16098 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068523-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymza4z
title: Occurrence Download

description: A dataset containing 1450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation, Occurrence evidence, Living Specimen)",
 "Continent is Europe",
 "Country is Italy",
 "GadmGid is one of (ITA.8_1, ITA.4_1, ITA.5_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus ilex L."
 ]
}

 The dataset includes 1450 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068525-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyqar7
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "TaxonKey is Lithocarpus hancei (Benth.) Rehder"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068524-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c67tdp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Bhutan, Nepal, Myanmar, Afghanistan, Pakistan, Bangladesh)",
 "TaxonKey is Arhopala khamti Doherty, 1891"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068526-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgv33s
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Nepal, India, Myanmar, China, Bangladesh, Pakistan, Afghanistan, Bhutan)",
 "TaxonKey is Arhopala atrax (Hewitson, 1862)"
 ]
}

 The dataset includes 66 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068527-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15271637
title: Global Dataset on GDP, Food Prices, Food Insecurity, and Health Expenditure (1960–2024)
title: Global Dataset on GDP, Food Prices, Food Insecurity, and Health Expenditure (1960–2024)

description: This dataset compiles yearly global indicators from 1960 to 2024, including GDP (both nominal and PPP-adjusted), food insecurity index, health expenditure, income inequality (GINI), and detailed food price indices (overall, meat, dairy, cereals, vegetable oils, and sugar). The dataset is structured to support multicausal econometric modeling, including VAR and mediation analysis, on the interconnections between socioeconomic and food-related health determinants. It was used in the study titled "Examining the Interconnections Among Income, Food Prices, Food Insecurity, and Health Expenditure: A Multicausality Approach" submitted to BMC Public Health.
DOI: 10.5281/zenodo.15736704
title: Global Dataset on GDP, Food Prices, Food Insecurity, and Health Expenditure (1960–2024)
title: Global Dataset on GDP, Food Prices, Food Insecurity, and Health Expenditure (1960–2024)

description: This dataset compiles yearly global indicators from 1960 to 2024, including GDP (both nominal and PPP-adjusted), food insecurity index, health expenditure, income inequality (GINI), and detailed food price indices (overall, meat, dairy, cereals, vegetable oils, and sugar). The dataset is structured to support multicausal econometric modeling, including VAR and mediation analysis, on the interconnections between socioeconomic and food-related health determinants. It was used in the study titled "Examining the Interconnections Among Income, Food Prices, Food Insecurity, and Health Expenditure: A Multicausality Approach" submitted to BMC Public Health.
DOI: 10.15468/dl.4dwes5
title: Occurrence Download

description: A dataset containing 85237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pluteus Fr.",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 85237 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068510-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15736689
title: PanelAppRex base

description: Gene panel data is critical for variant interpretation and genomic diagnostics, yet existing resources remain fragmented, inconsistently annotated, and difficult to interrogate programmatically. We present PanelAppRex, a harmonised resource and interactive search platform integrating over 58,000 curated gene-disease panel associations, including NHS-approved diagnostic panels. It supports natural language-style queries by gene, phenotype, disease group, and mode of inheritance (MOI), returning machine-readable results in multiple export formats. The system achieved 100% top-panel accuracy in benchmarked case studies of genetic immune disease diagnosis. The core dataset includes stan- dardised gene identifiers, disease annotations, MOI, and supporting literature, enabling integration into bioinformatic pipelines. Beyond interactive search, PanelAppRex provides a structured foundation for modelling genome-wide diagnostic priors and evidence-aware variant interpretation.
DOI: 10.5281/zenodo.15736688
title: PanelAppRex base

description: Gene panel data is critical for variant interpretation and genomic diagnostics, yet existing resources remain fragmented, inconsistently annotated, and difficult to interrogate programmatically. We present PanelAppRex, a harmonised resource and interactive search platform integrating over 58,000 curated gene-disease panel associations, including NHS-approved diagnostic panels. It supports natural language-style queries by gene, phenotype, disease group, and mode of inheritance (MOI), returning machine-readable results in multiple export formats. The system achieved 100% top-panel accuracy in benchmarked case studies of genetic immune disease diagnosis. The core dataset includes stan- dardised gene identifiers, disease annotations, MOI, and supporting literature, enabling integration into bioinformatic pipelines. Beyond interactive search, PanelAppRex provides a structured foundation for modelling genome-wide diagnostic priors and evidence-aware variant interpretation.
DOI: 10.5281/zenodo.15574763
title: Experimental failure analysis of interlaminar and intralaminar delamination of titanium-based laminates with various surface treatment

description: Fibre Metal Laminates are currently an interesting group of materials, which consist of alternating metal and composite layers. They are characterized by low density, high static and fatigue strength, impact, and corrosion resistance. In FML laminates the prevalent failure mechanism is delamination at the metal-composite interface whichresults directly from the inefficient metal surface preparation. Therefore, one of the most important scientific problem in fibre metal laminates remains the metal surface modification to receive an appropriate adhesion at the metal–composite interface. It determines obtaining a combination of high strength and quality joint, with increased resistance to interlayer cracking and environmental conditions.

The dataset contains results from single-lap tests of titanium-carbon-based fibre metal laminates with different surface treatment methods. 

Different surface treatment titanium methods were created based on new and standard conditions including mechanical, chemical methods and transition layers for conventional fiber metal laminates. The proposed methods were based on the standard conditions defined for conventional fibre metal laminates like GLARE.

Parametric studies based on strength, stresses and the dominant failure type were used to compare the methods and select the most effective titanium surface preparation for use with titanium-based fibre metal laminates.
DOI: 10.5281/zenodo.15574764
title: Experimental failure analysis of interlaminar and intralaminar delamination of titanium-based laminates with various surface treatment

description: Fibre Metal Laminates are currently an interesting group of materials, which consist of alternating metal and composite layers. They are characterized by low density, high static and fatigue strength, impact, and corrosion resistance. In FML laminates the prevalent failure mechanism is delamination at the metal-composite interface whichresults directly from the inefficient metal surface preparation. Therefore, one of the most important scientific problem in fibre metal laminates remains the metal surface modification to receive an appropriate adhesion at the metal–composite interface. It determines obtaining a combination of high strength and quality joint, with increased resistance to interlayer cracking and environmental conditions.

The dataset contains results from single-lap tests of titanium-carbon-based fibre metal laminates with different surface treatment methods. 

Different surface treatment titanium methods were created based on new and standard conditions including mechanical, chemical methods and transition layers for conventional fiber metal laminates. The proposed methods were based on the standard conditions defined for conventional fibre metal laminates like GLARE.

Parametric studies based on strength, stresses and the dominant failure type were used to compare the methods and select the most effective titanium surface preparation for use with titanium-based fibre metal laminates.
DOI: 10.15468/dl.94dvsw
title: Occurrence Download

description: A dataset containing 2085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation, Occurrence evidence, Living Specimen)",
 "Continent is Europe",
 "Country is Italy",
 "GadmGid is one of (ITA.4_1, ITA.8_1, ITA.5_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Olea europaea L."
 ]
}

 The dataset includes 2085 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068528-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ss8trr
title: Occurrence Download

description: A dataset containing 11958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Huperzia serrata (Thunb.) Trevis."
 ]
}

 The dataset includes 11958 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068529-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mj9iy
title: Occurrence Download

description: A dataset containing 1740 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera tigris (Linnaeus, 1758)"
 ]
}

 The dataset includes 1740 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030033-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.17444
title: Chandra X-ray Observatory ObsId 17444

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.sx8smn
title: Occurrence Download

description: A dataset containing 2146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Ognorhynchus icterotis (Massena & Souance, 1854)"
 ]
}

 The dataset includes 2146 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066297-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzadcz
title: Occurrence Download

description: A dataset containing 872 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agropyron cristatum (L.) Gaertn."
 ]
}

 The dataset includes 872 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058009-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkqhc7
title: Occurrence Download

description: A dataset containing 2563 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum capsicoides All."
 ]
}

 The dataset includes 2563 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052029-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.17446
title: Chandra X-ray Observatory ObsId 17446

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.akvurz
title: Occurrence Download

description: A dataset containing 2073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Phlox pilosa L."
 ]
}

 The dataset includes 2073 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065218-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvm89t
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Odontoglossum Kunth"
 ]
}

 The dataset includes 121 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060646-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsx1ff
title: Occurrence Download

description: A dataset containing 10662 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus atrox Baird & Girard, 1853"
 ]
}

 The dataset includes 10662 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007743-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o191bm
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mansonia altissima A.Chev."
 ]
}

 The dataset includes 218 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030033-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3iflo
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cichlasoma intermedium (Günther, 1862)"
 ]
}

 The dataset includes 343 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007743-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iw7b0q
title: Occurrence Download

description: A dataset containing 1522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 1522 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007555-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.15267
title: Chandra X-ray Observatory ObsId 15267

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.97q66x
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Atriplex nummularia subsp. nummularia"
 ]
}

 The dataset includes 104 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065225-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vpfby
title: Occurrence Download

description: A dataset containing 3961 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astacus astacus (Linnaeus, 1758)"
 ]
}

 The dataset includes 3961 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007743-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l7ycry
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monodelphis scalops (Thomas, 1888)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007555-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4jbve
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((53.98382 37.06569,49.9554 37.39569,49.5793 36.86619,50.00677 35.97088,50.71788 35.46489,51.94036 35.20253,54.00579 35.668,54.20355 36.60846,54.24749 36.97797,53.98382 37.06569))",
 "HasGeospatialIssue is false",
 "TaxonKey is Grus leucogeranus Pallas, 1773",
 "Year 2000-2021"
 ]
}

 The dataset includes 62 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065226-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpunc2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Côte d’Ivoire",
 "TaxonKey is Crotalaria ononoides Benth."
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007743-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.20ns7z
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campylopterus calcirupicola Lopes, de Vasconcelos & Gonzaga, 2017"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007555-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adt5kd
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Gorilla beringei beringei"
 ]
}

 The dataset includes 209 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073680-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.14195
title: Chandra X-ray Observatory ObsId 14195

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".