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

description: A dataset containing 8190 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parthenium integrifolium"
 ]
}

 The dataset includes 8190 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032869-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erfdx2
title: Occurrence Download

description: A dataset containing 451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerastium arvense",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 451 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032871-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15354983
title: Data and Code for: Optimization and Accuracy Validation of a Near-Space 1.27 μm O₂(a¹Δg) Dayglow Forward Model
DOI: 10.5281/zenodo.16356565
title: Data and Code for: Optimization and Accuracy Validation of a Near-Space 1.27 μm O₂(a¹Δg) Dayglow Forward Model
DOI: 10.15468/dl.vf5cuc
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litsea glutinosa",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 231 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032873-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q237cr
title: Occurrence Download

description: A dataset containing 333872 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris minuta)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 333872 records from 470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032841-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tugd5v
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hordeum distichon",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032875-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/v7wt-1r79
title: MARTA Survey: JWST/NIRSpec Observations from Program 1879

description: This dataset includes JWST/NIRSpec observations from Program 1879 (PI: Mirko Curti), part of the MARTA survey, targeting galaxies in the COSMOS field at z ~ 2. The observations were conducted using the MOS mode and were designed to obtain rest-frame optical spectra for direct metallicity measurements.
This dataset is associated with the publication: "MARTA: Temperature-temperature relationships and strong-line metallicity calibrations from multiple auroral lines detections at cosmic noon" (Cataldi et al. 2025, submitted).
DOI: 10.15468/dl.jw3ga2
title: Occurrence Download

description: A dataset containing 7808 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orius insidiosus"
 ]
}

 The dataset includes 7808 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032879-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjx3z3
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032878-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ap2br
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris minuta)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 555 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032880-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd4b97
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Fragaria vesca, Fragaria viridis)"
 ]
}

 The dataset includes 252 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032881-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16356328
title: Regional Attractiveness Index (RAI) and Indicator Database for EU NUTS2 Regions (2010–2022)

description: This dataset provides annual indicator data and composite indices for European NUTS2 regions over the period 2010–2022. It includes the components of the Regional Attractiveness Index (RAI), which measures regional attractiveness in the context of the twin transition (green and digital). The database integrates 20+ socioeconomic, environmental, and digital indicators harmonised across regions.
DOI: 10.5281/zenodo.16356329
title: Regional Attractiveness Index (RAI) and Indicator Database for EU NUTS2 Regions (2010–2022)

description: This dataset provides annual indicator data and composite indices for European NUTS2 regions over the period 2010–2022. It includes the components of the Regional Attractiveness Index (RAI), which measures regional attractiveness in the context of the twin transition (green and digital). The database integrates 20+ socioeconomic, environmental, and digital indicators harmonised across regions.
DOI: 10.15468/dl.eey3re
title: Occurrence Download

description: A dataset containing 390 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrangea sikokiana"
 ]
}

 The dataset includes 390 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032882-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16356551
title: Dataset for 'Bridging the Dat Gap: Revealing Water Quality Through Remote Sensing and Citizen Science'

description: This dataset accompanies the PhD thesis "Bridging the Data Gap: Revealing Water Quality Through Remote Sensing and Citizen Science." It contains all geospatial data, processed products, scripts, and supporting files used in the analyses of Lake Titicaca, Lake Nicaragua, and the Chojasivi community monitoring project.
DOI: 10.5281/zenodo.16356552
title: Dataset for 'Bridging the Dat Gap: Revealing Water Quality Through Remote Sensing and Citizen Science'

description: This dataset accompanies the PhD thesis "Bridging the Data Gap: Revealing Water Quality Through Remote Sensing and Citizen Science." It contains all geospatial data, processed products, scripts, and supporting files used in the analyses of Lake Titicaca, Lake Nicaragua, and the Chojasivi community monitoring project.
DOI: 10.15468/dl.epyraj
title: Occurrence Download

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

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032884-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtfkuq
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylotelephium tatarinowii"
 ]
}

 The dataset includes 225 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032883-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93wj3v
title: Occurrence Download

description: A dataset containing 1206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oldenlandia lancifolia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 1206 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032885-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5tbga
title: Occurrence Download

description: A dataset containing 971 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylotelephium erythrostictum"
 ]
}

 The dataset includes 971 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032886-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15473228
title: CNN model files for "Contrasted trends in phytoplankton diversity, size structure and carbon burial efficiency in the Mediterranean Sea under shifting environmental conditions"

description: This repository contains the CNN model files linked to "Contrasted trends in phytoplankton diversity, size structure and carbon burial efficiency in the Mediterranean Sea under shifting environmental conditions".

It includes an object detection model (Faster R-CNN) trained to detect all microfossil instances on brightfield microscope images. It also includes a classification model (ResNet50) for the automatic labeling of the individual fossil images. Model outputs for the classification model were generated using ParticleTrieur (Marchant et al., 2020: https://doi.org/10.5194/jm-39-183-2020).
DOI: 10.5281/zenodo.15473229
title: CNN model files for "Contrasted trends in phytoplankton diversity, size structure and carbon burial efficiency in the Mediterranean Sea under shifting environmental conditions"

description: This repository contains the CNN model files linked to "Contrasted trends in phytoplankton diversity, size structure and carbon burial efficiency in the Mediterranean Sea under shifting environmental conditions".

It includes an object detection model (Faster R-CNN) trained to detect all microfossil instances on brightfield microscope images. It also includes a classification model (ResNet50) for the automatic labeling of the individual fossil images. Model outputs for the classification model were generated using ParticleTrieur (Marchant et al., 2020: https://doi.org/10.5194/jm-39-183-2020).
DOI: 10.15468/dl.c3gcj4
title: Occurrence Download

description: A dataset containing 69626 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Narcissus pseudonarcissus"
 ]
}

 The dataset includes 69626 records from 1022 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032789-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0170279.10fu
title: SH0170279.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0170280.10fu
title: SH0170280.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0170281.10fu
title: SH0170281.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0170282.10fu
title: SH0170282.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0170283.10fu
title: SH0170283.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0170284.10fu
title: SH0170284.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.56b7ep
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((74.975375 20.428366, 74.90043 20.422789, 74.82734600000001 20.406199, 74.757937 20.379007, 74.693922 20.341887, 74.636887 20.295761, 74.58823599999999 20.241771, 74.549166 20.181254, 74.52063 20.115706, 74.503321 20.046748, 74.49764999999999 19.976079, 74.503742 19.905441, 74.52143 19.836572, 74.55026700000001 19.771164, 74.58953 19.710824, 74.638248 19.657029, 74.695217 19.611098, 74.759038 19.574154, 74.828146 19.547102, 74.90085000000001 19.530601, 74.975375 19.525056, 75.04989999999999 19.530601, 75.122604 19.547102, 75.191712 19.574154, 75.255533 19.611098, 75.31250199999999 19.657029, 75.36122 19.710824, 75.40048299999999 19.771164, 75.42932 19.836572, 75.447008 19.905441, 75.45310000000001 19.976079, 75.447429 20.046748, 75.43012 20.115706, 75.401584 20.181254, 75.362514 20.241771, 75.313863 20.295761, 75.256828 20.341887, 75.192813 20.379007, 75.12340399999999 20.406199, 75.05032 20.422789, 74.975375 20.428366))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001386-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0170285.10fu
title: SH0170285.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.