cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.85sdx7
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schkuhria pinnata",
 "Country is Namibia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013749-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epmad8
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schkuhria pinnata",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013751-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a47kqz
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium guajava",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013754-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjvreg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vania campylophylla"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013755-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vfha4
title: Occurrence Download

description: A dataset containing 28705 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spiraea alba"
 ]
}

 The dataset includes 28705 records from 371 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013752-250717081556266/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/12517980
title: Mahanagar Yatayat Transport Dataset
DOI: 10.15468/dl.gxsk2j
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum creticum"
 ]
}

 The dataset includes 101 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013756-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj4zqb
title: Occurrence Download

description: A dataset containing 0 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 (Odocoileus hemionus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013759-250717081556266/datasets/export for details.
DOI: 10.15468/dl.aag423
title: Occurrence Download

description: A dataset containing 19852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China)",
 "TaxonKey is Broussonetia papyrifera"
 ]
}

 The dataset includes 19852 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013757-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghmrhp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagopyrum esculentum",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013758-250717081556266/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12517989
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.2jf5s8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum vuralii"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013760-250717081556266/datasets/export for details.
DOI: 10.15468/dl.pyug5v
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhamdia mounseyi"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013763-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bds7rp
title: Occurrence Download

description: A dataset containing 13033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica tournefortii",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13033 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013765-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s66wag
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pupalia lappacea",
 "Country is Namibia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013766-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.me522k
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passer euchlorus"
 ]
}

 The dataset includes 185 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013764-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3anb9w
title: Occurrence Download

description: A dataset containing 107927 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vigna unguiculata"
 ]
}

 The dataset includes 107927 records from 376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013676-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcpchm
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium guajava",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 168 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013767-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bmy5x
title: Occurrence Download

description: A dataset containing 88986 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dianthus armeria"
 ]
}

 The dataset includes 88986 records from 1455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013655-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14578299
title: delphinID: deep learning models for automatic identification of Northeast Atlantic delphinid species from acoustic recordings of whistles and clicks

description: delphinID models are deep convolutional neural networks (CNNs) trained in Python Tensorflow 2.18.0 to automatically classify detections of delphinid whistles and clicks to species by latent patterns in average low-frequency power spectra calculated across groups, or frames, of detections. Separate models for classifying based on either whistle or click detections output predictions intended to be used as a feature vector for an event classifier, which predicts species based on information from both whistles and clicks. Cross-validated testing estimates delphinID to classify events with average accuracy ranging from 80% for Delphinus delphis to 92% for Lagenorhynchus albirostris. Species that delphinID can classify from acoustic recordings in the Northeast Atlantic are listed below:



Atlantic white-sided dolphin (Lagenorhynchus acutus)

Common bottlenose dolphin (Tursiops truncatus)

Killer whale (Orcinus orca)

Long-finned pilot whale (Globicephala melas)

Risso's dolphin (Grampus griseus)

Short-beaked common dolphin (Delphinus delphis)

White-beaked dolphin (Lagenorhynchus albirostris)


Both click and whistle classifiers were trained and evaluated exclusively on visually-confirmed single species recordings of these species and only evaluated on recordings spatiotemporally independent from those used to train the models. delphinID is currently being used in various government-funded monitoring projects in Scotland and it is our hope that it will continue to facilitate acoustic monitoring of delphinids in northeast Atlantic waters in the future.

Use delphinID easily within the widely used open-source software PAMGuard. delphinID classifiers are stored in a compressed format compatible for use within PAMGuard's Deep Learning module. Using the configuration file provided, users can import the classifiers to classify whistle detections from the Whistle & Moan Detector module and click detections from the Click Detector module. The results of this base-level classification should be exported to a PAMGuard database file, which can then be used to classify events to species using the eventClassifier interface, which was written in R Shiny 1.9.1. This application integrates predictions from whistles and clicks to classify events and can be run to classify data either in near-real time or in post-processing. Please consult the README documents for guidance and tutorials on using delphinID models together with the eventClassifier application. PAMGuard can be installed here.
DOI: 10.23708/hefrmi
title: CLPAHS-Données sur les perceptions des acteurs des conseils locaux de pêche artisanale (CLPA) sur les impacts des hydrocarbures et la gestion des conflits

description: Ce jeu de données analyse les perceptions des membres des CLPA vis-à-vis des impacts des activités pétrolières et gazières sur les ressources halieutiques, l’environnement et les dynamiques socioéconomiques locales, afin de contribuer à l’élaboration de stratégies visant à éviter une « malédiction pétrolière ». Au total, 80 membres de CLPA ont été interrogés sur les quatre sites de pêche et de mise en exploitation des hydrocarbures : Saint-Louis, Kayar, Rufisque et Djiffer. Le questionnaire est structuré en trois grandes parties. La première porte sur les informations générales des enquêtés (profil socio-démographique, niveau d’instruction, statut et implication au sein du CLPA, modes de gouvernance et de représentation). La deuxième partie analyse le rôle du CLPA comme mécanisme d’anticipation et de résolution des conflits, en explorant les changements perçus dans le secteur de la pêche depuis le début de l’exploitation des hydrocarbures, la nature des tensions observées, les dispositifs existants de gestion des conflits et leur efficacité. Enfin, la troisième partie s’intéresse aux besoins, attentes et propositions des acteurs, notamment en matière de compensation, de renforcement des capacités, de dialogue avec les compagnies pétrolières et d’intégration de nouveaux collèges d’acteurs au sein des CLPA. Ces informations visent à définir une stratégie d’évitement de la survenue d’un phénomène de « malédiction pétrolière » sur les côtes sénégalaises par l’intégration de nouveaux collèges d’acteurs au sein des CLPA.
DOI: 10.15156/bio/sh1405936.10fu
title: SH1405936.10FU

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/sh1405937.10fu
title: SH1405937.10FU

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/sh1405938.10fu
title: SH1405938.10FU

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/sh1405939.10fu
title: SH1405939.10FU

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/sh1405942.10fu
title: SH1405942.10FU

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.tjgbh9
title: Occurrence Download

description: A dataset containing 9241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Grapsus grapsus (Linnaeus, 1758))",
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9241 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010422-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e86c5m
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rinodina terrestris)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025203-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scb6wj
title: Occurrence Download

description: A dataset containing 58 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 Panicum impeditum"
 ]
}

 The dataset includes 58 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025204-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apfwyx
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nesticodes rufipes",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 119 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008304-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntr53q
title: Occurrence Download

description: A dataset containing 2642 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Lobotes surinamensis"
 ]
}

 The dataset includes 2642 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008303-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5rsgm
title: Occurrence Download

description: A dataset containing 27649680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Animalia, Aves)"
 ]
}

 The dataset includes 27649680 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008212-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5azjvf
title: Occurrence Download

description: A dataset containing 1387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Athene cunicularia",
 "Year 2000-2026"
 ]
}

 The dataset includes 1387 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008306-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.