cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8zatsm
title: Occurrence Download

description: A dataset containing 2367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombax costatum Pellegr. & Vuillet",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 2367 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138262-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mabt6
title: Occurrence Download

description: A dataset containing 538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platanista gangetica (Lebeck, 1801)"
 ]
}

 The dataset includes 538 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123685-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wc7b3c
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Polygonum punctatum Elliott"
 ]
}

 The dataset includes 437 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117736-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.692y8f
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycaea bovallii Chevreux, 1900"
 ]
}

 The dataset includes 130 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123665-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xdqa8
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombax brevicuspe Sprague",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 100 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138260-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5jduz
title: Occurrence Download

description: A dataset containing 17668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cydia pomonella (Linnaeus, 1758)"
 ]
}

 The dataset includes 17668 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117756-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czzemv
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lydia annulipes (H.Milne Edwards, 1834)"
 ]
}

 The dataset includes 194 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123686-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3gvyq
title: Occurrence Download

description: A dataset containing 20656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enterolobium cyclocarpum (Jacq.) Griseb.",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 20656 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138520-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a27rzk
title: Occurrence Download

description: A dataset containing 2452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31.61909 39.91936,-31.47637 38.62113,-24.48287 36.41395,-24.51855 38.62113,-27.51577 39.28706,-31.61909 39.91936))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bivalvia"
 ]
}

 The dataset includes 2452 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136870-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hytf92
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123673-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhpuyh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is RUS.83_1",
 "TaxonKey is Digitaria ischaemum (Schreb.) Muhl."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142384-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xeh2ww
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pedicularis davidii Franch."
 ]
}

 The dataset includes 174 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240269-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te6xry
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Avrainvillea asarifolia Boerg."
 ]
}

 The dataset includes 277 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139384-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sevtc
title: Occurrence Download

description: A dataset containing 4901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-37.48940 15.81500,60.45490 15.81500,60.45490 55.05942,-37.48940 55.05942,-37.48940 15.81500))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sardina pilchardus (Walbaum, 1792)"
 ]
}

 The dataset includes 4901 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138537-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgn2y7
title: Occurrence Download

description: A dataset containing 197154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Acanthaceae, Balsaminaceae)",
 "Year 1900-1990"
 ]
}

 The dataset includes 197154 records from 714 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256007-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17318135
title: STAR–CAREER Combined Dataset (v1.0): Interpretable Expert System for Verified Competency Tracking and Skill-Aware Job Recommendation

description: This dataset accompanies the research paper “An Interpretable Expert System for Verified Competency Tracking and Skill-Aware Job Recommendation using STAR and CAREER Algorithms.”It provides a reproducible benchmark for evaluating interpretable, logic-based frameworks for candidate shortlisting and job recommendation.

The dataset includes 50 job postings and 100 candidate profiles, each characterized by proficiency levels (0–3) across five core technical skills: Python, SQL, Django, JavaScript, and HTML/CSS.All data were synthetically generated to reflect realistic distributions derived from BDjobs and LinkedIn observations.

The dataset supports validation of the STAR (Skill-based Talent Alignment and Ranking) and CAREER (Connection and Recommendation Engine for Employment Recruitment) algorithms, enabling transparent, proficiency-aware reasoning without reliance on large training corpora.
DOI: 10.5281/zenodo.17318136
title: STAR–CAREER Combined Dataset (v1.0): Interpretable Expert System for Verified Competency Tracking and Skill-Aware Job Recommendation

description: This dataset accompanies the research paper “An Interpretable Expert System for Verified Competency Tracking and Skill-Aware Job Recommendation using STAR and CAREER Algorithms.”It provides a reproducible benchmark for evaluating interpretable, logic-based frameworks for candidate shortlisting and job recommendation.

The dataset includes 50 job postings and 100 candidate profiles, each characterized by proficiency levels (0–3) across five core technical skills: Python, SQL, Django, JavaScript, and HTML/CSS.All data were synthetically generated to reflect realistic distributions derived from BDjobs and LinkedIn observations.

The dataset supports validation of the STAR (Skill-based Talent Alignment and Ranking) and CAREER (Connection and Recommendation Engine for Employment Recruitment) algorithms, enabling transparent, proficiency-aware reasoning without reliance on large training corpora.
DOI: 10.15468/dl.bh4f5n
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erodium carvifolium Boiss. & Reut.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 246 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296746-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jtw3m
title: Occurrence Download

description: A dataset containing 23897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulex gallii Planch.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23897 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286285-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgfhwa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new reticulated beetle (Coleoptera: Cupedidae) from Mexico with a catalogue of Cupedidae species of the world"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083580-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgs3kr
title: Occurrence Download

description: A dataset containing 66655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Panicum miliaceum L., Panicum miliaceum Trin. ex Kunth, 1833, Panicum miliaceum Walter, Panicum miliaceum Blanco, Panicum miliaceum Trin., Panicum miliaceum var. atrobrunneum Krassavin & Uljanova, Panicum miliaceum subsp. atrobrunneum Krassavin & Uljanova, Panicum miliaceum subsp. densobrunneum Agaf., Panicum miliaceum var. anthracinum Krassavin & Uljanova, Panicum miliaceum var. attenuatum (Moench) Willd., Panicum miliaceum f. contractum Alef., Panicum miliaceum var. aerugineum Krassavin & Uljanova, Panicum miliaceum subsp. anthracinum Krassavin & Uljanova, Panicum miliaceum subsp. aerugineum Krassavin & Uljanova, Panicum miliaceum subsp. attenuatum (Moench) Willd., Panicum miliaceum subsp. coffeatum Krassavin & Uljanova, Panicum miliaceum var. compactum Körn., Panicum miliaceum var. cinereum Alef., Panicum miliaceum subsp. corsinum Krassavin & Uljanova, Panicum miliaceum subsp. agricola H.Scholz & Mikoláš, Panicum miliaceum var. aquilum Krassavin & Uljanova, Panicum miliaceum subsp. aquilum Krassavin & Uljanova, Panicum miliaceum var. aureum Alef., Panicum miliaceum subsp. fuscum Krassavin & Uljanova, Panicum miliaceum var. fuscum Krassavin & Uljanova, Panicum miliaceum var. album Alef., Panicum miliaceum var. contractum Alef., Panicum miliaceum var. coffeatum Krassavin & Uljanova, Panicum miliaceum var. corsinum Krassavin & Uljanova, Panicum miliaceum subsp. miliaceum, Panicum miliaceum subsp. ruderale (Kitag.) Tzelev, Panicum miliaceum var. glaucum Krassavin & Uljanova, Panicum miliaceum subsp. nicotianum Krassavin & Uljanova, Panicum miliaceum var. nicotianum Krassavin & Uljanova, Panicum miliaceum var. suberectum Beck, Panicum miliaceum subsp. subvitellinotephrum Agaf., Panicum miliaceum var. flavum Schur, Panicum miliaceum var. effusum Alef., Panicum miliaceum var. nigrum Alef., Panicum miliaceum var. virescens Krassavin & Uljanova, Panicum miliaceum var. densobrunneum Agaf., Panicum miliaceum var. erectum Lewicki, Panicum miliaceum var. nutans Beck, Panicum miliaceum var. spontaneum Barkworth et al., Panicum miliaceum subsp. virescens Krassavin & Uljanova, Panicum miliaceum var. nigrum Thuill., Panicum miliaceum subsp. ruderale (Kitag.) Tzvelev, Panicum miliaceum subsp. ruderale Kitag., Panicum miliaceum var. sanguineum Alef., Panicum miliaceum subsp. glaucum Krassavin & Uljanova, Panicum miliaceum var. miliaceum, Panicum miliaceum var. subvitellinotephrum Agaf., Panicum miliaceum var. leucospermum N.H.F.Desp., Panicum miliaceum var. ruderale Kitag., Panicum capillare var. miliaceum Vasey, Panicum hirticaule var. miliaceum (Vasey) Beetle)"
 ]
}

 The dataset includes 66655 records from 803 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083541-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brt66v
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella ruprechtii (Boiss.) P.D.Sell & C.West",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155334-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2uh8r
title: Occurrence Download

description: A dataset containing 2211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratocephala falcata (L.) Pers.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2211 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293549-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9e6va7
title: Occurrence Download

description: A dataset containing 9875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleocharis ovata (Roth) Roem. & Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9875 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296236-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzd4f4
title: Occurrence Download

description: A dataset containing 3291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Penstemon strictus Benth., Penstemon strictus subsp. strictoformis (Rydb.) D.D.Keck, Penstemon strictus subsp. strictiformis (Rydb.) D.D.Keck ex Kearney & Peebles, Penstemon strictus subsp. strictiformis (Rydb.) D.D.Keck, Penstemon strictus subsp. angustus Pennell, Penstemon strictus var. strictus)"
 ]
}

 The dataset includes 3291 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083579-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agrvva
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus sinaicus Boiss.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 144 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288803-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k2jcb
title: Occurrence Download

description: A dataset containing 844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trisetaria ovata (Pers.) Paunero",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 844 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286598-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h82np
title: Occurrence Download

description: A dataset containing 150665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Living Specimen",
 "OccurrenceStatus is Present",
 "Year 2014-2024"
 ]
}

 The dataset includes 150665 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083564-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsrvaq
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus lobatidens H.E.Weber & Stohr",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 148 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290595-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57rcue
title: Occurrence Download

description: A dataset containing 152476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum album L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 152476 records from 547 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259896-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a97997
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000344-251009101135966/datasets/export for details.
DOI: 10.15468/dl.q6c3fm
title: Occurrence Download

description: A dataset containing 32599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes vulpes",
 "HasCoordinate is true",
 "Country is Norway"
 ]
}

 The dataset includes 32599 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000343-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0161525.10fu
title: SH0161525.10FU

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/sh0161526.10fu
title: SH0161526.10FU

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.