cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7t2ck3
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Hungary",
 "OccurrenceStatus is Present",
 "TaxonKey is Ficedula parva (Bechstein, 1792)"
 ]
}

 The dataset includes 61 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239815-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33r4fe
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calamagrostis robertii A.E.Porsild"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001898-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxzn4x
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosthechea semiaperta (Hágsater) W.E.Higgins"
 ]
}

 The dataset includes 63 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185274-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxcqm2
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corispermum dilutum (Kitag.) C.P.Tsien & C.G.Ma"
 ]
}

 The dataset includes 52 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007634-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg4tvq
title: Occurrence Download

description: A dataset containing 3885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bucephala clangula (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 3885 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239819-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56uu38
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callechelys galapagensis McCosker & Rosenblatt, 1972"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061362-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0zmjbh
title: Occurrence Download

description: A dataset containing 138773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Myanmar",
 "Geometry POLYGON((62.89804 6.06497,130.10196 6.06497,130.10196 32.93503,62.89804 32.93503,62.89804 6.06497))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 138773 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028444-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czww6a
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinnasa nana (Phil.) Weigend & R.H.Acuña"
 ]
}

 The dataset includes 58 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185276-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msx7lc
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jamesonia cuatrecasasii A.F.Tryon",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001898-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp28nr
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nylanderia fulva (Mayr, 1862)"
 ]
}

 The dataset includes 435 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032313-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxf8jx
title: Occurrence Download

description: A dataset containing 947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 1981",
 "Year is less than or equal to 2010",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "ScientificName is Fragaria ananassa Duchesne",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 947 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173854-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3iglbc
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atlapetes schistaceus schistaceus",
 "Country is Colombia"
 ]
}

 The dataset includes 203 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001898-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxs92t
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lavoisiera adamantium Barreto ex Pedersoli"
 ]
}

 The dataset includes 100 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173857-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdig4c
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-45.7251 -13.28272,-41.02295 -13.28272,-41.02295 -10.22844,-45.7251 -10.22844,-45.7251 -13.28272))",
 "DatasetKey is Herbarium - Instituto Nacional de Pesquisas da Amazônia (INPA)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 247 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006172-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqkf4s
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hinnites giganteus (J.E.Gray, 1825)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001898-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7j447b
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scorpaenodes hirsutus (Smith, 1957)"
 ]
}

 The dataset includes 373 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051480-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.you1px
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Indonesia",
 "PublishingOrg is 43f4255c-f218-4a17-857a-ba3ac8456191",
 {
 "or" : [
 "Issue is Taxon match fuzzy",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "Year 1990-2019",
 {
 "or" : [
 "DatasetKey is Flora of Sumatra: Vascular plant collection of selected families deposited at Herbarium of Andalas University (ANDA)",
 "DatasetKey is Tropicos MO Specimen Data",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is Inventaire botanique et étude ethnobotanique des espèces végétales du Jardin Botanique de l'Institut de Recherche Agronomique de Guinée (BID-AF2015-0066-REG)"
 ]
 },
 "TaxonKey is Hevea brasiliensis (Willd. ex A.Juss.) Müll.Arg.",
 {
 "or" : [
 "Month is April",
 "Month is May",
 "Month is June",
 "Month is July",
 "Month is August",
 "Month is September",
 "Month is January",
 "Month is February",
 "Month is March",
 "Month is October",
 "Month is November",
 "Month is December"
 ]
 },
 "MediaType is Image",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026270-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qeqzgu
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia oaxacana L.B.Sm."
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001898-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ecuy4
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Geonoma longivaginata H.Wendl. ex Spruce"
 ]
}

 The dataset includes 145 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239899-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dpzn6
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Iridopelma hirsutum Pocock, 1901"
 ]
}

 The dataset includes 222 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051483-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdrftf
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Planktic foraminifera abundance of Hole 32-313"
 ]
}

 The dataset includes 201 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001898-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybbfen
title: Occurrence Download

description: A dataset containing 990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plectrophenax nivalis (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 990 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239923-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnf7g8
title: Occurrence Download

description: A dataset containing 1233 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scorpaenopsis diabolus (Cuvier, 1829)"
 ]
}

 The dataset includes 1233 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051486-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfbubk
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymbidium pumilum Rolfe"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001898-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6t9n9
title: Occurrence Download

description: A dataset containing 4178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Sassafras albidum",
 "Year 2025-2025"
 ]
}

 The dataset includes 4178 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029901-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9yxk7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galloperdix lunulata",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029902-250827131500795/datasets/export for details.
DOI: 10.15468/dl.qeckfb
title: Occurrence Download

description: A dataset containing 689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Naturalis Biodiversity Center (NL) - Mollusca, Naturalis Biodiversity Center (NL) - Museum collection digitized at storage unit level)",
 "TaxonKey is Albinaria hippolyti"
 ]
}

 The dataset includes 689 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029903-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdan8u
title: Occurrence Download

description: A dataset containing 46514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Country is China"
 ]
}

 The dataset includes 46514 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029905-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6w398
title: Occurrence Download

description: A dataset containing 31268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelecanus crispus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 31268 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029904-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29234663
title: sdls anomaly detect

description: A dataset for process anomaly detection in scientific experiments. The dataset is collected from a fully automated PDMS synthesis workflow involving collaborative robots. Images were captured from first-person views using end-effector cameras mounted on mobile and fixed robotic arms. In total, the dataset includes 1,671 images and 2,788 image-text pairs. Each sample contains step-specific descriptions, anomaly labels, and region-level annotations. This dataset supports a range of visual anomaly detection tasks, including image-text classification, anomaly type recognition, anomaly localization, grounded captioning, and anomaly attribution analysis.
DOI: 10.6084/m9.figshare.29234663.v2
title: sdls anomaly detect

description: A dataset for process anomaly detection in scientific experiments. The dataset is collected from a fully automated PDMS synthesis workflow involving collaborative robots. Images were captured from first-person views using end-effector cameras mounted on mobile and fixed robotic arms. In total, the dataset includes 1,671 images and 2,788 image-text pairs. Each sample contains step-specific descriptions, anomaly labels, and region-level annotations. This dataset supports a range of visual anomaly detection tasks, including image-text classification, anomaly type recognition, anomaly localization, grounded captioning, and anomaly attribution analysis.
DOI: 10.6084/m9.figshare.29234663.v1
title: sdls anomaly detect

description: A dataset for process anomaly detection in scientific experiments. The dataset is collected from a fully automated PDMS synthesis workflow involving collaborative robots. Images were captured from first-person views using end-effector cameras mounted on mobile and fixed robotic arms. In total, the dataset includes 1,671 images and 2,788 image-text pairs. Each sample contains step-specific descriptions, anomaly labels, and region-level annotations. This dataset supports a range of visual anomaly detection tasks, including image-text classification, anomaly type recognition, anomaly localization, grounded captioning, and anomaly attribution analysis.
DOI: 10.15468/dl.2hh5zk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garrulax annamensis",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029906-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15489698
title: Data from the paper "Using Machine Learning and Statistics for Mapping BTSV Boundaries from Penetration and Softening Point Requirements"
DOI: 10.5281/zenodo.17061263
title: Data from the paper "Using Machine Learning and Statistics for Mapping BTSV Boundaries from Penetration and Softening Point Requirements"
DOI: 10.15468/dl.gvptbr
title: Occurrence Download

description: A dataset containing 402 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charadrius atrifrons"
 ]
}

 The dataset includes 402 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029907-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2364y5
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Afrithelphusa monodosa, Astacoides betsileoensis, Astacoides caldwelli, Astacoides crosnieri, Astacoides granulimanus, Astacoides hobbsi, Astacoides madagascarensis, Astacoides petiti, Astacus astacus, Atya africana, Atya gabonensis, Atya intermedia, Atya scabra, Atyaephyra desmarestii, Atyella brevirostris, Atyella longirostris, Atyoida serrata, Boreathelphusa uglowi, Caridella cunningtoni, Caridella minuta, Caridella paski, Caridina africana, Caridina amnicolizambezi, Caridina angulata, Caridina belazoniensis, Caridina brachydactyla, Caridina bunyonyiensis, Caridina calmani, Caridina crurispinata, Caridina evae, Caridina gabonensis, Caridina gaesumi, Caridina gordonae, Caridina gracilirostris, Caridina hova, Caridina isaloensis, Caridina isaloensis grandidieri, Caridina isaloensis isaloensis, Caridina kaombeflutilis, Caridina lamiana, Caridina lanzana, Caridina lineorostris, Caridina lipalmaria, Caridina lovoensis, Caridina lumilympha, Caridina malawensis, Caridina mauritii, Caridina messofluminis, Caridina moeri, Caridina natalensis, Caridina nilotica, Caridina norvestica, Caridina okiamnis, Caridina parvocula, Caridina pseudonilotica, Caridina richtersi, Caridina serratirostris, Caridina similis, Caridina sodenensis, Caridina spathulirostris, Caridina steineri, Caridina subventralis, Caridina togoensis, Caridina troglophila, Caridina typus, Caridina umtatensis, Caridina unca, Caridina xiphias, Caridinopsis chevalieri, Cherax cainii, Cherax quadricarinatus, Deckenia imitatrix, Deckenia mitis, Desmocaris bislineata, Desmocaris trispinosa, Dugastella marocana, Erimetopus brazzae, Erimetopus vandenbrandeni, Euryrhynchina edingtonae, Euryrhynchina puteola, Euryrhynchoides holthuisi, Foza ambohitra, Vahatra ambohitra, Foza goudoti, Agora goudoti, Foza manonae, Hydrothelphusa agilis, Hydrothelphusa bombetokensis, Hydrothelphusa madagascariensis, Hydrothelphusa vencesi, Liberonautes chaperi, Liberonautes grandbassa, Liberonautes latidactylus, Liberonautes lugbe, Liberonautes nanoides, Liberonautes nimba, Liberonautes paludicolis, Liberonautes rubigimanus, Limnocaridella alberti, Limnocaridina iridinae)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((11.254 -15.728,11.232 -15.9401,19.1382 -15.9401,19.1382 -6.9401,12.1951 -6.9401,12.344 -7.1754,12.8488 -8.4495,12.5495 -8.8082,12.5162 -9.2401,13.3445 -11.0815,13.2057 -11.9763,12.5854 -12.4817,12.0545 -13.266,11.8142 -14.5077,11.254 -15.728))"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029909-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htyzzt
title: Occurrence Download

description: A dataset containing 1391 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lichen herbarium, NMBU"
 ]
}

 The dataset includes 1391 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029911-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.