cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gxn929
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Austrocylindropuntia subulata",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025317-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gstzfr
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Austrocylindropuntia subulata",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 219 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025316-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2399j
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achyrospermum schimperi",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 108 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025315-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbdjt2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "ScientificName is Acartia (Acanthacartia) tonsa",
 "Continent is Europe",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025226-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.30051022
title: data.zip

description: This dataset consists of electroluminescence (EL) images of solar photovoltaic (PV) modules, collected for the purpose of defect detection, classification, and non-destructive evaluation. Electroluminescence imaging is a widely used technique in PV quality inspection, as it enables visualization of micro-cracks, broken fingers, inactive areas, shunts, and other structural defects that are invisible under standard optical inspection. The dataset includes high-resolution grayscale images of PV modules under different conditions :Normal modules without visible defects. Defective modules containing cracks, broken busbars, finger interruptions, dark areas, and other anomalies. Each image is annotated with corresponding defect categories and metadata (e.g., defect type, defect location, image resolution). This makes the dataset suitable for multiple computer vision tasks, including: Binary classification (defective vs. non-defective modules)Multi-class classification (different types of PV defects)Object detection (bounding boxes of defects)Semantic segmentation (pixel-level defect localization)Anomaly detection (unsupervised approaches)The dataset is particularly valuable for researchers working in renewable energy, computer vision, signal processing, and intelligent fault diagnosis. It supports the development of automated inspection systems, deep learning models, and non-destructive testing (NDT) methods for PV manufacturing and field monitoring.
DOI: 10.6084/m9.figshare.30051022.v1
title: data.zip

description: This dataset consists of electroluminescence (EL) images of solar photovoltaic (PV) modules, collected for the purpose of defect detection, classification, and non-destructive evaluation. Electroluminescence imaging is a widely used technique in PV quality inspection, as it enables visualization of micro-cracks, broken fingers, inactive areas, shunts, and other structural defects that are invisible under standard optical inspection. The dataset includes high-resolution grayscale images of PV modules under different conditions :Normal modules without visible defects. Defective modules containing cracks, broken busbars, finger interruptions, dark areas, and other anomalies. Each image is annotated with corresponding defect categories and metadata (e.g., defect type, defect location, image resolution). This makes the dataset suitable for multiple computer vision tasks, including: Binary classification (defective vs. non-defective modules)Multi-class classification (different types of PV defects)Object detection (bounding boxes of defects)Semantic segmentation (pixel-level defect localization)Anomaly detection (unsupervised approaches)The dataset is particularly valuable for researchers working in renewable energy, computer vision, signal processing, and intelligent fault diagnosis. It supports the development of automated inspection systems, deep learning models, and non-destructive testing (NDT) methods for PV manufacturing and field monitoring.
DOI: 10.15468/dl.z3pmke
title: Occurrence Download

description: A dataset containing 2203166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.3402 18.58886,-99.03417 18.58886,-99.03417 19.96857,-100.3402 19.96857,-100.3402 18.58886))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2203166 records from 868 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025212-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebaaff
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugenia magna B.Holst"
 ]
}

 The dataset includes 35 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160949-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnhruc
title: Occurrence Download

description: A dataset containing 1961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Formicidae",
 "Geometry POLYGON((-61.638793 10.779348,-60.831298 10.919617,-60.930175 10.033766,-61.957397 9.958029,-61.990356 10.125709,-61.710205 10.773952,-61.638793 10.779348))"
 ]
}

 The dataset includes 1961 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008514-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbjbaa
title: Occurrence Download

description: A dataset containing 12413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON Z((-103.44073 20.60544 0,-103.4188 20.60339 0,-103.40561 20.60285 0,-103.38738 20.59923 0,-103.35437 20.58307 0,-103.33359 20.56237 0,-103.3002 20.55462 0,-103.28278 20.57922 0,-103.2588 20.5984 0,-103.24353 20.61968 0,-103.26118 20.65052 0,-103.24268 20.66582 0,-103.25998 20.67773 0,-103.29565 20.69739 0,-103.31706 20.72341 0,-103.36204 20.7441 0,-103.41911 20.73941 0,-103.45467 20.70197 0,-103.44901 20.682 0,-103.44144 20.64948 0,-103.45292 20.63115 0,-103.44073 20.60544 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2019"
 ]
}

 The dataset includes 12413 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301615-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbvgy4
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia scandens Kunth"
 ]
}

 The dataset includes 57 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160950-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkm5pn
title: Occurrence Download

description: A dataset containing 18377691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (United Kingdom of Great Britain and Northern Ireland, Finland, France, Sweden, Netherlands, Norway, Belgium, Germany, Switzerland, Austria, Spain, Italy, Portugal, Iceland, Denmark, Liechtenstein, Luxembourg, Poland, Czechia, Ireland, Estonia, Slovakia, Slovenia, Latvia, Lithuania, Hungary, Croatia, Greece, Serbia, North Macedonia, Albania, Montenegro, Kosovo, Bosnia and Herzegovina, Romania, Bulgaria, Belarus, Moldova, Republic of, Isle of Man, Andorra, Ukraine)",
 "Geometry POLYGON((-20 20,60 20,60 72,-20 72,-20 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, May, April, June, July, August, September)",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriiformes",
 "Year 1950-2014"
 ]
}

 The dataset includes 18377691 records from 1435 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056988-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbvsh7
title: Occurrence Download

description: A dataset containing 2162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platanus orientalis L."
 ]
}

 The dataset includes 2162 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008514-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n4kex
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((145 -25,155 -25,155 -14,145 -14,145 -25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhizophora L."
 ]
}

 The dataset includes 557 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282194-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs42j5
title: Occurrence Download

description: A dataset containing 2320697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (United Kingdom of Great Britain and Northern Ireland, Finland, France, Sweden, Netherlands, Norway, Belgium, Germany, Switzerland, Austria, Spain, Italy, Portugal, Iceland, Denmark, Liechtenstein, Luxembourg, Poland, Czechia, Ireland, Estonia, Slovakia, Slovenia, Latvia, Lithuania, Hungary, Croatia, Greece, Serbia, North Macedonia, Albania, Montenegro, Kosovo, Bosnia and Herzegovina, Romania, Bulgaria, Belarus, Moldova, Republic of, Isle of Man, Andorra, Ukraine)",
 "Geometry POLYGON((-20 20,60 20,60 72,-20 72,-20 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, May, April, June, July, August, September)",
 "OccurrenceStatus is Present",
 "TaxonKey is Columbiformes",
 "Year 1950-2014"
 ]
}

 The dataset includes 2320697 records from 1703 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056999-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2atmnt
title: Occurrence Download

description: A dataset containing 606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Establecimiento de la Línea Base para el monitoreo y seguimiento de fauna terrestre para el AID y AII de la Central Hidroeléctrica Cucuana. 2017- A"
 ]
}

 The dataset includes 606 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044068-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.am7xxm
title: Occurrence Download

description: A dataset containing 39566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Salix purpurea L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39566 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003156-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qc3rwy
title: Occurrence Download

description: A dataset containing 1821 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sclerotinia sclerotiorum (Lib.) de Bary"
 ]
}

 The dataset includes 1821 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056922-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjcg6i
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protozoa",
 "DecimalLatitude is greater than 41.4293642612929",
 "DecimalLatitude is less than 41.9755047064645",
 "DecimalLongitude is greater than -103.71059461778",
 "DecimalLongitude is less than -102.981775854886"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007097-180824113759888/datasets/export for details.
DOI: 10.15468/dl.hzikxm
title: Occurrence Download

description: A dataset containing 2672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than 25.4732436020249",
 "DecimalLatitude is less than 26.4011989796931",
 "DecimalLongitude is greater than -81.5400779399744",
 "DecimalLongitude is less than -80.6720917127176"
 ]
}

 The dataset includes 2672 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003156-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n84cxb
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Base de datos de Rana catesbeiana."
 ]
}

 The dataset includes 72 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060840-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qy6zq
title: Occurrence Download

description: A dataset containing 3862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fauna y flora del municipio de Lipa, Arauca"
 ]
}

 The dataset includes 3862 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044083-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lrd7yp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protozoa",
 "DecimalLatitude is greater than 31.4955619906106",
 "DecimalLatitude is less than 32.0394246308873",
 "DecimalLongitude is greater than -106.773915029922",
 "DecimalLongitude is less than -106.134514572739"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007085-180824113759888/datasets/export for details.
DOI: 10.15468/dl.tdyfhu
title: Occurrence Download

description: A dataset containing 36331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 36331 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062809-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyma42
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Styrax paulhousei P.W.Fritsch & D.L.Kelly"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194274-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsz9zq
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palola viridis Gray, 1847"
 ]
}

 The dataset includes 87 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032330-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48d1pi
title: Occurrence Download

description: A dataset containing 419 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemitriccus griseipectus (E.Snethlage, 1907)"
 ]
}

 The dataset includes 419 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003157-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fd0jzk
title: Occurrence Download

description: A dataset containing 1066 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Densidad poblacional para fauna medida por medio de cámaras trampa en los Valores Objeto de Conservación (VOC) del territorial Andes Occidentales"
 ]
}

 The dataset includes 1066 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026444-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zwzys
title: Occurrence Download

description: A dataset containing 1310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreo limnológico del río La Miel y los afluentes en la cuenca baja, trasvases Guarinó y Manso, quebradas El Jagual y Montebello, y las quebradas del trasvase Guarinó, en los departamentos de Antioquia y Caldas"
 ]
}

 The dataset includes 1310 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044106-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eonwfr
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graffenrieda weddellii Naudin"
 ]
}

 The dataset includes 221 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003157-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt72fm
title: Occurrence Download

description: A dataset containing 5704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Odonata",
 "Year is 2019",
 "Month is October"
 ]
}

 The dataset includes 5704 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013595-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zn6c5z
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sabicea pyramidalis L.Andersson"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194275-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5m3ukv
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Aspectos de la ecología trófica y reproductiva de peces en charcas estacionales en el departamento del Magdalena (Colombia)"
 ]
}

 The dataset includes 414 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044098-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhpoue
title: Occurrence Download

description: A dataset containing 161773 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cactaceae"
 ]
}

 The dataset includes 161773 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003157-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3b948
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coeligena violifer osculans (Gould, 1871)",
 "Year 1950-2021"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056914-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ped5w3
title: Occurrence Download

description: A dataset containing 2790556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus L."
 ]
}

 The dataset includes 2790556 records from 2953 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034687-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/ckpj-7a69
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Phoenix

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at Phoenix
DOI: 10.48597/cnn4-9jtj
title: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at New York City

description: Measurement of Heavy metals, inorganics in air and particle phase, organic_carbon and organic_mass at New York City