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

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stevia cuneata Hassl."
 ]
}

 The dataset includes 28 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143993-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-ouc1sto538333
title: Ukrainian Evangelical Theological Seminary, Kyiv, Ukraine
DOI: 10.15468/dl.9m8sz4
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudomerulius aureus (Fr.) Jülich",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 155 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133448-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6x9nn
title: Occurrence Download

description: A dataset containing 95172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON ((-110.5394 34.47679, -109.2118 34.47679, -109.2118 35.47279, -110.5394 35.47279, -110.5394 34.47679))"
 ]
}

 The dataset includes 95172 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239714-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxqke9
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057363-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.17109752
title: Oak Wilt UAV Aerial Imagery Dataset for Machine Learning Classification (Oak Wilt vs. Not Oak Wilt)

description: This dataset was developed to support research in the Early Detection of Oak Wilt using Machine Learning and Unmanned Aerial Vehicles (UAVs). It contains two image classes:





Oak Wilt (366 images): aerial RGB images of oak trees showing early-stage symptoms of oak wilt infection, collected and validated with expert input from the Michigan Department of Natural Resources.




Not Oak Wilt (396 images): aerial RGB images of healthy oak trees and other environments such as roads, grass, cemeteries, and non-oak vegetation.



The dataset was curated from UAV flights conducted in Michigan state parks (Lake Forest Cemetery, Mulligan’s Hollow, P.J. Hoffmaster State Park and Warren Dunes State Park) in 2024, supplemented by imagery from Minnesota collections (2022). UAV flights were carried out at 70–100 m altitude using multispectral/RGB sensors, providing high-resolution (5280×3956 px) imagery suitable for canopy-level analysis.

This dataset was used in training lightweight convolutional neural networks (CNNs) that achieved 86.72% accuracy in detecting oak wilt, as reported in the 2025 ICMLC proceedings paper (Bismoy et al., 2025). The dataset is intended for machine learning applications in forestry, plant pathology, and computer vision and supports reproducibility of research on detecting forest diseases using UAVs.If you like this research or you are using the dataset, here's the DOI : 10.5281/zenodo.17109752
DOI: 10.5281/zenodo.17109751
title: Oak Wilt UAV Aerial Imagery Dataset for Machine Learning Classification (Oak Wilt vs. Not Oak Wilt)

description: This dataset was developed to support research in the Early Detection of Oak Wilt using Machine Learning and Unmanned Aerial Vehicles (UAVs). It contains two image classes:





Oak Wilt (366 images): aerial RGB images of oak trees showing early-stage symptoms of oak wilt infection, collected and validated with expert input from the Michigan Department of Natural Resources.




Not Oak Wilt (396 images): aerial RGB images of healthy oak trees and other environments such as roads, grass, cemeteries, and non-oak vegetation.



The dataset was curated from UAV flights conducted in Michigan state parks (Lake Forest Cemetery, Mulligan’s Hollow, P.J. Hoffmaster State Park and Warren Dunes State Park) in 2024, supplemented by imagery from Minnesota collections (2022). UAV flights were carried out at 70–100 m altitude using multispectral/RGB sensors, providing high-resolution (5280×3956 px) imagery suitable for canopy-level analysis.

This dataset was used in training lightweight convolutional neural networks (CNNs) that achieved 86.72% accuracy in detecting oak wilt, as reported in the 2025 ICMLC proceedings paper (Bismoy et al., 2025). The dataset is intended for machine learning applications in forestry, plant pathology, and computer vision and supports reproducibility of research on detecting forest diseases using UAVs.If you like this research or you are using the dataset, here's the DOI : 10.5281/zenodo.17109752
DOI: 10.15468/dl.2pfuww
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycymeris ovata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057364-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a5npk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057366-250827131500795/datasets/export for details.
DOI: 10.15468/dl.f66ctg
title: Occurrence Download

description: A dataset containing 91017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platanthera micrantha longibracteata, Poa alpina, Poa alpina brevifolia, Poa alpina brevifolia, Poa alpina longifolia, Poa alpina vivipara, Poa alpina atlantica, Poa alpina balcanica, Poa alpina bivonae, Poa alpina brevifolia, Poa alpina digitata, Poa alpina fallax, Poa alpina insularis, Poa alpina involucrata, Poa alpina nodosa, Poa alpina stefanovii, Poa alpina stenobotrya, Poa alpina subalpina, Poa alpina subalpina, Poa alpina vivipara, Poa alpina vivipara, Poa alpina vivipara, Poa alpina alpestris, Poa alpina arnautica, Poa alpina atlantica, Poa alpina australis, Poa alpina bivonae, Poa alpina brevifolia, Poa alpina buxicola, Poa alpina digitata, Poa alpina divaricata, Poa alpina divaricata, Poa alpina divericata, Poa alpina flavescens, Poa alpina frigida, Poa alpina frigida, Poa alpina glaucescens, Poa alpina glomerata, Poa alpina intermedia, Poa alpina involucrata, Poa alpina lapponum, Poa alpina macedonica, Poa alpina minor, Poa alpina minor, Poa alpina nana, Poa alpina nodosa, Poa alpina obtusata, Poa alpina parva, Poa alpina rupicaprina, Poa alpina rupicarpina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 91017 records from 329 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057338-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfa5n4
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycymeris pilosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 72 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057367-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgsd8h
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamyctes emarginatus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 113 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057369-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzzc3y
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamyctes emarginatus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057368-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtnmvx
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamyctes emarginatus",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 434 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057370-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.496726
title: Occurrence Download

description: A dataset containing 3919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus lepidus"
 ]
}

 The dataset includes 3919 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057371-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mz4wp
title: Occurrence Download

description: A dataset containing 541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa alpina stricta, Poa alpina subalpina, Poa alpina vivipara, Poa alpina vivipara, Poa anceps, Poa anceps, Poa annua glomerata, Poa appennia, Poa appennia, Poa appennina, Poa athroostachya anceps, Poa attenuata, Poa badensis insularis, Poa bivonae, Poa blepharachne, Poa borisii, Poa brizoides, Poa bulbosa alpina, Poa capillifolia, Poa capillifolia, Poa cilianensis, Poa cilianensis, Poa discolor, Poa discolor, Poa divaricata, Poa djurdjurae, Poa djurjurae, Poa elbrussica, Poa elbussica, Poa fertilis capillifolia, Poa fertilis capillifolia, Poa flavescens, Poa frigida, Poa hosteana, Poa insularis, Poa intermedia, Poa macedonica, Poa macedonica uharov, Poa macedonica achtarovii, Poa macedonica nana, Poa macedonica pseudovivipara, Poa macedonica tenuifolia, Poa nuriensis, Poa olympica, Poa parnassica, Poa pratensis angustifolia, Poa pratensis capillifolia, Poa pratensis glauca, Poa pratensis glaucescens, Poa pratensis latisquamea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 541 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057372-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzebj3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycymeris scripta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057373-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qew999
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Peru",
 "Geometry POLYGON((-73.57746 -18.67310,-67.99149 -18.67310,-67.99149 -16.43967,-73.57746 -16.43967,-73.57746 -18.67310))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scurria araucana"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057374-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6a2jpk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057376-250827131500795/datasets/export for details.
DOI: 10.15468/dl.vnzseh
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamyctes emarginatus",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057375-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grzzds
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamyctes emarginatus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 87 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057377-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvhy5g
title: Occurrence Download

description: A dataset containing 691389 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Populus tremula"
 ]
}

 The dataset includes 691389 records from 2659 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057300-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dcztq
title: Occurrence Download

description: A dataset containing 45760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is Mexico",
 "TaxonKey is Echinodermata"
 ]
}

 The dataset includes 45760 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029092-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfjjkz
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euderma maculatum (J.A.Allen, 1891)"
 ]
}

 The dataset includes 625 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005195-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xrje4
title: Occurrence Download

description: A dataset containing 374994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ajuga reptans L.",
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 374994 records from 1032 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0419631-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpessa
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Archaeorhizomyces borealis Menkis, T.Y.James & Rosling",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117257-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7v43h
title: Occurrence Download

description: A dataset containing 1270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phragmotrichum chailletii Kunze, Bactridium flavum Kunze)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1270 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163836-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9rjpq
title: Occurrence Download

description: A dataset containing 2570 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phylloscopus cantator (Tickell, 1833)"
 ]
}

 The dataset includes 2570 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030483-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62rzxy
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.2_1, CHN.2.1_1, CHN.2.1.1_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Emberiza jankowskii Taczanowski, 1888",
 "Year 2000-2022"
 ]
}

 The dataset includes 78 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068793-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g8ajx
title: Occurrence Download

description: A dataset containing 11043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is Conchological Society of Great Britain & Ireland: marine mollusc records",
 "OccurrenceStatus is Present",
 "TaxonKey is Littorinidae",
 "Year 1985-2023"
 ]
}

 The dataset includes 11043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015025-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrsj5y
title: Occurrence Download

description: A dataset containing 12686 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emydoidea blandingii (Holbrook, 1838)"
 ]
}

 The dataset includes 12686 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426263-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw6ke7
title: Occurrence Download

description: A dataset containing 26360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Brazil",
 "Geometry POLYGON((-46.44226 -24.05314,-46.26675 -24.05314,-46.26675 -23.9009,-46.44226 -23.9009,-46.44226 -24.05314))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 26360 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272335-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbg8bq
title: Occurrence Download

description: A dataset containing 495 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Burkholderia glumae (Kurita & Tabei, 1967) Urakami et al., 1994"
 ]
}

 The dataset includes 495 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203759-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.