cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jen7d8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , Atractides invidendus, , Atractides latisetus, Atractides linearis, Atractides pulcher, , Atractides scutelliferus, Atractides scutifer, , , , , , , , , Hygrobates hamatus, , , , Limnesia, , Limnesia lucifera, Limnesia manubriata, , , Limnesia walteri, Limnochares crinita, Mideopsellides geae, , Piona, Pontarachna capensis, Pontarachna punctulum, , , , , , , , , Torrenticola harrisoni, , , , , , , , , , , , , Pronorites costata, , , , , )",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021357-250827131500795/datasets/export for details.
DOI: 10.15468/dl.rv7jcn
title: Occurrence Download

description: A dataset containing 1721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Kaloula borealis"
 ]
}

 The dataset includes 1721 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021358-250827131500795/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.30039037
title: <b>A Pilot Speech Corpus for Studying Device and Environmental Variability in Voice Biometrics</b>

description: This dataset provides a curated pilot corpus for studying <b>device and environmental variability in voice biometrics</b>. It contains <b>480 speech recordings</b> from <b>12 participants</b> (Japan, Nigeria, Ivory Coast, France, Germany, and Indonesia), each contributing 40 utterances recorded across multiple devices and environments.Recordings were made using the Samsung A04s, OnePlus Nord (both direct and in-call), iPhone 15 Pro, and a USB condenser microphone (connected to a <b>MacBook)</b>, under both <b>indoor (semi-controlled lobby)</b> and <b>outdoor (campus)</b> conditions. All files are stored in <b>WAV format (8–16 kHz, 16-bit PCM)</b>, accompanied by a <b>metadata file (CSV/Excel)</b> with anonymized attributes such as nationality, gender, age, and English proficiency.The dataset supports research in <b>speech enhancement</b> (spectral subtraction, Wiener filtering, adaptive filtering), <b>speaker identification and verification</b>, <b>spoofing resilience</b>, and <b>liveness detection</b>. Validation experiments confirmed that adaptive filtering achieved the highest accuracy (97%), highlighting both the challenges of cross-device variability and the potential for robust enhancement methods.This corpus provides a valuable benchmark for developing <b>secure and consistent voice biometric systems</b>, particularly in real-world applications such as <b>mobile banking authentication</b> and <b>low-resource environments</b>.
DOI: 10.6084/m9.figshare.30039037.v1
title: <b>A Pilot Speech Corpus for Studying Device and Environmental Variability in Voice Biometrics</b>

description: This dataset provides a curated pilot corpus for studying <b>device and environmental variability in voice biometrics</b>. It contains <b>480 speech recordings</b> from <b>12 participants</b> (Japan, Nigeria, Ivory Coast, France, Germany, and Indonesia), each contributing 40 utterances recorded across multiple devices and environments.Recordings were made using the Samsung A04s, OnePlus Nord (both direct and in-call), iPhone 15 Pro, and a USB condenser microphone (connected to a <b>MacBook)</b>, under both <b>indoor (semi-controlled lobby)</b> and <b>outdoor (campus)</b> conditions. All files are stored in <b>WAV format (8–16 kHz, 16-bit PCM)</b>, accompanied by a <b>metadata file (CSV/Excel)</b> with anonymized attributes such as nationality, gender, age, and English proficiency.The dataset supports research in <b>speech enhancement</b> (spectral subtraction, Wiener filtering, adaptive filtering), <b>speaker identification and verification</b>, <b>spoofing resilience</b>, and <b>liveness detection</b>. Validation experiments confirmed that adaptive filtering achieved the highest accuracy (97%), highlighting both the challenges of cross-device variability and the potential for robust enhancement methods.This corpus provides a valuable benchmark for developing <b>secure and consistent voice biometric systems</b>, particularly in real-world applications such as <b>mobile banking authentication</b> and <b>low-resource environments</b>.
DOI: 10.15468/dl.fey58s
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heliotropium europaeum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 160 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021360-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc9wh5
title: Occurrence Download

description: A dataset containing 4437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syngnathus typhle"
 ]
}

 The dataset includes 4437 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021359-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxesvd
title: Occurrence Download

description: A dataset containing 4562 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cunninghamia lanceolata (Lamb.) Hook.)"
 ]
}

 The dataset includes 4562 records from 288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009630-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6cfew
title: Occurrence Download

description: A dataset containing 15589 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización de grupos hidrobiológicos en el arroyo Bruno, municipio de Albania, La Guajira"
 ]
}

 The dataset includes 15589 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009631-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ay5cc2
title: Occurrence Download

description: A dataset containing 7653 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Capacidad de carga y compensación de fauna y flora en el Valle del Cerrejón, La Guajira"
 ]
}

 The dataset includes 7653 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009633-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aygnyw
title: Occurrence Download

description: A dataset containing 2615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Styrax ferrugineus Nees & Mart."
 ]
}

 The dataset includes 2615 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009632-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed3wud
title: Occurrence Download

description: A dataset containing 6810 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cupaniopsis anacardioides (A.Rich.) Radlk.)"
 ]
}

 The dataset includes 6810 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009635-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9p82f
title: Occurrence Download

description: A dataset containing 2615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Styrax ferrugineus Nees & Mart."
 ]
}

 The dataset includes 2615 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009634-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjkc7r
title: Occurrence Download

description: A dataset containing 109518 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Propylea quatuordecimpunctata (Linnaeus, 1758)"
 ]
}

 The dataset includes 109518 records from 788 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009619-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrwuwf
title: Occurrence Download

description: A dataset containing 2615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Styrax ferrugineus Nees & Mart."
 ]
}

 The dataset includes 2615 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009636-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuq3rg
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cuphea balsamona (Vand.) Cham. & Schltdl.)"
 ]
}

 The dataset includes 232 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009637-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x69hah
title: Occurrence Download

description: A dataset containing 7423 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreos hidrobiológicos del Valle del Cerrejón en cuatro municipios del departamento de La Guajira"
 ]
}

 The dataset includes 7423 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009638-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbq2v3
title: Occurrence Download

description: A dataset containing 2621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation, Material sample, Machine Observation)",
 "Country is Mexico",
 "TaxonKey is Rhinella horribilis (Wiegmann, 1833)"
 ]
}

 The dataset includes 2621 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026367-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs5uhc
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megacarpaea polyandra Benth. ex Madden"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129404-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyaxhn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Australian National Insect Collection"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013598-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8z2emw
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Solenodon cubanus Peters, 1861"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005335-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uvfcj
title: Occurrence Download

description: A dataset containing 15078 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Hirschfeldia incana (L.) Lagr.-Foss."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15078 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013599-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6649qj
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Monstera deliciosa Liebm."
 ]
}

 The dataset includes 144 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031980-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmf3yz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Ipomoea subrevoluta Choisy"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096462-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9pyva
title: Occurrence Download

description: A dataset containing 117122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (India, China, Bangladesh)",
 "Geometry POLYGON((87.05514 21.28494,90.31713 21.49027,92.94644 20.20584,94.01931 21.85293,95.03933 23.09197,96.30865 24.99595,97.98596 26.49193,98.54507 28.68302,96.94331 29.92211,94.96378 30.85899,91.27671 30.97988,87.63497 31.25851,82.08926 30.92607,81.77193 30.23097,83.63057 29.00698,84.7393 26.36693,84.81971 25.0321,84.98053 23.82593,86.05804 22.37853,87.05514 21.28494))",
 "HasCoordinate is true",
 "IucnRedListCategory is LC",
 "Month is August"
 ]
}

 The dataset includes 117122 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005348-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c0ulk4
title: Occurrence Download

description: A dataset containing 1692 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus megalops Merriam, 1898"
 ]
}

 The dataset includes 1692 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013599-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33anwn
title: Occurrence Download

description: A dataset containing 28483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Papilio machaon Linnaeus, 1758"
 ]
}

 The dataset includes 28483 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096463-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grng2c
title: Occurrence Download

description: A dataset containing 2237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythroxylum rotundifolium Lunan"
 ]
}

 The dataset includes 2237 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005341-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncqci4
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-111.9821 27.32901,-111.75173 27.33175,-111.74589 27.51371,-111.98004 27.51543,-111.9821 27.32901))",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 116 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013599-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6en463
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codiaeum trichocalyx Merr."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005351-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5a32h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Porites gabonensis Gravier, 1910"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136435-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adymul
title: Occurrence Download

description: A dataset containing 810347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyrtomium fortunei J.Sm., Calycanthus chinensis Cheng & S.Y.Chang, Mukdenia rossii (Oliv.) Koidz., Bombax ceiba L., Rosa praelucens Bijh., Alseodaphne semecarpifolia Nees, Strobilanthes cusia (Nees) Kuntze, Atractylodes lancea (Thunb.) DC., Zanthoxylum simulans Hance, Prototheca stagnorum W.B.Cooke, 1968, Arabis flagellosa Miq., Camellia chekiangoleosa Hu, Pistacia weinmannifolia J.Poiss. ex Franch., Tecoma capensis (Thunb.) Lindl., Pleonotoma albiflora (Salzm. ex DC.) A.H.Gentry, Dolichandra cynanchoides Cham., Xanthoceras sorbifolium (A.Braun) Holub, Dimocarpus longan Lour., Fraxinus excelsior L., Eurycorymbus cavaleriei (H.Lév.) Rehder & Hand.-Mazz., Calanthe davidii Franch., Allium prattii C.H.Wright, Juniperus convallium Rehd. & E.H.Wilson, Salix rorida Lacksch., Salix paraplesia C.K.Schneid., Salix magnifica Hemsl., Salix chaenomeloides Kimura, Populus pruinosa Schrenk, Populus nigra L., Populus laurifolia Ledeb., Populus angustifolia E.James, Poliothyrsis sinensis Oliv., Itoa orientalis Hemsl., Flacourtia indica (Burm.fil.) Merr., Gastrodia elata Blume, Nothotsuga longibracteata (W.C.Cheng) H.H.Hu ex C.N.Page, Hydrocera triflora (L.) Wight & Arn., Geum rupestre (T.T.Yu & C.L.Li) Smedmark, Caulerpa manorensis Nizam., Chlorodesmis fastigiata (C.Ag.) Ducker, Khaya senegalensis (Desv.) A.Juss., Humulus lupulus L., Citrus reticulata Blanco, Crambe hispanica L., Taiwania cryptomerioides Hayata, Triticum carthlicum Nevski, Caragana kozlowii Kom., Cedrela odorata L., Entandrophragma cylindricum (Sprague) Sprague, Mentha spicata L.)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 810347 records from 1304 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013599-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w2yhy
title: Occurrence Download

description: A dataset containing 2193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrius convolvuli Linnaeus, 1758",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 2193 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038230-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38cr7u
title: Occurrence Download

description: A dataset containing 1184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythroxylum squamatum Sw."
 ]
}

 The dataset includes 1184 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071828-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4czxp
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Argentina, Uruguay, Brazil)",
 "TaxonKey is Lactuca serriola L."
 ]
}

 The dataset includes 283 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007993-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmmbtp
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombylella atra Scopoli, 1763",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 91 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038248-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdmvcq
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Iliamna rivularis (Douglas ex Hook.) Greene"
 ]
}

 The dataset includes 436 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075740-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7thgkz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mercurialis longistipes (Borbás) Holub, 1970"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038245-230530130749713/datasets/export for details.