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

description: A dataset containing 785 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malachra capitata (L.) L."
 ]
}

 The dataset includes 785 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009274-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2yjck
title: Occurrence Download

description: A dataset containing 5452417 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 5452417 records from 2672 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082420-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsa7yg
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Mamíferos de la desembocadura del caño Teracay en el río Tomo, Puerto Carreño, Vichada - Proyecto Colombia Bio"
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043996-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjwfgk
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphrasia stricta J.P.Wolff",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003597-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvenar
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Tejidos colectados en la caracterización biótica para la conservación de especies amenazadas en el área de influencia del Oleoducto Bicentenario, departamentos de Arauca y Casanare, Colombia"
 ]
}

 The dataset includes 177 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043973-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h0rpsr
title: Occurrence Download

description: A dataset containing 29411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Thamnophilus doliatus (Linnaeus, 1764)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29411 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003597-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7gfw9
title: Occurrence Download

description: A dataset containing 1038 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia mangium Willd."
 ]
}

 The dataset includes 1038 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003597-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4whsu
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Caracterización florística de áreas en restauración pasiva de ladera, ribera y nacimiento ubicadas en 5 municipios pertenecientes a la cuenca de rio grande II, departamento de Antioquia"
 ]
}

 The dataset includes 392 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044048-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjsp9r
title: Occurrence Download

description: A dataset containing 4706305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 {
 "or" : [
 "TaxonKey is Plantae",
 "TaxonKey is Buddlejaceae"
 ]
 }
 ]
}

 The dataset includes 4706305 records from 633 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003597-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czw8c4
title: Occurrence Download

description: A dataset containing 874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreos de fauna y flora en cumplimiento de las obligaciones del medio biótico del Campo Moriche"
 ]
}

 The dataset includes 874 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044064-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra7db3
title: Occurrence Download

description: A dataset containing 3796039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "PublishingCountry is Mexico",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 3796039 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003599-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5gxte
title: Occurrence Download

description: A dataset containing 15867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Flora al interior del Área 1 del Banco de Hábitat del Meta de Terrasos"
 ]
}

 The dataset includes 15867 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044055-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6xtl3
title: Occurrence Download

description: A dataset containing 57271 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Alternanthera philoxeroides (Mart.) Griseb.",
 "TaxonKey is Asclepias syriaca L.",
 "TaxonKey is Baccharis halimifolia L.",
 "TaxonKey is Cabomba caroliniana A.Gray",
 "TaxonKey is Eichhornia crassipes (Mart.) Solms",
 "TaxonKey is Heracleum sosnowskyi Manden.",
 "TaxonKey is Hydrocotyle ranunculoides L.fil.",
 "TaxonKey is Impatiens glandulifera Royle",
 "TaxonKey is Lagarosiphon major (Ridl.) Moss",
 "TaxonKey is Ludwigia grandiflora (Michx.) Greuter & Burdet",
 "TaxonKey is Ludwigia peploides (Kunth) P.H.Raven",
 "TaxonKey is Lysichiton americanus Hultén & H.St.John",
 "TaxonKey is Microstegium vimineum (Trin.) A.Camus",
 "TaxonKey is Callosciurus erythraeus (Pallas, 1779)",
 "TaxonKey is Corvus splendens Vieillot, 1817",
 "TaxonKey is Eriocheir sinensis H.Milne Edwards, 1853",
 "TaxonKey is Herpestes javanicus",
 "TaxonKey is Lithobates catesbeianus (Shaw, 1802)",
 "TaxonKey is Muntiacus reevesi (Ogilby, 1839)",
 "TaxonKey is Myocastor coypus (Molina, 1782)",
 "TaxonKey is Nasua nasua (Linnaeus, 1766)",
 "TaxonKey is Nyctereutes procyonoides (Gray, 1834)",
 "TaxonKey is Ondatra zibethicus (Linnaeus, 1766)",
 "TaxonKey is Orconectes limosus (Rafinesque, 1817)",
 "TaxonKey is Orconectes virilis (Hagen, 1870)",
 "TaxonKey is Oxyura jamaicensis (J.F.Gmelin, 1789)",
 "TaxonKey is Pacifastacus leniusculus (Dana, 1852)",
 "TaxonKey is Perccottus glenii Dybowski, 1877",
 "TaxonKey is Procambarus clarkii (Girard, 1852)",
 "TaxonKey is Procambarus fallax f. virginalis Martin, Dorn, Kawai, van der Heiden & Scholtz, 2010",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)",
 "TaxonKey is Pseudorasbora parva (Temminck & Schlegel, 1846)",
 "TaxonKey is Sciurus carolinensis Gmelin, 1788",
 "TaxonKey is Sciurus niger Linnaeus, 1758",
 "TaxonKey is Tamias sibiricus (Laxmann, 1769)",
 "TaxonKey is Threskiornis aethiopicus (Latham, 1790)",
 "TaxonKey is Trachemys scripta (Thunberg In Schoepff, 1792)",
 "TaxonKey is Vespa velutina nigrithorax Buysson, 1905"
 ]
 },
 {
 "or" : [
 "Country is Belgium",
 "Country is Luxembourg",
 "Country is Netherlands"
 ]
 }
 ]
}

 The dataset includes 57271 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003597-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k2igt
title: Occurrence Download

description: A dataset containing 855 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palinurus elephas (Fabricius, 1787)"
 ]
}

 The dataset includes 855 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003598-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkdx6b
title: Occurrence Download

description: A dataset containing 25471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithobates catesbeianus (Shaw, 1802)"
 ]
}

 The dataset includes 25471 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003598-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yftdvx
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/0044099-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmhyxt
title: Occurrence Download

description: A dataset containing 4893089 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamiaceae"
 ]
}

 The dataset includes 4893089 records from 1454 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003598-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjrzw6
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conium chaerophylloides (Thunb.) Eckl. & Zeyh."
 ]
}

 The dataset includes 228 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010179-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nauqqh
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Geometry POLYGON((-85.18271 8.86372,-82.64062 7.8159,-82.77924 8.2892,-82.64062 10.98091,-85.6933 11.29657,-86.78316 10.98091,-85.18271 8.86372))",
 "HasGeospatialIssue is false",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 77 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038556-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vj4fgu
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Physalis peruviana L."
 ]
}

 The dataset includes 68 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009736-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks2a44
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton poggei Pax"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010205-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5z3rv
title: Occurrence Download

description: A dataset containing 2740 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus ithaburensis Decne."
 ]
}

 The dataset includes 2740 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038869-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbikt2
title: Occurrence Download

description: A dataset containing 449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1950-2019",
 "HasCoordinate is true",
 "TaxonKey is Bactrocera zonata (Saunders, 1842)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 449 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006212-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q653vc
title: Occurrence Download

description: A dataset containing 6 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 Atelopus mandingues Osorno-Muñoz, Ardila-Robayo & Ruiz-Carranza, 2001"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048255-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvejs6
title: Occurrence Download

description: A dataset containing 1818 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 Gerygone ruficollis Salvadori, 1876"
 ]
}

 The dataset includes 1818 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038551-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grmqck
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fosterella micrantha (Lindl.) L.B.Sm."
 ]
}

 The dataset includes 84 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009737-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtevb4
title: Occurrence Download

description: A dataset containing 81 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 Agalychnis buckleyi (Boulenger, 1882)"
 ]
}

 The dataset includes 81 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048286-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzzaqd
title: Occurrence Download

description: A dataset containing 5 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 Cylindrophis opisthorhodus Boulenger, 1897"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038537-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryugry
title: Occurrence Download

description: A dataset containing 24760 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agave L."
 ]
}

 The dataset includes 24760 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009737-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chnmsb
title: Occurrence Download

description: A dataset containing 17129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Baccharis halimifolia"
 ]
}

 The dataset includes 17129 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032264-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywbnnw
title: Occurrence Download

description: A dataset containing 16689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-87.67993 20.63077,-87.56412 20.63077,-87.56412 20.71558,-87.67993 20.71558,-87.67993 20.63077))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 16689 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032265-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8fqy6
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cryptotis mayensis"
 ]
}

 The dataset includes 265 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032266-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tb7cmx
title: Occurrence Download

description: A dataset containing 14520 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora de las Reservas Distritales de Humedal de Bogotá, D.C."
 ]
}

 The dataset includes 14520 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032267-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17228463
title: Ptychography raw data for 'Electron Ptychography Images Hydrogen Atom Superlattices and 3D Inhomogeneities in Palladium Hydride Nanoparticles'

description: ptychography datasets for the multislice electron ptychographic reconstructions in the paper 'Electron Ptychography Images Hydrogen Atom Superlattices and 3D Inhomogeneities in Palladium Hydride Nanoparticles' arXiv.2508.11142 and upcoming paper.  The reconstruction code is based on the fold_slice package.
DOI: 10.5281/zenodo.17228462
title: Ptychography raw data for 'Electron Ptychography Images Hydrogen Atom Superlattices and 3D Inhomogeneities in Palladium Hydride Nanoparticles'

description: ptychography datasets for the multislice electron ptychographic reconstructions in the paper 'Electron Ptychography Images Hydrogen Atom Superlattices and 3D Inhomogeneities in Palladium Hydride Nanoparticles' arXiv.2508.11142 and upcoming paper.  The reconstruction code is based on the fold_slice package.
DOI: 10.15468/dl.bzx7ca
title: Occurrence Download

description: A dataset containing 7708 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de flora de los Parques Distritales Ecológicos de Montaña de Bogotá, D.C."
 ]
}

 The dataset includes 7708 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032268-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5q5cz
title: Occurrence Download

description: A dataset containing 5464 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Avifauna de los Parques Ecológicos Distritales de Montaña del Distrito Capital"
 ]
}

 The dataset includes 5464 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032270-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/83h4-0556
title: "Hyperspectral Remote Sensing Datasets: Indian Pines, Pavia University, Botswana and Salinas"

description: "This collection comprises four widely used benchmark hyperspectral remote sensing datasets: Indian Pines, Pavia University, Botswana, and Salinas. These datasets are frequently employed in the development and evaluation of hyperspectral image analysis methods, particularly for land cover classification, dimensionality reduction, and feature extraction.Indian Pines: Acquired by the AVIRIS sensor over agricultural fields in northwest Indiana, USA. The dataset consists of 224 spectral bands (0.4\u20132.5 \u00b5m) with 145 \u00d7 145 spatial pixels, primarily covering agricultural and forested land with 16 ground-truth classes.Pavia University: Collected using the ROSIS sensor over an urban area in Pavia, Italy. It contains 103 spectral bands with 610 \u00d7 340 pixels, representing diverse urban land-cover classes such as asphalt, meadows, trees, and buildings.Botswana: Acquired by the Hyperion sensor aboard NASA\u2019s EO-1 satellite over the Okavango Delta, Botswana. The dataset includes 242 bands with 1476 \u00d7 256 pixels, capturing a complex wetland ecosystem with 14 land-cover classes.Salinas: Captured by the AVIRIS sensor over Salinas Valley, California, USA. It consists of 224 spectral bands with 512 \u00d7 217 pixels, dominated by agricultural fields with 16 classes, including vegetables, bare soils, and vineyards.These datasets are widely recognized benchmarks in hyperspectral imaging research and serve as standard references for evaluating classification, band selection, and feature extraction algorithms."