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

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "MediaType is Image",
 "TaxonKey is Imperata cylindrica (L.) P.Beauv."
 ]
}

 The dataset includes 131 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007227-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92z2xx
title: Occurrence Download

description: A dataset containing 2932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trapeliopsis granulosa (Hoffm.) Lumbsch",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 2932 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008693-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.boj2p2
title: Occurrence Download

description: A dataset containing 570568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Collections and observation data National Museum of Natural History Luxembourg",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 570568 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007240-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z95rmx
title: Occurrence Download

description: A dataset containing 12769 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus blitoides S.Watson"
 ]
}

 The dataset includes 12769 records from 292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287991-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14032216
title: Prueba
DOI: 10.5281/zenodo.14032217
title: Prueba
DOI: 10.15468/dl.a9wgxq
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lophura pyronota (G.R.Gray, 1841)"
 ]
}

 The dataset includes 59 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020556-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvffxd
title: Occurrence Download

description: A dataset containing 1749 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleginus gracilis (Tilesius, 1810)"
 ]
}

 The dataset includes 1749 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020558-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmnmpc
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Bruguiera sexangula (Lour.) Poir."
 ]
}

 The dataset includes 229 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020559-241024112534372/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.26112652
title: Assembly and Annotation of the Haploid Genome of the KanYao Durian

description: This dataset provides information on the assembly sequences of two chromosome-level haploid genomes of the KanYao durian, including gene structure annotation, gene function annotation, non-coding RNA annotation, and SV variations.
DOI: 10.6084/m9.figshare.26112652.v2
title: Assembly and Annotation of the Haploid Genome of the KanYao Durian

description: This dataset provides information on the assembly sequences of two chromosome-level haploid genomes of the KanYao durian, including gene structure annotation, gene function annotation, non-coding RNA annotation, and SV variations.
DOI: 10.15468/dl.hf9esx
title: Occurrence Download

description: A dataset containing 9259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trisopterus minutus (Linnaeus, 1758)"
 ]
}

 The dataset includes 9259 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020560-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dq287
title: Occurrence Download

description: A dataset containing 137404 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taiwan New Year Bird Count"
 ]
}

 The dataset includes 137404 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020557-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbdxp3
title: Occurrence Download

description: A dataset containing 4313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Excoecaria agallocha L."
 ]
}

 The dataset includes 4313 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020561-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14032493
title: UV-radiated dissolved Co and Cu (dCo and dCu) along 30 deg E transect: GEOTRACES GIPr07 cruise

description: The data describes the depth profiles of seawater concentration of dCo and dCu (0.2 µm filtered) along the 30 deg E transect in the Indian sector of Southern Ocean.
DOI: 10.5281/zenodo.14032492
title: UV-radiated dissolved Co and Cu (dCo and dCu) along 30 deg E transect: GEOTRACES GIPr07 cruise

description: The data describes the depth profiles of seawater concentration of dCo and dCu (0.2 µm filtered) along the 30 deg E transect in the Indian sector of Southern Ocean.
DOI: 10.6084/m9.figshare.27601257
title: Supplementary Material for: Management strategies and corticophobia among healthcare professionals involved in the care for atopic dermatitis: a Dutch survey

description: Background:
Many healthcare professionals (HCPs) deliver care for patients with atopic dermatitis (AD). Although pivotal, management strategies and the relation with corticophobia among HCPs have not been investigated. This study aimed to investigate management strategies for AD and its relation with corticophobia among HCPs.
Methods: 
Dutch general practitioners (GPs), youth healthcare physicians (YHPs), pediatricians, dermatologists, pharmacists, and pharmacy assistants participated in a survey on management strategies and corticophobia. The Topical Corticosteroid Phobia questionnaire for professionals (TOPICOP-P) was used to measure attitudes toward topical corticosteroids (TCS). Higher scores reflect a more negative attitude.
Results:
A total of 407 HCPs (124 GPs, 33 YHPs, 51 pediatricians, 56 dermatologists, 58 pharmacists, and 85 pharmacy assistants) participated. Compared to dermatologists other HCPs were more reluctant with TCS as illustrated by the portion (50%) of GPs that reported to prescribe TCS of only mild potency for infants with severe AD, compared to dermatologists (9%). Dermatologists had lowest TOPICOP-P scores (median: 19, IQR:12-28). GPs and pharmacy assistants had highest scores (GPs median: 36, IQR:31-44, pharmacy assistants: median: 36, IQR:31-42). More corticophobia was significantly associated with prescription of a lower TC potency class (B -0.04, 95%CI: -0.07-0.01, P=0.01), and a trend was found between more corticophobia and longer perceived durability of one TCS tube. 
Conclusions: 
This study shows the differences in management of AD and reluctance towards TCS in HCPs. Furthermore, corticophobia among HCPs and its effect on management of AD was confirmed. To reduce corticophobia and improve care for AD, more education is needed.
DOI: 10.15468/dl.emauc3
title: Occurrence Download

description: A dataset containing 690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, Observation.org, Nature data from around the World)",
 "TaxonKey is Crocodylus suchus Geoffroy Saint-Hilaire, 1807"
 ]
}

 The dataset includes 690 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020562-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsttuv
title: Occurrence Download

description: A dataset containing 5642 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylus johnsoni Krefft, 1873"
 ]
}

 The dataset includes 5642 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020564-241024112534372/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.24564385
title: GeoRecon: High-fidelity visual reconstruction from coarse to fine

description: The datasets available for paper: "GeoRecon: High-fidelity visual reconstruction from coarse to fine".
DOI: 10.6084/m9.figshare.24564385.v2
title: GeoRecon: High-fidelity visual reconstruction from coarse to fine

description: The datasets available for paper: "GeoRecon: High-fidelity visual reconstruction from coarse to fine".
DOI: 10.34740/kaggle/dsv/9800288
title: ⏳ endoflife.date database (duckdb)
DOI: 10.6084/m9.figshare.24564385.v1
title: GeoRecon: High-fidelity visual reconstruction from coarse to fine

description: The datasets available for paper: "GeoRecon: High-fidelity visual reconstruction from coarse to fine".
DOI: 10.15468/dl.zcpddt
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belarus",
 "TaxonKey is Cervus elaphus Linnaeus, 1758"
 ]
}

 The dataset includes 114 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020571-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8e9zrx
title: Occurrence Download

description: A dataset containing 5286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Struthio camelus Linnaeus, 1758"
 ]
}

 The dataset includes 5286 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020570-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfd766
title: Occurrence Download

description: A dataset containing 1260511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spiraea martini H.Lév., Stachyphrynium placentarium (Lour.) Clausager & Borchs., Curcuma involucrata (King ex Baker) Škorničk., Stauntonia chinensis DC., Decalepis khasiana (Kurz) Ionta ex Kambale, Stemona tuberosa Lour., Stenocarpus sinuatus (Otto & A.Dietr.) Endl., Stephania chingtungensis H.S.Lo, Stephania kwangsiensis H.S.Lo, Stephania yunnanensis H.S.Lo, Sterculia maoana Doweld, Sterculia foetida L., Sterculia hainanensis Merr. & Chun, Sterculia lanceifolia Roxb., Sterculia lanceolata Cav., Sterculia pexa Pierre, Sterculia villosa Roxb., Stereospermum colais (Buch.-Ham. ex Dillwyn) Mabb., Stixis suaveolens (Roxb.) Pierre, Strobilanthes speciosa Blume, Strobocalyx solanifolia (Benth.) Sch.Bip., Strophanthus divaricatus (Lour.) Hook. & Arn., Strophanthus wallichii A.DC., Strophioblachia fimbricalyx Boerl., Strychnos ovata A.W.Hill, Styrax chinensis H.H.Hu & S.Y.Liang, Styrax macrocarpus W.C.Cheng, Styrax serrulatus Roxb., Sumbaviopsis albicans (Blume) J.J.Sm., Suregada multiflora (A.Juss.) Baill., Syagrus cearensis Noblick, Syagrus kellyana Noblick & Lorenzi, Syagrus macrocarpa Barb.Rodr., Syagrus oleracea (Mart.) Becc., Syagrus orinocensis (Spruce) Burret, Syagrus romanzoffiana (Cham.) Glassman, Syagrus sancona (Kunth) H.Karst., Symphorema involucratum Roxb., Syzygium austroyunnanense Chang & R.H.Miao, Syzygium balsameum (Wight) Wall. ex Walp., Syzygium buxifolium Hook. & Arn., Syzygium claviflorum (Roxb.) Wall. ex A.M.Cowan & Cowan, Syzygium cumini (L.) Skeels, Syzygium forrestii Merr. & L.M.Perry, Syzygium jambos (L.) Alston, Syzygium grande (Wight) N.P.Balakr., Syzygium oblancilimbum Chang & R.H.Miao, Syzygium polypetaloideum Merr. & L.M.Perry, Syzygium tetragonum Wall., Syzygium tsoongii (Merr.) Merr. & L.M.Perry, Premna fordii Dunn, Premna menglaensis B.Li, Premna scandens Roxb., Pritchardia martii (Gaudich.) H.Wendl., Procris crenata C.B.Rob., Protium serratum (Wall. ex Colebr.) Engl., Protium yunnanense (Hu) Kalkman, Prunella vulgaris L., Prunus padus L., Prunus undulata Buch.-Ham. ex D.Don, Prunus zippeliana Miq., Pseudobombax ellipticum (Kunth) Dugand, Pseudolarix amabilis (J.Nelson) Rehd., Pseudosasa cantorii (Munro) Keng f., Pseudostreblus indicus Bureau, Pseuduvaria rugosa (Blume) Merr., Psychotria asiatica L., Pteris deltodon Baker)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1260511 records from 3766 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020563-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.635c8g
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anisodontea capensis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038046-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17390795
title: ИССЛЕДОВАНИЕ НА НАЛИЧИЕ СВЯЗИ ПО РАСТЯЖИМОСТИ ТРИКОТАЖНЫХ ПОЛОТЕН И ИХ ПОКАЗАТЕЛЬ ИЗМЕНЧИВОСТИ
DOI: 10.5281/zenodo.17390796
title: ИССЛЕДОВАНИЕ НА НАЛИЧИЕ СВЯЗИ ПО РАСТЯЖИМОСТИ ТРИКОТАЖНЫХ ПОЛОТЕН И ИХ ПОКАЗАТЕЛЬ ИЗМЕНЧИВОСТИ
DOI: 10.15468/dl.fuatjk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((82.5 7.5,90 7.5,90 15,82.5 15,82.5 7.5))"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038047-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kvvzs
title: Occurrence Download

description: A dataset containing 3572845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera"
 ]
}

 The dataset includes 3572845 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038012-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpwn6z
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Troides aeacus"
 ]
}

 The dataset includes 358 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038048-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffys9t
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ayenia insulicola",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038049-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sk5ryw
title: Occurrence Download

description: A dataset containing 2196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyanochen cyanoptera",
 "Year 2000-2025"
 ]
}

 The dataset includes 2196 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038051-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36f8sf
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corchorus hirsutus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038052-251009101135966/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.29927843
title: Switcher-HNet: A switchable hierarchical network for tree species classification from forest stand to individual tree tasks

description: <b>Switcher-HNet Project & Demo</b><br>This <b>project</b> contains code for training, inference, and visualization of tree species classification models using the TreeSatAI and<b> </b>Hierarchical Individual Tree (HIT). Detailed instructions and function annotations are included in the code.<br>The <b>demo</b><b> </b>is available in Switcher_HNet_Demo.mp4<br><b>Hierarchical Individual Tree </b><b>(HIT) </b><b>Dataset</b><br>Area: Maoer_mountain_HSI_CHM_Field_data<br>The <b>HIT</b><b><i> </i></b><b>Dataset</b><b><i> </i></b><i>(</i><i>Maoer Mountain area</i><i>)</i> is a <b>multi-source</b> ecological dataset collected in the Maoer Mountain region, a biodiversity-rich area located in Harbin, <b>Northeast of China</b>.<br>This dataset supports research in forest ecology, species distribution modeling, remote sensing, and biodiversity conservation. It integrates high-resolution <b>hyperspectral imagery (HSI)</b>, <b>canopy height models (CHMs)</b>, and <b>ground-validated field data</b> to enable detailed tree species identification and forest structure analysis.<br>The HSI is characterized by a spatial resolution of approximately 0.2 meters per pixel, georeferenced to the WGS84 geographic coordinate system. It covers a spectral range of 387.8 to 1025.5 nm, distributed across 150 contiguous bands with an average spectral bandwidth of 4.28 nm.The CHMs are a single-band raster dataset aligned with the HSI, encoded in 32-bit floating-point format. It has a ground sampling distance of 0.250 × 0.250 meters and is georeferenced to a projected coordinate system based on the WGS84 datum.<br>The field data include the primary tree species of Northeast China, such as <i>Pinus koraiensis</i> and a variety of broadleaf species.
DOI: 10.6084/m9.figshare.29927843.v3
title: Switcher-HNet: A switchable hierarchical network for tree species classification from forest stand to individual tree tasks

description: <b>Switcher-HNet Project & Demo</b><br>This <b>project</b> contains code for training, inference, and visualization of tree species classification models using the TreeSatAI and<b> </b>Hierarchical Individual Tree (HIT). Detailed instructions and function annotations are included in the code.<br>The <b>demo</b><b> </b>is available in Switcher_HNet_Demo.mp4<br><b>Hierarchical Individual Tree </b><b>(HIT) </b><b>Dataset</b><br>Area: Maoer_mountain_HSI_CHM_Field_data<br>The <b>HIT</b><b><i> </i></b><b>Dataset</b><b><i> </i></b><i>(</i><i>Maoer Mountain area</i><i>)</i> is a <b>multi-source</b> ecological dataset collected in the Maoer Mountain region, a biodiversity-rich area located in Harbin, <b>Northeast of China</b>.<br>This dataset supports research in forest ecology, species distribution modeling, remote sensing, and biodiversity conservation. It integrates high-resolution <b>hyperspectral imagery (HSI)</b>, <b>canopy height models (CHMs)</b>, and <b>ground-validated field data</b> to enable detailed tree species identification and forest structure analysis.<br>The HSI is characterized by a spatial resolution of approximately 0.2 meters per pixel, georeferenced to the WGS84 geographic coordinate system. It covers a spectral range of 387.8 to 1025.5 nm, distributed across 150 contiguous bands with an average spectral bandwidth of 4.28 nm.The CHMs are a single-band raster dataset aligned with the HSI, encoded in 32-bit floating-point format. It has a ground sampling distance of 0.250 × 0.250 meters and is georeferenced to a projected coordinate system based on the WGS84 datum.<br>The field data include the primary tree species of Northeast China, such as <i>Pinus koraiensis</i> and a variety of broadleaf species.
DOI: 10.6084/m9.figshare.29927843.v2
title: Switcher-HNet: A switchable hierarchical network for tree species classification from forest stand to individual tree tasks

description: <b>Hierarchical Individual Tree </b><b>(HIT) </b><b>Dataset</b><br>Area: Maoer_mountain_HSI_CHM_Field_data<br>The <b>HIT</b><b><i> </i></b><b>Dataset</b><b><i> </i></b><i>(</i><i>Maoer Mountain area</i><i>)</i> is a <b>multi-source</b> ecological dataset collected in the Maoer Mountain region, a biodiversity-rich area located in Harbin, <b>Northeast of China</b>.<br>This dataset supports research in forest ecology, species distribution modeling, remote sensing, and biodiversity conservation. It integrates high-resolution <b>hyperspectral imagery (HSI)</b>, <b>canopy height models (CHMs)</b>, and <b>ground-validated field data</b> to enable detailed tree species identification and forest structure analysis.<br>The HSI is characterized by a spatial resolution of approximately 0.2 meters per pixel, georeferenced to the WGS84 geographic coordinate system. It covers a spectral range of 387.8 to 1025.5 nm, distributed across 150 contiguous bands with an average spectral bandwidth of 4.28 nm.The CHMs are a single-band raster dataset aligned with the HSI, encoded in 32-bit floating-point format. It has a ground sampling distance of 0.250 × 0.250 meters and is georeferenced to a projected coordinate system based on the WGS84 datum.<br>The field data include the primary tree species of Northeast China, such as <i>Pinus koraiensis</i> and a variety of broadleaf species.