cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/zzx3-pt71
title: FLAME2-DT

description: FLAME2-DT (Forest Fire Detection Dataset with Dual-modality Labels) is a comprehensive multi-modal dataset specifically designed for UAV-based forest fire detection research. The dataset consists of 1,280 paired RGB-thermal infrared images captured by a Mavic 2 Enterprise Advanced UAV system, with high-resolution (640×512) and precise pixel-level annotations for both fire and smoke regions. This dataset addresses critical challenges in forest fire detection by providing paired multi-modal data that captures the complementary characteristics of visible light and thermal imaging. The RGB images contain 2,496 fire bounding boxes and 4,404 smoke bounding boxes, while the thermal infrared images include 27,117 fire bounding boxes. Statistical analysis reveals distinct scale and distribution patterns: approximately 80% of fire regions occupy less than 5% of the image area with discrete distribution, while over 60% of smoke regions cover more than 12% with continuous patterns. FLAME2-DT is organized into five specialized packages to facilitate different research scenarios: original dataset, RGB-specific, thermal IR-specific, RGB with dual-modality labels, and complete fusion packages. The dataset is split into training (80%) and validation (20%) sets, providing a standardized benchmark for evaluating multi-modal forest fire detection algorithms. This dataset contributes to the advancement of forest fire detection research by: 1. Providing precisely registered multi-modal image pairs 2. Offering comprehensive pixel-level annotations verified through multi-expert cross-validation 3. Supporting the development of lightweight, real-time detection systems for UAV applications 4. Enabling comparative analysis of single-modal and multi-modal detection approaches
DOI: 10.15468/dl.gvtzwu
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ficus langkokensis Drake",
 "Year 1979-2000"
 ]
}

 The dataset includes 38 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060926-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sm4va9
title: Occurrence Download

description: A dataset containing 8457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alnus rubra Bong.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8457 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060927-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.972825
title: Agulhas Plateau Composite Pleistocene grain size and stable isotope measurements

description: Reconstructions of near-bottom flow speed and vertical stable carbon isotope gradient since 1.9 myr ago from the Agulhas Plateau Composite deep sea sediment core site. Measurements of Sortable Silt mean grain size (10-63 µm, CaCO3 and opal removed) made with a Beckman-Coulter Mastersizer 4e Coulter Counter at Cardiff University. Stable isotopes (18O and 13C measured on planktic foraminifera species G. truncatulinoides (n = 3 to 15 shells per sample). Isotope measurements are paired with previously published benthic d18O and d13C data from the sample site.
DOI: 10.6084/m9.figshare.28159586
title: Supplement VI for “Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity”.

description: Supplement VI for “Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity”.
DOI: 10.15468/dl.us5725
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron glischrum Balf.fil. & W.W.Sm.",
 "Year 1979-2000"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060929-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwkg8r
title: Occurrence Download

description: A dataset containing 1077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Litchi chinensis Sonn."
 ]
}

 The dataset includes 1077 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060930-241126133413365/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.28151594
title: <i>Brassica </i>transposon family

description: # Brassica_TE_Family This repository contains data used for the analysis of transposable elements (TE) in <i>Brassica oleracea</i> and <i>Brassica rapa</i>. These data were developed as part of the manuscript "Transposable Elements Drive Evolution and Perturb Gene Expression in <i>Brassica</i>".
DOI: 10.6084/m9.figshare.28151594.v1
title: <i>Brassica </i>transposon family

description: # Brassica_TE_Family This repository contains data used for the analysis of transposable elements (TE) in <i>Brassica oleracea</i> and <i>Brassica rapa</i>. These data were developed as part of the manuscript "Transposable Elements Drive Evolution and Perturb Gene Expression in <i>Brassica</i>".
DOI: 10.6084/m9.figshare.28159592
title: Supplement VII for “Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity”.

description: Supplement VII for “Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity”.
DOI: 10.15468/dl.svp96k
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Castanopsis fordii Hance",
 "Year 1979-2000"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060931-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2j3s6
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alangium kurzii Craib",
 "Year 1979-2000"
 ]
}

 The dataset includes 96 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060932-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8aavj7
title: Occurrence Download

description: A dataset containing 5652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aloe arborescens Mill.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5652 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060934-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwksz7
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vaccinium sprengelii (G.Don) Sleumer",
 "Year 1979-2000"
 ]
}

 The dataset includes 76 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060935-241126133413365/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.28159598
title: Supplement VIII for “Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity”.

description: Supplement VIII for “Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity”.
DOI: 10.15468/dl.k8sk7w
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((120.14551 16.85138,119.38192 15.98965,119.97604 14.20728,120.68193 14.45434,120.6231 14.77787,120.97605 14.90729,121.76429 14.47199,121.71723 15.08964,122.21723 15.772,120.14551 16.85138))",
 "TaxonKey is Ceyx cyanopectus Lafresnaye, 1840",
 "Year 2000-2025"
 ]
}

 The dataset includes 111 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060936-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3npk5
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-98.80762 16.62178,-97.93143 15.53432,-97.52984 15.49914,-96.67799 15.34664,-95.96 15.40531,-95.3272 15.67497,-93.64784 15.88576,-93.72086 16.18985,-93.84255 16.54013,-94.378 16.58679,-94.23197 17.25041,-94.6944 17.41305,-95.47323 18.1084,-96.31291 18.33958,-97.77323 18.50122,-98.4182 17.54073,-98.80762 16.62178))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Harmonia axyridis (Pallas, 1773)"
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060937-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5oh9c
title: Occurrence Download

description: A dataset containing 2108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Craugastor mexicanus (Brocchi, 1877)"
 ]
}

 The dataset includes 2108 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067521-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wbuaw
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium drummondii Thell."
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173877-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c943n3
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.15_1, CHN.31_1, CHN.1_1, CHN.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phalaenopsis zhejiangensis (Z.H.Tsi) Schuit."
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018304-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npkhjp
title: Occurrence Download

description: A dataset containing 68988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Canadian Museum of Nature Crustacea Collection"
 ]
}

 The dataset includes 68988 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054013-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32z7de
title: Occurrence Download

description: A dataset containing 13902 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenaria grandiflora L."
 ]
}

 The dataset includes 13902 records from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019998-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szc5jt
title: Occurrence Download

description: A dataset containing 4334 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ecnomiohyla miotympanum (Cope, 1863)"
 ]
}

 The dataset includes 4334 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067522-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oqzzfk
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Evolvulus chrysotrichos Meisn."
 ]
}

 The dataset includes 29 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014155-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dj7udp
title: Occurrence Download

description: A dataset containing 2713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macroglossus minimus (E.Geoffroy, 1810)",
 {
 "or" : [
 "Country is Myanmar",
 "Country is Thailand",
 "Country is Singapore",
 "Country is Lao People’s Democratic Republic",
 "Country is Viet Nam",
 "Country is Philippines",
 "Country is Timor-Leste",
 "Country is Indonesia",
 "Country is Malaysia",
 "Country is Brunei Darussalam",
 "Country is Cambodia"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2713 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067531-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aak42s
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Liriodendron chinense (Hemsl.) Sarg."
 ]
}

 The dataset includes 311 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021545-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nghzc
title: Occurrence Download

description: A dataset containing 2650 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astronium graveolens Jacq."
 ]
}

 The dataset includes 2650 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014156-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67vxuc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-53.1455 -29.03304,-48.32329 -28.76674,-47.92108 -25.13972,-52.95521 -25.13972,-53.1455 -29.03304))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leopardus pardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016348-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmpymt
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia calamaria (Lindl.) Pabst"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067533-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i9kahu
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruellia terminale (Nees) Wassh.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014157-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cuwb88
title: Occurrence Download

description: A dataset containing 1520 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophophora williamsii (Lem. ex Salm-Dyck) J.M.Coult."
 ]
}

 The dataset includes 1520 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173878-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqkh4q
title: Occurrence Download

description: A dataset containing 62479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "MediaType is Audio",
 "TaxonKey is Aves",
 "Year 2023-2023"
 ]
}

 The dataset includes 62479 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016345-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7eg9x
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosthechea calamaria (Lindl.) W.E.Higgins"
 ]
}

 The dataset includes 143 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067534-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es5ftq
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Month is greater than or equal to December",
 "Country is United States of America",
 "TaxonKey is Gruiformes"
 ]
}

 The dataset includes 152 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014164-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrx7to
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Gossypium barbadense Raf."
 ]
}

 The dataset includes 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067541-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g3699
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.15_1, CHN.31_1, CHN.1_1, CHN.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cirsium tianmushanicum C.Shih"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018322-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7riim
title: Occurrence Download

description: A dataset containing 1442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1949-2019",
 "Geometry POLYGON((-125.98366 47.98965,-73.83018 48.32336,-73.8604 83.24615,-143.43407 83.17097,-125.98366 47.98965))",
 "HasCoordinate is true",
 "TaxonKey is Rangifer tarandus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1442 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014164-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i7mcxh
title: Occurrence Download

description: A dataset containing 4545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thuidium delicatulum (Hedw.) Schimp.",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 4545 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067543-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehhrxs
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.15_1, CHN.31_1, CHN.1_1, CHN.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phyllostachys nigella T.H.Wen"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018280-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkixdu
title: Occurrence Download

description: A dataset containing 2336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Carduelis psaltria (Say, 1822)"
 ]
}

 The dataset includes 2336 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014165-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3qcm2
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oophaga lehmanni (Myers & Daly, 1976)"
 ]
}

 The dataset includes 238 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067545-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.