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

description: A dataset containing 256022 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Tennessee Vascular Herbarium"
 ]
}

 The dataset includes 256022 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002836-250426092105405/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.28579118
title: RNA-Seq data stats

description: The Mapping_ratio_hisat2.xlsx file is a table of the mapping ratio of Apis cerana japonica RNA-Seq data to genome sequence performed by Hisat2. BUSCO_result.txt contains BUCSO result of the reference <i>A. cerana japonica</i> transcriptome sequence data.<br>
DOI: 10.3535/xbd-xwn-aeh
title: Bulimina truncana Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z0a-r9e-91z
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fg1-val-m60
title: Polycope (Polycope) Sars, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zrk-wym-xl0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/at6-s7a-ath
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0cx-2xh-vlm
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/apy-29v-kmt
title: Planulina ornata (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6pb-arw-zmk
title: †Siphogenerinoides eleganta (Plummer, 1927)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2jg-pm6-qfg
title: †Rhabdammina agglutissima Hofker, 1972

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hj1-gp2-ejt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tj7-vpl-p69
title: Dorothia pseudoturris (Cushman, 1922)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/979-25s-zt5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tsh-qy9-mhw
title: Operculina ammonoides (Gronovius, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7pe-zby-9s5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/00c-cdb-8ws
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6yy-lk1-2ef
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/05b-lff-4wz
title: Favulina hexagona (Williamson, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lqz-epg-lpr
title: Neoconorbina Hofker, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g4c-9ec-k5l
title: Laevidentalina filiformis (d'Orbigny, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.uzycq2
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023936-250811113504898/datasets/export for details.
DOI: 10.3535/3bz-f57-3ff
title: Gavelinopsis bartensteini Hofker, 1956

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g43-a6b-fz3
title: †Neorotalia burdigalensis (d'Orbigny, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jfa-12r-78v
title: Amphistegina lessonii d'Orbigny in Deshayes, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lea-tpq-sdc
title: †Turrilina alsatica Andreae, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0b3-ehk-syb
title: Cytherella (Cytherella) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n95-raq-v0f
title: †Pseudotaberina vandervlerki (de Neve, 1947)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7xt-wch-pr0
title: Cythereis (Cythereis) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qgg-q3k-gw2
title: †Vaginulina obtusicosta Ten Dam & Reinhold, 1947

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8vp-h31-hjq
title: †Monoceratina Roth, 1928

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/na7-gmq-dkq
title: Pyrgo nasuta Cushman, 1935

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d6t-9x6-a1k
title: Reophax spiculifer Brady, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g5n-6zc-4z5
title: Textularia pseudorugosa Lacroix, 1931

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n16-07n-lr7
title: Miliolidae Ehrenberg, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5mk-kvn-tx9
title: Eponides repandus (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dq7-9zj-hgr
title: Vaginulina americana Cushman, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b64-0yy-hv4
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d0c-m1v-fhw
title: Discanomalina coronata (Parker & Jones, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nwe-bgd-63q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/61l-1ne-4ra
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9yg-3wv-jy6
title: †Epistomaria Galloway, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n9r-whj-rmh
title: Globulina gibba (d'Orbigny in Deshayes, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.h9hjcy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dolichopteroides binocularis (Beebe, 1932)",
 "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 ((6.1346 -1.4131,6.0095 -1.0885,5.5445 -0.9058,5.2269 -1.0828,5.1089 -1.4368,5.2587 -1.812,5.5948 -1.957,6.0445 -1.7393,6.1346 -1.4131))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008679-250525065834625/datasets/export for details.
DOI: 10.15468/dl.fayqrx
title: Occurrence Download

description: A dataset containing 12204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium repens",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12204 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013658-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyn9hd
title: Occurrence Download

description: A dataset containing 157325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ericaceae",
 "Country is China"
 ]
}

 The dataset includes 157325 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013634-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd7b34
title: Occurrence Download

description: A dataset containing 103323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubiaceae",
 "Country is China"
 ]
}

 The dataset includes 103323 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013635-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wre6r8
title: Occurrence Download

description: A dataset containing 1062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((5.17372 49.6244,5.1931 49.60006,5.2047 49.59583,5.21149 49.60359,5.2107 49.61431,5.22122 49.62857,5.23567 49.63998,5.22043 49.64411,5.20303 49.64332,5.1903 49.63355,5.17788 49.63029,5.17372 49.6244))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1062 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013661-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7ewrt
title: Occurrence Download

description: A dataset containing 1456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium repens",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1456 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013663-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvket8
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hibiscus sabdariffa",
 "Year 1950-2020"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013662-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4abnd
title: Occurrence Download

description: A dataset containing 1325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium repens",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1325 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013664-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21334/npolar.2026.19a07bd5
title: Surface water pCO2 and fCO2 underway data in Nov-Dec 2025 in the Arctic Ocean (Nansen Basin) and southwest-north of Svalbard (ICOS, GoNorth) from R/V Kronprins Haakon
DOI: 10.15468/dl.emvkqv
title: Occurrence Download

description: A dataset containing 1095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((111.357 21.461,115.422 21.461,115.422 24.392,111.357 24.392,111.357 21.461))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eutropis longicaudata"
 ]
}

 The dataset includes 1095 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013665-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7ffqm
title: Occurrence Download

description: A dataset containing 3696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triticum aestivum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3696 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013667-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2amr4a
title: Occurrence Download

description: A dataset containing 511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((61.26598 29.71815,127.73402 29.71815,127.73402 56.28185,61.26598 56.28185,61.26598 29.71815))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anabasis brevifolia"
 ]
}

 The dataset includes 511 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013666-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhj455
title: Occurrence Download

description: A dataset containing 558 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipterocarpus obtusifolius"
 ]
}

 The dataset includes 558 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013668-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz26vy
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hibiscus trionum",
 "Year 1970-2000"
 ]
}

 The dataset includes 218 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013669-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21979/n9/sxrczv
title: Related Data for: Data-driven discovery of biaxially strained single atoms array for hydrogen production

description: source data for chemical experiments
DOI: 10.15468/dl.7m2pja
title: Occurrence Download

description: A dataset containing 506712 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chenopodium album"
 ]
}

 The dataset includes 506712 records from 3115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013607-260108223611665/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.29117462
title: Data for the article, "Fermi-Energy-Sensitive Universal Conductance Fluctuations in Anisotropic Materials"

description: Data for the article, "Fermi-Energy-Sensitive Universal Conductance Fluctuations in Anisotropic Materials"
DOI: 10.17894/ucph.9bbb1e65-bf72-4fc7-a0db-0a112e0d2d86
title: Integration of slot-waveguide phase shifter with single photon source
DOI: 10.15468/dl.ape4qh
title: Occurrence Download

description: A dataset containing 23 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 Badister parviceps Ball, 1959",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008490-250515123054153/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.28952606.v24
title: Logic innovation NEW

description: Logic innovation
DOI: 10.15468/dl.pcb73p
title: Occurrence Download

description: A dataset containing 214128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anchoa mitchilli (Valenciennes, 1848)"
 ]
}

 The dataset includes 214128 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008483-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hd9h5
title: Occurrence Download

description: A dataset containing 0 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 Pterostichus mutoides Bousquet, 1992",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008491-250515123054153/datasets/export for details.
DOI: 10.15468/dl.ve2nte
title: Occurrence Download

description: A dataset containing 110086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geotrygon montana (Linnaeus, 1758), Xylella fastidiosa Wells et al., 1987, Papilio torquatus Cramer, 1777, Unaspis citri (Comstock, 1883), Hemicaloosia nudata (Colbran, 1963) Ray & Das, 1978, Gyponana pingua DeLong, 1942, Dasyprocta ruatanica Thomas, 1901, Helotropha leucostigma Hübner, 1808, Telicota eurotas (Felder, 1860), Monoceronychus linki Pritchard & Baker, 1955, Anthostomella leptospora (Sacc.) S.M.Francis, Anthostomella fuegiana Speg., Anthostomella scotina (Durieu & Mont.) Sacc., Didymopleella cladii (P.Larsen & Munk) Rulamort, Hysterostegiella fenestrata (Roberge ex Desm.) Höhn., Lachnum imbecille P.Karst., Lachnum controversum (Cooke) Rehm, Massariosphaeria typhicola (P.Karst.) Leuchtm., Mollisia caricina Fautrey, Pestalotiopsis disseminata (Thüm.) Steyaert, Paraphaeosphaeria michotii (Westend.) O.E.Erikss., Schizothyrium pomi (Mont. & Fr.) Arx, Ceratellopsis aculeata (Pat.) Corner, Phlebiella paludicola Hjortstam & P.Roberts, Morenoina paludosa J.P.Ellis, Sporidesmium paludosum M.B.Ellis, Sporidesmium cladii M.B.Ellis, Puccinia cladii Ellis & Tracy, Aphis oenotherae Oestlund, 1887, Peronospora arthurii Farl., Alypia mariposa Grote & Robinson, 1868, Habropoda tristissima (Cockerell, 1904), Hesperapis regularis (Cresson, 1878), Papilio palinurus Fabricius, 1787, Pycnonotus zeylanicus (Gmelin, 1789), Phyllocnistis wampella Liu & Zeng, 1985, Orobanche uniflora L., Empis boja Schrank, 1803, Filacus albipes, Sargus viridis Say, 1823, Annaphila diva Grote, 1873, Annaphila decia Grote, 1875, Philotes sonorensis (C.Felder & R.Felder, 1865), Andrena anisochlora Cockerell, 1936, Phomopsis demissa (Sacc.) Traverso, Hebata clematidis (Mitjaev, 1971), Chrysonotomyia karakalensis Myartseva & Kurashev, 1991, Puccinia otagensis (Linds.) McKenzie & Padamsee, Diglyphus albiscapus Erdös, 1951, Horisme aemulata (Hübner))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 110086 records from 753 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008479-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqphyy
title: Occurrence Download

description: A dataset containing 1127 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 Dicheirus dilatatus (Dejean, 1829)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 1127 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008493-250515123054153/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.28968977.v18
title: Syllogistic reasoning pdf v1-2-3-4 NEW

description: Logic and being
DOI: 10.15468/dl.94vp8b
title: Occurrence Download

description: A dataset containing 56 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 Anisodactylus melanopus (Haldeman, 1843)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 56 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008497-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4dydj
title: Occurrence Download

description: A dataset containing 9877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 9877 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008496-250515123054153/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.27386169
title: Markov-switching models for heat wave detection and projection in Friuli Venezia Giulia, Italy - Code to reproduce the analysis

description: Heat waves, generally defined as prolonged periods of extreme temperatures, have hit several areas of the world and have been observed more frequently in recent decades. Several proposals appeared in the literature for classifying heat waves, mainly related to expert-based and area-specific fixed thresholds or quantile-based approaches. Summer temperature patterns exhibit different stochastic processes, which can be determined through a latent variable that describes the membership of each observation to a normal or a high-temperature regime. We accommodate these characteristics by exploiting a Markov-switching Bayesian additive model for tail behavior modeling and aiming at the probabilistic classification of heat waves. We illustrate the proposal by analyzing the maximum daily temperatures in four locations of the Italian region Friuli Venezia Giulia. We use the model to describe past behavior and produce scenario-based projections.