cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5j3r33
title: Occurrence Download

description: A dataset containing 48462 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paspalum dilatatum Poir."
 ]
}

 The dataset includes 48462 records from 761 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024214-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tapn3n
title: Occurrence Download

description: A dataset containing 2668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphingidae",
 "Continent is South America"
 ]
}

 The dataset includes 2668 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007497-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpq7ma
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capricornis milneedwardsii David, 1869"
 ]
}

 The dataset includes 58 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031143-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1prv0c
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Badiera propinqua Britton"
 ]
}

 The dataset includes 71 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007497-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jbrag
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Shorea assamica Dyer"
 ]
}

 The dataset includes 52 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019313-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kbj9y
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melicope cruciata (A.Heller) T.G.Hartley & B.C.Stone"
 ]
}

 The dataset includes 77 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019352-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzq2pr
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plagioscion squamosissimus (Heckel, 1840)"
 ]
}

 The dataset includes 1136 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007497-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfq4j4
title: Occurrence Download

description: A dataset containing 64249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tursiops truncatus (Montagu, 1821)",
 "Year 2013-2023"
 ]
}

 The dataset includes 64249 records from 368 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024155-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsljed
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia sphaerocephala Schltdl. & Cham."
 ]
}

 The dataset includes 167 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007498-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88bck5
title: Occurrence Download

description: A dataset containing 3373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lolium remotum Schrank"
 ]
}

 The dataset includes 3373 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024210-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypmhfs
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypsiboas punctatus (Schneider, 1799)",
 "Country is Colombia"
 ]
}

 The dataset includes 436 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007498-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rf7jwq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vincetoxicum sieboldii Franch. & Sav.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207324-220831081235567/datasets/export for details.
DOI: 10.15468/dl.wnxhsm
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plesiocetus Beneden, 1859"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287133-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54bvk6
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xestia kollari Lederer, 1853",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208595-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4267e
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia cactiformis (Hook.) Bruyns"
 ]
}

 The dataset includes 60 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005094-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdr4rt
title: Occurrence Download

description: A dataset containing 33717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (eButterfly Surveys, iNaturalist Research-grade Observations)",
 "Geometry POLYGON((-84 32,-78 32,-78 36,-84 36,-84 32))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphalidae"
 ]
}

 The dataset includes 33717 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172601-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qa7vx
title: Occurrence Download

description: A dataset containing 36857 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliotropium europaeum L."
 ]
}

 The dataset includes 36857 records from 581 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240082-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y47qek
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus longus L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198074-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4kz26
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.30_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Psittacula eupatria (Linnaeus, 1766)",
 "Year 2000-2020"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkkeqf
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neocyttus helgae (Holt & Byrne, 1908)"
 ]
}

 The dataset includes 210 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006702-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ebncm
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fritillaria kaiensis Naruh.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198036-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9qkr4
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malva flava (Desf.) Alef."
 ]
}

 The dataset includes 78 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005076-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czwqbj
title: Occurrence Download

description: A dataset containing 178981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Milium effusum L.",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 178981 records from 1039 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262277-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ft9zg
title: Occurrence Download

description: A dataset containing 52094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is one of (Vermont, Massachusetts, New York, New Hampshire, Maine, Connecticut, Rhode Island)",
 "TaxonKey is Bubo scandiacus (Linnaeus, 1758)"
 ]
}

 The dataset includes 52094 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003583-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14743324
title: Main dataset for the Large-scale analysis of the β-lactamase sequence space with protein language models

description: The main dataset for the publication "Large-scale analysis of the β-lactamase sequence space with protein language models".

This dataset contains 29,445 rows and 82 columns and is provided in parquet format. The rows represent all sequences retrieved from the BLDB. The columns contain information processed from the BLDB, including their taxonomy annotated against the Genome Taxonomy Database (GTDB RS207), the per-protein embeddings derived from five protein language models (ESM-1b, ESM2-650, ESM2-3b, CARP-640M, ProtTrans-t5-xl-u50), functional annotations estimated with Biopython, sequence quality filters applied to select sequences for the analysis, annotations from the AlphaFold Database (AFDB) for the available structures, and the secondary structure annotations generated from the predicted structures by AlphaFold2 using pyDSSP.

The 2-dimensional representations of PCA, t-SNE, and UMAP for the evaluated protein language models are provided as datasets in CSV and Parquet formats. The algorithm used and the specific set of beta-lactamases are indicated at the beginning of the filename: sbl for serine beta-lactamases and mbl for metallo-beta-lactamases.

For more information, consult the following Github repository

https://github.com/miangoar/Betalactamase-analysis-with-machine-learning
DOI: 10.5281/zenodo.14743325
title: Main dataset for the Large-scale analysis of the β-lactamase sequence space with protein language models

description: The main dataset for the publication "Large-scale analysis of the β-lactamase sequence space with protein language models".

This dataset contains 29,445 rows and 82 columns and is provided in parquet format. The rows represent all sequences retrieved from the BLDB. The columns contain information processed from the BLDB, including their taxonomy annotated against the Genome Taxonomy Database (GTDB RS207), the per-protein embeddings derived from five protein language models (ESM-1b, ESM2-650, ESM2-3b, CARP-640M, ProtTrans-t5-xl-u50), functional annotations estimated with Biopython, sequence quality filters applied to select sequences for the analysis, annotations from the AlphaFold Database (AFDB) for the available structures, and the secondary structure annotations generated from the predicted structures by AlphaFold2 using pyDSSP.

The 2-dimensional representations of PCA, t-SNE, and UMAP for the evaluated protein language models are provided as datasets in CSV and Parquet formats. The algorithm used and the specific set of beta-lactamases are indicated at the beginning of the filename: sbl for serine beta-lactamases and mbl for metallo-beta-lactamases.

For more information, consult the following Github repository

https://github.com/miangoar/Betalactamase-analysis-with-machine-learning
DOI: 10.15468/dl.rygpx3
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Aedes trivittatus (Coquillett, 1902)"
 ]
}

 The dataset includes 89 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003585-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.meqspn
title: Occurrence Download

description: A dataset containing 1807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 1807 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003587-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asys47
title: Occurrence Download

description: A dataset containing 30013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Centaurea stoebe L., Reynoutria japonica Houtt., Heracleum mantegazzianum Sommier & Levier, Impatiens glandulifera Royle, Lythrum salicaria L., Vincetoxicum rossicum (Kleopow) Barbar.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Canada",
 "Year is one of (1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024)"
 ]
}

 The dataset includes 30013 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003588-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcvjqb
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus discolor D.K.Bailey & Hawksw."
 ]
}

 The dataset includes 446 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003592-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmagqr
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Hemidactylus turcicus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1683 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003595-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vs57e
title: Occurrence Download

description: A dataset containing 316476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Year 2011-2011"
 ]
}

 The dataset includes 316476 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003575-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxt56e
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is France",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Pl@ntNet observations, ONF - Observations et inventaires MOA ONF-ONF - Observations opportunistes et inventaires, Données ONF faune-flore-fonge)",
 "OccurrenceStatus is Present",
 "TaxonKey is Xenopus laevis (Daudin, 1802)",
 "Year 2018-2024"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071438-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zlvsne
title: Occurrence Download

description: A dataset containing 16086 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colibri coruscans (Gould, 1846)"
 ]
}

 The dataset includes 16086 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009339-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aembyp
title: Occurrence Download

description: A dataset listing the 793 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viruses"
 ]
}

 The dataset's 793 records were derived from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260422-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9md8q
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea pseudomacrocapsa G.M.Barroso, E.F.Guim. & Sucre"
 ]
}

 The dataset includes 153 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155263-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bzbeq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuatrecasanthus giannasii (Stutts) H.Rob. & V.A.Funk"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155264-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vshgp
title: Occurrence Download

description: A dataset containing 5179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus graecizans L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5179 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071434-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vjqem
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centris hyptidis Ducke, 1908"
 ]
}

 The dataset includes 58 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244237-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usk3pk
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana onca Cope, 1875"
 ]
}

 The dataset includes 265 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000667-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rap4q5
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corryocactus apiciflorus (Vaupel) Hutchison"
 ]
}

 The dataset includes 42 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155265-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.