cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2uv7jc
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-89.1011898000000002 42.2232015000000018, -89.1011898000000002 42.2262894699999976, -89.1011898000000002 42.2301126600000032, -89.1011898000000002 42.2326124399999969, -89.1011898000000002 42.2355533599999973, -89.1011898000000002 42.2379060999999965, -89.0967856700000027 42.2379060999999965, -89.0938497500000040 42.2379060999999965, -89.0898862500000064 42.2379060999999965, -89.0872439200000059 42.2379060999999965, -89.0847483900000015 42.2379060999999965, -89.0816656700000067 42.2379060999999965, -89.0779957700000011 42.2379060999999965, -89.0753534400000007 42.2379060999999965, -89.0712431500000008 42.2379060999999965, -89.0681604300000060 42.2379060999999965, -89.0656649000000016 42.2379060999999965, -89.0636094999999983 42.2379060999999965, -89.0636094999999983 42.2357004099999997, -89.0636094999999983 42.2327594899999994, -89.0636094999999983 42.2307008499999981, -89.0636094999999983 42.2273187899999982, -89.0636094999999983 42.2249660499999990, -89.0636094999999983 42.2232015000000018, -89.0659584899999999 42.2232015000000018, -89.0691879999999969 42.2232015000000018, -89.0719771299999934 42.2232015000000018, -89.0741790699999996 42.2232015000000018, -89.0777021699999949 42.2232015000000018, -89.0804913000000056 42.2232015000000018, -89.0846015900000054 42.2232015000000018, -89.0868035299999974 42.2232015000000018, -89.0897394499999962 42.2232015000000018, -89.0923817799999966 42.2232015000000018, -89.0951709099999931 42.2232015000000018, -89.0989876099999947 42.2232015000000018, -89.1011898000000002 42.2232015000000018))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 39 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088687-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4v5z6d
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philodendron phlebodes G.S.Bunting"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074135-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpp3bx
title: Occurrence Download

description: A dataset containing 29119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-140.91454 59.29819,-134.72856 54.4064,-131.86697 54.46643,-128.22535 55.63386,-135.04579 60.21684,-136.86986 59.37908,-138.13878 60.95682,-140.91454 59.29819))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 1894-2022"
 ]
}

 The dataset includes 29119 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088692-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dc4w4
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philodendron pinnatilobum Engl."
 ]
}

 The dataset includes 9 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074138-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7ugqd
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurytemora velox (Lilljeborg, 1853)"
 ]
}

 The dataset includes 270 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119259-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yachh4
title: Occurrence Download

description: A dataset containing 7307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Panicum dichotomiflorum Michx."
 ]
}

 The dataset includes 7307 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036845-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qc46gz
title: Occurrence Download

description: A dataset containing 6568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Patagonotothen ramsayi (Regan, 1913)"
 ]
}

 The dataset includes 6568 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116498-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dbce2
title: Occurrence Download

description: A dataset containing 16466 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarracenia purpurea L."
 ]
}

 The dataset includes 16466 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036869-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzag55
title: Occurrence Download

description: A dataset containing 3824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lygeum spartum Loefl. ex L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3824 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080319-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8aj45
title: Occurrence Download

description: A dataset containing 1300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus dalibarda L."
 ]
}

 The dataset includes 1300 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036858-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffyk7b
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "Geometry POLYGON((30.75116 39.39448,37.03521 39.39448,37.03521 42.34683,30.75116 42.34683,30.75116 39.39448))",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies Mill."
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071694-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8jxht
title: Occurrence Download

description: A dataset containing 5721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-97.7377251999999999 30.2515749000000014, -97.7377251999999999 30.2527490199999995, -97.7377251999999999 30.2544123499999991, -97.7377251999999999 30.2570541099999986, -97.7377251999999999 30.2590109699999985, -97.7377251999999999 30.2613592000000011, -97.7364553700000016 30.2613592000000011, -97.7346973800000001 30.2613592000000011, -97.7327440600000017 30.2613592000000011, -97.7299117499999994 30.2613592000000011, -97.7275677699999932 30.2613592000000011, -97.7258097800000058 30.2613592000000011, -97.7229774700000036 30.2613592000000011, -97.7210241599999989 30.2613592000000011, -97.7197544999999934 30.2613592000000011, -97.7178011799999950 30.2613592000000011, -97.7162385299999983 30.2613592000000011, -97.7140897000000024 30.2613592000000011, -97.7140897000000024 30.2588152800000003, -97.7140897000000024 30.2561735200000008, -97.7140897000000024 30.2544123499999991, -97.7140897000000024 30.2533360699999996, -97.7140897000000024 30.2515749000000014, -97.7153595300000006 30.2515749000000014, -97.7173128499999990 30.2515749000000014, -97.7187778400000013 30.2515749000000014, -97.7202428300000037 30.2515749000000014, -97.7219031500000028 30.2515749000000014, -97.7233681400000052 30.2515749000000014, -97.7260051199999964 30.2515749000000014, -97.7277631000000042 30.2515749000000014, -97.7297164200000026 30.2515749000000014, -97.7313767400000017 30.2515749000000014, -97.7335253899999969 30.2515749000000014, -97.7361623700000024 30.2515749000000014, -97.7377251999999999 30.2515749000000014))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 5721 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080338-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jvx2y
title: Occurrence Download

description: A dataset containing 265009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Cinclus cinclus (Linnaeus, 1758)"
 ]
}

 The dataset includes 265009 records from 415 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036866-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nphug8
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucozonia ocellata (Gmelin, 1791)"
 ]
}

 The dataset includes 733 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090292-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsj8cg
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podolepis monticola R.J.F.Hend."
 ]
}

 The dataset includes 42 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089134-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htzab5
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spondylus limbatus G.B.Sowerby II, 1847"
 ]
}

 The dataset includes 330 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109322-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/5r9lug
title: Supplementary Material for "Scalable nonparametric clustering with unified marker gene selection for single-cell RNA-seq data"

description: This repo contain supplementary tables from the manuscript entitled: "Scalable nonparametric clustering with unified marker gene selection for single-cell RNA-seq data". Clustering is a common way to identify cell types in single-cell RNA-sequencing (scRNA-seq) data. Unfortunately, current methods (i) require users to make human-in-the-loop decisions, which adds significant runtime to bioinformatic analyses, and (ii) reuse the same data twice when testing for differentially expressed genes, which can lead to an increased number of false discoveries. In this work, we overcome these limitations with NCLUSION: a Bayesian nonparametric method that simultaneously clusters cells and selects marker genes. NCLUSION operates without user-defined heuristics to set model parameters and leverages variational expectation-maximization (EM) for posterior inference which allows it to scale well up to 1 million cells. By analyzing publicly available datasets, we illustrate that NCLUSION matches the state-of-the-art clustering performance of competing approaches, achieves improved computational efficiency, and directly enables identification of biologically relevant gene sets driving cluster definitions.
DOI: 10.15468/dl.5aav4n
title: Occurrence Download

description: A dataset containing 14317 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreochromis niloticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 14317 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089136-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vd7mv7
title: Occurrence Download

description: A dataset containing 7838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.6183767999999930 39.3246579999999994, -76.6183767999999930 39.3299019999999970, -76.6183767999999930 39.3333307799999972, -76.6183767999999930 39.3385747800000019, -76.6183767999999930 39.3428103199999981, -76.6183767999999930 39.3474492499999968, -76.6183767999999930 39.3506763299999989, -76.6183767999999930 39.3557186399999992, -76.6183767999999930 39.3591474099999985, -76.6183767999999930 39.3619711099999989, -76.6183767999999930 39.3668117300000020, -76.6183767999999930 39.3688286499999975, -76.6183767999999930 39.3728624999999965, -76.6125210900000013 39.3728624999999965, -76.6086845899999958 39.3728624999999965, -76.6032327199999941 39.3728624999999965, -76.5981847000000045 39.3728624999999965, -76.5981847000000045 39.3692320400000000, -76.5981847000000045 39.3651981900000010, -76.5981847000000045 39.3623744900000005, -76.5981847000000045 39.3581389499999972, -76.5981847000000045 39.3543067900000025, -76.5981847000000045 39.3518864799999974, -76.5981847000000045 39.3468441699999971, -76.5981847000000045 39.3434153999999978, -76.5981847000000045 39.3405917099999982, -76.5981847000000045 39.3375663200000005, -76.5981847000000045 39.3345409300000028, -76.5981847000000045 39.3292969299999982, -76.5981847000000045 39.3246579999999994, -76.6042423300000053 39.3246579999999994, -76.6092903499999949 39.3246579999999994, -76.6121172499999972 39.3246579999999994, -76.6155499099999986 39.3246579999999994, -76.6183767999999930 39.3246579999999994))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 7838 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090293-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ysgks
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Formicivora grantsaui",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 263 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071647-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhek75
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypothenemus hampei (Ferrari, 1867)"
 ]
}

 The dataset includes 241 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109318-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4guker
title: Occurrence Download

description: A dataset containing 326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Forpus xanthops",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 326 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071677-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a347wz
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lienardia cincta (Dunker, 1871)"
 ]
}

 The dataset includes 88 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090295-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h8zpu
title: Occurrence Download

description: A dataset containing 1054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Forpus spengeli",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1054 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071669-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wa5n9a
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-84.4071299999999951 33.7163017999999965, -84.4071299999999951 33.7167592099999993, -84.4071299999999951 33.7173309699999990, -84.4071299999999951 33.7176454399999983, -84.4071299999999951 33.7180170800000027, -84.4071299999999951 33.7184458999999990, -84.4071299999999951 33.7191606000000021, -84.4065585200000044 33.7191606000000021, -84.4059870600000011 33.7191606000000021, -84.4055013199999991 33.7191606000000021, -84.4046727000000061 33.7191606000000021, -84.4042440999999997 33.7191606000000021, -84.4037012099999941 33.7191606000000021, -84.4030726000000016 33.7191606000000021, -84.4025297000000023 33.7191606000000021, -84.4025297000000023 33.7187317799999988, -84.4025297000000023 33.7184458999999990, -84.4025297000000023 33.7180170800000027, -84.4025297000000023 33.7176168499999989, -84.4025297000000023 33.7169879100000003, -84.4025297000000023 33.7163017999999965, -84.4033297600000054 33.7163017999999965, -84.4040440899999993 33.7163017999999965, -84.4047869900000052 33.7163017999999965, -84.4055013199999991 33.7163017999999965, -84.4059584900000033 33.7163017999999965, -84.4065013799999946 33.7163017999999965, -84.4071299999999951 33.7163017999999965))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 61 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102062-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu5snv
title: Occurrence Download

description: A dataset containing 781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podolepis neglecta G.L.Davis"
 ]
}

 The dataset includes 781 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089138-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58se9w
title: Occurrence Download

description: A dataset containing 944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pygocentrus nattereri Kner, 1858"
 ]
}

 The dataset includes 944 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116482-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbck7j
title: Occurrence Download

description: A dataset containing 14986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Anchusa officinalis L."
 ]
}

 The dataset includes 14986 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036886-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15238356
title: Throat Aurora Events in the Northern Hemisphere with Corresponding GPS-TEC maps and IMF conditions from 2005 to 2010

description: 45 DMSP/SSUSI images in the northern hemisphere, including 61 throat aurora events, with each throat aurora labeled. On the image, white lines represent DMSP's trajectories, and red dots denoting the approximate throat aurora regions.The extended GPS-TEC maps before and after throat aurora observation are provided, with red dots denoting observed throat aurora regions. IMF conditions are provided, with vertical dashed lines denoting the condition for throat auroras by considering ~ 10-minute delay.
DOI: 10.5281/zenodo.15238357
title: Throat Aurora Events in the Northern Hemisphere with Corresponding GPS-TEC maps and IMF conditions from 2005 to 2010

description: 45 DMSP/SSUSI images in the northern hemisphere, including 61 throat aurora events, with each throat aurora labeled. On the image, white lines represent DMSP's trajectories, and red dots denoting the approximate throat aurora regions.The extended GPS-TEC maps before and after throat aurora observation are provided, with red dots denoting observed throat aurora regions. IMF conditions are provided, with vertical dashed lines denoting the condition for throat auroras by considering ~ 10-minute delay.
DOI: 10.6084/m9.figshare.26706834
title: Additional file 93 of Integrated bioinformatics analysis of retinal ischemia/reperfusion injury in rats with potential key genes

description: Supplementary Material 93.