cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/dd4hw3r6dh.1
title: LeftInCAR: In-Vehicle Object Detection Dataset

description: This dataset was developed to support research on object detection and recognition, focusing on items forgotten inside vehicles. It captures a diverse range of real-world scenarios under different lighting conditions, both indoors and outdoors, to ensure robustness and applicability in various analytical tasks. 

The collection contains 971 high-quality images featuring everyday objects such as: 0 - smartphone, 1 - laptop, 2 - card, 3 - suitcase, 4 - wallet, 5 - backpack, 6 - clothing, 7 - keys, 8 - glasses, 9 - handbag.

The dataset is organized into two main directories (inside leftincar-data.zip):

 ➔ images/ – contains all visual samples.
 ➔ labels/ – includes YOLO-format annotation files (.txt), one per image. Images without annotations correspond to negative samples (no objects present).

An additional Python script, yolo_dataset_splitter.py, is provided to automate the division of the dataset into training, validation, and testing subsets.
The script ensures that all images are included in the output, creating empty label files where necessary for full YOLO compatibility.
DOI: 10.15468/dl.vyzhhu
title: Occurrence Download

description: A dataset containing 710171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Tremellomycetes"
 ]
}

 The dataset includes 710171 records from 1015 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012093-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zduj9a
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elytrigia"
 ]
}

 The dataset's 1 records were derived from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012109-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8t3w9
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ITA",
 "TaxonKey is Zerynthia polyxena (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 471 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046733-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xde1ev
title: Occurrence Download

description: A dataset containing 12001 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anaxyrus punctatus (Baird & Girard, 1852)"
 ]
}

 The dataset includes 12001 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007495-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh6587
title: Occurrence Download

description: A dataset containing 7084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreo de seguimiento de fauna pozo Lisama 158, décimo informe"
 ]
}

 The dataset includes 7084 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046775-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuj8nn
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Celmisia argentea Kirk",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017304-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s0s3s0
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Badiera oblongata Britton"
 ]
}

 The dataset includes 250 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007495-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3tr3w
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythranthe eastwoodiae (Rydb.) G.L.Nesom & N.S.Fraga"
 ]
}

 The dataset includes 188 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041791-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7ewgd
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cognettia bisetosa Christensen & Dózsa-Farkas, 1999"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005971-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9twljq
title: Occurrence Download

description: A dataset containing 1887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myrcianthes fragrans (Sw.) McVaugh",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1887 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007495-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zb7mcx
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clerodendrum infortunatum L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 830 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037075-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zx7z6c
title: Occurrence Download

description: A dataset containing 744 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplacus parviflorus Greene"
 ]
}

 The dataset includes 744 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041793-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24i7pq
title: Occurrence Download

description: A dataset containing 126113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus oleraceus L."
 ]
}

 The dataset includes 126113 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007495-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8qqwk
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Colombia",
 "Country is Ecuador"
 ]
 },
 "Geometry POLYGON((-80 -7,-70 -7,-70 11,-80 11,-80 -7))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus robustus Smith, 1854",
 "Year 2000-2021"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114393-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhv1mn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larutia penangensis Grismer, Huat, Siler, Chan, Wood, Grismer, Sah & Ahmad, 2011"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007495-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwe2sg
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pouteria ericoides T.D.Penn."
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017685-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s0uvi7
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carlia rhomboidalis (Peters, 1869)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 517 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017277-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtcxca
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alasmidonta varicosa (Lamarck, 1819)",
 "Country is Canada"
 ]
}

 The dataset includes 52 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007496-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxkckc
title: Occurrence Download

description: A dataset containing 6842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.1691 25.00157,-101.2063 25.15317,-101.60926 25.02966,-101.90062 24.91164,-101.81383 24.70907,-101.46667 24.65274,-101.34888 24.60765,-101.51627 24.37635,-101.65265 24.35941,-101.48527 24.18988,-101.29929 24.08805,-101.15671 24.25207,-101.01412 24.28032,-100.94593 24.382,-100.81574 24.48924,-100.74135 24.57383,-100.85914 24.75411,-101.00172 24.66964,-101.11951 24.80477,-101.1691 25.00157))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6842 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017677-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yoeify
title: Occurrence Download

description: A dataset containing 16354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cerastoderma edule (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16354 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017319-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3qcjq
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myrcianthes cisplatensis (Cambess.) O.Berg",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 256 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007496-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5u9pe
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pradosia cuatrecasasii (Aubrév.) T.D.Penn."
 ]
}

 The dataset includes 25 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017693-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dszipd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia anegadensis Britton"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007497-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgwnex
title: Occurrence Download

description: A dataset containing 723745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, United States of America)",
 "EventDate is greater than or equal to 2021-03-31",
 "EventDate is less than or equal to 2021-04-30",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 723745 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114394-210914110416597/datasets/export for details.
DOI: 10.15468/dl.vvyjjq
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sideritis spinulosa Barnadez ex Asso"
 ]
}

 The dataset includes 1041 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017696-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk4w9f
title: Occurrence Download

description: A dataset containing 84573 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ground beetles (Carabidae) in urban habitats of Kaluga city (Russia)"
 ]
}

 The dataset includes 84573 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116496-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjckre
title: Occurrence Download

description: A dataset containing 25809 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psidium L."
 ]
}

 The dataset includes 25809 records from 331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007497-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkepz5
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pouteria williamii (Aubrév. & Pellegr.) T.D.Penn."
 ]
}

 The dataset includes 90 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017688-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sw4uy
title: Occurrence Download

description: A dataset containing 3063 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Musa acuminata Colla"
 ]
}

 The dataset includes 3063 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197523-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc78hp
title: Occurrence Download

description: A dataset containing 51231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Asparagus officinalis L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51231 records from 634 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008479-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydyya6
title: Occurrence Download

description: A dataset containing 162093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON ((-88.24251 21.57285, -88.24142 21.52939, -88.19811 21.52823, -88.1903 21.52905, -88.11165 21.52919, -88.01835 21.51023, -87.92705 21.46198, -87.7922 21.44516, -87.70693 21.43549, -87.70208 21.43093, -87.6973 21.42608, -87.60385 21.37344, -87.49923 21.36218, -87.50089 21.4827, -87.52315 21.48482, -87.79206 21.54502, -87.79713 21.54709, -87.80404 21.54933, -87.81282 21.5522, -87.97171 21.61011, -88.09093 21.61489, -88.09919 21.61617, -88.15288 21.62084, -88.24251 21.57285))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 162093 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008751-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dtgya
title: Occurrence Download

description: A dataset containing 5984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Centaurea melitensis L."
 ]
}

 The dataset includes 5984 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044850-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xx7rw
title: Occurrence Download

description: A dataset containing 3000 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carollia subrufa (Hahn, 1905)"
 ]
}

 The dataset includes 3000 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004458-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn6g4d
title: Occurrence Download

description: A dataset containing 201323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melilotus albus Medik."
 ]
}

 The dataset includes 201323 records from 1591 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037226-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kef7r6
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.30336 38.66192,-9.07333 38.69194,-9.03763 38.83543,-9.23058 38.88783,-9.35555 38.87927,-9.40636 38.80761,-9.38713 38.71338,-9.30336 38.66192))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Columba livia J.F.Gmelin, 1789",
 "Year is 2010"
 ]
}

 The dataset includes 253 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0302150-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj6whs
title: Occurrence Download

description: A dataset containing 1679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvilagus cunicularius (Waterhouse, 1848)"
 ]
}

 The dataset includes 1679 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073558-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8idxjj
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Sapo National Park Bio-monitoring Data",
 "TaxonKey is Tragelaphus eurycerus (Ogilby, 1837)"
 ]
}

 The dataset includes 68 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010720-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mfxzh
title: Occurrence Download

description: A dataset containing 38759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "Country is Rwanda",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 38759 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011321-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4w5qt
title: Occurrence Download

description: A dataset containing 1342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diospyros whyteana (Hiern) F.White)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1342 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053611-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfq7gp
title: Occurrence Download

description: A dataset containing 3230 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Coeligena orina Wetmore, 1953",
 "TaxonKey is Spizaetus isidori (Des Murs, 1845)",
 "TaxonKey is Ognorhynchus icterotis (Massena & Souance, 1854)"
 ]
}

 The dataset includes 3230 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073568-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4wzhp
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Agave tequilana F.A.C.Weber"
 ]
}

 The dataset includes 555 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282794-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.