cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.oy35ic
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000299-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apitze
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015121-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbceiy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014671-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cz38kt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008649-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11475281
title: ComplexVAD Video Anomaly Detection Dataset

description: Introduction

The ComplexVAD dataset consists of 104 training and 113 testing video sequences taken from a static camera looking at a scene of a two-lane street with sidewalks on either side of the street and another sidewalk going across the street at a crosswalk.  The videos were collected over a period of a few months on the campus of the University of South Florida using a camcorder with 1920 x 1080 pixel resolution.  Videos were collected at various times during the day and on each day of the week.  Videos vary in duration with most being about 12 minutes long.  The total duration of all training and testing videos is a little over 34 hours.  The scene includes cars, buses and golf carts driving in two directions on the street, pedestrians walking and jogging on the sidewalks and crossing the street, people on scooters, skateboards and bicycles on the street and sidewalks, and cars moving in the parking lot in the background.  Branches of a tree also move at the top of many frames.

The 113 testing videos have a total of 118 anomalous events consisting of 40 different anomaly types.

Ground truth annotations are provided for each testing video in the form of bounding boxes around each anomalous event in each frame. Each bounding box is also labeled with a track number, meaning each anomalous event is labeled as a track of bounding boxes.  A single frame can have more than one anomaly labeled.

At a Glance



The size of the unzipped dataset is ~39GB

The dataset consists of Train sequences (containing only videos with normal activity), Test sequences (containing some anomalous activity), a ground truth annotation file for each Test sequence, and a README.md file describing the data organization and ground truth annotation format.

The zip files contain a Train directory, a Test directory, an annotations directory, and a README.md file.


License

The ComplexVAD dataset is released under CC-BY-SA-4.0 license.

All data:

Created by Mitsubishi Electric Research Laboratories (MERL), 2024

SPDX-License-Identifier: CC-BY-SA-4.0
DOI: 10.15468/dl.5y3h8q
title: Occurrence Download

description: A dataset containing 2135651641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2135651641 records from 44905 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240336-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccs4pn
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.3355152000000032 40.0314266999999973, -76.3355152000000032 40.0321398600000009, -76.3355152000000032 40.0328530199999975, -76.3355152000000032 40.0333624200000031, -76.3355152000000032 40.0340416200000035, -76.3355152000000032 40.0348226999999994, -76.3347679499999998 40.0348226999999994, -76.3339867300000066 40.0348226999999994, -76.3334772399999935 40.0348226999999994, -76.3329337800000047 40.0348226999999994, -76.3324242900000058 40.0348226999999994, -76.3315072099999981 40.0348226999999994, -76.3308958199999950 40.0348226999999994, -76.3302165000000059 40.0348226999999994, -76.3293333799999942 40.0348226999999994, -76.3284163000000007 40.0348226999999994, -76.3284163000000007 40.0339397400000010, -76.3284163000000007 40.0334982600000018, -76.3284163000000007 40.0329549000000000, -76.3284163000000007 40.0324115399999982, -76.3284163000000007 40.0319700599999990, -76.3284163000000007 40.0314266999999973, -76.3290956200000039 40.0314266999999973, -76.3296390699999989 40.0314266999999973, -76.3306580600000046 40.0314266999999973, -76.3313373799999937 40.0314266999999973, -76.3322544600000015 40.0314266999999973, -76.3327979200000044 40.0314266999999973, -76.3337149999999980 40.0314266999999973, -76.3341565599999967 40.0314266999999973, -76.3348019200000039 40.0314266999999973, -76.3355152000000032 40.0314266999999973))",
 "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 81 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097451-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2c532r
title: Occurrence Download

description: A dataset containing 9586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Apis Linnaeus, 1758"
 ]
}

 The dataset includes 9586 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051535-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgqr9m
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamellaria latens (O.F.Müller, 1776)"
 ]
}

 The dataset includes 416 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090085-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srwhu4
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicrurus macrocercus Vieillot, 1817",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071697-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hxqfk
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Epicrates cenchria (Linnaeus, 1758)"
 ]
}

 The dataset includes 90 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051544-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvp5qw
title: Occurrence Download

description: A dataset containing 1608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.6541775999999970 39.2122437000000019, -76.6541775999999970 39.2146770399999980, -76.6541775999999970 39.2165020500000026, -76.6541775999999970 39.2195437199999972, -76.6541775999999970 39.2223420600000026, -76.6541775999999970 39.2244103999999965, -76.6527195999999975 39.2244103999999965, -76.6505328800000001 39.2244103999999965, -76.6481031900000005 39.2244103999999965, -76.6459164700000031 39.2244103999999965, -76.6430008399999991 39.2244103999999965, -76.6409356000000059 39.2244103999999965, -76.6383844300000021 39.2244103999999965, -76.6364406699999989 39.2244103999999965, -76.6340107999999987 39.2244103999999965, -76.6340107999999987 39.2217337299999969, -76.6340107999999987 39.2199087199999994, -76.6340107999999987 39.2168670499999976, -76.6340107999999987 39.2155287100000010, -76.6340107999999987 39.2138253700000021, -76.6340107999999987 39.2122437000000019, -76.6360762200000067 39.2122437000000019, -76.6391133300000007 39.2122437000000019, -76.6421504500000026 39.2122437000000019, -76.6445801400000022 39.2122437000000019, -76.6471313100000060 39.2122437000000019, -76.6506543699999980 39.2122437000000019, -76.6541775999999970 39.2122437000000019))",
 "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 1608 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090419-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcsxw8
title: Occurrence Download

description: A dataset containing 1549 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boana rosenbergi (Boulenger, 1898)"
 ]
}

 The dataset includes 1549 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198110-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsjc69
title: Occurrence Download

description: A dataset containing 17150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 17150 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051536-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xksskd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-77.4229385000000008 37.5700798000000020, -77.4229385000000008 37.5705839399999988, -77.4229385000000008 37.5712321199999977, -77.4229385000000008 37.5718442900000014, -77.4229385000000008 37.5728165599999997, -77.4229385000000008 37.5734647499999994, -77.4229385000000008 37.5739328800000010, -77.4229385000000008 37.5745090400000024, -77.4229385000000008 37.5751572200000012, -77.4229385000000008 37.5759854499999975, -77.4229385000000008 37.5765255999999965, -77.4223273700000050 37.5765255999999965, -77.4217162300000012 37.5765255999999965, -77.4207456099999973 37.5765255999999965, -77.4199906799999980 37.5765255999999965, -77.4193436000000048 37.5765255999999965, -77.4193436000000048 37.5757693899999978, -77.4193436000000048 37.5750131799999991, -77.4193436000000048 37.5744370199999977, -77.4193436000000048 37.5736447999999967, -77.4193436000000048 37.5729606000000018, -77.4193436000000048 37.5721683800000008, -77.4193436000000048 37.5715202000000019, -77.4193436000000048 37.5709080299999982, -77.4193436000000048 37.5700798000000020, -77.4198468900000023 37.5700798000000020, -77.4207096600000000 37.5700798000000020, -77.4218959800000022 37.5700798000000020, -77.4229385000000008 37.5700798000000020))",
 "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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097862-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zsq27
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Primulina laxiflora (W.T.Wang) Yin Z.Wang",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071698-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5yjap
title: Occurrence Download

description: A dataset containing 84966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mentha longifolia (L.) Huds.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84966 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051545-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3p377
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamellaria elata Strebel, 1906"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090079-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ha3ur
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-81.5812415000000044 41.4257471000000024, -81.5812415000000044 41.4264039099999977, -81.5812415000000044 41.4271482899999981, -81.5812415000000044 41.4279364599999980, -81.5812415000000044 41.4288122000000030, -81.5812415000000044 41.4293814299999994, -81.5812415000000044 41.4300820300000012, -81.5812415000000044 41.4310453399999972, -81.5812415000000044 41.4315707900000021, -81.5812415000000044 41.4324027500000014, -81.5812415000000044 41.4332784899999993, -81.5812415000000044 41.4341980199999966, -81.5812415000000044 41.4349423999999971, -81.5805417699999964 41.4349423999999971, -81.5791860500000041 41.4349423999999971, -81.5780489899999992 41.4349423999999971, -81.5768682000000069 41.4349423999999971, -81.5768682000000069 41.4342418100000032, -81.5768682000000069 41.4334536400000033, -81.5768682000000069 41.4324903199999994, -81.5768682000000069 41.4316583600000001, -81.5768682000000069 41.4304323200000013, -81.5768682000000069 41.4298630899999978, -81.5768682000000069 41.4288122000000030, -81.5768682000000069 41.4278488799999991, -81.5768682000000069 41.4271482899999981, -81.5768682000000069 41.4266228400000003, -81.5768682000000069 41.4257471000000024, -81.5776116600000023 41.4257471000000024, -81.5785737899999930 41.4257471000000024, -81.5791860500000041 41.4257471000000024, -81.5800607099999979 41.4257471000000024, -81.5812415000000044 41.4257471000000024))",
 "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 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097453-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taffbu
title: Occurrence Download

description: A dataset containing 389076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mentha aquatica L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 389076 records from 1052 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051533-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t47usb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Banco de Datos de la Biodiversidad de la Comunitat Valenciana",
 "TaxonKey is Tentyria peiroleri Solier, 1835"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275790-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iuocvj
title: Occurrence Download

description: A dataset listing the 42 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Acaulospora foveata Trappe & Janos"
 ]
}

 The dataset's 42 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011988-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucbcg3
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-78.12639 -0.06599,-78.31911 -0.11182,-78.3057 -0.55695,-78.38482 -0.91567,-78.38482 -1.32134,-78.14675 -1.45491,-77.77586 -1.47297,-77.29525 -1.4775,-77.08046 -1.28238,-77.13107 -0.74609,-77.11753 -0.24759,-77.39859 -0.06865,-78.12639 -0.06599))",
 "HasGeospatialIssue is false",
 "TaxonKey is Theobroma cacao L."
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245850-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kaasrq
title: Occurrence Download

description: A dataset containing 917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coccothraustes vespertinus (W.Cooper, 1825)",
 "Year 2011-2018"
 ]
}

 The dataset includes 917 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241596-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8hudi
title: Occurrence Download

description: A dataset listing the 101 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia dealbata Zucc."
 ]
}

 The dataset's 101 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011988-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axbxj7
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyalinobatrachium orientale (Rivero, 1968)"
 ]
}

 The dataset includes 104 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243460-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rm7mmx
title: Occurrence Download

description: A dataset containing 1204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Araucaria angustifolia (Bertol.) Kuntze"
 ]
}

 The dataset includes 1204 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257263-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv422z
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Serapias parviflora Parl."
 ]
}

 The dataset's 3 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244415-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fop2xs
title: Occurrence Download

description: A dataset containing 13071 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Centaurea melitensis L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13071 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011989-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wq83hr
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megastomatohyla nubicola (Duellman, 1964)"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002505-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwkb4t
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Echeveria agavoides Lem."
 ]
}

 The dataset includes 108 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245856-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.