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

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Aspilia floribunda (Gardner) Baker",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 70 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008148-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9djpj
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulophia venulosa Rchb.f."
 ]
}

 The dataset includes 77 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042126-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9sgbg
title: Occurrence Download

description: A dataset listing the 666 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-36.73744 61.87330,-8.66025 61.87330,-8.66025 73.12330,-36.73744 73.12330,-36.73744 61.87330))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset's 666 records were derived from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000293-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4pkk5
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichoglottis retusa Blume"
 ]
}

 The dataset includes 56 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129723-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkp2a6
title: Occurrence Download

description: A dataset containing 18594 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus rotundus L."
 ]
}

 The dataset includes 18594 records from 502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053468-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k52xnm
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urceola quintaretii (Pierre) D.J.Middleton"
 ]
}

 The dataset includes 175 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129724-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76es3x
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 {
 "or" : [
 "PublishingOrg is 6ea87510-0561-11d8-b851-b8a03c50a862",
 "PublishingOrg is c1da06f0-580e-11dc-8a9e-b8a03c50a862"
 ]
 },
 "TaxonKey is Chaetura pelagica (Linnaeus, 1758)",
 "Year 1980-2020"
 ]
}

 The dataset includes 75 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121490-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t52ban
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elatostema novoguineense Warb."
 ]
}

 The dataset includes 57 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042155-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rttjr7
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Lioadalia Crotch, 1874"
 ]
}

 The dataset includes 198 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053470-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7bn7j
title: Occurrence Download

description: A dataset containing 832084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2021-2022"
 ]
}

 The dataset includes 832084 records from 299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042034-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y44keb
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloysia cordata Siedo"
 ]
}

 The dataset includes 25 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123199-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzyh68
title: Occurrence Download

description: A dataset containing 2435 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetramorium simillimum (Smith, 1851)"
 ]
}

 The dataset includes 2435 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053479-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kegss
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erica amphigena Guthrie & Bolus"
 ]
}

 The dataset includes 32 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042122-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uaoqpk
title: Occurrence Download

description: A dataset containing 989349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-114.78516 45.01453,-121.46484 41.95459,-124.7149 37.92879,-122.51953 34.21998,-117.94922 31.86263,-100.37109 27.27807,-96.69385 26.5328,-86.79199 28.82158,-77.51953 30.05388,-71.19141 37.07622,-66.62109 41.95459,-70.83984 44.01178,-79.27734 46.96826,-95.80078 48.85315,-105.99609 49.31367,-114.78516 45.01453))",
 "HasCoordinate is true",
 "TaxonKey is Actinopterygii",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 989349 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008149-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysj5k9
title: Occurrence Download

description: A dataset containing 7046 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bird survey with mapping at the permanent sample plots in the Prioksko-Terrasnyi Biosphere Reserve"
 ]
}

 The dataset includes 7046 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089635-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avzb3v
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erica algida Bolus"
 ]
}

 The dataset includes 249 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042054-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhedvx
title: Occurrence Download

description: A dataset containing 11271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.72128 14.13981,-86.54838 14.13981,-86.54838 33.49485,-117.72128 33.49485,-117.72128 14.13981))",
 "HasGeospatialIssue is false",
 "TaxonKey is Canis latrans Say, 1823"
 ]
}

 The dataset includes 11271 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067790-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbut8a
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crocidura hutanis Ruedi & Vogel, 1995)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077966-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syftzd
title: Occurrence Download

description: A dataset containing 41109 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "TaxonKey is Asclepias syriaca L."
 ]
}

 The dataset includes 41109 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0342053-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdbnvm
title: Occurrence Download

description: A dataset containing 1192496 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 1192496 records from 1584 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077959-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13937436
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.wzd6m3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora tentaculata",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018871-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmvyuz
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amblyomma dubitatum"
 ]
}

 The dataset includes 539 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018870-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75uexn
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thorius grandis"
 ]
}

 The dataset includes 204 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018873-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2rymm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Harpagorhynchus golvaneuzeti",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018874-251120083545085/datasets/export for details.
DOI: 10.15468/dl.sw8hqc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora terminalis",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018875-251120083545085/datasets/export for details.
DOI: 10.15468/dl.r8fab7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siphonaria fuliginata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018877-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyk6pk
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thorius magnipes"
 ]
}

 The dataset includes 223 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018878-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6vdrd
title: Occurrence Download

description: A dataset containing 6653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is one of (Colombia, Venezuela (Bolivarian Republic of))",
 "OccurrenceStatus is Present",
 "TaxonKey is Caiman crocodilus"
 ]
}

 The dataset includes 6653 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018876-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2stp9a
title: Occurrence Download

description: A dataset containing 2097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Psychotria pedunculosa"
 ]
}

 The dataset includes 2097 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018879-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17714903
title: Town Square Activity Detection Dataset

description: Dataset Description

This repository contains a dataset of object detection and instance segmentation events recorded over a 538-day period, from October 26, 2023 to April 16, 2025. The dataset comprises individual records, capturing temporal, spatial, and classification data for objects identified in an open access video broadcast from the town of Sant Mateu, Spain. 

Dataset Structure

The repository contains a series of CSV files [*] (e.g., detections_01.csv, detections_02.csv, etc.).

These files collectively serve as the primary dataset. They are partitioned for ease of handling but share an identical schema. Each record encapsulates granular detection events, including the temporal timestamp, categorical class ID, model confidence metric, and spatial geometry. Comprehensive details regarding the columns found in all files are provided in the section below.

[*] 2025-11-30, The files have been updated to correct structural problems.

Dataset Codebook

All CSV files in this repository follow the same 8-column structure:




Column Name
Data Type
Description




time
String
Timestamp of the detection in YYYY-MM-DD HH:MM:SSformat.


class_id
Integer
Integer representing the object category based on the COCO dataset. Detected classes include: Class 0 (person), Class 1 (bicycle), Class 2 (car), Class 3 (motorcycle), Class 5 (bus), and Class 7 (truck).


confidence
Float
Model certainty score (0.0 - 1.0).


xmin
Float
X-coordinate of the bounding box's top-left corner (pixels).


ymin
Float
Y-coordinate of the bounding box's top-left corner (pixels).


xmax
Float
X-coordinate of the bounding box's bottom-right corner (pixels).


ymax
Float
Y-coordinate of the bounding box's bottom-right corner (pixels).


segment_mask
String
Contains a stringified list of [x, y] pixel coordinates that form a closed polygon around the detected object.
DOI: 10.5281/zenodo.17714902
title: Town Square Activity Detection Dataset

description: Dataset Description

This repository contains a dataset of object detection and instance segmentation events recorded over a 538-day period, from October 26, 2023 to April 16, 2025. The dataset comprises individual records, capturing temporal, spatial, and classification data for objects identified in an open access video broadcast from the town of Sant Mateu, Spain. 

Dataset Structure

The repository contains a series of CSV files [*] (e.g., detections_01.csv, detections_02.csv, etc.).

These files collectively serve as the primary dataset. They are partitioned for ease of handling but share an identical schema. Each record encapsulates granular detection events, including the temporal timestamp, categorical class ID, model confidence metric, and spatial geometry. Comprehensive details regarding the columns found in all files are provided in the section below.

[*] 2025-11-30, The files have been updated to correct structural problems.

Dataset Codebook

All CSV files in this repository follow the same 8-column structure:




Column Name
Data Type
Description




time
String
Timestamp of the detection in YYYY-MM-DD HH:MM:SSformat.


class_id
Integer
Integer representing the object category based on the COCO dataset. Detected classes include: Class 0 (person), Class 1 (bicycle), Class 2 (car), Class 3 (motorcycle), Class 5 (bus), and Class 7 (truck).


confidence
Float
Model certainty score (0.0 - 1.0).


xmin
Float
X-coordinate of the bounding box's top-left corner (pixels).


ymin
Float
Y-coordinate of the bounding box's top-left corner (pixels).


xmax
Float
X-coordinate of the bounding box's bottom-right corner (pixels).


ymax
Float
Y-coordinate of the bounding box's bottom-right corner (pixels).


segment_mask
String
Contains a stringified list of [x, y] pixel coordinates that form a closed polygon around the detected object.
DOI: 10.15468/dl.zbwgj7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora thalictri",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018880-251120083545085/datasets/export for details.
DOI: 10.15468/dl.xd78gb
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrangea macrophylla",
 "Year 2025-2025"
 ]
}

 The dataset includes 68 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018882-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5q77g
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrangea macrophylla",
 "Year 2025-2025"
 ]
}

 The dataset includes 68 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018881-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6njedy
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thorius minydemus"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018884-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5cmvt
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rheum ribes",
 "Year 1899-2025"
 ]
}

 The dataset includes 119 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018885-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62phnh
title: Occurrence Download

description: A dataset containing 660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.29.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Carnivora"
 ]
}

 The dataset includes 660 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018883-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5t9mxm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dollfusentis lenti",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018886-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rqaac
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora theobromicola",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 531 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018889-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.