cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.57wffe
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limacinidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 345 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019276-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pk2jbc
title: Occurrence Download

description: A dataset containing 10013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Rhea pennata d'Orbigny, 1834"
 ]
}

 The dataset includes 10013 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019277-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.436f5g
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cliidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 61 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019278-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkpyk6
title: Occurrence Download

description: A dataset containing 651495 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lythrum salicaria L."
 ]
}

 The dataset includes 651495 records from 2768 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019272-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djvgrj
title: Occurrence Download

description: A dataset containing 4292242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Reptilia"
 ]
 }
 ]
}

 The dataset includes 4292242 records from 1018 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232698-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14849591
title: Fire and Smoke Dataset

description: About Dataset








This file contains over 7000 original images of blaze and mist, collected from both urban and rural areas by more than 1000 contributors. Each image has been carefully reviewed by computer vision experts at Datacluster Labs to ensure accuracy.

Dataset Features



Size: Over 7000 images

Contributors: Over 1000 crowdsource contributors

Resolution: 98% of images are HD or higher (1920×1080 and above)

Location: Captured in over 400 cities across India

Diversity: Includes images captured in various lighting conditions, such as day and night, from different distances and viewpoints.

Devices Used: Images captured using mobile phones between 2020 and 2021

Potential Uses: Fire and smoke detection, smart cameras, fire alarm systems, etc.

Available Annotation Formats


Available Annotation formats

COCO, YOLO, PASCAL-VOC, Tf-Record

Conclusion

Globose Technology Solutions Private Limited leads the way in fire and smoke detection technology, utilizing insights from the Fire and Smoke Dataset. With a focus on safety and efficiency, our advanced technologies enable early detection and swift response to fire incidents. Globose is committed to enhancing fire safety with cutting-edge solutions that prioritize protecting lives and property.

This dataset is sourced from GTS.AI.
DOI: 10.5281/zenodo.14849592
title: Fire and Smoke Dataset

description: About Dataset








This file contains over 7000 original images of blaze and mist, collected from both urban and rural areas by more than 1000 contributors. Each image has been carefully reviewed by computer vision experts at Datacluster Labs to ensure accuracy.

Dataset Features



Size: Over 7000 images

Contributors: Over 1000 crowdsource contributors

Resolution: 98% of images are HD or higher (1920×1080 and above)

Location: Captured in over 400 cities across India

Diversity: Includes images captured in various lighting conditions, such as day and night, from different distances and viewpoints.

Devices Used: Images captured using mobile phones between 2020 and 2021

Potential Uses: Fire and smoke detection, smart cameras, fire alarm systems, etc.

Available Annotation Formats


Available Annotation formats

COCO, YOLO, PASCAL-VOC, Tf-Record

Conclusion

Globose Technology Solutions Private Limited leads the way in fire and smoke detection technology, utilizing insights from the Fire and Smoke Dataset. With a focus on safety and efficiency, our advanced technologies enable early detection and swift response to fire incidents. Globose is committed to enhancing fire safety with cutting-edge solutions that prioritize protecting lives and property.

This dataset is sourced from GTS.AI.
DOI: 10.15468/dl.jkknsk
title: Occurrence Download

description: A dataset containing 4777125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Actinopterygii",
 "TaxonKey is Elasmobranchii",
 "TaxonKey is Sarcopterygii"
 ]
 }
 ]
}

 The dataset includes 4777125 records from 1185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192143-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz3jx6
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton polytrichus Pax"
 ]
}

 The dataset includes 105 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010216-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vtkcn
title: Occurrence Download

description: A dataset containing 1147 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Locustella caudata (Ogilvie-Grant, 1895)"
 ]
}

 The dataset includes 1147 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038834-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nde2mz
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bryum coronatum Schwägr.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 476 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009752-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4d645
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bistorta carnea (K.Koch) Kom."
 ]
}

 The dataset includes 543 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054360-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdpsqu
title: Occurrence Download

description: A dataset containing 150849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((57.83203 -34.39422,116.10352 -14.99573,139.13086 -8.98058,143.87695 -11.05766,148.88672 -18.07902,160.48828 -24.94223,181.23047 -23.66062,184.04297 -16.40025,165.41016 -2.21429,148.88672 24.11066,136.23047 37.63512,109.51172 42.99179,79.62891 47.68314,47.63672 45.50943,47.28516 29.74912,56.42578 26.33675,62.05078 20.53405,64.16016 5.16098,57.83203 -34.39422))",
 "HasCoordinate is true",
 "TaxonKey is Fabaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 150849 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006456-190918142434337/datasets/export for details.
DOI: 10.15468/dl.7s87mx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus avium (L.) L."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038828-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7mn8v
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Paratelmatobius cardosoi Pombal & Haddad, 1999"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048436-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fqkah
title: Occurrence Download

description: A dataset containing 9281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Saint Vincent and the Grenadines",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Aves"
 ]
}

 The dataset includes 9281 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006460-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4t7mpg
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Oxyrhopus clathratus Duméril, Bibron & Duméril, 1854"
 ]
}

 The dataset includes 202 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038840-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7e7p3a
title: Occurrence Download

description: A dataset containing 5097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenodiscus crispatus (Bruzelius, 1805)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 5097 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048442-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5057a
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is San Marino",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Aves"
 ]
}

 The dataset includes 211 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006462-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btf8e9
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Arborophila ardens (Styan, 1892)"
 ]
}

 The dataset includes 336 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054391-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuaumh
title: Occurrence Download

description: A dataset containing 1249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Estonia, Germany, Poland, Hungary, Greece, Russian Federation, Belarus, Ukraine)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cladonia cornuta (L.) Baumg."
 ]
}

 The dataset includes 1249 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038858-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6092/unibo/amsacta/7716
title: AEQUITAS. WP7. T7.3. Hiring Data For STEM Field. v1.0

description: This dataset contains information about the hiring process conducted by Akkodis for job positions and candidates belonging to the STEM field. The data of the candidates have been thoroughly anonymized. The data contains the curricula of candidates and the details of the job positions to which they were matched. The candidates and job positions are explicitly selected among the STEM field (including but not limited: computer science, engineering, physics, mathematics, chemistry, etc.). More detailed information can be found in the README file included in the compressed archive. The goal of the data is to allow the study of bias in terms of: 1) class imbalanced dataset in favour of the election of a specific gender, age, race, social background, thus against a selected group of people or minorities; 2) interpretation (recruiter) bias.
This activity is part of the HORIZON-CL4-2021-HUMAN-01-24-AEQUITAS project (g.a. 101070363). The aim of AEQUITAS to address and tackle the multiple manifestations of bias and unfairness in Artificial Intelligence (AI) from a variety of dimensions, such as the development of AI tools, the data used to train, test and validate them or the interpretation practices developed around them.
DOI: 10.15468/dl.nnploo
title: Occurrence Download

description: A dataset containing 8844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Sao Tome and Principe",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Aves"
 ]
}

 The dataset includes 8844 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006463-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmbe2d
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton pilophorus Airy Shaw"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010177-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2p9r2
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Estonia, Germany, Poland, Hungary, Greece, Russian Federation, Belarus, Ukraine)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cladonia conista (Nyl.) Robbins"
 ]
}

 The dataset includes 88 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038843-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyqu1g
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rugulopteryx okamurae (E.Y.Dawson) I.K.Hwang, W.J.Lee & H.S.Kim, 2009"
 ]
}

 The dataset includes 515 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006466-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsszyq
title: Occurrence Download

description: A dataset containing 603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Lagothrix lagothricha (Humboldt, 1812)",
 "Year 2002-2024"
 ]
}

 The dataset includes 603 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048477-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5bkbb
title: Occurrence Download

description: A dataset containing 892 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boana platanera Escalona, Marca, Castellanos, Fouquet, Crawford, Rojas-Runjaic, Giaretta, Señaris & Castroviejo-Fisher, 2021"
 ]
}

 The dataset includes 892 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038870-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdtdnw
title: Occurrence Download

description: A dataset containing 4998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Sierra Leone",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Aves"
 ]
}

 The dataset includes 4998 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006470-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53scsw
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Spelaeornis chocolatinus (Godwin-Austen & Walden, 1875)"
 ]
}

 The dataset includes 283 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054352-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwayv6
title: Occurrence Download

description: A dataset containing 5251 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hemidactylus platyurus (Schneider, 1797)"
 ]
}

 The dataset includes 5251 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038874-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tl2084
title: Occurrence Download

description: A dataset containing 30270 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diveboard - Scuba diving citizen science observations"
 ]
}

 The dataset includes 30270 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009751-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a67w7y
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.6_1",
 "TaxonKey is Physaria alpina Rollins"
 ]
}

 The dataset includes 192 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000521-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jykaf5
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Embelia ruminata (E.Mey. ex A.DC.) Mez"
 ]
}

 The dataset includes 107 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038871-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spsogi
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Month is greater than or equal to January",
 "Country is Australia",
 "TaxonKey is Cryptostegia grandiflora (Roxb.) R.Br."
 ]
}

 The dataset includes 108 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009752-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.