cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9qgvhm
title: Occurrence Download

description: A dataset containing 96401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "Country is Spain",
 "Geometry POLYGON((-6.65547 36.64784,-6.39524 35.97216,-4.7616 35.86679,-4.29898 36.50853,-4.38572 37.37511,-5.05074 37.84466,-6.13501 37.52432,-6.65547 36.64784))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 96401 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006035-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jku95
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-440.354 -10.89844,-431.96045 -10.89844,-431.96045 6.81152,-440.354 6.81152,-440.354 -10.89844))",
 "HasCoordinate is true",
 "TaxonKey is Pudu mephistophiles (de Winton, 1896)"
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063301-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urr8za
title: Occurrence Download

description: A dataset containing 55446 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleusine Gaertn."
 ]
}

 The dataset includes 55446 records from 624 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070641-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4otgft
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Milnesium tardigradum Doyère, 1840",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 83 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014838-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wpn67
title: Occurrence Download

description: A dataset containing 44103453 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Geometry POLYGON((-122.84473 22.41509,-108.99316 22.41509,-108.99316 35.98867,-122.84473 35.98867,-122.84473 22.41509))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44103453 records from 1153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030714-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwk9ff
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Neltuma nigra (Griseb.) C.E.Hughes & G.P.Lewis",
 "Year 2013-2023"
 ]
}

 The dataset includes 110 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011938-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvc4de
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exochaenium alatum (Paiva & I.Nogueira) Kissling"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122044-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajyjcq
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "DatasetKey is one of (Colección Zoológica de la Universidad del Tolima (CZUT)- Ictiología)",
 "TaxonKey is one of (Dupouyichthys Schultz, 1944)"
 ]
 }
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178049-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wea4km
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is one of (Senegal, Cabo Verde, Mauritania, Western Sahara, Gambia, Guinea-Bissau)",
 "Geometry POLYGON((-24.41056 9.68745,-13.00633 9.68745,-13.00633 24.55191,-24.41056 24.55191,-24.41056 9.68745))",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, November, December)",
 "TaxonKey is Phaethontidae"
 ]
}

 The dataset includes 358 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282851-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63366k
title: Occurrence Download

description: A dataset containing 935 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Waltheria rotundifolia Schrank"
 ]
}

 The dataset includes 935 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178043-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10245395
title: Drone images and their annotations of grazing cows

description: This dataset is part of the European H2020 project ICAERUS regarding the livestock monitoring use case. More information here: https://icaerus.eu/

By making available 1385 images and 4941 bounding boxes of cows, this dataset is a major contribution for public and research stakeholders to develop cow detection and counting models.

This dataset encompasses the following data:

- Farm_name: name of the farm were the images were collected (Mauron, Derval, Jalogny or Other_farms)

-----JPGImages: a directory were the images are stored (1385 images, , RGB images taken from 60 ot 100m of altitude; images size of 4000*3000 or 5280*3956, images taken with DJI MAVIC3 E or DJI MAVIC3T).

-------------DJI_YYYYMMDDHHMM_XXX: a directory by flight containing the images of a unique flight, with the date (YYYYMMDD), the hour in UTC+2 (HHMM), and XXX representing a mission number

-----PASCAL_VOC1.1: a directory with the annotations of cows at the PASCAL format (4941 bouding boxes of cows)

-------------DJI_YYYYMMDDHHMM_XXX: a directory by flight containing the annotations, one annotation file referred to an unique image and have the same name except the extension

-----YOLO_V1: a directory with the annotations of cows at the YOLO format (4941 bouding boxes of cows)

-------------DJI_YYYYMMDDHHMM_XXX: a directory by flight containing the annotations, one annotation file referred to an unique image and have the same name except the extension

Nadir images were collected between June 2023 and March 2024 at a constant altitude of 100m or 60m during flight planned with DJI Pilot 2 regarding the take-off position or manually at a precise relative altitude.  When they were used, flight planned were designed to cover the entire pasture. It is why, in some flight there is a strong imbalance between images with “cattle” and image with “no cattle”. The file conditions_summary.xlsx detailed the following information for each flight: Relative altitude, Number of images, number of images containing cows, number of cow bounding boxes, Weather, Date, Drone used, Drone camera used, Image size. The Aerial images contain many .exif methadata (drone, camera, altitude etc.).

These data can be used to train different deep learning models such as Yolo models or to validate pretrained models to detect cows on pastures.

Other versions of this dataset will be available later in 2024. The authors of the dataset are opened to any collaboration regarding animal counting models.

If you are interested in sheep counting based on drones’ images and AI, find other available data here: https://doi.org/10.5281/zenodo.10400302

For more information, please contact: adrien.lebreton@idele.fr
DOI: 10.5281/zenodo.11048412
title: Drone images and their annotations of grazing cows

description: This dataset is part of the European H2020 project ICAERUS regarding the livestock monitoring use case. More information here: https://icaerus.eu/

By making available 1385 images and 4941 bounding boxes of cows, this dataset is a major contribution for public and research stakeholders to develop cow detection and counting models.

This dataset encompasses the following data:

- Farm_name: name of the farm were the images were collected (Mauron, Derval, Jalogny or Other_farms)

-----JPGImages: a directory were the images are stored (1385 images, , RGB images taken from 60 ot 100m of altitude; images size of 4000*3000 or 5280*3956, images taken with DJI MAVIC3 E or DJI MAVIC3T).

-------------DJI_YYYYMMDDHHMM_XXX: a directory by flight containing the images of a unique flight, with the date (YYYYMMDD), the hour in UTC+2 (HHMM), and XXX representing a mission number

-----PASCAL_VOC1.1: a directory with the annotations of cows at the PASCAL format (4941 bouding boxes of cows)

-------------DJI_YYYYMMDDHHMM_XXX: a directory by flight containing the annotations, one annotation file referred to an unique image and have the same name except the extension

-----YOLO_V1: a directory with the annotations of cows at the YOLO format (4941 bouding boxes of cows)

-------------DJI_YYYYMMDDHHMM_XXX: a directory by flight containing the annotations, one annotation file referred to an unique image and have the same name except the extension

Nadir images were collected between June 2023 and March 2024 at a constant altitude of 100m or 60m during flight planned with DJI Pilot 2 regarding the take-off position or manually at a precise relative altitude.  When they were used, flight planned were designed to cover the entire pasture. It is why, in some flight there is a strong imbalance between images with “cattle” and image with “no cattle”. The file conditions_summary.xlsx detailed the following information for each flight: Relative altitude, Number of images, number of images containing cows, number of cow bounding boxes, Weather, Date, Drone used, Drone camera used, Image size. The Aerial images contain many .exif methadata (drone, camera, altitude etc.).

These data can be used to train different deep learning models such as Yolo models or to validate pretrained models to detect cows on pastures.

Other versions of this dataset will be available later in 2024. The authors of the dataset are opened to any collaboration regarding animal counting models.

If you are interested in sheep counting based on drones’ images and AI, find other available data here: https://doi.org/10.5281/zenodo.10400302

For more information, please contact: adrien.lebreton@idele.fr
DOI: 10.15468/dl.axq85q
title: Occurrence Download

description: A dataset containing 3360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-128.26943 47.83594,-122.70156 47.83594,-122.70156 51.01192,-128.26943 51.01192,-128.26943 47.83594))",
 "HasGeospatialIssue is false",
 "TaxonKey is Botaurus lentiginosus (Rackett, 1813)"
 ]
}

 The dataset includes 3360 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282866-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hjwca
title: Occurrence Download

description: A dataset containing 3099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "CoordinateUncertaintyInMeters 0.0-1019.0",
 "Geometry POLYGON((-1.50059 43.94611,2.90932 41.98614,12.46416 44.4361,27.4089 42.47613,40.88366 41.25115,76.65305 46.15106,134.47202 55.21591,163.38152 68.93567,106.78753 78.24551,-4.93053 70.65063,-19.38528 54.72591,-57.35962 56.68589,-58.09461 85.10539,-113.95363 82.16544,-165.40274 67.95569,-165.64773 54.48092,-135.51326 53.74594,-122.52848 30.96134,-73.77433 32.6763,-14.48537 46.39607,-1.50059 43.94611))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupus Linnaeus, 1758"
 ]
}

 The dataset includes 3099 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178040-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njv82m
title: Occurrence Download

description: A dataset containing 57816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sittasomus griseicapillus (Vieillot, 1818)"
 ]
}

 The dataset includes 57816 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006932-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65ygn2
title: Occurrence Download

description: A dataset containing 16313 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xerces Society - Bumble Bee Watch"
 ]
}

 The dataset includes 16313 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282865-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhbxrm
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "DatasetKey is one of (Colección Zoológica de la Universidad del Tolima (CZUT)- Ictiología)",
 "TaxonKey is one of (Dupouyichthys Schultz, 1944)"
 ]
 }
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178052-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.md82sj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hedysarum sauzakense Rech.f. & Köie"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238278-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk3g29
title: Occurrence Download

description: A dataset containing 1663 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allophylus cominia (L.) Sw."
 ]
}

 The dataset includes 1663 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178051-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kc2gk
title: Occurrence Download

description: A dataset containing 16313 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xerces Society - Bumble Bee Watch"
 ]
}

 The dataset includes 16313 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282864-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jyqrp
title: Occurrence Download

description: A dataset containing 690 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Byrsonima bucidifolia Standl."
 ]
}

 The dataset includes 690 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178058-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgs7rs
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phellopsis obcordata (Kirby, 1837)"
 ]
}

 The dataset includes 120 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282873-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vzthr
title: Occurrence Download

description: A dataset containing 1696 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysophyllum mexicanum Brandegee"
 ]
}

 The dataset includes 1696 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178064-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vmzbe
title: Occurrence Download

description: A dataset containing 1129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocercus guentheri (Boulenger, 1885)"
 ]
}

 The dataset includes 1129 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282856-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tcx6k
title: Occurrence Download

description: A dataset containing 11766701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador"
 ]
}

 The dataset includes 11766701 records from 2061 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006898-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkmgbs
title: Occurrence Download

description: A dataset containing 949 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 Centropus unirufus (Cabanis & Heine, 1863)"
 ]
}

 The dataset includes 949 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052578-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szcew0
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mussa hartii Verrill, 1868"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009590-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfzsyk
title: Occurrence Download

description: A dataset containing 991321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achillea millefolium L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 991321 records from 1364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248729-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wknjc
title: Occurrence Download

description: A dataset containing 1365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 9.31444643881294",
 "DecimalLongitude is less than 9.31750599199733",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1365 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009113-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggs88p
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrochoerus hydrochoeris (Linnaeus, 1766)"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004907-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4mc2p
title: Occurrence Download

description: A dataset containing 387021 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scolopax rusticola Linnaeus, 1758"
 ]
}

 The dataset includes 387021 records from 590 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250577-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vxncv
title: Occurrence Download

description: A dataset containing 3770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Continent is North America",
 "Year is 1940,2024",
 "TaxonKey is Ranunculus glaberrimus Hook."
 ]
}

 The dataset includes 3770 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078022-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q45bxj
title: Occurrence Download

description: A dataset containing 13237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Colias eurytheme Boisduval, 1852"
 ]
}

 The dataset includes 13237 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325286-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.