cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xxh792
title: Occurrence Download

description: A dataset containing 2201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Natator depressus (Garman, 1880)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 2201 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059818-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhxw8x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippodonta hungarica (Grunow) Lange-Bertalot, Metzeltin & Witkowski",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059819-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15704782
title: Corn Leaf Infection Dataset

description: Description:







The Corn Leaf Infection Dataset, gathered from corn fields, aims to assist the agriculture sector. This dataset features images of corn leaves, some infected by pests like the Fall Armyworm. It is intended to aid in developing AI systems to address farmers’ challenges.

 







Download Dataset









Content



Healthy Folder: Images of healthy corn leaves.

Infected Folder: Images of infected corn leaves with annotations created using VoTT.


Additional Information



Purpose: To support agriculture through AI-based solutions.

Acknowledgements: Inspired by the pandemic’s impact, focusing on aiding agriculture.


New Additions



Dataset Size: Includes over 1,000 images, with 500 in each category.

Image Details: High-resolution images taken under various field conditions.

Annotation Details: Comprehensive annotations, including pest type and infection severity.

Usage: Ideal for training machine learning models for pest detection and crop health monitoring.


This dataset is sourced from Kaggle.
DOI: 10.5281/zenodo.15704783
title: Corn Leaf Infection Dataset

description: Description:







The Corn Leaf Infection Dataset, gathered from corn fields, aims to assist the agriculture sector. This dataset features images of corn leaves, some infected by pests like the Fall Armyworm. It is intended to aid in developing AI systems to address farmers’ challenges.

 







Download Dataset









Content



Healthy Folder: Images of healthy corn leaves.

Infected Folder: Images of infected corn leaves with annotations created using VoTT.


Additional Information



Purpose: To support agriculture through AI-based solutions.

Acknowledgements: Inspired by the pandemic’s impact, focusing on aiding agriculture.


New Additions



Dataset Size: Includes over 1,000 images, with 500 in each category.

Image Details: High-resolution images taken under various field conditions.

Annotation Details: Comprehensive annotations, including pest type and infection severity.

Usage: Ideal for training machine learning models for pest detection and crop health monitoring.


This dataset is sourced from Kaggle.
DOI: 10.15468/dl.x4ew43
title: Occurrence Download

description: A dataset containing 150251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Festuca pratensis Huds."
 ]
}

 The dataset includes 150251 records from 585 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059802-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e231943
title: Code for: The Effect of Emergency Financial Assistance on Mobility, SNAP Receipt, and Presence of Dependents

description: This paper studies whether emergency financial assistance for people at risk of homelessness affects outcomes observable in federal tax and census data. We use an established quasi-experimental research design, based on variation in referral to financial assistance at a call center in Chicago that is as-good-as random, conditional on observables. For a prior paper, we linked the call center sample to US Census/IRS records to study employment and earnings. In this paper, we leverage the same data to examine new outcomes: address histories, number of children claimed, and receipt of food benefits (SNAP) in Illinois. We find no evidence that referral to financial assistance affects residential moves, either local or long-distance, or household composition. We do however observe a small increase in SNAP uptake among the lowest-income callers.<br><br>This repository includes all code used to produce the results in the paper. Access to the data is restricted and is not included in this package.<br>
description: Callers to the Chicago Homelessness Prevention Call Center.
DOI: 10.3886/e231943v1
title: Code for: The Effect of Emergency Financial Assistance on Mobility, SNAP Receipt, and Presence of Dependents

description: This paper studies whether emergency financial assistance for people at risk of homelessness affects outcomes observable in federal tax and census data. We use an established quasi-experimental research design, based on variation in referral to financial assistance at a call center in Chicago that is as-good-as random, conditional on observables. For a prior paper, we linked the call center sample to US Census/IRS records to study employment and earnings. In this paper, we leverage the same data to examine new outcomes: address histories, number of children claimed, and receipt of food benefits (SNAP) in Illinois. We find no evidence that referral to financial assistance affects residential moves, either local or long-distance, or household composition. We do however observe a small increase in SNAP uptake among the lowest-income callers.<br><br>This repository includes all code used to produce the results in the paper. Access to the data is restricted and is not included in this package.<br>
description: Callers to the Chicago Homelessness Prevention Call Center.
DOI: 10.15468/dl.vdths5
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.35_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Potentilla argyrophylla Wall. ex Lehm."
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059820-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nksbb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus occidentalis Norris, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((7.4788 0.8754,7.8749 1.2759,7.9249 1.8712,7.744 2.0599,7.0894 2.0599,6.9519 1.9585,6.7829 1.3956,6.9945 0.9362,7.4788 0.8754))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059822-250525065834625/datasets/export for details.
DOI: 10.15468/dl.c7r2tb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippodonta hungarica (Grunow) Lange-Bertalot, Metzeltin & Witkowski",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059821-250525065834625/datasets/export for details.
DOI: 10.57745/qw4jbl
title: Data_isozymes+cpSSRs.tab

description: Dataset with georeference, height class and genetic information (16 columns) for 766 individuals
DOI: 10.15468/dl.nye9pr
title: Occurrence Download

description: A dataset containing 2201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Natator depressus (Garman, 1880)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 2201 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059823-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhycbx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippodonta hungarica (Grunow) Lange-Bertalot, Metzeltin & Witkowski",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059825-250525065834625/datasets/export for details.
DOI: 10.5258/soton/d3568
title: [Thesis Data] Charting Westminster's bubble: an ideological map of Britain's digital elite

description: Accompanying datasets collected as part of the thesis: Charting Westminster's Bubble: An Ideological Map of Britain's Digital Elite, PhD Thesis, University of Southampton, 2025.
DOI: 10.15468/dl.jyuyaf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus occidentalis Norris, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((9.4246 3.082,9.2753 2.0599,10.1382 2.0599,10.1382 11.0599,1.1382 11.0599,1.1382 5.3438,1.5183 5.6949,3.924 5.9336,4.5502 5.6185,5.1302 4.4467,5.7546 3.8638,6.0988 3.7707,8.2669 4.0335,7.914 3.3615,8.1597 2.8635,8.6768 2.7088,8.9985 2.826,9.2655 3.2216,9.4246 3.082))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059824-250525065834625/datasets/export for details.
DOI: 10.15468/dl.7tjajb
title: Occurrence Download

description: A dataset listing the 143 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Gynoxys Cass."
 ]
}

 The dataset's 143 records were derived from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0390736-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg6w9c
title: Occurrence Download

description: A dataset containing 4917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Mikania micrantha Kunth",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4917 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032881-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrmshq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palaeomastodontidae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059908-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yp6vg1
title: Occurrence Download

description: A dataset containing 56394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 {
 "or" : [
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "PublishingOrg is ae447c50-b8a8-11d8-92a4-b8a03c50a862"
 ]
 },
 {
 "or" : [
 "TaxonKey is Araliaceae",
 "TaxonKey is Apocynaceae",
 "TaxonKey is Annonaceae",
 "TaxonKey is Burseraceae",
 "TaxonKey is Fabaceae",
 "TaxonKey is Hamamelidaceae",
 "TaxonKey is Lauraceae",
 "TaxonKey is Malvaceae",
 "TaxonKey is Melastomataceae",
 "TaxonKey is Myrtaceae",
 "TaxonKey is Piperaceae",
 "TaxonKey is Rosaceae",
 "TaxonKey is Rubiaceae",
 "TaxonKey is Trigoniaceae",
 "TaxonKey is Violaceae"
 ]
 }
 ]
}

 The dataset includes 56394 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002991-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25417/uic.24018975
title: PCI Shared Data

description: Data underlying the results of the manuscript,  Cleland, Brice Thomas PhDa; Madhavan, Sangeetha PT, PhDa. The association of interlimb coordination and temporal symmetry with walking function and motor impairment after stroke. American Journal of Physical Medicine & Rehabilitation ():10.1097/PHM.0000000000002522, May 6, 2024. | DOI: 10.1097/PHM.0000000000002522
DOI: 10.15468/dl.mtxmy8
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schinopsis haenkeana Engl."
 ]
}

 The dataset includes 117 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002684-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjbfwh
title: Occurrence Download

description: A dataset containing 3073 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stegodontidae"
 ]
}

 The dataset includes 3073 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059909-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jljjhp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Stegastes sanctipauli Lubbock & Edwards, 1981",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002991-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.24806457
title: Dataset of "The role of contextual and individual factors in male mate choice for size in a marine snail"

description: Variables in the dataset:Day: Day of the experiment (from 1 to 5).Batch: Batches within each day of the experiment. 1="morning", 2="afternoon".Experiment: Experiments devised for the study. 1="Individual + Size", 2="Size Only".MaleIndividual: Number assigned to each male individual used in each mating chamber.MaleSize: Size (shell length in mm) of the individual male snail used in each chamber.MaleSizeClass: Size classes of each of the male individual snails used. 1="S<sub>B</sub>", 2="S<sub>C</sub>", 3="S<sub>D</sub>".FemaleSize: Size (shell length in mm) of each of the five female snails used in each ball.FemaleSizeClass: Size classes of each of the female individual snails used. 1="S<sub>A</sub>", 2="S<sub>B</sub>", 3="S<sub>C</sub>", 4="S<sub>D</sub>", 5="S<sub>E</sub>".Mating: Whether there was a mating or not between the male in each chamber and one of the five females. 0="No mating", 1="Mating".Repeatability: Measure of repeatability for the mating preference.<br><br>
DOI: 10.15468/dl.k6tznt
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelophylax shqipericus (Hotz, Uzzell, Günther, Tunner & Heppich, 1987)"
 ]
}

 The dataset includes 95 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002684-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thhp9c
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Epidendrum anisatum Lex."
 ]
}

 The dataset includes 228 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059935-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z0wpai
title: Occurrence Download

description: A dataset containing 9579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Elevation 2081.0-3758.0m",
 "Country is New Zealand",
 "Year 1918-2019",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9579 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002991-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umu4yq
title: Occurrence Download

description: A dataset containing 1758 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico"
 ]
 },
 "TaxonKey is Engelmannia peristenia (Raf.) Goodman & C.A.Lawson"
 ]
}

 The dataset includes 1758 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002684-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndt467
title: Occurrence Download

description: A dataset containing 1083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dendrolimus superans (Butler, 1877)"
 ]
}

 The dataset includes 1083 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019574-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fjrjj
title: Occurrence Download

description: A dataset containing 1060 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinothrix calamaris (Pallas, 1774)"
 ]
}

 The dataset includes 1060 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002991-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpk1w4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "Year 1960-2019",
 "TaxonKey is Diospyros andamanica (Kurz) Bakh."
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000216-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ybdi8
title: Occurrence Download

description: A dataset containing 990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "DatasetKey is Tropicos MO Specimen Data",
 "HasCoordinate is false",
 "TaxonKey is Digitaria Haller"
 ]
}

 The dataset includes 990 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034457-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6bm7w
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Roeboides descalvadensis Fowler, 1932",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 110 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079001-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g4z5q
title: Occurrence Download

description: A dataset containing 1991506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 396d5f30-dea9-11db-8ab4-b8a03c50a862",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1991506 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047564-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxhkyv
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Formicivora erythronotos Hartlaub, 1852"
 ]
}

 The dataset includes 299 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055502-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.