cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uc8v7n
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((105.5128 30.45442, 105.6325 30.45442, 105.6325 30.58282, 105.5128 30.58282, 105.5128 30.45442))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001194-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up2t3n
title: Occurrence Download

description: A dataset containing 18891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((173.53651 -42.21264,173.53902 -42.29103,173.52197 -42.31826,173.53364 -42.34579,173.55758 -42.36794,173.58211 -42.36883,173.59408 -42.36764,173.61652 -42.36405,173.63238 -42.36076,173.64465 -42.35357,173.65303 -42.33921,173.6653 -42.32874,173.67607 -42.31587,173.70348 -42.31587,173.72114 -42.30809,173.7382 -42.29852,173.75824 -42.28146,173.79056 -42.265,173.79176 -42.21084,173.53651 -42.21264))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 18891 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001192-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fd99rg
title: Occurrence Download

description: A dataset containing 18891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((173.53651 -42.21264,173.53902 -42.29103,173.52197 -42.31826,173.53364 -42.34579,173.55758 -42.36794,173.58211 -42.36883,173.59408 -42.36764,173.61652 -42.36405,173.63238 -42.36076,173.64465 -42.35357,173.65303 -42.33921,173.6653 -42.32874,173.67607 -42.31587,173.70348 -42.31587,173.72114 -42.30809,173.7382 -42.29852,173.75824 -42.28146,173.79056 -42.265,173.79176 -42.21084,173.53651 -42.21264))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 18891 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001193-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb99eq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((111.0558 37.48154, 111.2202 37.48154, 111.2202 37.56102, 111.0558 37.56102, 111.0558 37.48154))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001198-241106120511685/datasets/export for details.
DOI: 10.15468/dl.r9hgcv
title: Occurrence Download

description: A dataset containing 36492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hesperis matronalis L."
 ]
}

 The dataset includes 36492 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001197-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56ejwc
title: Occurrence Download

description: A dataset containing 12065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Ursus americanus Pallas, 1780"
 ]
}

 The dataset includes 12065 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001199-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38b48p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((108.368 34.26645, 108.535 34.26645, 108.535 34.32733, 108.368 34.32733, 108.368 34.26645))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001200-241106120511685/datasets/export for details.
DOI: 10.15468/dl.8zgjm8
title: Occurrence Download

description: A dataset containing 7196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phlox pilosa L."
 ]
}

 The dataset includes 7196 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001201-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4v7stu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((109.0388 35.04168, 109.1244 35.04168, 109.1244 35.12023, 109.0388 35.12023, 109.0388 35.04168))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001202-241106120511685/datasets/export for details.
DOI: 10.25345/c5zw1949d
title: MassIVE MSV000097584 - Anandamide Alters Glycolytic Activity in Streptococcus mutans: Metabolomics and Stable Isotope Labeling Stud
title: Untargeted metabolomics study and labeled carbon tracing in S_mutans in the present of AEA
DOI: 10.17632/4rxj5g76z8.1
title: Live-Cell Imaging of Pol II and Elongation Factors Distinguish Competing Mechanisms of Transcription Regulation. 1. Versluis et al.

description: Uploaded here:
Images used for figures and the spreadsheets of image analysis for each figure and the corresponding graphs and fits. 
Western Blot and in-gel fluorescence assays images
Plasmid Sequences for CRISPR-HDR Plasmids
DOI: 10.34965/i9422
title: 20205034
DOI: 10.34965/i9483
title: 20210194
DOI: 10.34965/i9512
title: 20210422
DOI: 10.34965/i9527
title: 20210455
DOI: 10.34965/i9553
title: 20210350
DOI: 10.34965/i9725
title: 20210417
DOI: 10.34965/i9726
title: 20210066
DOI: 10.34965/i9739
title: 20210528
DOI: 10.34965/i9769
title: 20205206
DOI: 10.34965/i9778
title: 20210126
DOI: 10.34965/i10001
title: 20215740
DOI: 10.34965/i10060
title: 20215731
DOI: 10.34965/i10086
title: 20215798
DOI: 10.34965/i10087
title: 20215790
DOI: 10.34965/i10150
title: 20215045
DOI: 10.34965/i10279
title: 20220286
DOI: 10.34965/i10518
title: 20220381
DOI: 10.34965/i10545
title: 20220296
DOI: 10.34965/i10737
title: 20225421
DOI: 10.34965/i10742
title: 20225124
DOI: 10.34965/i10767
title: 20225218
DOI: 10.34965/i10793
title: 20225186
DOI: 10.34965/i10842
title: 20225054
DOI: 10.34965/i10978
title: 20230518
DOI: 10.34965/i11028
title: 20230510
DOI: 10.34965/i11089
title: 20230182
DOI: 10.34965/i11291
title: 20235140
DOI: 10.34965/i11327
title: 20235063
DOI: 10.34965/i32461
title: 20235033
DOI: 10.34965/i8019
title: 20195541
DOI: 10.34965/i8020
title: 20195393
DOI: 10.34965/i8021
title: 20195368
DOI: 10.15468/dl.6jdvnz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.802941 -33.487641, 148.802941 -33.492132, 148.805187 -33.492132, 148.805187 -33.494378, 148.809678 -33.494378, 148.809678 -33.487641, 148.802941 -33.487641)), ((148.809678 -33.494378, 148.809678 -33.496624, 148.811924 -33.496624, 148.811924 -33.494378, 148.809678 -33.494378)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058550-240626123714530/datasets/export for details.
DOI: 10.5281/zenodo.13286426
title: Supplementary tables for Kim et al. 2024

description: Supplementary 1. Effects of different air–drying time points (h) of 5 serial concentrations of transfluthrin impregnated filter papers on 1 hour knockdown, 24 hours mortality, and 24 hours mosquito recovery rate of pyrethroid–susceptible strain of Aedes aegypti (USDA) female mosquitoes using HITSS–TOX.

Supplementary 2. Comparison of 1 hour knockdown, 24 hours mortality and 24 hours mosquito recovery rates of pyrethroid susceptible strain of Aedes aegypti (USDA) exposed to 5 serial concentrations of transfluthrin on filter papers at different air–drying time points (h) using HITSS–TOX.
DOI: 10.5281/zenodo.13286427
title: Supplementary tables for Kim et al. 2024

description: Supplementary 1. Effects of different air–drying time points (h) of 5 serial concentrations of transfluthrin impregnated filter papers on 1 hour knockdown, 24 hours mortality, and 24 hours mosquito recovery rate of pyrethroid–susceptible strain of Aedes aegypti (USDA) female mosquitoes using HITSS–TOX.

Supplementary 2. Comparison of 1 hour knockdown, 24 hours mortality and 24 hours mosquito recovery rates of pyrethroid susceptible strain of Aedes aegypti (USDA) exposed to 5 serial concentrations of transfluthrin on filter papers at different air–drying time points (h) using HITSS–TOX.
DOI: 10.15468/dl.gg2vsb
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, December, November, October)",
 "TaxonKey is Rissa brevirostris (Bruch, 1855)",
 "Year 1986-2024"
 ]
}

 The dataset includes 227 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058551-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8dkzfjkxr2.1
title: Live-Cell Imaging of Pol II and Elongation Factors Distinguish Competing Mechanisms of Transcription Regulation. 15. Versluis et al.

description: Supplemental Figure 7 H Raw Data
DOI: 10.15468/dl.h5tm36
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.472189 -33.47192, 149.472189 -33.474166, 149.463206 -33.474166, 149.463206 -33.480903, 149.458714 -33.480903, 149.458714 -33.478658, 149.456469 -33.478658, 149.456469 -33.480903, 149.454223 -33.480903, 149.454223 -33.487641, 149.449731 -33.487641, 149.449731 -33.492132, 149.458714 -33.492132, 149.458714 -33.503361, 149.465452 -33.503361, 149.465452 -33.501116, 149.469943 -33.501116, 149.469943 -33.492132, 149.476681 -33.492132, 149.476681 -33.494378, 149.478926 -33.494378, 149.478926 -33.496624, 149.481172 -33.496624, 149.481172 -33.487641, 149.478926 -33.487641, 149.478926 -33.480903, 149.481172 -33.480903, 149.481172 -33.47192, 149.472189 -33.47192), (149.463206 -33.487641, 149.465452 -33.487641, 149.465452 -33.496624, 149.463206 -33.496624, 149.463206 -33.487641))"
 ]
}

 The dataset includes 54 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058552-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zp4sy
title: Occurrence Download

description: A dataset containing 27014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (December, November, April, May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rissa tridactyla (Linnaeus, 1758)",
 "Year 2006-2010"
 ]
}

 The dataset includes 27014 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058553-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jpwfvsv6x4.1
title: Live-Cell Imaging of Pol II and Elongation Factors Distinguish Competing Mechanisms of Transcription Regulation. 14. Versluis et al.

description: Supplemental Figure 7C Raw Data
DOI: 10.15468/dl.p9z5bn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.506496 -33.492132, 148.506496 -33.494378, 148.510987 -33.494378, 148.510987 -33.492132, 148.506496 -33.492132))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058554-240626123714530/datasets/export for details.
DOI: 10.15468/dl.y988nf
title: Occurrence Download

description: A dataset containing 2116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhodostethia rosea (W.MacGillivray, 1824)",
 "Year 1983-2020"
 ]
}

 The dataset includes 2116 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058555-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rt93me
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Xenohyla truncata (Izecksohn, 1959)",
 "Year 1979-2024"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058558-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wp82jngz8s.1
title: Live-Cell Imaging of Pol II and Elongation Factors Distinguish Competing Mechanisms of Transcription Regulation. 13. Versluis et al.

description: Figure 5 MS2 Raw data both RNAi
DOI: 10.15468/dl.hrfp53
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.687786 -33.485395, 149.687786 -33.487641, 149.692277 -33.487641, 149.692277 -33.492132, 149.687786 -33.492132, 149.687786 -33.494378, 149.68554 -33.494378, 149.68554 -33.496624, 149.694523 -33.496624, 149.694523 -33.494378, 149.699015 -33.494378, 149.699015 -33.492132, 149.694523 -33.492132, 149.694523 -33.485395, 149.687786 -33.485395))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058559-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57778/yrre-rm02
title:  Groundwater quality measurements in Southern Alabama 

description: Access to clean drinking water is a cornerstone of community resilience and sustainability. Contaminated drinking water can expose people to a variety of pollutants and pathogens increasing the burden of disease within the community. Here, we focus on community sustainability by assessing multiple stressors on groundwater quality in the Alabama Gulf Coast. Geochemistry, land use, and climate change can all act as stressors on groundwater quality. Understanding groundwater quality in domestic wells can help to answer questions about mechanistic stressors on groundwater contamination like, (i) how does the underlying aquifer geology control variations in groundwater chemistry?, (ii) how does proximity to agricultural land affect domestic well water quality?, (iii) what geochemical and geophysical variables predict groundwater contamination?, and (iv) what relationships exist between precipitation, flooding, and other extreme events and contaminant concentrations in well water? Together, these efforts will enhance community sustainability in the AL Gulf Coast.
description: This study examines private well water quality in southern Alabama. This region is part of the Coastal Lowlands Aquifer system, which supplies private well water to approximately 1.2 million people, with nearly 70,000 people relying on private well water in southern Alabama. The two coastal counties in southern Alabama were selected for this study as part of the Alabama Center of Excellence focused on coastal community sustainability. Sampling campaigns were conducted in September-October 2022, April-May 2023, September 2023, and May 2024 as participants joined the program. A total of 43 wells sampled, and some wells were tested more than once in the study so that a total of 126 well water samples were collected. This study underscores the need to understand both geologic and anthropogenic factors that relate to well water quality at the regional and local scale.
DOI: 10.15468/dl.9km7eb
title: Occurrence Download

description: A dataset containing 3419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhodostethia rosea (W.MacGillivray, 1824)",
 "Year 1983-2020"
 ]
}

 The dataset includes 3419 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058560-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nntpfq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((149.732702 -33.474166, 149.732702 -33.480903, 149.734948 -33.480903, 149.734948 -33.474166, 149.732702 -33.474166)), ((149.734948 -33.480903, 149.734948 -33.487641, 149.741685 -33.487641, 149.741685 -33.485395, 149.739439 -33.485395, 149.739439 -33.480903, 149.734948 -33.480903)), ((149.734948 -33.487641, 149.732702 -33.487641, 149.732702 -33.492132, 149.725964 -33.492132, 149.725964 -33.496624, 149.734948 -33.496624, 149.734948 -33.494378, 149.739439 -33.494378, 149.739439 -33.492132, 149.734948 -33.492132, 149.734948 -33.487641)))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058561-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uh9bm
title: Occurrence Download

description: A dataset containing 6181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Puffinus yelkouan (Acerbi, 1827)",
 "Year 1998-2021"
 ]
}

 The dataset includes 6181 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058562-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g8pf5
title: Occurrence Download

description: A dataset containing 3859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Lysimachia ciliata L."
 ]
}

 The dataset includes 3859 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058563-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ev9ayf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.398697 -33.494378, 148.398697 -33.496624, 148.405435 -33.496624, 148.405435 -33.494378, 148.398697 -33.494378))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058564-240626123714530/datasets/export for details.
DOI: 10.34740/kaggle/dsv/9142218
title: Tamil Short Story Dataset for Tamil MRC
DOI: 10.15468/dl.nxdkrm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.439122 -33.494378, 148.439122 -33.496624, 148.443613 -33.496624, 148.443613 -33.494378, 148.439122 -33.494378)), ((148.443613 -33.496624, 148.443613 -33.501116, 148.445859 -33.501116, 148.445859 -33.496624, 148.443613 -33.496624)))"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058566-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c6u9m
title: Occurrence Download

description: A dataset containing 3379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Puffinus yelkouan (Acerbi, 1827)",
 "Year 1998-2021"
 ]
}

 The dataset includes 3379 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058565-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s62y47
title: Occurrence Download

description: A dataset containing 5240591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pica pica (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 5240591 records from 4272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058556-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/7m108f
title: Recognition of Holstein Cattle with Thermal and RGB images

description: This data set was collected from the Dairy Campus in Leeuwarden (The Netherlands) with a FLIR E6 thermal camera over a period of 9 days. It consists of 3694 images of 383, with each cow represented with an average of 9 images. Each snapshot created two images; 1) RGB and ii) Temperature. The image filenames are in the format [cow_id-4 digits]_[day no-1 digit]_[counter-1 digit]. 

The timestamp.xlsx file indicates the day number (day 1 to day 9) of when an image in the data set was collected. This allows to design and run leave-one day-out cross validation, the same as we did in our paper.

&lt;a href="https://doi.org/10.24433/CO.3862266.v1"&gt;Here&lt;/a&gt; is the link to the scripts that reproduce the results reported in the paper, and the following is the &lt;a href="https://github.com/ameybhole/CORF3D_HCR"&gt;link&lt;/a&gt; to the GitHub repository that contains all the scripts
description: In the files published on 25 September 2025 missing data in the previous version have been corrected.