cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hqxv2a
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Geococcyx californianus (Lesson, 1829)",
 "Year is 2021"
 ]
}

 The dataset includes 242 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059720-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55bf7p
title: Occurrence Download

description: A dataset containing 285504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 2017-2020",
 "HasCoordinate is true",
 "TaxonKey is Meleagris gallopavo Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 285504 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040322-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jrq7x
title: Occurrence Download

description: A dataset containing 821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-121.57031 5.47604,-77.69531 5.47604,-77.69531 32.30943,-121.57031 32.30943,-121.57031 5.47604))",
 "HasCoordinate is true",
 "TaxonKey is Coffea arabica L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 821 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033934-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.499uer
title: Occurrence Download

description: A dataset containing 19436861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cistothorus palustris (A.Wilson, 1810), Tyto alba (Scopoli, 1769), Lophodytes cucullatus (Linnaeus, 1758), Nycticorax nycticorax (Linnaeus, 1758), Spizella pallida (Swainson, 1832), Sturnus vulgaris Linnaeus, 1758, Thryothorus ludovicianus (Latham, 1790), Vireo solitarius (A.Wilson, 1810), Lanius borealis Vieillot, 1808, Aechmophorus occidentalis (Lawrence, 1858), Cyanocitta cristata (Linnaeus, 1758), Sterna forsteri Nuttall, 1834, Hylocichla mustelina (Gmelin, 1789), Hydrobates leucorhous (Vieillot, 1818), Setophaga magnolia (A.Wilson, 1811))",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-111.2485 41.67354, -52.36458 41.67354, -52.36458 59.54304, -111.2485 59.54304, -111.2485 41.67354))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 19436861 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057124-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ut88gz
title: Occurrence Download

description: A dataset containing 1395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Epicrates cenchria (Linnaeus, 1758)"
 ]
}

 The dataset includes 1395 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061886-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdgy58
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies nordmanniana (Steven) Spach"
 ]
}

 The dataset's 10 records were derived from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053911-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r75cbd
title: Occurrence Download

description: A dataset containing 1178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polystictus pectoralis (Vieillot, 1817)"
 ]
}

 The dataset includes 1178 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047111-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhlmao
title: Occurrence Download

description: A dataset containing 5783 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orcinus orca (Linnaeus, 1758)"
 ]
}

 The dataset includes 5783 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030723-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c6kjt
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solena obliqua",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019205-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8wey7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capparis spinosa",
 "Country is Bahrain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019206-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gguf7c
title: Occurrence Download

description: A dataset containing 107928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2000-2025"
 ]
}

 The dataset includes 107928 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019181-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/8302517
title: 3A Superstore
DOI: 10.15468/dl.bt6dkq
title: Occurrence Download

description: A dataset containing 7939552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, North America)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tachycineta bicolor",
 "Year 2005-2025"
 ]
}

 The dataset includes 7939552 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019172-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17161011
title: Data for the article "Magnetic field induced by convective flow in Ganymede's subsurface ocean"

description: The data files for the figures in the article "Magnetic field induced by convective flow in Ganymede's subsurface ocean". The structure of the files is explained in the individual readme files.
DOI: 10.15468/dl.y2e6m8
title: Occurrence Download

description: A dataset containing 244 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petaurista lena",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 244 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019208-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16376854
title: Offline Reinforcement Learning Dataset from a Field Deployed Variable Speed Limit Control System

description: This dataset consists of VSL operation data deployed on Interstate 24 (I-24), containing a total of 67 VSL controllers operating on both directions of the freeway. The dataset contains ~100 million data samples covering 18 months of continuous operation from March 9, 2024, to September 9, 2025. The deployed VSL control system is based on reinforcement learning, specifically multi-agent reinforcement learning (MARL), and has been successfully field-tested in real-world traffic conditions.

The collected dataset has been converted to offline RL format for further research, enabling the development and evaluation of offline RL algorithms for traffic control applications. This real-world dataset provides valuable insights for researchers working on offline reinforcement learning for intelligent transportation systems.
DOI: 10.5281/zenodo.16376853
title: Offline Reinforcement Learning Dataset from a Field Deployed Variable Speed Limit Control System

description: This dataset consists of VSL operation data deployed on Interstate 24 (I-24), containing a total of 67 VSL controllers operating on both directions of the freeway. The dataset contains ~100 million data samples covering 18 months of continuous operation from March 9, 2024, to September 9, 2025. The deployed VSL control system is based on reinforcement learning, specifically multi-agent reinforcement learning (MARL), and has been successfully field-tested in real-world traffic conditions.

The collected dataset has been converted to offline RL format for further research, enabling the development and evaluation of offline RL algorithms for traffic control applications. This real-world dataset provides valuable insights for researchers working on offline reinforcement learning for intelligent transportation systems.
DOI: 10.15468/dl.fpppm6
title: Occurrence Download

description: A dataset containing 942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-51.0276 -22.89292,-39.86074 -22.89292,-39.86074 -14.23892,-51.0276 -14.23892,-51.0276 -22.89292))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ocotea odorifera, Aspidosperma parvifolium, Xylopia brasiliensis, Euterpe edulis, Xylopia brasiliensis gracilis, Euterpe edulis clausa)"
 ]
}

 The dataset includes 942 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019209-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ehg9j
title: Occurrence Download

description: A dataset containing 945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capparis spinosa",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 945 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019211-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4sc63
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capparis spinosa",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019212-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7p6ud
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solena rudis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019213-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5f2aeq
title: Occurrence Download

description: A dataset containing 3474 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lysidice ninetta"
 ]
}

 The dataset includes 3474 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019214-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/rcypjw
title: Interactional Justice effects

description: Data includes 261 employees responses to interactional justice, need satisfaction (relatedness, autonomy, competence), motivation, well-being and performance
DOI: 10.48804/f0mdzs
title: Replication Data for: Policy advisory bodies during crises: a scoping review of the Covid-19 literature in Europe

description: This repository contains supplementary material for our paper "Policy advisory bodies during crises: a scoping review of the Covid-19 literature in Europe" (Bouchat et al). The dataset is comprised of 1) the full search queries run in Scopus and Web of Science to identify publications that examined the topic of Covid-19 policy advisory bodies in Europe and 2) the full list of numbered references that examined the topic of Covid-19 policy advisory bodies in Europe. We invite scholars interested in Covid-19 policy advisory bodies to reuse the list of references.
DOI: 10.15468/dl.y2fk3s
title: Occurrence Download

description: A dataset containing 6876 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lysidice unicornis"
 ]
}

 The dataset includes 6876 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019215-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kc39v
title: Occurrence Download

description: A dataset containing 584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamiops maritimus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 584 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019216-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xre25
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spondylus americanus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 69 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019217-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17159987
title: DDPRISM COSMOS Galaxy Sample

description: Posterior samples of galaxy light separated from noise, cosmic rays, and unrelated foreground/background objects in Hubble Space Telescope COSMOS survey images. The dataset contains 78,656 galaxies, each represented by $128 \times 128$ pixel cutouts. Posteriors were generated using a diffusion-based multi-view source separation model called DDPRISM. Further details can be found in the associated codebase and paper.
DOI: 10.5281/zenodo.17159988
title: DDPRISM COSMOS Galaxy Sample

description: Posterior samples of galaxy light separated from noise, cosmic rays, and unrelated foreground/background objects in Hubble Space Telescope COSMOS survey images. The dataset contains 78,656 galaxies, each represented by $128 \times 128$ pixel cutouts. Posteriors were generated using a diffusion-based multi-view source separation model called DDPRISM. Further details can be found in the associated codebase and paper.
DOI: 10.15468/dl.bcakw3
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capparis spinosa",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019218-250914085247600/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.30094996
title: Genome properties of <i>Pseudomonas protegens</i> M4 and <i>Citrobacter braakii</i> M34

description: This study unveiled the draft genome sequences of two agriculturally important bacterial isolates, namely, <i>Pseudomonas protegen</i> M4 and <i>Citrobacter braakii </i>M34, which were isolated from the roots of sunflower plants in South Africa. The table shows the results of the genomic compositions of the two organisms, which profiles the two strains as a significant biotechnological apparatus to enhance sustainable sunflower production under drought conditions.
DOI: 10.6084/m9.figshare.30094996.v3
title: Genome properties of <i>Pseudomonas protegens</i> M4 and <i>Citrobacter braakii</i> M34

description: This study unveiled the draft genome sequences of two agriculturally important bacterial isolates, namely, <i>Pseudomonas protegen</i> M4 and <i>Citrobacter braakii </i>M34, which were isolated from the roots of sunflower plants in South Africa. The table shows the results of the genomic compositions of the two organisms, which profiles the two strains as a significant biotechnological apparatus to enhance sustainable sunflower production under drought conditions.
DOI: 10.6084/m9.figshare.30094996.v2
title: Genome properties of <i>Pseudomonas protegens</i> M4 and <i>Citrobacter braakii</i> M34

description: This study unveiled the draft genome sequences of two agriculturally important bacterial isolates, namely, <i>Pseudomonas protegen</i> M4 and <i>Citrobacter braakii </i>M34, which were isolated from the roots of sunflower plants in South Africa. The table shows the results of the genomic compositions of the two organisms, which profiles the two strains as a significant biotechnological apparatus to enhance sustainable sunflower production under drought conditions.
DOI: 10.15468/dl.xamqyg
title: Occurrence Download

description: A dataset containing 2476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capparis spinosa",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2476 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019220-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/edx2-wx64
title: JWST #1701 F560W M82

description: JWST/MIRI F560W images of M82 from JWST GO program #1701. These data were compiled for publication by Nebart, Levy, et al. (2025), RNAAS
DOI: 10.5066/p13jqzxf
title: Stormwater treatment pond water-quality load and concentration data at Cherokee Park, Madison, Wisconsin, 2020–24

description: A stormwater pond in Cherokee Park, Madison, Wisconsin was monitored to determine if changes to street cleaning operations in the contributing drainage area would influence pollution reduction efficiency. Event-based water samples were collected from the ponds inlets and outlet from September 2020 through October 2024 and analyzed for nitrogen, phosphorus, sediment and chloride. Continuous dissolved oxygen and temperature were measured at the center of the pond between May 2022 and October 2024. This data set includes paired concentration and load data for 62 events at the inlets and outlet as well as daily mean dissolved oxygen and temperature.
DOI: 10.5281/zenodo.17161163
title: Online survey of diabetic people's use of food and nutrition tracking apps to identify which apps are most used

description: This dataset inlcudes the data collected from 38 respondants to an online survey askign for self reported use of food and trackign technology by people with diabetes in the UK. 

Files include one excel file of the responses, a pdf of the google form questionaire that was asked of participants and a png file of the recruitment poster. 
description: Diabetes management is complex and ongoing. One key aspect of management for all types of diabetes is monitoring food intake. To reduce the burden of food-tracking, digital technologies such as food-tracking apps are popular. Yet, there has been little investigation of the experience of diabetic people within this digital environment, or efforts to understand the needs of diabetic users when designing food-tracking spaces. We propose to investigate and evidence the impact of the digital environment that people with diabetes navigate through a qualitative research study, building on both researchers' positionality as diabetic people. To do so, we will focus on the UK context and undertake content analysis of digital food-tracking spaces to understand what behaviours they incentivise. Concurrently, through focus groups with people in the diabetic community, we will foreground the lived experience of navigating such spaces and contribute to critical discussions about the embedded unquestioned wisdom of food-tracking technologies.