cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.964s3r
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorypteryx domestica",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002115-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.768968
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorypteryx domestica",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002116-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13125631
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.parms9
title: Occurrence Download

description: A dataset containing 1616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Micropterus coosae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1616 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002117-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bahzfc
title: Occurrence Download

description: A dataset containing 236454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Geometry POLYGON((4.15696 30.00503,5.54455 30.00503,5.54455 84.1984,4.15696 84.1984,4.15696 30.00503))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Urtica dioica, Urtica dioica, Urtica dioica, Urtica dioica × kioviensis, Urtica dioica x kioviensis)"
 ]
}

 The dataset includes 236454 records from 478 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002098-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37njwm
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorypteryx domestica",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002118-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pda9zy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Triplophysa intermedia)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002120-250920141307145/datasets/export for details.
DOI: 10.15468/dl.xepnw4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorypteryx longipennis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002122-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f4a2y
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorypteryx longipennis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002121-250920141307145/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.29858924
title: DRF-main.zip

description: Crop monitoring over large areas with high accuracy is of great significance in precision agriculture. The study is an attempt to assess the potential of open-source high-resolution satellite datasets and open-source digital platforms in combination with AI/ML algorithms for near-real-time crop monitoring and yield estimation at the farm level. In this research, we used Sentinel-1 and Sentinel-2 datasets, by processing them on the Google Earth Engine platform and developed several crop-based indicators to assess crop phenology as well as the distinction between a well-managed field (demo plots) vs a normal farmers' practice-managed crop (control plots) using Sentinel-1 satellite data. Further, crop yields were estimated before the harvesting of the crop by using Sentinel-1 and Sentinel-2 data with machine learning algorithms. The findings demonstrate that the effect of an improved package of practices on rice was significantly different from the farmer's practice. Among the statistical yield models developed for yield estimation, the gradient tree boosting model performed better than other models. This study proposes a novel method of near-real-time remote crop monitoring right from sowing to harvest time to estimate crop yields with an accuracy of 77 percent. There is potential in using open-source satellite data for monitoring farm fields in the future.
DOI: 10.6084/m9.figshare.29858924.v1
title: DRF-main.zip

description: Crop monitoring over large areas with high accuracy is of great significance in precision agriculture. The study is an attempt to assess the potential of open-source high-resolution satellite datasets and open-source digital platforms in combination with AI/ML algorithms for near-real-time crop monitoring and yield estimation at the farm level. In this research, we used Sentinel-1 and Sentinel-2 datasets, by processing them on the Google Earth Engine platform and developed several crop-based indicators to assess crop phenology as well as the distinction between a well-managed field (demo plots) vs a normal farmers' practice-managed crop (control plots) using Sentinel-1 satellite data. Further, crop yields were estimated before the harvesting of the crop by using Sentinel-1 and Sentinel-2 data with machine learning algorithms. The findings demonstrate that the effect of an improved package of practices on rice was significantly different from the farmer's practice. Among the statistical yield models developed for yield estimation, the gradient tree boosting model performed better than other models. This study proposes a novel method of near-real-time remote crop monitoring right from sowing to harvest time to estimate crop yields with an accuracy of 77 percent. There is potential in using open-source satellite data for monitoring farm fields in the future.
DOI: 10.15468/dl.qftvga
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Badonnelia titei",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002125-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd6u92
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crenimugil heterocheilos)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002123-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkwenn
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Badonnelia titei",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002124-250920141307145/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.30173581
title: TGA_Data.xlsx

description: TGA raw data
DOI: 10.6084/m9.figshare.30173581.v1
title: TGA_Data.xlsx

description: TGA raw data
DOI: 10.15468/dl.5jpvqf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichopsocus clarus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002126-250920141307145/datasets/export for details.
DOI: 10.15468/dl.45katf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichopsocus clarus",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002128-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5b4z6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichopsocus clarus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002127-250920141307145/datasets/export for details.
DOI: 10.15468/dl.98gfju
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyphessobrycon savagei)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002129-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krxrvr
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epinephelus"
 ]
}

 The dataset includes 458 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002130-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwfqjv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hercinothrips femoralis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002132-250920141307145/datasets/export for details.
DOI: 10.15468/dl.99tqxw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hercinothrips femoralis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002133-250920141307145/datasets/export for details.
DOI: 10.15468/dl.8tjcux
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Haplochromis boops)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002134-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ctckgp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirtothrips longipennis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002135-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbzcsx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirtothrips longipennis",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002136-250920141307145/datasets/export for details.
DOI: 10.15468/dl.57t52t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirtothrips longipennis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002137-250920141307145/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13125736
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.15468/dl.j6gyuf
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PELD - HCES | Sandy beach eDNA Marine Meiofauna"
 ]
}

 The dataset includes 248 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002138-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqfrj6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astyanax kompi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002139-250920141307145/datasets/export for details.
DOI: 10.15468/dl.s338he
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirtothrips longipennis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002141-250920141307145/datasets/export for details.
DOI: 10.15468/dl.2zmqtm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirtothrips longipennis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002142-250920141307145/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.30173584
title: Qualitative Interview Dataset on Challenges and Stakeholder Perspectives on Livestock Traceability Systems in Subtropical Botswana

description: This study examines stakeholder perspectives on the challenges facing livestock traceability in Botswana, focusing on systemic, institutional, and usability constraints that hinder effective implementation. Using a mixed-methods design, the study collected quantitative survey data and qualitative interview narratives from 66 participants, including farmers, veterinary officers, and policy actors, across all administrative districts in Botswana. NVivo-based analysis revealed that the current system, BAITS, is widely perceived as fragmented, inaccessible, and poorly adapted to local practices, especially among older and less digitally literate farmers. Key concerns included unreliable infrastructure, lack of inter-institutional coordination, and limited user engagement. Despite these challenges, participants expressed interest in affordable technologies, localized training, and cross-sector integration.The study contributes a grounded, context-sensitive understanding of livestock traceability in sub-Saharan settings and provides policy and design recommendations for inclusive, interoperable systems.
DOI: 10.6084/m9.figshare.30173584.v1
title: Qualitative Interview Dataset on Challenges and Stakeholder Perspectives on Livestock Traceability Systems in Subtropical Botswana

description: This study examines stakeholder perspectives on the challenges facing livestock traceability in Botswana, focusing on systemic, institutional, and usability constraints that hinder effective implementation. Using a mixed-methods design, the study collected quantitative survey data and qualitative interview narratives from 66 participants, including farmers, veterinary officers, and policy actors, across all administrative districts in Botswana. NVivo-based analysis revealed that the current system, BAITS, is widely perceived as fragmented, inaccessible, and poorly adapted to local practices, especially among older and less digitally literate farmers. Key concerns included unreliable infrastructure, lack of inter-institutional coordination, and limited user engagement. Despite these challenges, participants expressed interest in affordable technologies, localized training, and cross-sector integration.The study contributes a grounded, context-sensitive understanding of livestock traceability in sub-Saharan settings and provides policy and design recommendations for inclusive, interoperable systems.
DOI: 10.15468/dl.87fmsf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scardinius graecus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002144-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c86zcs
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenolepisma lineata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 287 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002145-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17091684
title: Data related to: Atomistic simulations of irradiation damage on the engineering timescale: Examining the dose rate effect in tungsten
title: Atomistic simulation data and simulation logs: 1 mio atoms, from 0 to 0.3 dpa, tungsten irradiated from 500 to 800 K, at 1e-3 to 1e-5 dpa/second

description: Data set related to article "Atomistic simulations of irradiation damage on the engineering timescale: Examining the dose rate effect in tungsten" published in RCS Materials Advances, see the preprint on arXiv. 

The data consists of two types of simulations.

The first type is a post-irradiation annealing simulation of a 5 million atom single-crystal tungsten cell with periodic boundary conditions. The annealing starts at 0K and ends at 2500K, in steps of 25K with each step held for 1 ns. Only the log files are uploaded here, which contain potential energy, pressure, box dimensions, and so on: mdrecovery_simulation_logs.tar. The initial irradiated microstructure is taken from this previously published ZENODO repository.

The second type is an irradiation damage simulation in a 1 million atom single-crystal tungsten cell with periodic boundary conditions. Simulations we performed for various temperatures and dose rates, as indicated in the file names. We uploaded the simulation log files irradiation_simulation_logs.tar (which indicate dose in dpa), output files of the void volume fraction analysis irradiation_voidfraction_logs.tar, performed with the method described in https://doi.org/10.1103/PhysRevMaterials.5.095403. We also uploaded simulation snapshots in the LAMMPS dump file format, i.e. file W_10keV_500_1e-5.tar contains snapshots of tungsten irradiated at 500K with a dose rate of 1e-5 dpa/s. 

We also uploaded the void analysis output files used to construct the void size distribution, void_histogram_data.tar, and the experimental data set, experimental_data.tar. Note that the data from Reza et al. listed here is converted into thermal diffusivity, with the dose (dpa) scaled to match the threshold displacement energy of 90 eV used in this work.