cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/y2bp2fnj3t.2
title: Dataset for predicting indirect tensile strength of cement-stabilized soils using machine learning

description: This dataset compiles both literature-sourced data and self-generated experimental data on the indirect tensile strength (ITS) of cement-treated clay materials. The combined database serves as input for ITS predictive machine learning models.
DOI: 10.15468/dl.vw9z6p
title: Occurrence Download

description: A dataset containing 11913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Elleanthus C.Presl"
 ]
}

 The dataset includes 11913 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0314742-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vvk8m
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036027-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.773wph
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea suffruticosa Burch."
 ]
}

 The dataset includes 45 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033848-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9ge4u
title: Occurrence Download

description: A dataset containing 545962527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 545962527 records from 2239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236461-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18775109
title: Data from "Maximizing Reducing Potential of Fe3O4 Nanoparticles for Efficient Removal of Cr(VI) in Drinking Water"

description: Data used to publish the paper titled Maximizing Reducing Potential of Fe3O4 Nanoparticles for Efficient Removal of Cr(VI) in Drinking Water in the journal MDPI Water https://doi.org/10.3390/w18020260
DOI: 10.5281/zenodo.18775108
title: Data from "Maximizing Reducing Potential of Fe3O4 Nanoparticles for Efficient Removal of Cr(VI) in Drinking Water"

description: Data used to publish the paper titled Maximizing Reducing Potential of Fe3O4 Nanoparticles for Efficient Removal of Cr(VI) in Drinking Water in the journal MDPI Water https://doi.org/10.3390/w18020260
DOI: 10.5281/zenodo.18775123
title: CAMBER Dataset – Road Survey Video #13

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 1.73 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-25 17:15:24 UTC

**Processing Information:**
- Video ID: 13
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 13

**Machine Learning Model:**
- Model: models/Yolov8-fintuned-on-potholes.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.5281/zenodo.18775124
title: CAMBER Dataset – Road Survey Video #13

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 1.73 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-25 17:15:24 UTC

**Processing Information:**
- Video ID: 13
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 13

**Machine Learning Model:**
- Model: models/Yolov8-fintuned-on-potholes.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.5284/1139543
title: Evaluation at Land at Manor House, Riding Mill, Northumberland

description: null
DOI: 10.5281/zenodo.18774944
title: BG-SegNet Wound Data
DOI: 10.5281/zenodo.18774943
title: BG-SegNet Wound Data
DOI: 10.5281/zenodo.18774532
title: heliobolus_spekii_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18774531
title: heliobolus_spekii_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.9ujq89
title: Occurrence Download

description: A dataset listing the 305 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Centrale photovoltaïque de Farébersviller et Henriville - Inventaires pour le projet photovoltaïque à Farébersviller et Henriville (57)"
 ]
}

 The dataset's 305 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000403-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18761580
title: Datasets for THE EFFECTS OF ACCURACY AND CITATIONS ON USER TRUST IN AI CHATBOTS

description: Datasets collected and analyzed in the thesis AI chatbots and you: How AI chatbot behaviors affect user trust and performance (Chapter 2) and manuscript The Effects of Accuracy and Citations on User Trust in AI Chatbots. Please direct any questions regarding the data to jundiliu@iastate.edu or rayannebrackey@gmail.com.
DOI: 10.5281/zenodo.16413524
title: Output data from simulations supporting "Prognostic simulations of mixed-phase clouds with model AC-1D v1.0: the impact of aerosol types and freezing parameterizations on ice crystal budgets"

description: This dataset contains simulation output data supporting the publication "Prognostic simulations of mixed-phase clouds with model AC-1D v1.0: the impact of aerosol types and freezing parameterizations on ice crystal budgets". This dataset can be used to reproduce the figures in the publication. Updated to include an additional figure; file and directory names were revised accordingly to maintain consistent figure-to-data mapping.
DOI: 10.5281/zenodo.18288125
title: Output data from simulations supporting "Prognostic simulations of mixed-phase clouds with model AC-1D v1.0: the impact of aerosol types and freezing parameterizations on ice crystal budgets"

description: This dataset contains simulation output data supporting the publication "Prognostic simulations of mixed-phase clouds with model AC-1D v1.0: the impact of aerosol types and freezing parameterizations on ice crystal budgets". This dataset can be used to reproduce the figures in the publication. Updated to include an additional figure; file and directory names were revised accordingly to maintain consistent figure-to-data mapping.
DOI: 10.5281/zenodo.18761579
title: Datasets for THE EFFECTS OF ACCURACY AND CITATIONS ON USER TRUST IN AI CHATBOTS

description: Datasets collected and analyzed in the thesis AI chatbots and you: How AI chatbot behaviors affect user trust and performance (Chapter 2) and manuscript The Effects of Accuracy and Citations on User Trust in AI Chatbots. Please direct any questions regarding the data to jundiliu@iastate.edu or rayannebrackey@gmail.com.
DOI: 10.6084/m9.figshare.31412471
title: <b>Dataset fo</b><b>r</b>: A river runs through it: intraspecific variability in hotter-drought-related physiological traits across the Mississippi divide in <i>Pinus taeda</i> L.

description: This dataset supports the manuscript entitled “A river runs through it: intraspecific variability in hotter-drought-related physiological traits across the Mississippi divide in <i>Pinus taeda</i> L.”.It all physiological measurements (allometric, growth and survival traits) collected from the 49 studied trees used in the analyses presented in the manuscript.It also includes the SurEau Master files used to run the simulations described in the study. These files correspond to the parameterization and input configurations used for the model simulations.The dataset enables full reproducibility of the analyses and simulations presented in the manuscript.
DOI: 10.6084/m9.figshare.31412471.v1
title: <b>Dataset fo</b><b>r</b>: A river runs through it: intraspecific variability in hotter-drought-related physiological traits across the Mississippi divide in <i>Pinus taeda</i> L.

description: This dataset supports the manuscript entitled “A river runs through it: intraspecific variability in hotter-drought-related physiological traits across the Mississippi divide in <i>Pinus taeda</i> L.”.It all physiological measurements (allometric, growth and survival traits) collected from the 49 studied trees used in the analyses presented in the manuscript.It also includes the SurEau Master files used to run the simulations described in the study. These files correspond to the parameterization and input configurations used for the model simulations.The dataset enables full reproducibility of the analyses and simulations presented in the manuscript.
DOI: 10.15468/9fkqup
title: DFO Maritimes Region: Biodiversity assessment of fish communities of the St. Anns Bank MPA, Gully MPA, and Fundian Channel-Browns Bank Area of Interest using eDNA metabarcoding (12S)

description: Perley Offshore 2024 eDNA data collection at two Marine Protected Areas (St. Anns Bank, Gully) and one Area of Interest (Fundian Channel-Browns Bank) in the Maritimes Region targeting the 12S gene region. eDNA samples were collected to target key
benthic habitats and obtain representative biodiversity data. One eDNA cast was conducted per station, where a CTD rosette was deployed within 2 meters of the recorded depth. Data for the COI gene are also available in OBIS.
DOI: 10.15468/dl.bj5yum
title: Occurrence Download

description: A dataset containing 2611469227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 2611469227 records from 29865 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009835-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhpr8k
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001106-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x1nfww
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001108-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbtgsd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001110-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rki0y
title: Occurrence Download

description: A dataset containing 74760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galium odoratum (L.) Scop.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 74760 records from 336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010886-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kmjwc
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017914-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zuurn
title: Occurrence Download

description: A dataset containing 1393 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aneides vagrans Wake & Jackman, 1999"
 ]
}

 The dataset includes 1393 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010929-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfihbf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001116-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5v8yib
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001107-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.09cohs
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001115-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyunbu
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus deserticola Trel.",
 "Year 1980-2024"
 ]
}

 The dataset includes 441 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075005-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrbcmq
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001109-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhpfhv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001118-150805223722583/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8lpbis
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001119-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzjics
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001118-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq1ur1
title: Occurrence Download

description: A dataset containing 14336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmognathus monticola Dunn, 1916"
 ]
}

 The dataset includes 14336 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011010-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkdacr
title: Occurrence Download

description: A dataset containing 470042104 species occurrences available in GBIF matching the query:
{
 "HasCoordinate" : [
 "is true"
 ]
}

 The dataset includes 470042104 records from 11606 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001120-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skksdq
title: Occurrence Download

description: A dataset containing 3006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helosciadium repens (Jacq.) W.D.J.Koch",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3006 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026765-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syc5v0
title: Occurrence Download

description: A dataset containing 6193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium micranthum Viv.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6193 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001040-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkjdgr
title: Occurrence Download

description: A dataset containing 8674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apium graveolens L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8674 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001050-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.