cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14228020
title: Dataset for "Temperature Dependence of the Low-Frequency Electrical Properties of Partially Frozen Rocks"

description: This dataset includes the temperature-dependent SIP measurements and the results of the Cole-Cole model fits (incl. error estimates) of the eight samples reported in "Temperature Dependence of the Low-Frequency Electrical Properties of Partially Frozen Rocks".

Details of the measurement setup and the Cole-Cole model fit are provided in the manuscript. Details of the data format are provided in the readme.md files.
DOI: 10.15468/dl.4g5xzj
title: Occurrence Download

description: A dataset containing 7501614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Poecile carolinensis)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 7501614 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010364-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbvtm6
title: Occurrence Download

description: A dataset containing 621770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anguilla anguilla)",
 "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 621770 records from 511 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010377-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xeh5w8
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelorinchus leptorhinus"
 ]
}

 The dataset includes 76 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010394-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhh6vk
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Laticilla cinerascens)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 465 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010396-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8erc27
title: Occurrence Download

description: A dataset containing 10156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Calochortus albus"
 ]
}

 The dataset includes 10156 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010392-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgrj5g
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus eragrostis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 350 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010395-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13qbgdm
title: Pier structure geometry data for section and side views at selected bridge sites in Montana

description: The U.S. Geological Survey (USGS), in cooperation with the Montana Department of Transportation (MDT), collected various data at selected bridges in Montana. The data collected in the field included streambed cross-section data, longitudinal streambed profile data, and water-surface profile data. Efforts included overlaying pier structure geometry on the plots to demonstrate the position of the piers relative to the various data collected in the field. The term "pier structure geometry" includes all structural components of the pier including any piles, footings, seals, pads, and pier superstructure that extends upwards to the beams or girders. Pier structure geometry data were obtained from dimensions on MDT engineering drawings that reflect the as-built pier structures. The MDT dimension data were used with datum information obtained by USGS or MDT surveys to convert vertical dimension data to North American Vertical Datum of 1988 (NAVD88). The purpose of incorporating the pier structure geometry data with the data collected in the field is to determine if scour and channel instability occur in the vicinity of the bridge structures. Data were processed, analyzed, and compiled for bridge scour monitoring, facilitating better understanding, documentation, and prediction of scour processes.
DOI: 10.6084/m9.figshare.29821676
title: Data of Figures for paper

description: Data sets from Figure 1 to Figure 6. Data descriptions are embedded in txt files.
DOI: 10.6084/m9.figshare.29821676.v1
title: Data of Figures for paper

description: Data sets from Figure 1 to Figure 6. Data descriptions are embedded in txt files.
DOI: 10.15468/dl.jrn39d
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leiopicus auriceps)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010397-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2nm6h
title: Occurrence Download

description: A dataset containing 24937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leiopicus mahrattensis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 24937 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010398-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14913685
title: Analysing the pedagogical benefits of virtual reality in Middle and Secondary Schools:  A focused study

description: Virtual Reality (VR) is increasingly being integrated into middle and secondary school education, offering immersive and interactive learning experiences. This focused study explores the pedagogical benefits of VR as a digital learning tool, examining its affordances, challenges, and its impact on student engagement and knowledge retention. Drawing on classroom observations and narrative interviews with educators, the research highlights VR’s potential to enhance student motivation, facilitate experiential learning, and support diverse educational needs. It also identifies key challenges, including curriculum integration, teacher training, logistical constraints, and student distractions. The findings underscore the importance of structured curriculum mapping, ongoing professional development, and institutional support to ensure effective implementation. By providing context-specific insights and practical recommendations from the participant teachers as well as from the literature, this research contributes to the academic discourse on immersive technologies in education and offers guidance for educators and policymakers aiming to leverage VR to improve teaching and learning outcomes.
DOI: 10.5281/zenodo.14913684
title: Analysing the pedagogical benefits of virtual reality in Middle and Secondary Schools:  A focused study

description: Virtual Reality (VR) is increasingly being integrated into middle and secondary school education, offering immersive and interactive learning experiences. This focused study explores the pedagogical benefits of VR as a digital learning tool, examining its affordances, challenges, and its impact on student engagement and knowledge retention. Drawing on classroom observations and narrative interviews with educators, the research highlights VR’s potential to enhance student motivation, facilitate experiential learning, and support diverse educational needs. It also identifies key challenges, including curriculum integration, teacher training, logistical constraints, and student distractions. The findings underscore the importance of structured curriculum mapping, ongoing professional development, and institutional support to ensure effective implementation. By providing context-specific insights and practical recommendations from the participant teachers as well as from the literature, this research contributes to the academic discourse on immersive technologies in education and offers guidance for educators and policymakers aiming to leverage VR to improve teaching and learning outcomes.
DOI: 10.15468/dl.63388n
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus macrosemius",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010401-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p37wd8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schinus molle",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010399-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yzwmt
title: Occurrence Download

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

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010400-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kfh8g
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caelorinchus leptorhinus"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010402-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8xjdb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leporinus pearsoni)",
 "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 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010405-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ja698
title: Occurrence Download

description: A dataset containing 946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andropogon virginicus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 946 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010404-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5uaq7
title: Occurrence Download

description: A dataset containing 16697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leiopicus medius)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 16697 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010403-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/23665
title: Chandra X-ray Observatory ObsId 23665

description: Event Horizon Dynamics: Joint Chandra/EHT Imaging of Sgr A* and M87
DOI: 10.25574/23666
title: Chandra X-ray Observatory ObsId 23666

description: Event Horizon Dynamics: Joint Chandra/EHT Imaging of Sgr A* and M87
DOI: 10.15468/dl.mwykwy
title: Occurrence Download

description: A dataset containing 5229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leioptila annectens)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 5229 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010406-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/23667
title: Chandra X-ray Observatory ObsId 23667

description: Event Horizon Dynamics: Joint Chandra/EHT Imaging of Sgr A* and M87
DOI: 10.5281/zenodo.16537495
title: "Catchment productivity controls local species richness of hyporheic invertebrate communities in tropical New Caledonia streams"

description: This dataset allows to reproduce the statistical analysis whose results are presented in the article:"Catchment productivity controls local species richness of hyporheic invertebrate communities in tropical New Caledonia streams" 

In all tables, the 228 freshwater hyporheic sites are identified by a code ("Site_Code") and coordinates in decimal degrees WGS 84 ("X_long","Y_lat").

- File "Env_predictors_response_variables_Mouron_et_al_2025.csv" : main dataset with abundance, observed richness and estimated richness at a sample coverage level of 95% for total community, fast-growing species and slow-growing species, together with local and catchment predictors. 

The nine local predictors describe in-stream habitat conditions : dissolved oxygen ("DO", mg/L), redox potential ("Redox_potential", mV), pH ("pH"), specific conductance("Sp_conductance", µS/cm), temperature of hyporheic water ("Temperature",  degree Celsius), mean annual air temperature ("Mean_annual_temp",  degree Celsius), river width ("River_width", m), elevation ("Elevation", m), stream slope ("Stream_slope", m/m).

The nine catchments predictors describe the entire upstream contributing catchment : catchment area ("Catchment_area", km2), areal proportion of peridotite ("Peridotite", %), normalized difference vegetation index ("NDVI"), three land cover predictors ("Landcover1", "Landcover2", "Landcover3"), mean annual precipitation ("Precipitation", mm/year), low flow specific discharge ("Discharge", L/s/km2), areal proportion of surfaces eroded by mining activities ("Mining").

Column headings for abundance and species richness data are as follows. 

“Abundance_Surf”: abundance of fast-growing species; “Abundance_GW”: abundance of slow-growing species; “Total_abundance”: total abundance; “Richness_Surf”: observed richness for the fast-growing species; “Richness_GW”: observed richness for the slow-growing species; “Total_Richness”: observed richness for the total community; “qD_Surf”: estimated richness (at a sample coverage level of 95%) for the fast-growing species; “qD_Surf_rd”: rounded value of estimated richness for the fast-growing species; “qD_GW”: estimated richness for the slow-growing species; “qD_GW_rd”: rounded value of estimated richness for the slow-growing species; “qD_Tot”: estimated richness for the total community; “qD_Tot_rd”: rounded value of estimated richness for the total community.

- File "Sample_species_data_Mouron_et_al_2025.csv": species per site data. OTU: operational taxonomic unit; MOTU: molecular operational taxonomic unit.
DOI: 10.15468/dl.g3kzfn
title: Occurrence Download

description: A dataset containing 2822 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Chiroptera sounds from around the world"
 ]
}

 The dataset includes 2822 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010407-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5cae7
title: Occurrence Download

description: A dataset containing 19691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leiothrix argentauris)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 19691 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010408-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecjuej
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.15_2",
 "Geometry POLYGON((-114.87077 -14.55635,-37.12923 -14.55635,-37.12923 16.55635,-114.87077 16.55635,-114.87077 -14.55635))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Micrurus mipartitus",
 "Year 2020-2025"
 ]
}

 The dataset includes 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010411-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23729/fd-7b657799-083c-364d-b456-04c393420aa9
title: Machine learning interatomic potential for studying radiation effects in germanium - The dataset

description: This dataset supplies training data for a Gaussian Approximation Potential for germanium, developed specifically for radiation damage studies. It encompasses 451 structures from dimers, multiple bulk crystal phases, liquid configurations at various temperatures, a diverse range of defect structures, and other relevant configurations. All structures are stored in extended XYZ format, with each configuration annotated by total energy, atomic forces, and virial stresses calculated via DFT at the PBE level using VASP. Additional details on dataset generation and DFT calculations are provided in the published paper.
DOI: 10.15468/dl.b5ndvz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio iranicus",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010409-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g785fc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABY9985"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010410-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.temqya
title: Occurrence Download

description: A dataset containing 2288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valeriana officinalis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2288 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010412-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15526290
title: Otolith oxygen isotope profiles as potential indicators of large-scale migrations in Atlantic bluefin tuna (Thunnus thynnus)

description: Dataset to accompany the manuscript: Otolith oxygen isotope profiles as potential indicators of large-scale migrations in Atlantic bluefin tuna (Thunnus thynnus) (in review - doi to follow)

The dataset contains three data files and a "Read Me" file that explains the data structure and source.