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

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.8688 24.44913, -108.7188 24.44913, -108.7188 24.59913, -108.8688 24.59913, -108.8688 24.44913))"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043404-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17644422
title: CircThread Dataset Deliverable 6.2 Use Cases Diagrams

description: Dataset supporting Deliverable 6.2.
DOI: 10.5281/zenodo.17644423
title: CircThread Dataset Deliverable 6.2 Use Cases Diagrams

description: Dataset supporting Deliverable 6.2.
DOI: 10.15468/dl.abhxf7
title: Occurrence Download

description: A dataset containing 28353907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Country is Sweden",
 "DatasetKey is Artportalen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC0 1.0",
 "Month is one of (January, February, December, November, October, September, August, June, July, May, April, March)",
 "TaxonKey is Aves",
 "Year 2020-2025"
 ]
}

 The dataset includes 28353907 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043377-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wamht
title: Occurrence Download

description: A dataset containing 1263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 6.36503716905635",
 "DecimalLongitude is less than 6.36809672224075",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1263 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043405-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26180/29826530
title: Henstridge et al., 2025_Datasets and R scripts

description: R-scripts and excel spreadsheets for results presented in Henstridge et al., 2025. Each excel spreadsheet is labelled with corresponding figure number.
DOI: 10.26180/29826530.v1
title: Henstridge et al., 2025_Datasets and R scripts

description: R-scripts and excel spreadsheets for results presented in Henstridge et al., 2025. Each excel spreadsheet is labelled with corresponding figure number.
DOI: 10.5281/zenodo.15801551
title: Supporting materials and R code for: Brown et al. West Coast of Vancouver Island Natural-Origin Chinook Salmon (Oncorhynchus tshawytscha) Stock Assessment

description: Reference materials, data, and R code to replicate analyses in Brown et al. West Coast of Vancouver Island Natural-Origin Chinook Salmon (Oncorhynchus tshawytscha) Stock Assessment in 2024. CSAS Research Document. Publication info and link to follow when prepared.
DOI: 10.5281/zenodo.13620982
title: Supporting materials and R code for: Brown et al. West Coast of Vancouver Island Natural-Origin Chinook Salmon (Oncorhynchus tshawytscha) Stock Assessment

description: Reference materials, data, and R code to replicate analyses in Brown et al. West Coast of Vancouver Island Natural-Origin Chinook Salmon (Oncorhynchus tshawytscha) Stock Assessment in 2024. CSAS Research Document. Publication info and link to follow when prepared.
DOI: 10.15131/shef.data.29015291
title: Modelling results of the study "Doomed descent? How fast sulphate signals diffuse in the EPICA Dome C ice column"

description: The Excel file "computed_data.xlsx" given at this repository contains the computed numerical data shown in Figures 4, 6, 7, 8, 9, 10 and S3 of the manuscript indicated below.<br>Reference:Ng, F. S. L., Rhodes, R. H., Fudge, T. J., and Wolff, E. W.: Doomed descent? How fast sulphate signals diffuse in the EPICA Dome C ice column. EGUsphere preprint: https://egusphere.copernicus.org/preprints/2025/egusphere-2025-1566/License for the data file: CC BY 4.0.Abstract of the study:The loss of climate information due to smoothing of ionic impurity signals in ice provides a strong motivation for understanding their diffusion rates at ice-core sites. By analysing sulphate signals in the EPICA Dome C (EDC) core, recent studies estimated the vertical profile of effective diffusivity <i>D</i><sub>eff</sub> at that site. However, <i>D</i><sub>eff</sub> crudely approximates the local diffusivity <i>D</i> in the ice, it being a nonuniform-weighted average of <i>D</i> over large intervals. We formulate the mathematical inversion for retrieving the <i>D</i> profile from observed signals, which reconciles the findings of the earlier studies as well as elucidating the averaging approximation. Inversion for EDC sulphate reveals a rapid decrease in <i>D</i> through the firn layer – from ≈ 10<sup>–6</sup> m<sup>2</sup> yr<sup>–1</sup> at the surface to ≈ 1.7 ´ 10<sup>–8</sup> m<sup>2</sup> yr<sup>–1</sup> at the firn-ice transition (≈ 100 m depth, ≈ 2.5 ka), followed by a gradual decline to ≈ 10<sup>–10 </sup>m<sup>2</sup> yr<sup>–1</sup> through 100–2700 m (2.5–390 ka). This profile enables new interpretation of sulphate transport in the EDC column. We propose vapour diffusion of H<sub>2</sub>SO<sub>4</sub> through interconnecting air pores as the cause of the high firn diffusivity. By evaluating the mechanisms controlling <i>D</i> below the firn (diffusion through ice crystals, liquid veins and grain boundaries and diffusion arising from interfacial motion), we infer a dominant partitioning of signals immediately below the firn to a connected vein system, and progressive smoothing of vein signals by Gibbs–Thomson diffusion down to ≈ 2000 m depth, which leaves more and more of the remaining signals to grain boundaries. We conclude that those sulphate signals that survive the initial fast diffusion in the firn to “punch through” to its base might survive into deep ice, and that EDC sulphate preserves a strongly filtered history of volcanic and climatic forcing that underrepresents changes and events shorter than a few years. For the Beyond EPICA – Oldest Ice and Million Year Ice Core drilling sites on Little Dome C, calculations assuming a diffusivity profile like our EDC profile and not exceeding 10<sup>–10 </sup>m<sup>2</sup> yr<sup>–1</sup> in ice older than 450 ka constrain the sulphate diffusion length in ice 1–2 Ma old to 2 cm at most, and probably as low as ≈ 1 cm, for atmospheric-sourced signals that experienced only diffusion and mechanical shortening in the column.<br><br><br><br>
DOI: 10.15131/shef.data.29015291.v1
title: Modelling results of the study "Doomed descent? How fast sulphate signals diffuse in the EPICA Dome C ice column"

description: The Excel file "computed_data.xlsx" given at this repository contains the computed numerical data shown in Figures 4, 6, 7, 8, 9, 10 and S3 of the manuscript indicated below.<br>Reference:Ng, F. S. L., Rhodes, R. H., Fudge, T. J., and Wolff, E. W.: Doomed descent? How fast sulphate signals diffuse in the EPICA Dome C ice column. EGUsphere preprint: https://egusphere.copernicus.org/preprints/2025/egusphere-2025-1566/License for the data file: CC BY 4.0.Abstract of the study:The loss of climate information due to smoothing of ionic impurity signals in ice provides a strong motivation for understanding their diffusion rates at ice-core sites. By analysing sulphate signals in the EPICA Dome C (EDC) core, recent studies estimated the vertical profile of effective diffusivity <i>D</i><sub>eff</sub> at that site. However, <i>D</i><sub>eff</sub> crudely approximates the local diffusivity <i>D</i> in the ice, it being a nonuniform-weighted average of <i>D</i> over large intervals. We formulate the mathematical inversion for retrieving the <i>D</i> profile from observed signals, which reconciles the findings of the earlier studies as well as elucidating the averaging approximation. Inversion for EDC sulphate reveals a rapid decrease in <i>D</i> through the firn layer – from ≈ 10<sup>–6</sup> m<sup>2</sup> yr<sup>–1</sup> at the surface to ≈ 1.7 ´ 10<sup>–8</sup> m<sup>2</sup> yr<sup>–1</sup> at the firn-ice transition (≈ 100 m depth, ≈ 2.5 ka), followed by a gradual decline to ≈ 10<sup>–10 </sup>m<sup>2</sup> yr<sup>–1</sup> through 100–2700 m (2.5–390 ka). This profile enables new interpretation of sulphate transport in the EDC column. We propose vapour diffusion of H<sub>2</sub>SO<sub>4</sub> through interconnecting air pores as the cause of the high firn diffusivity. By evaluating the mechanisms controlling <i>D</i> below the firn (diffusion through ice crystals, liquid veins and grain boundaries and diffusion arising from interfacial motion), we infer a dominant partitioning of signals immediately below the firn to a connected vein system, and progressive smoothing of vein signals by Gibbs–Thomson diffusion down to ≈ 2000 m depth, which leaves more and more of the remaining signals to grain boundaries. We conclude that those sulphate signals that survive the initial fast diffusion in the firn to “punch through” to its base might survive into deep ice, and that EDC sulphate preserves a strongly filtered history of volcanic and climatic forcing that underrepresents changes and events shorter than a few years. For the Beyond EPICA – Oldest Ice and Million Year Ice Core drilling sites on Little Dome C, calculations assuming a diffusivity profile like our EDC profile and not exceeding 10<sup>–10 </sup>m<sup>2</sup> yr<sup>–1</sup> in ice older than 450 ka constrain the sulphate diffusion length in ice 1–2 Ma old to 2 cm at most, and probably as low as ≈ 1 cm, for atmospheric-sourced signals that experienced only diffusion and mechanical shortening in the column.<br><br><br><br>
DOI: 10.15468/dl.czqefp
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.7188 24.44913, -108.5688 24.44913, -108.5688 24.59913, -108.7188 24.59913, -108.7188 24.44913))"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043406-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2lrq03
title: CCDC 2406065: Experimental Crystal Structure Determination

description: Related Article: Tobias Lapić, Rebecca Felicia Maier, Mathias S. Wickleder|2025|Z.Anorg.Allg.Chem.|651|e202500129|doi:10.1002/zaac.202500129
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lrq36
title: CCDC 2406068: Experimental Crystal Structure Determination

description: Related Article: Tobias Lapić, Rebecca Felicia Maier, Mathias S. Wickleder|2025|Z.Anorg.Allg.Chem.|651|e202500129|doi:10.1002/zaac.202500129
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lrq47
title: CCDC 2406069: Experimental Crystal Structure Determination

description: Related Article: Tobias Lapić, Rebecca Felicia Maier, Mathias S. Wickleder|2025|Z.Anorg.Allg.Chem.|651|e202500129|doi:10.1002/zaac.202500129
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lrq58
title: CCDC 2406070: Experimental Crystal Structure Determination

description: Related Article: Tobias Lapić, Rebecca Felicia Maier, Mathias S. Wickleder|2025|Z.Anorg.Allg.Chem.|651|e202500129|doi:10.1002/zaac.202500129
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34740/kaggle/dsv/13783748
title: List Benchmarks Kaggle
DOI: 10.15468/dl.yw24d2
title: Occurrence Download

description: A dataset containing 1004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 6.36809672224075",
 "DecimalLongitude is less than 6.37115627542514",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1004 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043407-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpmsje
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabidopsis petrogena"
 ]
}

 The dataset includes 350 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043408-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7cuwm
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.5688 24.44913, -108.4188 24.44913, -108.4188 24.59913, -108.5688 24.59913, -108.5688 24.44913))"
 ]
}

 The dataset includes 44 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043409-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68yjf2
title: Occurrence Download

description: A dataset containing 974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 6.37115627542514",
 "DecimalLongitude is less than 6.37421582860954",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 974 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043410-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17644361
title: Supporting materials and R code for: Brown et al. Barkley Sound lake-type Sockeye salmon (Oncorhynchus nerka) stock assessment in 2025

description: Data and analyses supporting development of a Research Document & Fisheries Science Advisory Report for Barkley Sound Sockeye salmon.

Background on the regulatory context can be found here.
DOI: 10.5281/zenodo.17644362
title: Supporting materials and R code for: Brown et al. Barkley Sound lake-type Sockeye salmon (Oncorhynchus nerka) stock assessment in 2025

description: Data and analyses supporting development of a Research Document & Fisheries Science Advisory Report for Barkley Sound Sockeye salmon.

Background on the regulatory context can be found here.
DOI: 10.15468/dl.e7hwyv
title: Occurrence Download

description: A dataset containing 8916 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asarum caudatum"
 ]
}

 The dataset includes 8916 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043411-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a93db6
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.4188 24.44913, -108.2688 24.44913, -108.2688 24.59913, -108.4188 24.59913, -108.4188 24.44913))"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043412-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17644433
title: CircThread Dataset Deliverable 6.3 Sequence Diagram

description: Dataset supporting Deliverable 6.3.
DOI: 10.5281/zenodo.17644434
title: CircThread Dataset Deliverable 6.3 Sequence Diagram

description: Dataset supporting Deliverable 6.3.
DOI: 10.15468/dl.g7ncgb
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.2688 24.44913, -108.1188 24.44913, -108.1188 24.59913, -108.2688 24.59913, -108.2688 24.44913))"
 ]
}

 The dataset includes 30 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043414-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ascfvn
title: Occurrence Download

description: A dataset containing 9364060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Country is Sweden",
 "DatasetKey is Artportalen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "Year 2024-2025"
 ]
}

 The dataset includes 9364060 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043397-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3yjpj
title: Occurrence Download

description: A dataset containing 374864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pimpinella saxifraga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 374864 records from 1334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043376-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15272865
title: Zestawienie danych dylatometrycznych dla badanych materiałów anodowych

description: Zestawienie danych dylatometrycznych dla badanych materiałów anodowych - grafitu oraz kompozytów krzemowo-grafitowych.
DOI: 10.5281/zenodo.15272866
title: Zestawienie danych dylatometrycznych dla badanych materiałów anodowych

description: Zestawienie danych dylatometrycznych dla badanych materiałów anodowych - grafitu oraz kompozytów krzemowo-grafitowych.
DOI: 10.15468/dl.tbarwy
title: Occurrence Download

description: A dataset containing 176562 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea cyanus L."
 ]
}

 The dataset includes 176562 records from 1539 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012410-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5hxkk
title: Occurrence Download

description: A dataset containing 6411186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belize",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 6411186 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011330-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15325742
title: Supporting data for the paper "Using texture-based image segmentation and machine learning with high-resolution satellite imagery to assess permafrost degradation in the Russian High Arctic"

description: Accompanying data for the paper "Using texture-based image segmentation and machine learning with high-resolution satellite imagery to assess permafrost degradation in the Russian High Arctic" (Preprint: DOI 10.22541/essoar.173965735.56131153/v1).

For the description of the available data please refer to the file: "README_explanation_folder_contents.txt".

For the complete file list, please refer to the file: "README_complete_file_list.txt".

 

Origin of the data used in this study:



The original Hexagon (KH-9PC) imagery was provided by the United States Geological Survey Earth Resources Observation and Science (EROS) Center and can be freely downloaded from the EarthExplorer (https://earthexplorer.usgs.gov/). The georeferenced KH-9PC imagery is provided in this data repository.

The SPOT-7 imagery (© Airbus DS) was provided through the Bundesamt für Kartographie und Geodäsie (German Federal Agency for Cartography and Geodesy) (project #843370_230713_079_003) and ESA through their Third Party Mission program (project ID-54054) under a Standard Multi END-Users Licence Agreement, which restricts data dissemination. Therefore this data cannot be shared.
DOI: 10.5281/zenodo.15325741
title: Supporting data for the paper "Using texture-based image segmentation and machine learning with high-resolution satellite imagery to assess permafrost degradation in the Russian High Arctic"

description: Accompanying data for the paper "Using texture-based image segmentation and machine learning with high-resolution satellite imagery to assess permafrost degradation in the Russian High Arctic" (Preprint: DOI 10.22541/essoar.173965735.56131153/v1).

For the description of the available data please refer to the file: "README_explanation_folder_contents.txt".

For the complete file list, please refer to the file: "README_complete_file_list.txt".

 

Origin of the data used in this study:



The original Hexagon (KH-9PC) imagery was provided by the United States Geological Survey Earth Resources Observation and Science (EROS) Center and can be freely downloaded from the EarthExplorer (https://earthexplorer.usgs.gov/). The georeferenced KH-9PC imagery is provided in this data repository.

The SPOT-7 imagery (© Airbus DS) was provided through the Bundesamt für Kartographie und Geodäsie (German Federal Agency for Cartography and Geodesy) (project #843370_230713_079_003) and ESA through their Third Party Mission program (project ID-54054) under a Standard Multi END-Users Licence Agreement, which restricts data dissemination. Therefore this data cannot be shared.