cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5sq224
title: Occurrence Download

description: A dataset containing 3541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((28.14302 46.97074,60.29955 46.97074,60.29955 59.81876,28.14302 59.81876,28.14302 46.97074))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xanthium orientale L."
 ]
}

 The dataset includes 3541 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029679-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c74vzj
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.21_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Cervus albirostris Przewalski, 1883",
 "Year 1000-2020"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029684-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gby9nt
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Cathaya argyrophylla Chun & Kuang",
 "Year 1899-2025"
 ]
}

 The dataset includes 115 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029682-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvkr5v
title: Occurrence Download

description: A dataset containing 4657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leiothrix lutea (Scopoli, 1786)"
 ]
}

 The dataset includes 4657 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029683-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6838r
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.21_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Pantholops hodgsonii (Abel, 1826)",
 "Year 1000-2020"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029685-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgmcux
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.21_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Equus kiang Moorcroft, 1841",
 "Year 1000-2020"
 ]
}

 The dataset includes 36 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029688-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.28890959
title: Catalogue of compact radio sources in Messier-82 from e-MERLIN observations

description: This dataset presents a catalogue of compact radio sources identified in the central region of the starburst galaxy Messier 82 (M82) using 2016 L-Band (1–2 GHz) continuum data from the e-MERLIN interferometer. The observations were conducted at a central frequency of 1.5 GHz.The data were processed using the e-MERLIN CASA pipeline for initial calibration. Subsequent data inspection, flagging, and automated calibration were performed using CASA (Common Astronomy Software Applications). The calibrated visibilities were then imaged using Briggs weighting, resulting in a synthesized beam size of 0.17 arcsec × 0.13 arcsec.A total of 36 compact radio sources were identified in the central region of M82 from the resulting image (Figure 3.1) based on the following criteria: a signal-to-noise (S/N) ratio of at least 6, absence of contamination from diffuse emission (due to the uv-coverage of the e-MERLIN baselines, Figure 2.3), and a compact or slightly elongated morphology. Source finding was initially performed using Python Blob Detection and Source Finder (PyBDSF).The dataset includes two tables detailing the properties of these 36 sources:<b>Table 3.1: CASA </b><code><strong>imfit</strong></code><b> Source Catalogue</b>This table contains source parameters derived using the CASA task <code>imfit</code>. For each source, an elliptical region was manually defined to encompass its emission, and a Gaussian fit was performed. The table includes the following columns:(1) Source Number (sequential identifier)(2) Source Name(3) Right Ascension Offset (arcseconds from 09h55m00s J2000)(4) Declination Offset (arcseconds from 69d40m00s J2000)(5) Peak 1.5 GHz Flux Density (mJy/beam)(6) Integrated 1.5 GHz Flux Density (mJy)(7) Signal-to-Noise Ratio<b>Note: </b>For a subset of sources (2, 12, 18, and 36), where the initial Gaussian fit yielded an integrated flux density lower than the peak flux density, the peak flux density was adopted as the representative integrated flux density for these entries.<b>Table 3.2: PyBDSF Source Catalogue</b>This table presents source parameters for the same 36 sources, as determined by the automated PyBDSF algorithm. The columns are analogous to Table 3.1, providing an independent set of measurements based on automated source detection and Gaussian fitting.<b>Figures:</b>Accompanying this dataset are contour images (Figure 3.2) for each of the 36 identified sources, visually representing their morphology and emission. The source numbers in the figure captions correspond to the Source Number column in both Table 3.1 and Table 3.2.<b>Data Access:</b>The reduced e-MERLIN continuum data used in this study is available at: https://www.e-merlin.ac.uk/distribute/CY3/CY3210/CY3210.html.
DOI: 10.25403/upresearchdata.28890959.v2
title: Catalogue of compact radio sources in Messier-82 from e-MERLIN observations

description: This dataset presents a catalogue of compact radio sources identified in the central region of the starburst galaxy Messier 82 (M82) using 2016 L-Band (1–2 GHz) continuum data from the e-MERLIN interferometer. The observations were conducted at a central frequency of 1.5 GHz.The data were processed using the e-MERLIN CASA pipeline for initial calibration. Subsequent data inspection, flagging, and automated calibration were performed using CASA (Common Astronomy Software Applications). The calibrated visibilities were then imaged using Briggs weighting, resulting in a synthesized beam size of 0.17 arcsec × 0.13 arcsec.A total of 36 compact radio sources were identified in the central region of M82 from the resulting image (Figure 3.1) based on the following criteria: a signal-to-noise (S/N) ratio of at least 6, absence of contamination from diffuse emission (due to the uv-coverage of the e-MERLIN baselines, Figure 2.3), and a compact or slightly elongated morphology. Source finding was initially performed using Python Blob Detection and Source Finder (PyBDSF).The dataset includes two tables detailing the properties of these 36 sources:<b>Table 3.1: CASA </b><code><strong>imfit</strong></code><b> Source Catalogue</b>This table contains source parameters derived using the CASA task <code>imfit</code>. For each source, an elliptical region was manually defined to encompass its emission, and a Gaussian fit was performed. The table includes the following columns:(1) Source Number (sequential identifier)(2) Source Name(3) Right Ascension Offset (arcseconds from 09h55m00s J2000)(4) Declination Offset (arcseconds from 69d40m00s J2000)(5) Peak 1.5 GHz Flux Density (mJy/beam)(6) Integrated 1.5 GHz Flux Density (mJy)(7) Signal-to-Noise Ratio<b>Note: </b>For a subset of sources (2, 12, 18, and 36), where the initial Gaussian fit yielded an integrated flux density lower than the peak flux density, the peak flux density was adopted as the representative integrated flux density for these entries.<b>Table 3.2: PyBDSF Source Catalogue</b>This table presents source parameters for the same 36 sources, as determined by the automated PyBDSF algorithm. The columns are analogous to Table 3.1, providing an independent set of measurements based on automated source detection and Gaussian fitting.<b>Figures:</b>Accompanying this dataset are contour images (Figure 3.2) for each of the 36 identified sources, visually representing their morphology and emission. The source numbers in the figure captions correspond to the Source Number column in both Table 3.1 and Table 3.2.<b>Data Access:</b>The reduced e-MERLIN continuum data used in this study is available at: https://www.e-merlin.ac.uk/distribute/CY3/CY3210/CY3210.html.
DOI: 10.25403/upresearchdata.28890959.v1
title: Investigating star-formation and supernovae in Messier-82

description: This dataset presents a catalogue of compact radio sources identified in the central region of the starburst galaxy Messier 82 (M82) using 2016 L-Band (1–2 GHz) continuum data from the e-MERLIN interferometer. The observations were conducted at a central frequency of 1.5 GHz.The data were processed using the e-MERLIN CASA pipeline for initial calibration. Subsequent data inspection, flagging, and automated calibration were performed using CASA (Common Astronomy Software Applications). The calibrated visibilities were then imaged using Briggs weighting, resulting in a synthesized beam size of 0.17 arcsec × 0.13 arcsec.A total of 36 compact radio sources were identified in the central region of M82 from the resulting image (Figure 3.1) based on the following criteria: a signal-to-noise (S/N) ratio of at least 6, absence of contamination from diffuse emission (due to the uv-coverage of the e-MERLIN baselines, Figure 2.3), and a compact or slightly elongated morphology. Source finding was initially performed using Python Blob Detection and Source Finder (PyBDSF).The dataset includes two tables detailing the properties of these 36 sources:<b>Table 3.1: CASA </b><code><strong>imfit</strong></code><b> Source Catalogue</b>This table contains source parameters derived using the CASA task <code>imfit</code>. For each source, an elliptical region was manually defined to encompass its emission, and a Gaussian fit was performed. The table includes the following columns:(1) Source Number (sequential identifier)(2) Source Name(3) Right Ascension Offset (arcseconds from 09h55m00s J2000)(4) Declination Offset (arcseconds from 69d40m00s J2000)(5) Peak 1.5 GHz Flux Density (mJy/beam)(6) Integrated 1.5 GHz Flux Density (mJy)(7) Signal-to-Noise Ratio<b>Note: </b>For a subset of sources (2, 12, 18, and 36), where the initial Gaussian fit yielded an integrated flux density lower than the peak flux density, the peak flux density was adopted as the representative integrated flux density for these entries.<b>Table 3.2: PyBDSF Source Catalogue</b>This table presents source parameters for the same 36 sources, as determined by the automated PyBDSF algorithm. The columns are analogous to Table 3.1, providing an independent set of measurements based on automated source detection and Gaussian fitting.<b>Figures:</b>Accompanying this dataset are contour images (Figure 3.2) for each of the 36 identified sources, visually representing their morphology and emission. The source numbers in the figure captions correspond to the Source Number column in both Table 3.1 and Table 3.2.<b>Data Access:</b>The reduced e-MERLIN continuum data used in this study is available at: https://www.e-merlin.ac.uk/distribute/CY3/CY3210/CY3210.html.
DOI: 10.6084/m9.figshare.29050958
title: The interactions between dissolved organic carbon and marine microbial communities across diverse climatic zones: Insights from co-occurrence networks, functional predictions, and assembly dynamics

description: GCB-25-1634 - The interactions between dissolved organic carbon and marine microbial communities across diverse climatic zones: Insights from co-occurrence networks, functional predictions, and assembly dynamics - Additional file
DOI: 10.15468/dl.fquk65
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.21_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Procapra picticaudata Hodgson, 1846",
 "Year 1000-2020"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029689-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u22mq
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.65229 47.06955,58.48886 47.06955,58.48886 59.78972,26.65229 59.78972,26.65229 47.06955))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xanthium spinosum L."
 ]
}

 The dataset includes 361 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029692-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48nxka
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.21_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudois nayaur (Hodgson, 1833)",
 "Year 1000-2020"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029691-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gnca9
title: Occurrence Download

description: A dataset containing 13219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dama dama (Linnaeus, 1758))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "Country is Denmark"
 ]
}

 The dataset includes 13219 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029690-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/85jz-r783
title: Appendix B - Protected matters list of assets - for the spatial causal network for the Fitzroy region, Queensland

description: Assets used for the assessment were extracted from the National Biodiversity Asset Register and Performance Standard 6 Assessment Tool (BAR-PS6) (Stewart et al. 2021). The list of potential assets was updated in January 2025 using the Protected Matters Search Tool for the 3 regions to identify all protected matters listed under the EPBC Act. Assets were identified using a spatial intersection with the extended region to consider potential impacts from development in the region that may extend into adjoining areas.

Stewart SB, O’Grady AP and Brooks S (2021) A desktop-based methodology for development of biodiversity asset registers and critical/natural habitat assessment. CSIRO, 
doi:10.25919/1kzh-gd17
DOI: 10.15151/esrf-es-2128478328
title: SAXS/WAXS evaluation of Ni-based superalloys Inconel 625 and 718 for precipitation kinetics simulation development

description: Computational materials design using physics-based simulations and experiments is crucial for predicting advanced materials' structure and properties. This framework allows for rapid screening and optimization of alloy compositions and heat treatments, reducing time and costs and driving innovation in new materials and processes. The possibility of in-situ measurement of the precipitation kinetics in metallic alloys using small and wide angle X-ray scattering (SWAXS) offer a great opportunity to provide simulation tools with large amount of data, invaluable for their calibration. 
While computational tools have focused on steel, their application to Ni-base superalloys remain limited due to their complex precipitation sequences and lack of experimental data to capture time evolution of the nanoparticles. The experiment aims at verifying the feasibility of SWAXS at BM02 on these materials, as well as determining up to which precipitation stage nano-precipitates are still visible.
DOI: 10.25919/r91r-ye17
title: Appendix B - Protected matters list of assets - for the spatial causal network for the Pilbara region, Western Australia

description: Assets used for the assessment were extracted from the National Biodiversity Asset Register and Performance Standard 6 Assessment Tool (BAR-PS6) (Stewart et al. 2021). The list of potential assets was updated in January 2025 using the Protected Matters Search Tool for the 3 regions to identify all protected matters listed under the EPBC Act. Assets were identified using a spatial intersection with the extended region to consider potential impacts from development in the region that may extend into adjoining areas.

Stewart SB, O’Grady AP and Brooks S (2021) A desktop-based methodology for development of biodiversity asset registers and critical/natural habitat assessment. CSIRO, 
doi:10.25919/1kzh-gd17
DOI: 10.15468/dl.uvqvgf
title: Occurrence Download

description: A dataset containing 3338301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3338301 records from 913 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029675-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bnsgy
title: Occurrence Download

description: A dataset containing 209917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alca torda Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 209917 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002427-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yp5ty9
title: Occurrence Download

description: A dataset listing the 63 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NCSM Ichthyology Collection",
 "Geometry POLYGON((-78.52739 33.36542,-74.44108 33.36542,-74.44108 36.67775,-78.52739 36.67775,-78.52739 33.36542))",
 "TaxonKey is Elasmobranchii"
 ]
}

 The dataset's 63 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002429-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzbsuc
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "TaxonKey is Sympetrum fonscolombii (Selys, 1840)",
 "Year 1000-2025"
 ]
}

 The dataset includes 196 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002433-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqzw3x
title: Occurrence Download

description: A dataset containing 6434 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Ictidomys tridecemlineatus (Mitchill, 1821)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 6434 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002435-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15445141
title: MotifBench : EvoDiff evaluation results

description: Results and evaluation files for EvoDiff on the MotifBench benchmark
DOI: 10.5281/zenodo.15445142
title: MotifBench : EvoDiff evaluation results

description: Results and evaluation files for EvoDiff on the MotifBench benchmark
DOI: 10.15468/dl.4szdyn
title: Occurrence Download

description: A dataset containing 6113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Hesperocallis A.Gray"
 ]
}

 The dataset includes 6113 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002437-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfk63v
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Spermophilus richardsonii (Sabine, 1822)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 220 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002439-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15446487
title: Supplementary Data for "The Economics of ePHI Exposure: A Long-Term Impact Model of Healthcare Data Breaches"

description: This archive contains the supplementary data, models, and visuals supporting the research paper:



“The Economics of ePHI Exposure: A Long-Term Impact Model of Healthcare Data Breaches”(Alexander Perrin, 2025)


The dataset includes:





A structured JSON file with breach cost modeling logic and assumptions




JavaScript calculator functions for estimating 10-year financial impact




Cleaned breach data compiled from HHS OCR and other public sources




High-resolution figures from the original paper (PNG format)



This research aims to improve understanding of breach economics and help small healthcare providers, policymakers, and regulators better quantify the long-tail impact of patient data exposure.

Full paper: https://www.patient-protect.com/research

Contact: info@patient-protect.com