cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/h3x-p9x-2d1
title: Epitonium clathrus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jvq-y7l-xqk
title: Monetaria moneta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfe-nkc-1cw
title: Gafrarium divaricatum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4eb-nhl-tdh
title: Isodaphne perfragilis (Schepman, 1913)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vkk-4e1-epv
title: Diacavolinia triangulata van der Spoel, Bleeker & Kobayasi, 1993

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8h3-v1c-01n
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/brl-kb5-b7p
title: Graptacme calamus (Dall, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cac-pt2-j05
title: Kurtiella bidentata (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b67-h4c-57l
title: Unio pictorum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tz5-mna-v52
title: Pharus legumen (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tcv-8sc-t7w
title: Bithynia tentaculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y64-cls-j0f
title: Planorbis planorbis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0h0-har-wtl
title: Trigonostoma goniostoma (G. B. Sowerby I, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hh1-n38-p4h
title: Segmentina nitida (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2w5-yc4-8m2
title: Latona deltoides (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/74c-j5f-3gr
title: Chlamys hastata (G. B. Sowerby II, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vpb-ywf-amr
title: Heliacus cylindricus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ca-v5t-2yw
title: Coralliophaga coralliophaga (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.bynw9h
title: Occurrence Download

description: A dataset containing 225041560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year 1970-2000",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 225041560 records from 12108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015454-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8hpq4
title: Occurrence Download

description: A dataset containing 2372233 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 2372233 records from 1376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087313-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdpzdu
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ephedra altissima Desf.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 229 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087405-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yrx83
title: Occurrence Download

description: A dataset containing 7163015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru"
 ]
}

 The dataset includes 7163015 records from 273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087340-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qaasp
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Grafisia torquata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 106 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059410-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmye8e
title: Occurrence Download

description: A dataset containing 110382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lymantria dispar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 110382 records from 692 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059341-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x99fvy
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nasturtium officinale",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059412-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpwsqz
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nasturtium officinale",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 298 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059413-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymfza9
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nasturtium officinale",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 540 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059414-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/fe0f9938-0411-4aec-a39b-ecebf7ba8b30.v3
title: Data underlying the publication: Clinical and genetic characteristics of Enterobacter cloacae and Klebsiella aerogenes in children

description: The dataset combines detailed laboratory sequencing results (MinION and WGS), antimicrobial resistance gene analysis, clinical chart review data, and summary statistics for Enterobacter isolates, along with data prepared for generating related figures. Overall, it integrates genomic and clinical information to support a comprehensive analysis of Enterobacter strains.
DOI: 10.4121/f2a043c4-52cc-4db2-9ccd-b9aa7693cf60.v2
title: Do Telework Locations Influence Subjective Well-Being: A Latent Class Cluster Analysis of Post-Pandemic Data in the Netherlands. Analysis Files.

description: This repository contains analysis files used to investigate the relationship between various telework location configurations and subjective well-being. The underlying data are drawn from the 2022 Netherlands Mobility Panel (MPN), an annual household survey established by the Netherlands Institute for Transport Policy Analysis to study both short-term and long-term travel behaviours. The complete dataset is publicly available at https://www.mpndata.nl/.<br>The analysis files document the procedures for data filtering, the classification of employees into seven distinct clusters, and the examination of the independent effects of different telework location configurations on subjective well-being. The method employed is a latent class cluster model with a three-step approach, performed with Latent Gold software. For detailed information about the analysis workflow and file structure, please refer to the README file.
DOI: 10.4121/c4479e26-f9f8-4b25-b01a-100ef451a36c.v2
title: 3D models for studying the effect of slicing on the properties of metallic copper in additive electrochemical manufacturing (ECAM)

description: G-code is a command with coordinates of the nozzle location, printing speed, the amount of filament feed, as well as key functionalities for linear and coordinate system interpolation.The files contain the contours of the object in the Blender environment, which is an empty cylinder measuring 100x100x1. The model was exported in .STL format in the UltiMaker Cura slicer program. The specified printing parameters: infill pattern: concentric, zig zag and triangles; and infill line distance: 1, 2 and 4 mm
DOI: 10.4121/bf2cf37f-29f3-486f-bbb4-e8812f64d1d6.v4
title: Supplementary data for the paper 'Code and explanation for the use of GPT-4o for demonstration purposes'

description: This repository provides MATLAB code for a live demonstration system that captures video from a camera and feeds it to the OpenAI GPT-4o API for real-time scene analysis. The system overlays GPT-4o's textual descriptions (including an analysis of emotion, atmosphere, and key elements) directly onto the video stream and integrates YOLOv8 for object detection. Designed for engaging public demonstrations at events, the code includes various operator controls and serves as an easily deployable tool to illustrate the practical applications of generative AI.
DOI: 10.4121/d1aa5176-7300-4b29-9cb7-1b91e7b2e98c.v2
title: Supplementary data for the PhD thesis: Integrating Energy Storage Systems: Towards Understanding and Reducing Decision-Making Uncertainties

description: This archive contains the empirical materials that underpin Chapters 2 through 4 of the dissertation. The research takes a mixed-methods, design-oriented approach to investigate where and why uncertainties, coordination gaps, and regulatory bottlenecks hinder the integration of hydrogen into the Dutch energy and electricity systems. It aims not only to diagnose these challenges but also to co-develop practical pathways that enable more adaptive, collaborative decision-making.The study is structured in two phases. The first phase explores integration challenges through literature and policy analysis, stakeholder interviews, focus groups, Social Network Analysis, and Institutional Network Analysis. The second phase builds on these findings to design and test integration strategies through participatory workshops. Together, these methods generate insights that are both analytical and actionable.Each chapter is based on a distinct study:<strong>Chapter 2 – Integration Challenges of Energy Storage Systems</strong> <em>Study: Unveiling Complexity of Hydrogen Integration</em><strong>Chapter 3 – Encapsulating Decision-Making Dynamics for Integration</strong> <em>Studies: Coordinating Social Dynamics; Hydrogen Distribution in the Netherlands</em><strong>Chapter 4 – Designing Coordination Mechanisms to Reduce Decision-Making Uncertainties</strong> <em>Studies: Regional Energy Hubs with Integrated Hydrogen; Integration Pathways Study</em>All data is organized by chapter, with each folder containing a README file detailing the contents and methodology.
DOI: 10.15468/dl.8uxssu
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitis vinifera",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 146 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059415-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2txmab
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitis vinifera",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 312 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059417-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcgqdr
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059418-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16521811
title: Lipid Brain Atlas - biorXiv: uMAIA Subset (selected Zarr groups + metadata)

description: Processed data for m/z peaks, lipids, lipizones, and all metadata files for comparative multimodal analysis of the Lipid Brain Atlas paper. This deposition includes only the selected numeric subfolders from each first‐level Zarr group, plus ancillary CSV/parquet files.
DOI: 10.5281/zenodo.16521812
title: Lipid Brain Atlas - biorXiv: uMAIA Subset (selected Zarr groups + metadata)

description: Processed data for m/z peaks, lipids, lipizones, and all metadata files for comparative multimodal analysis of the Lipid Brain Atlas paper. This deposition includes only the selected numeric subfolders from each first‐level Zarr group, plus ancillary CSV/parquet files.
DOI: 10.21227/56q0-kj63
title: "Original data from the FMUT probe for detecting minor defects in pipeline welds"

description: "Original data from the FMUT probe for detecting minor defects in the welds of oil and gas pipelines"
DOI: 10.15468/dl.6dvyhc
title: Occurrence Download

description: A dataset containing 11374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nasturtium officinale",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11374 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059420-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6uy6z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitis vinifera",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059421-250717081556266/datasets/export for details.
DOI: 10.15468/dl.pcef4w
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruditapes philippinarum",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 80 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059422-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnjfqt
title: Occurrence Download

description: A dataset listing the 75 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((29.52158 -31.59692,29.51846 -31.59891,29.54567 -31.63436,29.55565 -31.625,29.52832 -31.5918,29.52158 -31.59692))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1000-1970"
 ]
}

 The dataset's 75 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059403-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16521355
title: Supplementary materials for 'The Unipolarity of Magnetic Field in the Equatorial Coronal Holes"

description: Jupyter Notebooks





Maincode_project.ipynbIncludes all data processing steps.




Varying_int_Skew_vary_with_int.ipynbHow skewness vary with Intensity threshold




Compaaring_Skew_imb_CH_QS-2.ipynbPlots comparing skewness and magnetic flux imbalance between Coronal Holes (CH) and Quiet Sun (QS) regions.




Instu_data_analysis.ipynbAnalyzes all in-situ signatures of coronal holes at 1 AU.




Evolution_of_CH_east_west.ipynbInvestigates how skewness varies during CH evolution from east to west.




Correlation_Plot.ipynbShows correlations between skewness, magnetic flux imbalance, and maximum solar wind speed.



Data & Figures





Coronal_Candidates_70.pdfFull-disk images of 70 coronal hole candidates.




Coronal_holes_candidates_with_ICME.csvProperties of the 70 coronal holes including ICME.




Final_Coronal_holes_candidates.numbersRefined list of 46 coronal holes excluding ICMEs.




Photospheric_6173_map.pdfPhotospheric maps of the coronal holes (visualization).




InSitu_Images_Only.pdfSignatures of coronal holes at 1 AU based on in-situ data.




Quiet_Sun193_48_Merged.pdf48 Quiet Sun region candidates.




Quiet_Sun_Catalog_with_skewness_imbalance.numbersCatalog of QS regions with skewness and magnetic flux imbalance values.




Coronal_hole_evolution_from_east_to_west.csvAll tracked properties of a single coronal hole evolving across the solar disk.




Evolution_image.pdfThe 24 frames/images showing coronal hole evolution.




Evolution_east_to_west_with_plot.mp4Movie showing coronal hole evolution with annotated plot.


All_image_of_paper_1_to_9.pdf - all final  figures (1 through 9) used in paper
DOI: 10.5281/zenodo.16521356
title: Supplementary materials for 'The Unipolarity of Magnetic Field in the Equatorial Coronal Holes"

description: Jupyter Notebooks





Maincode_project.ipynbIncludes all data processing steps.




Varying_int_Skew_vary_with_int.ipynbHow skewness vary with Intensity threshold




Compaaring_Skew_imb_CH_QS-2.ipynbPlots comparing skewness and magnetic flux imbalance between Coronal Holes (CH) and Quiet Sun (QS) regions.




Instu_data_analysis.ipynbAnalyzes all in-situ signatures of coronal holes at 1 AU.




Evolution_of_CH_east_west.ipynbInvestigates how skewness varies during CH evolution from east to west.




Correlation_Plot.ipynbShows correlations between skewness, magnetic flux imbalance, and maximum solar wind speed.



Data & Figures





Coronal_Candidates_70.pdfFull-disk images of 70 coronal hole candidates.




Coronal_holes_candidates_with_ICME.csvProperties of the 70 coronal holes including ICME.




Final_Coronal_holes_candidates.numbersRefined list of 46 coronal holes excluding ICMEs.




Photospheric_6173_map.pdfPhotospheric maps of the coronal holes (visualization).




InSitu_Images_Only.pdfSignatures of coronal holes at 1 AU based on in-situ data.




Quiet_Sun193_48_Merged.pdf48 Quiet Sun region candidates.




Quiet_Sun_Catalog_with_skewness_imbalance.numbersCatalog of QS regions with skewness and magnetic flux imbalance values.




Coronal_hole_evolution_from_east_to_west.csvAll tracked properties of a single coronal hole evolving across the solar disk.




Evolution_image.pdfThe 24 frames/images showing coronal hole evolution.




Evolution_east_to_west_with_plot.mp4Movie showing coronal hole evolution with annotated plot.


All_image_of_paper_1_to_9.pdf - all final  figures (1 through 9) used in paper
DOI: 10.15468/dl.nsbe5p
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphanus sativus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 104 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059424-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7kjfx
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059425-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efhww9
title: Occurrence Download

description: A dataset containing 2479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruditapes philippinarum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2479 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059426-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbpf8j
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059427-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn435v
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruditapes philippinarum",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059428-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hung2
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rapistrum rugosum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059429-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.