cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14652222
title: THA_57 and Fe_III_benzoate, negative mode

description: THA_57 and Fe_III_benzoate, both as single injections and spiked, negative mode
DOI: 10.5281/zenodo.14652223
title: THA_57 and Fe_III_benzoate, negative mode

description: THA_57 and Fe_III_benzoate, both as single injections and spiked, negative mode
DOI: 10.15468/dl.2aqbzk
title: Occurrence Download

description: A dataset containing 654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorophorus ruficornis (Olivier, 1790)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 654 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070792-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11503609
title: Supplementary data for "Mechanism of surface solar irradiance variability under broken cloud cover"

description: Open Data for manuscript to be submitted in ACP: "Mechanisms of surface solar irradiance variability under broken clouds". Refer to the README for details. Most (larger) files within the .zip archives are gzipped. Use `gunzip` to decompress.
DOI: 10.5281/zenodo.11503610
title: Supplementary data for "Mechanism of surface solar irradiance variability under broken cloud cover"

description: Open Data for manuscript to be submitted in ACP: "Mechanisms of surface solar irradiance variability under broken clouds".

Refer to the README for details. Big files are gzipped. Use gunzip to decompress.
DOI: 10.5281/zenodo.14652241
title: Supplementary data for "Mechanism of surface solar irradiance variability under broken cloud cover"

description: Open Data for manuscript to be submitted in ACP: "Mechanisms of surface solar irradiance variability under broken clouds". Refer to the README for details. Most (larger) files within the .zip archives are gzipped. Use `gunzip` to decompress.
DOI: 10.15468/dl.bn7jnc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysanthia hamata Vázquez, 1989",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070794-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14652092
title: MAS4DT: A novel proposal for developing Digital Twins following a Multi-Agent System approach - Supplementary Material

description: In the following, the artefacts used during the controlled experiment described in the article titled "MAS4DT: A novel proposal for developing Digital Twins following a Multi-Agent System approach" are provided. The controlled experiment was designed to evaluate and validate the MAS4DT proposal, which focuses on the development of Digital Twins through a Multi-Agent System approach.

First, the artifacts used during the controlled experiment are provided in the document artefacts.pdf, that includes:



Documentation: each participant had these documents: 1) one defining a Digital Twins (DT) and explain its properties (Digital Twin, DT); and another one with the DT evaluation proposal (MAS4DT methodology or 5 dimensions model DT).

Questionnaires: the questionnaires used during the controlled experiment.


Second, the answers provided by the subjects for each questionnaire are provided in the document dataset.xlsx.
DOI: 10.5281/zenodo.14652093
title: MAS4DT: A novel proposal for developing Digital Twins following a Multi-Agent System approach - Supplementary Material

description: In the following, the artefacts used during the controlled experiment described in the article titled "MAS4DT: A novel proposal for developing Digital Twins following a Multi-Agent System approach" are provided. The controlled experiment was designed to evaluate and validate the MAS4DT proposal, which focuses on the development of Digital Twins through a Multi-Agent System approach.

First, the artifacts used during the controlled experiment are provided in the document artefacts.pdf, that includes:



Documentation: each participant had these documents: 1) one defining a Digital Twins (DT) and explain its properties (Digital Twin, DT); and another one with the DT evaluation proposal (MAS4DT methodology or 5 dimensions model DT).

Questionnaires: the questionnaires used during the controlled experiment.


Second, the answers provided by the subjects for each questionnaire are provided in the document dataset.xlsx.
DOI: 10.48329/g4eg-ry63
title: CPRD Primary Care OMOP Common Data Model March 2024

description: The CPRD Primary Care OMOP CDM database contains longitudinal routinely-collected health records (EHR data) from UK primary care practices. The data has been transformed into a common format (data model) using an open community data standard and structure from the OHDSI standardised vocabularies. The approach allows organisation, standardisation and common representation of medical terms and variables that have been obtained from various clinical data sources. Access to anonymised data from CPRD is subject to a full licence agreement containing detailed terms and conditions of use. Anonymised patient datasets can be extracted for researchers against specific study specifications, following protocol approval. Further information is available at https://www.cprd.com/data-access.
description: OMOP CDM Version 5.4.2
DOI: 10.15468/dl.gnvtkx
title: Occurrence Download

description: A dataset containing 80166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-5.23995 36.36042,-3.45907 36.6869,-3.49803 37.0031,-3.86534 37.27373,-4.28273 37.31358,-4.68343 37.22057,-5.12308 37.14076,-5.35126 36.90971,-5.23995 36.36042))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 80166 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070795-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gjttp
title: Occurrence Download

description: A dataset containing 41168 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Lepidoptera collection (EL) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 41168 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070798-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89kt7g
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysanthia reitteri Seidlitz, 1899",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 156 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070799-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xcgad
title: Occurrence Download

description: A dataset containing 74594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-5.96245 37.35748,-6.45694 36.73512,-6.01951 36.14607,-5.6011 35.99234,-5.33484 36.0923,-5.18269 36.39907,-4.64065 36.47557,-4.44096 36.64361,-4.50752 37.30455,-5.2283 37.59144,-5.96245 37.35748))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 74594 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070797-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dncvux
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clinidium canaliculatum (O.G.Costa, 1839)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070804-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ry9j85
title: Occurrence Download

description: A dataset containing 89292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-5.46986 36.03512,-4.57621 36.52661,-4.51774 37.14825,-4.90193 37.66572,-5.46986 37.66572,-5.99604 37.28792,-6.38023 36.77453,-6.17978 36.17008,-5.46986 36.03512))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 89292 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070802-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdysm6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Prunus laurocerasus L."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070808-241126133413365/datasets/export for details.
DOI: 10.15468/dl.qa6atb
title: Occurrence Download

description: A dataset containing 44757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sassafras albidum (Nutt.) Nees",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44757 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070806-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6pg79
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is INPN - Données flore des CBN agrégées par la FCBN",
 "TaxonKey is Quercus canariensis Willd."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070809-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/7cd30541-f7d6-4a6f-be1c-90062f1a3ae6
title: Interview transcripts of "The Build Back Circular Framework: Circular Economy Strategies for Post-Disaster Reconstruction and Recovery"

description: This dataset includes the transcripts of 21 expert interviews conducted for the research article titled <em>"The Build Back Circular Framework: Circular Economy Strategies for Post-Disaster Reconstruction and Recovery."</em> published in <em>Circular Economy and Sustainability</em> (<em>Springer Nature</em>) in 2025. The study investigates the application of circular economy (CE) principles—narrowing, slowing, closing, and regenerating resource loops—in post-disaster reconstruction and recovery, specifically focusing on the 2023 Kahramanmaraş earthquakes in Türkiye. The interviews explore stakeholder perspectives on the feasibility, challenges, and opportunities of integrating CE strategies into disaster recovery processes.<br>Methodology and Data Collection Techniques<strong>Study Design</strong>: The research employs an exploratory qualitative design, combining an integrative literature review, a workshop, and semi-structured expert interviews to develop the Build Back Circular (BBC) framework.<br><strong>Interviews</strong>:<strong>Participants</strong>: 21 experts across academia, government, construction, urban planning, and civil society.<strong>Format</strong>: Semi-structured interviews were conducted to allow in-depth exploration of themes while ensuring consistency across respondents.<strong>Duration</strong>: Each interview lasted approximately 30–100 minutes.<strong>Content</strong>: Questions focused on the application of CE principles in reconstruction, existing barriers, and actionable strategies.<strong>Location and Language</strong>: Interviews were conducted online in English and/or Turkish.<br><strong>Ethical Considerations</strong>: Ethical approval was obtained from TU Delft HREC Committee, ensuring adherence to legal and ethical research requirements. Interviewees provided informed consent, including permission for anonymized data usage in open-access academic publications.<br>
DOI: 10.15468/dl.js4ts8
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionKey is 65d7ba7e-f258-4901-89cb-41fa77245295",
 "Country is one of (Botswana)"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070811-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/7cd30541-f7d6-4a6f-be1c-90062f1a3ae6.v1
title: Interview transcripts of "The Build Back Circular Framework: Circular Economy Strategies for Post-Disaster Reconstruction and Recovery"

description: This dataset includes the transcripts of 21 expert interviews conducted for the research article titled <em>"The Build Back Circular Framework: Circular Economy Strategies for Post-Disaster Reconstruction and Recovery."</em> published in <em>Circular Economy and Sustainability</em> (<em>Springer Nature</em>) in 2025. The study investigates the application of circular economy (CE) principles—narrowing, slowing, closing, and regenerating resource loops—in post-disaster reconstruction and recovery, specifically focusing on the 2023 Kahramanmaraş earthquakes in Türkiye. The interviews explore stakeholder perspectives on the feasibility, challenges, and opportunities of integrating CE strategies into disaster recovery processes.<br>Methodology and Data Collection Techniques<strong>Study Design</strong>: The research employs an exploratory qualitative design, combining an integrative literature review, a workshop, and semi-structured expert interviews to develop the Build Back Circular (BBC) framework.<br><strong>Interviews</strong>:<strong>Participants</strong>: 21 experts across academia, government, construction, urban planning, and civil society.<strong>Format</strong>: Semi-structured interviews were conducted to allow in-depth exploration of themes while ensuring consistency across respondents.<strong>Duration</strong>: Each interview lasted approximately 30–100 minutes.<strong>Content</strong>: Questions focused on the application of CE principles in reconstruction, existing barriers, and actionable strategies.<strong>Location and Language</strong>: Interviews were conducted online in English and/or Turkish.<br><strong>Ethical Considerations</strong>: Ethical approval was obtained from TU Delft HREC Committee, ensuring adherence to legal and ethical research requirements. Interviewees provided informed consent, including permission for anonymized data usage in open-access academic publications.<br>
DOI: 10.15468/dl.ndp8xe
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clypeorhagus clypeatus (Hampe, 1850)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070812-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.675017
title: Radiosonde measurements from station Ny-Ålesund (2002-11)
DOI: 10.1594/pangaea.845544
title: Station list and links to master tracks in different resolutions of HEINCKE cruise HE439, Bremerhaven - Bremerhaven, 2015-02-20 - 2015-03-10
DOI: 10.1594/pangaea.773206
title: CNS-analysis from IODP Hole 316-C0004C

description: Geocode = [m CSF-A] Top Core depth (below sea floor)
DOI: 10.1594/pangaea.937775
title: Oxygen microprofiles in natural seawater (Unfiltered, sea surface microlayer added, after 120 min)

description: Oxygen microprofiles of de-ionised water and natural seawater were measured in a laboratory experiment in the marine interface lab at the Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, in Wilhelmshaven, Germany, between November 2017 and November 2019. With the de-ionised water experiment, we added Oleyl achohol and Triton-X-100 and with the seawater, we measured filtered and unfiltered seawater and we added natural sea surface microlayer. For all the experiments we did three replicates of 30, 60 and 120 minutes waiting time. The oxygen concentrations were measured using a Clark-type OX-50 microsensor (Unisense, Denmark) connected to a picoammeter (Unisense Microsensor Multimeter, Denmark).The seawater samples were collected between November 2017 and November 2019 in the Jade Bay from the harbour close to the ICBM (Alter Vorhafen 53° 30' 49.4634" N 8° 8' 43.764" E). The different microprofiles were collected to calculate the diffusive boundary layer and how the articial and natural surfactants affect it. Sea surface microlayer samples were collected with the glass plate method. The glass plate (30 x 40 cm) was immersed vertically down into the underlying water and then withdrawn with approximately 5 cm per second up to allow the SML adhere to the glass plate based on capillary forces. The attached SML sample was then transferred into a sterile brown bottle from the glass plate with a squeegee. The glass plate was cleaned with 70 % ethanol before use and the process was repeated until required volume (100 mL) was obtained.
description: Experiment: Unfiltered seawater with the addition of sea surface microlayer (SML) after 120 minutes waiting (three replicates)
DOI: 10.1594/pangaea.720452
title: Documentation of sediment core GIK16421-1
DOI: 10.1594/pangaea.845237
title: Station list and links to master tracks in different resolutions of HEINCKE cruise HE382/2, Cuxhaven - Bremerhaven, 2012-06-18 - 2012-06-20
DOI: 10.1594/pangaea.779380
title: Corephotos from IODP Hole 317-U1354C

description: Geocode = Depth CSF-A (m)These files are stored as PNG images at 2200 X 3400 pixels.The layout displays the archive halves of an entire core laid out left to right (top of core to bottom) with color and meter rule references.
DOI: 10.1594/pangaea.937762
title: Oxygen microprofiles in natural seawater (Filtered, after 60 min)

description: Oxygen microprofiles of de-ionised water and natural seawater were measured in a laboratory experiment in the marine interface lab at the Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, in Wilhelmshaven, Germany, between November 2017 and November 2019. With the de-ionised water experiment, we added Oleyl achohol and Triton-X-100 and with the seawater, we measured filtered and unfiltered seawater and we added natural sea surface microlayer. For all the experiments we did three replicates of 30, 60 and 120 minutes waiting time. The oxygen concentrations were measured using a Clark-type OX-50 microsensor (Unisense, Denmark) connected to a picoammeter (Unisense Microsensor Multimeter, Denmark).The seawater samples were collected between November 2017 and November 2019 in the Jade Bay from the harbour close to the ICBM (Alter Vorhafen 53° 30' 49.4634" N 8° 8' 43.764" E). The different microprofiles were collected to calculate the diffusive boundary layer and how the articial and natural surfactants affect it. Sea surface microlayer samples were collected with the glass plate method. The glass plate (30 x 40 cm) was immersed vertically down into the underlying water and then withdrawn with approximately 5 cm per second up to allow the SML adhere to the glass plate based on capillary forces. The attached SML sample was then transferred into a sterile brown bottle from the glass plate with a squeegee. The glass plate was cleaned with 70 % ethanol before use and the process was repeated until required volume (100 mL) was obtained.
description: Experiment: Filtered seawater after 60 minutes waiting (three replicates)
DOI: 10.1594/pangaea.937763
title: Oxygen microprofiles in natural seawater (Filtered, sea surface microlayer added, after 120 min)

description: Oxygen microprofiles of de-ionised water and natural seawater were measured in a laboratory experiment in the marine interface lab at the Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, in Wilhelmshaven, Germany, between November 2017 and November 2019. With the de-ionised water experiment, we added Oleyl achohol and Triton-X-100 and with the seawater, we measured filtered and unfiltered seawater and we added natural sea surface microlayer. For all the experiments we did three replicates of 30, 60 and 120 minutes waiting time. The oxygen concentrations were measured using a Clark-type OX-50 microsensor (Unisense, Denmark) connected to a picoammeter (Unisense Microsensor Multimeter, Denmark).The seawater samples were collected between November 2017 and November 2019 in the Jade Bay from the harbour close to the ICBM (Alter Vorhafen 53° 30' 49.4634" N 8° 8' 43.764" E). The different microprofiles were collected to calculate the diffusive boundary layer and how the articial and natural surfactants affect it. Sea surface microlayer samples were collected with the glass plate method. The glass plate (30 x 40 cm) was immersed vertically down into the underlying water and then withdrawn with approximately 5 cm per second up to allow the SML adhere to the glass plate based on capillary forces. The attached SML sample was then transferred into a sterile brown bottle from the glass plate with a squeegee. The glass plate was cleaned with 70 % ethanol before use and the process was repeated until required volume (100 mL) was obtained.
description: Experiment: Filtered seawater with the addition of sea surface microlayer (SML) after 120 minutes waiting (three replicates)
DOI: 10.1594/pangaea.720876
title: Documentation of sediment core GIK23424-3
DOI: 10.1594/pangaea.874720
title: 210Pb based age model of sediment core BH09-4
DOI: 10.1594/pangaea.833274
title: Length changes of Austrian glaciers 2012/2013
DOI: 10.1594/pangaea.845533
title: Landfast sea-ice and platelet-layer thickness and conductivity along Transect 6
DOI: 10.1594/pangaea.836635
title: (Table S1) Analytical results of field parameters and stable isotope analyses at the Wiesent River