cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/96d2m6pws8.1
title: Data on 6 enzymes x protein content x fresh weight x 5 salinities x 4 tissues of Mytilus galloprovincialis

description: This dataset provides the biochemical data used in the article “Tissue-specific markers of salinity-induced allostasis in the very euryhaline and widespread mussel Mytilus galloprovincialis” (Stakowian et al., 2025, Comparative Biochemistry and Physiology Part A).
It includes the original measurements of enzymatic activities, total protein content and fresh weight obtained from different tissues of M. galloprovincialis exposed to five salinity levels (20, 25, 30, 35, and 40) for 14 and 28 days.

Tissues
dg: Digestive gland
g: Gills
mu: Muscle
ma: Mantle

Column names and description
time: Exposure duration in days (14 or 28).
tissue: Tissue sampled (dg, g, ma or mu).
salinity: Salinity of exposure (20, 25, 30, 35, or 40).
sod(% inib, Pyrogallol): Activity of superoxide dismutase (SOD). 
gpx: Activity of glutathione peroxidase (GPx).
gr(nmol/mL): Activity of glutathione reductase (GR).
gsts(nmol/mL): Activity of glutathione S-transferases (GSTs).
cbes(nmol/mL): Activity of carboxylesterases (CbEs).
ache(nmol/mL): Activity of acetylcholinesterase (AChE).
protein(mg/g FW): Total soluble protein content per gram of fresh tissue (mg/g FW).
fresh_weight_FW(g): Mean fresh weight (g) of the tissue sample used for biochemical analyses.

See published article for details about the methodology.
DOI: 10.15468/dl.b383qv
title: Occurrence Download

description: A dataset containing 2095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leopardus pardalis"
 ]
}

 The dataset includes 2095 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019867-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hg259yyz7d
title: PAQR4 regulates adipocyte function and systemic metabolic health by mediating ceramide levels

description: PAQR4 is an orphan receptor in the PAQR family with an unknown function in metabolism. Here, we identify a critical role of PAQR4 in maintaining adipose tissue function and whole-body metabolic health. We demonstrate that expression of Paqr4 specifically in adipocytes, in an inducible and reversible fashion, leads to partial lipodystrophy, hyperglycaemia and hyperinsulinaemia, which is ameliorated by wild-type adipose tissue transplants or leptin treatment. By contrast, deletion of Paqr4 in adipocytes improves healthy adipose remodelling and glucose homoeostasis in diet-induced obesity. Mechanistically, PAQR4 regulates ceramide levels by mediating the stability of ceramide synthases (CERS2 and CERS5) and, thus, their activities. Overactivation of the PQAR4–CERS axis causes ceramide accumulation and impairs adipose tissue function through suppressing adipogenesis and triggering adipocyte de-differentiation. Blocking de novo ceramide biosynthesis rescues PAQR4-induced metabolic defects. Collectively, our findings suggest a critical function of PAQR4 in regulating cellular ceramide homoeostasis and targeting PAQR4 offers an approach for the treatment of metabolic disorders.
DOI: 10.17632/hg259yyz7d.1
title: PAQR4 regulates adipocyte function and systemic metabolic health by mediating ceramide levels

description: PAQR4 is an orphan receptor in the PAQR family with an unknown function in metabolism. Here, we identify a critical role of PAQR4 in maintaining adipose tissue function and whole-body metabolic health. We demonstrate that expression of Paqr4 specifically in adipocytes, in an inducible and reversible fashion, leads to partial lipodystrophy, hyperglycaemia and hyperinsulinaemia, which is ameliorated by wild-type adipose tissue transplants or leptin treatment. By contrast, deletion of Paqr4 in adipocytes improves healthy adipose remodelling and glucose homoeostasis in diet-induced obesity. Mechanistically, PAQR4 regulates ceramide levels by mediating the stability of ceramide synthases (CERS2 and CERS5) and, thus, their activities. Overactivation of the PQAR4–CERS axis causes ceramide accumulation and impairs adipose tissue function through suppressing adipogenesis and triggering adipocyte de-differentiation. Blocking de novo ceramide biosynthesis rescues PAQR4-induced metabolic defects. Collectively, our findings suggest a critical function of PAQR4 in regulating cellular ceramide homoeostasis and targeting PAQR4 offers an approach for the treatment of metabolic disorders.
DOI: 10.15472/iipeom
title: Echinoderms from the Seaflower Biosphere Reserve

description: This dataset is described and analyzed in the Data Report “Echinoderms of the Seaflower Biosphere Reserve: state of knowledge and new findings” published in the journal Frontiers in Marine Science 6:188, doi: 10.3389/fmars.2019.00188. The data set comprises the checklist of the echinoderms species from the SeaFlower Biosphere Reserve (SFBR) based on the registers previously published by Borrero-Pérez et al. (2016), peer-reviewed papers or published reports of several investigations, open-access databases and records from unpublished results of samplings conducted in 2011 by Universidad Nacional de Colombia-Sede Caribe and the Seaflower Expeditions 2016 and 2017. A total of 148 echinoderm species were found within the SFBR. Ophiuroidea was the most species-rich class (44 species), followed by Asteroidea (38), Echinoidea (31), Holothuroidea (26) and finally Crinoidea (9).
DOI: 10.34740/kaggle/dsv/13636648
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17632/zg26jp3hgc
title: Reference re: Section 293 of the Criminal Code of Canada, 2011 BCSC 1588 Court Transcripts

description: Court Transcripts from the British Columbia Charter Reference on Polygamy.
DOI: 10.17632/zg26jp3hgc.1
title: Reference re: Section 293 of the Criminal Code of Canada, 2011 BCSC 1588 Court Transcripts

description: Court Transcripts from the British Columbia Charter Reference on Polygamy.
DOI: 10.17632/x9wwkkhk7b
title: The Causal Impact of Colonial Legacies on Environmental Performance Dataset

description: This dataset, accompanying “The Causal Impact of Colonial Legacies on Environmental Performance” by Hiroaki Iwama (Kyoto University), tests the hypothesis that countries with lower settler mortality during colonization developed stronger institutions, which in turn led to higher contemporary environmental performance. It combines cross-country data for 63 nations, including the 2024 Environmental Performance Index (EPI), institutional quality indicators from the International Country Risk Guide (1984–2024), historical settler mortality rates (Acemoglu et al., 2001), and controls such as GDP, population, and trade openness. Using a two-stage least squares estimation, the study finds that lower settler mortality predicts stronger institutions, which causally improve environmental outcomes, particularly in environmental health and climate change mitigation. The dataset enables replication and further research on how historical institutions continue to shape modern environmental governance.
DOI: 10.17632/x9wwkkhk7b.1
title: The Causal Impact of Colonial Legacies on Environmental Performance Dataset

description: This dataset, accompanying “The Causal Impact of Colonial Legacies on Environmental Performance” by Hiroaki Iwama (Kyoto University), tests the hypothesis that countries with lower settler mortality during colonization developed stronger institutions, which in turn led to higher contemporary environmental performance. It combines cross-country data for 63 nations, including the 2024 Environmental Performance Index (EPI), institutional quality indicators from the International Country Risk Guide (1984–2024), historical settler mortality rates (Acemoglu et al., 2001), and controls such as GDP, population, and trade openness. Using a two-stage least squares estimation, the study finds that lower settler mortality predicts stronger institutions, which causally improve environmental outcomes, particularly in environmental health and climate change mitigation. The dataset enables replication and further research on how historical institutions continue to shape modern environmental governance.
DOI: 10.17632/h4gcfmbk5c
title: Dataset of GenAI Preference and Digital Citizenship Multidimentional

description: This dataset presents information on generative artificial intelligence (GenAI) preferences and multidimensional digital citizenship among 2008 prospective civic education teachers in Indonesia. Data were collected through a online survey covering demographic profiles (gender, year of study, parental education, and occupation), types and purposes of GenAI usage, and validated measures of digital citizenship across four sub-dimensions: digital inclusion, information and digital competence, civility and ethics, and digital engagement. Additional variables include self-efficacy and concerns related to GenAI use (attitude toward behavior and technology anxiety), providing a comprehensive view of how emerging technologies intersect with civic competencies in higher education. Structured for reproducibility and potential reuse, this dataset can support cross-regional comparisons, longitudinal extensions, and alternative analytical approaches. It provides researchers, educators, and policymakers with empirical evidence to inform theoretical developments, comparative studies, and policy design on digital citizenship and the responsible use of generative AI in education.
DOI: 10.17632/h4gcfmbk5c.3
title: Dataset of GenAI Preference and Digital Citizenship Multidimentional

description: This dataset presents information on generative artificial intelligence (GenAI) preferences and multidimensional digital citizenship among 2008 prospective civic education teachers in Indonesia. Data were collected through a online survey covering demographic profiles (gender, year of study, parental education, and occupation), types and purposes of GenAI usage, and validated measures of digital citizenship across four sub-dimensions: digital inclusion, information and digital competence, civility and ethics, and digital engagement. Additional variables include self-efficacy and concerns related to GenAI use (attitude toward behavior and technology anxiety), providing a comprehensive view of how emerging technologies intersect with civic competencies in higher education. Structured for reproducibility and potential reuse, this dataset can support cross-regional comparisons, longitudinal extensions, and alternative analytical approaches. It provides researchers, educators, and policymakers with empirical evidence to inform theoretical developments, comparative studies, and policy design on digital citizenship and the responsible use of generative AI in education.
DOI: 10.17632/pzs2gw9hhm.2
title: Supplementary Tables

description: The functional annotation dataset is composed of six supplementary tables contained in a single Excel file:
Table S1: Contains a full list of differentially expressed genes (DEGs) in spinal cords of GV1001-treated versus vehicle-treated EAE mice. Each gene entry includes fold change values, statistical significance metrics, and annotation fields.
Table S2: Gene Ontology Biological Process (GOBP) enrichment results for the DEGs. DEGs upregulated and downregulated by GV1001 are analyzed separately. The top enriched terms indicate increased neuronal activity and decreased immune activation.
Table S3: Cell-type mapping of GV1001-responsive genes. DEGs were matched with expression signatures from single-cell transcriptomic datasets to identify enriched CNS cell types (e.g., microglia, OPCs, astrocytes, neurons).
Table S4: Focuses on microglial gene expression changes. Genes are ranked based on fold-change and scoring metrics derived from RNA-seq analysis. This table highlights microglial targets that may mediate therapeutic effects of GV1001.
Table S5: GOBP terms enriched among GV1001-responsive microglial genes. Results show suppression of innate immune activation and enhancement of cellular differentiation, repair, and metabolic processes.
Table S6: KEGG pathway enrichment for microglial genes altered by GV1001. Downregulated pathways include cytokine–cytokine receptor interaction, lysosome, and phagosome signaling; upregulated pathways include cell survival and metabolic modules.
DOI: 10.17632/r57kr34b6t
title: Gasless data

description: Data related to the gasless transumbilical single-port laparoscopy RCT studies
DOI: 10.17632/r57kr34b6t.1
title: Gasless data

description: Data related to the gasless transumbilical single-port laparoscopy RCT studies
DOI: 10.17632/rwkbj3kdz2
title: Data for "Hydrogen-fueled pyrite/pyrrhotite redox cycle: A sustained electron source for the autotrophic origin of life"

description: Research data for "Hydrogen-fueled pyrite/pyrrhotite redox cycle: A sustained electron source for the autotrophic origin of life" are listed here.
DOI: 10.17632/rwkbj3kdz2.1
title: Data for "Hydrogen-fueled pyrite/pyrrhotite redox cycle: A sustained electron source for the autotrophic origin of life"

description: Research data for "Hydrogen-fueled pyrite/pyrrhotite redox cycle: A sustained electron source for the autotrophic origin of life" are listed here.
DOI: 10.17632/8yw43s6h8m
title: Interrupciones del sueño y frecuencia cardiaca en pacientes hospitalizados en México

description: Objetivo: Analizar la asociación entre las interrupciones del sueño y la frecuencia cardiaca en personas hospitalizados. Materiales y Métodos: Estudio transversal en 81 adultos hospitalizados en las áreas de Medicina Interna, Cirugía, Ginecología y la Unidad de Cuidados Intensivos en un hospital de segundo nivel de atención en México. Los factores que interrumpen el sueño se midieron con el componente 5 del Índice de Calidad de Sueño de Pittsburgh y la frecuencia cardiaca mediante el pulso radial. El protocolo fue aprobado por el Comité de Ética. Resultados: Edad promedio de 56.61 años (DE= 17.20 años), 54.32% mujeres. En los modelos ajustados, se observó una relación positiva entre el puntaje total del componente 5 (β= 0.904; IC 95%= 0.217 – 1.591) y sentir demasiado calor (β= 0.099; IC 95%= -0.019 – 0.217) con la frecuencia cardiaca. Discusión: Los hallazgos sugieren que las interrupciones del sueño pueden afectar la regulación del sistema nervioso autónomo y alterar parámetros cardiovasculares.
DOI: 10.17632/8yw43s6h8m.1
title: Interrupciones del sueño y frecuencia cardiaca en pacientes hospitalizados en México

description: Objetivo: Analizar la asociación entre las interrupciones del sueño y la frecuencia cardiaca en personas hospitalizados. Materiales y Métodos: Estudio transversal en 81 adultos hospitalizados en las áreas de Medicina Interna, Cirugía, Ginecología y la Unidad de Cuidados Intensivos en un hospital de segundo nivel de atención en México. Los factores que interrumpen el sueño se midieron con el componente 5 del Índice de Calidad de Sueño de Pittsburgh y la frecuencia cardiaca mediante el pulso radial. El protocolo fue aprobado por el Comité de Ética. Resultados: Edad promedio de 56.61 años (DE= 17.20 años), 54.32% mujeres. En los modelos ajustados, se observó una relación positiva entre el puntaje total del componente 5 (β= 0.904; IC 95%= 0.217 – 1.591) y sentir demasiado calor (β= 0.099; IC 95%= -0.019 – 0.217) con la frecuencia cardiaca. Discusión: Los hallazgos sugieren que las interrupciones del sueño pueden afectar la regulación del sistema nervioso autónomo y alterar parámetros cardiovasculares.
DOI: 10.17632/tgtdthtxf5.1
title: Myo–Amputee & NinaPro DB3 for sEMG Hand Gesture Recognition: Dataset and Code for CNN–ViT (CViT) Comparison

description: This repository provides the Myo–Amputee dataset (raw and processed sEMG signals; 8 channels; 6 hand gestures; amputee participants) and reproducible code for preprocessing, training, and evaluating CNN and CNN–ViT (CViT) models for hand-gesture recognition. It includes segmentation scripts (window/overlap), subject-wise and repetition-wise train/validation/test splits, training pipelines (hyperparameters, seeds, early stopping), and metrics with 95% CIs. We also supply splits and results for comparative experiments with the public NinaPro DB3 dataset, together with statistical tests (Wilcoxon, Friedman, post-hoc where applicable) and effect-size tables. The materials enable full replication of the reported findings and extension to low- and high-channel configurations.
DOI: 10.17632/6w4nc3kgvv
title: Results and data of a series of two-dimensional geodynamic Models 1 and 2

description: Results and data of a series of two-dimensional geodynamic Models 1 and 2 that using the finite element code ASPECT to evaluate the viability of deep processes driving topographic flattening in southern-central Tibet.
DOI: 10.17632/6w4nc3kgvv.1
title: Results and data of a series of two-dimensional geodynamic Models 1 and 2

description: Results and data of a series of two-dimensional geodynamic Models 1 and 2 that using the finite element code ASPECT to evaluate the viability of deep processes driving topographic flattening in southern-central Tibet.
DOI: 10.15468/dl.e65src
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Drusus muelleri"
 ]
}

 The dataset includes 164 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019868-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.mr37g8
title: Distribution of Nannophya

description: distribution of Nannophya
DOI: 10.17632/589xhzn69f
title: Interviews - Generating value in service companies

description: Interviews are presented with three entrepreneurs with extensive expertise in service-related businesses. The research focused on understanding the logic behind value creation.
DOI: 10.6084/m9.figshare.30542198
title: Baltics Depopulation & Populism, Cleaned Municipal Data

description: The data consists of cleaned census data for the years 2001, 2011, and 2021 from the Central Statistical Bureau of Latvia and Statistics Estonia as well as elections results (2011, 2022 Latvia; 2015, 2023 Estonia) data from the Central Election Commission of Latvia and the Valisimed.Links to the original data:Latvian Census Data - https://data.stat.gov.lv/pxweb/en/OSP_PUB/START__POP__IR__IRD/RIG010Latvian GDP Data - https://stat.gov.lv/en/statistics-themes/economy/national-accounts/tables/ikr060-gross-domestic-product-and-gross-value?themeCode=IKLatvia 2011 Election - https://www.cvk.lv/lv/media/524/download?attachmentLatvia 2022 Election - https://www.cvk.lv/lv/14-saeimas-velesanasEstonian Census Data - https://andmed.stat.ee/en/stat/rahvaloendus__rel_vordlus__rahvastiku_paiknemine/RLV005Estonian Education Data - https://andmed.stat.ee/en/stat/rahvaloendus__rel_vordlus__haridus/RLV302Estonia 2015 Election - https://www.valimised.ee/en/archive/open-data-estonian-electionsEstonia 2023 Election - https://opendata.valimised.ee/en<br>
DOI: 10.6084/m9.figshare.30542198.v1
title: Baltics Depopulation & Populism, Cleaned Municipal Data

description: The data consists of cleaned census data for the years 2001, 2011, and 2021 from the Central Statistical Bureau of Latvia and Statistics Estonia as well as elections results (2011, 2022 Latvia; 2015, 2023 Estonia) data from the Central Election Commission of Latvia and the Valisimed.Links to the original data:Latvian Census Data - https://data.stat.gov.lv/pxweb/en/OSP_PUB/START__POP__IR__IRD/RIG010Latvian GDP Data - https://stat.gov.lv/en/statistics-themes/economy/national-accounts/tables/ikr060-gross-domestic-product-and-gross-value?themeCode=IKLatvia 2011 Election - https://www.cvk.lv/lv/media/524/download?attachmentLatvia 2022 Election - https://www.cvk.lv/lv/14-saeimas-velesanasEstonian Census Data - https://andmed.stat.ee/en/stat/rahvaloendus__rel_vordlus__rahvastiku_paiknemine/RLV005Estonian Education Data - https://andmed.stat.ee/en/stat/rahvaloendus__rel_vordlus__haridus/RLV302Estonia 2015 Election - https://www.valimised.ee/en/archive/open-data-estonian-electionsEstonia 2023 Election - https://opendata.valimised.ee/en<br>
DOI: 10.17632/589xhzn69f.1
title: Interviews - Generating value in service companies

description: Interviews are presented with three entrepreneurs with extensive expertise in service-related businesses. The research focused on understanding the logic behind value creation.
DOI: 10.15468/dl.cebnep
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primulina wuae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019870-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey6f46
title: Occurrence Download

description: A dataset containing 3390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Sciurus vulgaris"
 ]
}

 The dataset includes 3390 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019869-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nd6zxbckdh
title: MOS Social Support Survey among caregivers of patients with advanced illness receiving palliative care

description: This data base contents data regarding Social Support in family caregivers of patients in palliative care. It has information of 434 participants. It can be share under consideration of the authors.
DOI: 10.17632/nd6zxbckdh.1
title: MOS Social Support Survey among caregivers of patients with advanced illness receiving palliative care

description: This data base contents data regarding Social Support in family caregivers of patients in palliative care. It has information of 434 participants. It can be share under consideration of the authors.
DOI: 10.5281/zenodo.16579435
title: Automatically generating digital forensic reference data triggered by mobile application updates: example datasets

description: The artifacts provided in this repository are illustrative results from our paper "Automatically generating digital forensic reference data triggered by mobile application updates". Our paper can be cited as follows:



Claij-Swart, A.A., Oudsen, E., Timbermont, B., Hargreaves, C., & Voigt, L.L. (2025). Automatically generating digital forensic reference data triggered by mobile application updates. Forensic Science International: Digital Investigation, 54, 301985. https://doi.org/10.1016/j.fsidi.2025.301985


For more details on the specific contents of these files, please refer to the README.md.
DOI: 10.5281/zenodo.16579436
title: Automatically generating digital forensic reference data triggered by mobile application updates: example datasets

description: The artifacts provided in this repository are illustrative results from our paper "Automatically generating digital forensic reference data triggered by mobile application updates". Our paper can be cited as follows:



Claij-Swart, A.A., Oudsen, E., Timbermont, B., Hargreaves, C., & Voigt, L.L. (2025). Automatically generating digital forensic reference data triggered by mobile application updates. Forensic Science International: Digital Investigation, 54, 301985. https://doi.org/10.1016/j.fsidi.2025.301985


For more details on the specific contents of these files, please refer to the README.md.