cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17297794
title: Supplementary Table 1. Top 5 candidate models ranked by their Akaike Information Criterion values

description: Supplementary Table 1. Top five candidate logistic regression models ranked according to their Akaike Information Criterion (AIC) values.The table summarizes model predictors, odds ratios (OR), 95% confidence intervals (CI), and p-values for the association between femoral morphology parameters and the studied outcome. Predictors include head–neck offset ratio (Dunn projection), femoral head and neck diameters (anteroposterior and lateral projections), and alpha angles (anteroposterior and lateral projections). Lower AIC values indicate better model fit.Notes: OR – odds ratio; CI – confidence interval; AIC – Akaike Information Criterion.

This table accompanies the main article as supplementary material and presents the comparative performance of alternative regression models used in the analysis.
DOI: 10.5281/zenodo.17297795
title: Supplementary Table 1. Top 5 candidate models ranked by their Akaike Information Criterion values

description: Supplementary Table 1. Top five candidate logistic regression models ranked according to their Akaike Information Criterion (AIC) values.The table summarizes model predictors, odds ratios (OR), 95% confidence intervals (CI), and p-values for the association between femoral morphology parameters and the studied outcome. Predictors include head–neck offset ratio (Dunn projection), femoral head and neck diameters (anteroposterior and lateral projections), and alpha angles (anteroposterior and lateral projections). Lower AIC values indicate better model fit.Notes: OR – odds ratio; CI – confidence interval; AIC – Akaike Information Criterion.

This table accompanies the main article as supplementary material and presents the comparative performance of alternative regression models used in the analysis.
DOI: 10.15468/dl.qpjmck
title: Occurrence Download

description: A dataset containing 1437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puma concolor",
 "HasCoordinate is True",
 "Year is 2023"
 ]
}

 The dataset includes 1437 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005625-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvtvft
title: Occurrence Download

description: A dataset containing 51946 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-75.4983 6.19579,-75.49695 6.19579,-75.49695 6.21248,-75.4983 6.21248,-75.4983 6.19579))",
 "Geometry POLYGON((-75.51454 6.10312,-75.41426 6.10312,-75.41426 6.21706,-75.51454 6.21706,-75.51454 6.10312))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 51946 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005604-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17469529
title: Trust-Game-fMRI (anonymous review package)

description: This dataset and code package are provided in support of the manuscript submitted for peer review. All author and funding information will be added after acceptance.

Anonymous review package for the manuscript on trust-game fMRI.Includes: (i) anonymized behavioral data (data/behavioral/trust_TG.xlsx), (ii) first-level contrast NIfTIs (data/fMRI/first_level_con_files/sub-*/con_*.nii), (iii) group-level results (data/fMRI/secondlevel_con_files/con*/ such as spmT_0001.nii, con_0001.nii, SPM.mat, thresholded maps/PNGs), and (iv) analysis scripts (code/behavioral/Behavioral Trust R codes.R, code/fMRI/FirstLevel.m, code/fMRI/secondLevel.m). Paths are project-relative; no local machine paths are required.Anonymized: author names, affiliations, and funding intentionally omitted for double-blind peer review. Final author/metadata will be added in a post-acceptance version.
DOI: 10.5281/zenodo.17469530
title: Trust-Game-fMRI (anonymous review package)

description: This dataset and code package are provided in support of the manuscript submitted for peer review. All author and funding information will be added after acceptance.

Anonymous review package for the manuscript on trust-game fMRI.Includes: (i) anonymized behavioral data (data/behavioral/trust_TG.xlsx), (ii) first-level contrast NIfTIs (data/fMRI/first_level_con_files/sub-*/con_*.nii), (iii) group-level results (data/fMRI/secondlevel_con_files/con*/ such as spmT_0001.nii, con_0001.nii, SPM.mat, thresholded maps/PNGs), and (iv) analysis scripts (code/behavioral/Behavioral Trust R codes.R, code/fMRI/FirstLevel.m, code/fMRI/secondLevel.m). Paths are project-relative; no local machine paths are required.Anonymized: author names, affiliations, and funding intentionally omitted for double-blind peer review. Final author/metadata will be added in a post-acceptance version.
DOI: 10.5281/zenodo.17469714
title: Detecting stochastic gravitational wave background from cosmic strings with next-generation detector networks: Component separation based on a multi-source astrophysical foreground noise model

description: This dataset contains all the plotting data and scripts used to generate the figures presented in the paper"Detecting stochastic gravitational wave background from cosmic strings with next-generation detector networks: Component separation based on a multi-source astrophysical foreground noise model."

The data and scripts enable full reproducibility of all figures and quantitative results in the paper, allowing other researchers to validate and extend the analysis.
DOI: 10.5281/zenodo.17469715
title: Detecting stochastic gravitational wave background from cosmic strings with next-generation detector networks: Component separation based on a multi-source astrophysical foreground noise model

description: This dataset contains all the plotting data and scripts used to generate the figures presented in the paper"Detecting stochastic gravitational wave background from cosmic strings with next-generation detector networks: Component separation based on a multi-source astrophysical foreground noise model."

The data and scripts enable full reproducibility of all figures and quantitative results in the paper, allowing other researchers to validate and extend the analysis.
DOI: 10.15468/dl.jk7w5x
title: Occurrence Download

description: A dataset containing 72412 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (Antioquia)",
 "Geometry POLYGON((-75.56395127092766 6.2094231208108965,-75.56395127092766 6.148095247806282,-75.37205293996499 6.148095247806282,-75.37205293996499 6.2094231208108965,-75.56395127092766 6.2094231208108965))"
 ]
 }
 ]
}

 The dataset includes 72412 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005609-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17469775
title: Abfall im Haushalt (simuliert) /

description: Sample preview of Abfall im Haushalt (simuliert) /. Full dataset available at https://buy.stripe.com/bJedR8ar1cLbfZI01d0cs0q
DOI: 10.5281/zenodo.17469774
title: Abfall im Haushalt (simuliert) /

description: Sample preview of Abfall im Haushalt (simuliert) /. Full dataset available at https://buy.stripe.com/bJedR8ar1cLbfZI01d0cs0q
DOI: 10.15468/dl.7xm5jx
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Contribution to knowledge of the Trichoptera of northwestern Algeria: New species records for the Algerian fauna and taxonomic remarks for the Maghreb fauna"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005627-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpv64r
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Castilleja litoralis"
 ]
}

 The dataset includes 458 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005626-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34973/rdc4-tz38
title: Reciprocity in multiple principals - one agent interactions: Experimental evidence

description: All Stata do-files, data and experimental software necessary to reproduce "Reciprocity in multiple principals - one agent interactions: Experimental evidence" are available in this replication archive.

Abstract of the paper: Agents frequently engage with multiple principals simultaneously--for example, when borrowing from several banks or peers. In such settings, principals typically possess less information about the agent's ability or intentions (e.g., to repay a loan) and must rely on trust. This paper presents experimental evidence from trust games framed in a credit market context to examine the role of reciprocity in interactions involving multiple principals (lenders) and a single agent (borrower). Agents were asked to decide whether to act trustworthily and repay, or to default and act selfishly, after receiving the same credit amount from either one or multiple principals. The results show that reciprocity declines when the number of trusting principals increases. A key mechanism appears to be the reduced marginal harm that an agent's default imposes on each individual principal. Additionally, agents seem less sensitive to the negative consequences of their actions when multiple principals are affected. These findings suggest that interactions involving multiple principals are behaviorally riskier than bilateral ones. The results have implications for the design of incentive structures in multi-principal-agent environments, such as crowdlending platforms.
DOI: 10.34973/dgpj-np55
title: Proteomic analysis of urinary extracellular vesicles from patients with ADTKD-HNF1β identifies roles for cilia-related proteins and serpins

description: This collection contains the data for the study "Proteomic analysis of urinary extracellular vesicles from patients with ADTKD-HNF1B identifies roles for cilia-related proteins and serpins". This research article was published as a part of a thesis and in American Journal of Physiology Renal Physiology (PMID: 40013955). 
Autosomal dominant tubulointerstitial kidney disease-subtype hepatocyte nuclear factor 1β (ADTKD-HNF1β) is caused by pathogenic variants in or deletions of the gene encoding transcription factor HNF1β. Patients with the same mutation have variable renal and extrarenal phenotypes, including renal cysts, diabetes, and electrolyte disturbances. The aim of this exploratory study was to provide insight whether pathophysiological effects in the kidney of patients with ADTKD-HNF1β are visible by analyzing their urinary extracellular vesicle (uEV) proteome. We isolated uEVs collected from patients with ADTKD-HNF1β and included patients with autosomal dominant polycystic kidney disease (ADPKD) and patients with chronic kidney disease (CKD) as controls. Subsequent LC-MS/MS proteomics and differential and pathway enrichment analyses were performed. Transcriptional targets of HNF1β were selected with ChIP sequencing to study changes in protein abundance due to loss of HNF1β, and correlation analyses with clinical features were performed. We found differential enrichment of five proteins, enrichment of pathways involved in cilia and cell-cell adhesion, and depletion of several Serpins in patients with ADTKD-HNF1β and ADPKD, compared with patients with CKD. We identified differential enrichment of nine HNF1β transcriptional targets between patients with ADTKD-HNF1β and patients with CKD, and we demonstrated that Serpin abundance negatively correlated with estimated glomerular filtration rate (eGFR) in patients with ADTKD-HNF1β (R = -0.52). The uEV proteome of patients with ADTKD-HNF1β shows an enrichment in proteins involved in renal cysts development, with resemblance to ADPKD. These changes provide new insight into the pathophysiology of ADTKD-HNF1β. Their onset and association with cyst development and kidney function decline warrants further study. 
In this collection, you can find the processed mass spectrometry data, NTA data and data corresponding the ELISA assays. Raw mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the data set identifier PXD050720 (URL included in metadata). Supplemental material was also made available on figshare (DOI included in metadata).
DOI: 10.34973/wkz9-c249
title: SAM Economic Evaluation

description: This dataset is used for the economic evaluation of the Manchester procedure versus the sacrospinous hysteropexy (SAM trial). 
The dataset contains trial protocol, statistical analysis plan, questionnaire data regarding iMTA PCQ and MCQ, EQ5D-5L, case record form data regarding baseline characteristics and retreatment.
DOI: 10.34973/5kg3-9852
title: Demo/Koremo corpus for Dutch and Korean emotional speech

description: This collection contains: 1) the Demo/Koremo corpus for Dutch and Korean emotional speech (wavefiles and readme), 2) scenarios used in its creation (text), 3) Textgrids used with the corpus (Praat TextGrids and readme), 4) data used for the paper ‘Investigating cross-cultural vocal emotion recognition with an affectively and linguistically balanced design’ (excel file including codebook and R file), and 5) R script used for that same paper (R file).

THE DEMO/KOREMO CORPUS has been specifically developed for the purpose of cross-linguistic comparison, and is more balanced than any similar corpus available so far: a) it contains expressions by both Dutch and Korean actors as well as judgments by both Dutch and Korean listeners; b) the same elicitation technique and recording procedure was used for recordings of both languages; c) the same nonsense sentence, which was constructed to be permissible in both languages, was used for recordings of both languages; and d) the emotions present in the corpus are balanced in terms of valence, arousal, and dominance. The corpus contains a comparatively large number of emotions (eight) uttered by a large number of speakers (eight Dutch and eight Korean). The counterbalanced nature of the corpus will enable a stricter investigation of language-specific versus universal aspects of emotional expression than was possible so far. Furthermore, given the carefully controlled phonetic content of the expressions, it allows for analysis of the role of specific phonetic features in emotional expression in Dutch and Korean.

THE PAPER ‘INVESTIGATING CROSS-CULTURAL VOCAL EMOTION RECOGNITION WITH AN AFFECTIVELY AND LINGUISTICALLY BALANCED DESIGN’ has two main goals, one theoretical and the other methodological. First, it aims to explore the recognition of emotions in two typologically different languages, Dutch and Korean, within and across cultures. Second, it aims to contribute to the methodological development of the study of cross-cultural vocal emotion recognition by employing the Demo/Koremo corpus for Dutch and Korean emotional speech.
DOI: 10.34973/sahs-vz71
title: Comparative in vitro evaluation of elastogenic compounds for pharmacological modulation of extracellular matrix production in human dermal fibroblasts

description: This data collection contains research data underlying the results of a scientific research article. Below is a short explanation of the experiments and the content of the collection. Background: Maintaining a proper balance between collagen and elastic fibers is essential for the skin’s structure, appearance, and functionality. With growing interest in skin regeneration and anti-aging, discovering compounds that promote elastogenesis remains a significant challenge. Existing treatments often show limited success, emphasizing the need for more advanced strategies in wound healing and regenerative medicine. Goal of the research: We investigated a range of elastogenic compounds using primary human dermal fibroblasts. We selected retinoic acid (RA), dexamethasone (DXM), minoxidil sulfate (MNX), transforming growth factor beta 1 (TGF-β1), insulin-like growth factor 1 (IGF-1), copper sulfate (CuSO₄), dill extract (DE), a stable vitamin C derivative (magnesium ascorbyl phosphate, MAP), heparin (HEP), and γ-aminobutyric acid (GABA). These compounds were tested under identical conditions to compare their biological activity, aiming to identify the most promising candidates for skin-related applications. Our analysis focused primarily on their effects on elastogenesis, while also evaluating their impact on collagen production, fibrotic responses, safety, and cytotoxicity in vitro.
DOI: 10.34973/k7jv-1w93
title: Pronouns of address in services marketing

description: The data was collected in May 2023. It explores the perception of different use of second-person pronouns (je, jij and u) in service ads in Dutch.

The methodology used for the data collection was an online experiment. In the collection we present both the raw data resulting from this online data collection ('Pronouns of address in services marketing_Raw Data') as the transformed data used for further analysis ('data_5cats', 'data_all_participants', 'data_dislike' and 'data_like'). File 'Rcode_model.R'  presents all the analysis run in R. 'Additional tests' presents an outcome of an additional analysis which is referred to in the article.
DOI: 10.34973/fbn6-xs09
title: RNA sequencing KdVS-drug screen 2025

description: This repository contains RNA sequencing data, including raw FASTQ files and a processed count table, from human pluripotent stem cell–derived neurons co-cultured with wild-type rat astrocytes. Samples include two control lines (C1 and C4) and three lines with KANSL1 haploinsufficiency associated with Koolen-de Vries Syndrome (KdVS; KdVS1, KdVS2, KdVS3). RNA sequencing was performed for DMSO-treated controls (C1 and C4) and for DMSO-, phloretin-, and fasudil (1 µM)-treated KdVS neurons at 30 days in vitro (DIV30), following treatment initiation at DIV16. Four technical replicates were included per condition. Total RNA was isolated using the Zymo Quick-RNA Microprep Kit, and RNA integrity was confirmed with Agilent High Sensitivity Tapestation (RIN 9.9–10). cDNA libraries were prepared using the TruSeq Stranded mRNA Library Prep Kit and sequenced (paired-end) on an Illumina NovaSeq X platform at the Utrecht Sequencing Facility (USEQ), The Netherlands. Read preprocessing was performed with fastp to trim adapters and remove PolyG artifacts. Seal (BBTools) was used to separate rat and human reads by mapping to Rnor_6.0 and GRCh38 reference genomes, with “ambig=first” used to assign ambiguous reads. Human reads were aligned to GRCh38 using HISAT2 with --rna-strandness FR, followed by sorting and indexing with SAMtools. UMI-tools was used for deduplication, and gene-level quantification was performed with Subread’s featureCounts. The repository includes paired-end FASTQ files (human reads only; R1 and R2 per sample), the all_featurecounts.txt file containing the processed count matrix, and a Metadata.xlsx file providing detailed information for each file in the repository. The Metadata includes attributes such as library strategy, organism, tissue, cell line, cell type, genotype, treatment, time point, molecule type, single or paired-end status, instrument model, processed data file, and raw file identifiers, formatted according to standard public RNA-seq data submission guidelines.
DOI: 10.5281/zenodo.17469753
title: Prospective climate change impacts of Swiss forest management and wood utilization strategies by integrating biogenic carbon dynamics

description: Forest Management and Wood Utilization Scenario Results for Switzerland (2014-2113)

This dataset contains annual time-series results from dynamic life cycle assessment of Swiss forest management and wood utilization strategies across five production regions (Jura, Plateau, Pre-Alps, Alps, Southern Alps) and national level.

Scenarios included:



Forest management: REF (reference) and IH (increased harvest)

Wood utilization: BAU (business-as-usual), IM (increased material use), IC (chemical substitution), EL (extended lifetime)

Substitution cases: High-impact (best-case) and low-impact (worst-case) substitution assumptions


Variables (annual values):



harvested_mtco2pa: Annual harvest volume (Mt CO₂ yr⁻¹)

harvested_all_mm3pa: Annual harvest volume (million m³ yr⁻¹)

annual_growth_mtco2pa: Annual forest growth (Mt CO₂ yr⁻¹)

above_ground_biomass_mtco2: Above-ground living biomass stock (Mt CO₂)

co2_ethylene_bio_mtco2: CO₂ emissions from bio-based ethylene production (Mt CO₂ yr⁻¹)

co2_ethylene_fossil_mtco2: CO₂ emissions from fossil ethylene (substitution reference) (Mt CO₂ yr⁻¹)

co2_heat_wood_mtco2: CO₂ emissions from wood combustion for heat (Mt CO₂ yr⁻¹)

co2_heat_fossil_mtco2: CO₂ emissions from fossil fuel heating (substitution reference) (Mt CO₂ yr⁻¹)

co2_material_wood_mtco2: CO₂ emissions from wood-based materials production (Mt CO₂ yr⁻¹)

co2_material_non_wood_mtco2: CO₂ emissions from non-wood materials (substitution reference) (Mt CO₂ yr⁻¹)

nep_above_mtco2pa: Net ecosystem productivity - aboveground (Mt CO₂ yr⁻¹)

nep_below_mtco2pa: Net ecosystem productivity - belowground (soil, litter, deadwood) (Mt CO₂ yr⁻¹)

radiative_forcing_wpm2: Instantaneous radiative forcing (W m⁻²)


Data structure:



One row per year (2014-2113), region, and scenario combination

Positive values indicate emissions; negative values indicate sequestration or substitution credits

Data generated using MASSIMO forest model, YASSO07 soil model, and prospective LCA with brightway / premise