cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/j3xg8vf7jd.2
title: Partial Homeownership: A Quantitative Analysis

description: This conaints all code and replication instructions for the paper "Partial Homeownership: A Quantitative Analysis" By Eirik Eylands Brandsaas and Jens Soerlie Kvaerner.

Replication material are also available at https://github.com/eirikbrandsaas/PartialHomeownership.jl.

Replication instructions are in readme.md.
DOI: 10.15468/dl.mugh3z
title: Occurrence Download

description: A dataset containing 4909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Amaranthus caudatus"
 ]
}

 The dataset includes 4909 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002000-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tgtdthtxf5
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/tgtdthtxf5.2
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: 10.15468/dl.3dhp9r
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Lycalopex culpaeus [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002001-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zty5nxj8fr
title: Reduced Prostate Cancer Risk in Patients with Androgenetic Alopecia Using 5-Alpha Reductase Inhibitors: A TriNetX Real-World Cohort Study

description: Supplementary materials for the manuscript titled "Reduced Prostate Cancer Risk in Patients with Androgenetic Alopecia Using 5-Alpha Reductase Inhibitors: A TriNetX Real-World Cohort Study".
DOI: 10.17632/zty5nxj8fr.5
title: Reduced Prostate Cancer Risk in Patients with Androgenetic Alopecia Using 5-Alpha Reductase Inhibitors: A TriNetX Real-World Cohort Study

description: Supplementary materials for the manuscript titled "Reduced Prostate Cancer Risk in Patients with Androgenetic Alopecia Using 5-Alpha Reductase Inhibitors: A TriNetX Real-World Cohort Study".
DOI: 10.17632/8z25s666b3
title: Data for spironolactone toxicosis

description: Ong et al. Spironolactone toxicosis in cats and dogs: a retrospective study highlighting dermatologists’ role in patient education; Table 1
DOI: 10.17632/8z25s666b3.1
title: Data for spironolactone toxicosis

description: Ong et al. Spironolactone toxicosis in cats and dogs: a retrospective study highlighting dermatologists’ role in patient education; Table 1
DOI: 10.17632/tx5nn3zcrm
title: Water immersion test of collapsible loess test pit in China

description: Most of the relevant data of immersion test in test pits in China
DOI: 10.17632/tx5nn3zcrm.1
title: Water immersion test of collapsible loess test pit in China

description: Most of the relevant data of immersion test in test pits in China
DOI: 10.17632/8jw6dw272k
title: Data for: A novel experimental approach to investigate element transport and isotope fractionation of Li and B in pegmatitic systems during fluid–melt interaction

description: We performed an experimental study investigating the transport of Li and B between two melt reservoirs that were connected only via a fluid phase. With this we simulated fluid exsolution occurring during late-stage pegmatite formation investigating the effect of fluid exsolution on the elemental transport of Li and B, as well as isotopic effects during fluid–melt interaction. The files contain the compositional data of the glasses after the experiments were performed. Data was obtained by electron microprobe (D1), femtosecond laser ablation sector field ICP-MS (D2) and femtosecond laser ablation multi collector ICP-MS (D3). D4 contains trace element concentrations that were measured by femtosecond laser ablation sector field ICP-MS on synthetic fluid inclusions.
DOI: 10.17632/8jw6dw272k.1
title: Data for: A novel experimental approach to investigate element transport and isotope fractionation of Li and B in pegmatitic systems during fluid–melt interaction

description: We performed an experimental study investigating the transport of Li and B between two melt reservoirs that were connected only via a fluid phase. With this we simulated fluid exsolution occurring during late-stage pegmatite formation investigating the effect of fluid exsolution on the elemental transport of Li and B, as well as isotopic effects during fluid–melt interaction. The files contain the compositional data of the glasses after the experiments were performed. Data was obtained by electron microprobe (D1), femtosecond laser ablation sector field ICP-MS (D2) and femtosecond laser ablation multi collector ICP-MS (D3). D4 contains trace element concentrations that were measured by femtosecond laser ablation sector field ICP-MS on synthetic fluid inclusions.
DOI: 10.17632/5g5crhwjkf
title: Replication Files for: "Reforming Labor Income Tax Progressivity During Demographic Transition: Welfare Effects in Korea"

description: This folder contains all code and data required to replicate the main results reported in the paper.
DOI: 10.17632/5g5crhwjkf.1
title: Replication Files for: "Reforming Labor Income Tax Progressivity During Demographic Transition: Welfare Effects in Korea"

description: This folder contains all code and data required to replicate the main results reported in the paper.
DOI: 10.17632/npzxg85b47
title: Dataset

description: A representative subset of the data supporting this study is provided to illustrate the computational workflow and validate the proposed methodology. The complete dataset originates from an external source and is not fully distributable under the applicable data-use conditions.
DOI: 10.17632/npzxg85b47.1
title: Dataset

description: A representative subset of the data supporting this study is provided to illustrate the computational workflow and validate the proposed methodology. The complete dataset originates from an external source and is not fully distributable under the applicable data-use conditions.
DOI: 10.17632/t7y8y5j2z2
title: DIRECTED PAINTING, A METHODOLOGY THAT ENHANCES MEMORY CONSOLIDATION

description: Data from the Directed Painting project: data collected and activities used
DOI: 10.17632/t7y8y5j2z2.1
title: DIRECTED PAINTING, A METHODOLOGY THAT ENHANCES MEMORY CONSOLIDATION

description: Data from the Directed Painting project: data collected and activities used
DOI: 10.17632/mbpvcmwdxx
title: Diverse and distinct transcriptional responses and metabolic activities underlying mineral weathering in two closely related Priestia megaterium PMA2-2 and Priestia flexa PMD1-1

description: The original data of Fig. 1, Fig. 2, Fig. 4, Fig. 5, Fig. S2, Fig. S3
DOI: 10.17632/mbpvcmwdxx.1
title: Diverse and distinct transcriptional responses and metabolic activities underlying mineral weathering in two closely related Priestia megaterium PMA2-2 and Priestia flexa PMD1-1

description: The original data of Fig. 1, Fig. 2, Fig. 4, Fig. 5, Fig. S2, Fig. S3
DOI: 10.17632/fpfzd2gzf5
title: Code for "Insufficient or Excessive Investment Under Sovereign Default Risk" JIE 2026

description: Replication package for "Insufficient or Excessive Investment Under Sovereign Default Risk",
Conditionally accepted at the Journal of International Economics

Abstract: Private agents do not internalize the impact of their investment decisions on the sovereign’s bond prices and default risk. Therefore, a standard externality argument implies that investment is insufficient and that a subsidy can improve welfare, if financed by non-distortionary means. We contrast this logic with a countervailing force. When the sovereign is impatient relative to households, plausibly due to political economy factors, it finds laissez-faire capital accumulation excessive and might prefer instead to tax it. We embed both mechanisms in a sovereign default model with decentralized capital investment, long-term public debt, and stochastic trend growth, calibrated to salient features of the Spanish economy. We find that the impatience channel dominates quantitatively, to such an extent that laissez-faire is preferable to the government’s ideal fiscal policy, based on households’ welfare.
DOI: 10.15468/dl.p63z4n
title: Occurrence Download

description: A dataset containing 122439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.10_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta",
 "Year is 2025"
 ]
}

 The dataset includes 122439 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001992-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fpfzd2gzf5.2
title: Code for "Insufficient or Excessive Investment Under Sovereign Default Risk" JIE 2026

description: Replication package for "Insufficient or Excessive Investment Under Sovereign Default Risk",
Conditionally accepted at the Journal of International Economics

Abstract: Private agents do not internalize the impact of their investment decisions on the sovereign’s bond prices and default risk. Therefore, a standard externality argument implies that investment is insufficient and that a subsidy can improve welfare, if financed by non-distortionary means. We contrast this logic with a countervailing force. When the sovereign is impatient relative to households, plausibly due to political economy factors, it finds laissez-faire capital accumulation excessive and might prefer instead to tax it. We embed both mechanisms in a sovereign default model with decentralized capital investment, long-term public debt, and stochastic trend growth, calibrated to salient features of the Spanish economy. We find that the impatience channel dominates quantitatively, to such an extent that laissez-faire is preferable to the government’s ideal fiscal policy, based on households’ welfare.
DOI: 10.17632/ngshmbym6x
title: Is the energy transition impacting the Eurozone sovereign credit risk? Evidence from Machine Learning

description: The compressed file “Replication_package.zip” contains materials related to the manuscript entitled “Is the energy transition impacting Eurozone sovereign credit risk? Evidence from Machine Learning.”
DOI: 10.17632/ngshmbym6x.1
title: Is the energy transition impacting the Eurozone sovereign credit risk? Evidence from Machine Learning

description: The compressed file “Replication_package.zip” contains materials related to the manuscript entitled “Is the energy transition impacting Eurozone sovereign credit risk? Evidence from Machine Learning.”
DOI: 10.17632/558fwjg564.1
title: Appendix - Effectiveness of paracetamol in the treatment of hip and knee osteoarthritis pain in adults: Literature review and meta-analysis REB

description: Additional study materials for "Effectiveness of paracetamol in the treatment of hip and knee osteoarthritis pain in adults: Literature review and meta-analysis REB", including the research strategy, tables detailing the characteristics of the studies, tables for the Risk of Bias tool (ROB2) and tables for the GRADE methods.
DOI: 10.17632/5djct78tgv
title: Scalp Transposition Flap as Both Defect Cover and Split-Thickness Skin Graft Donor - Supplemental Content

description: Supplemental content: Photograph of the patient’s healing at 1 month postoperatively. The flap’s donor site is engrafted, and the alopecic area has shifted backward. The random pattern transposition flap did not suffer from ischemia and is completely healed. The split-thickness skin graft donor site is also healed, although still hyperkeratotic at 1 month and was treated with moisturizer. Hairs has regrown on the flap. The standing cone has subsided but is still present (the patient did not want revision), however, it can be easily removed under local anesthesia.
DOI: 10.17632/5djct78tgv.1
title: Scalp Transposition Flap as Both Defect Cover and Split-Thickness Skin Graft Donor - Supplemental Content

description: Supplemental content: Photograph of the patient’s healing at 1 month postoperatively. The flap’s donor site is engrafted, and the alopecic area has shifted backward. The random pattern transposition flap did not suffer from ischemia and is completely healed. The split-thickness skin graft donor site is also healed, although still hyperkeratotic at 1 month and was treated with moisturizer. Hairs has regrown on the flap. The standing cone has subsided but is still present (the patient did not want revision), however, it can be easily removed under local anesthesia.
DOI: 10.17632/mbc58t9x63
title: Dataset for"Integrated Physiological and Metabolomic Analysis of the Postharvest Autolysis Mechanism in Fresh Dictyophora rubrovolvata"

description: Supporting data for "Integrated Physiological and Metabolomic Analysis of the Postharvest Autolysis Mechanism in Fresh Dictyophora rubrovolvata".
Supplementary Table S1:Details of significantly different metabolites during the FS–SS and SS–CS periods
Supplementary Table S2:Changes in the abundance of significantly different metabolites during the FS–SS and SS–CS periods
Supplementary Table S3:Significantly differential metabolites enriched in KEGG pathways
Supplementary Table S4:KEGG pathways enriched by significantly differential metabolites
Supplementary Table S5:Six pathways associated with energy metabolism, membrane system integrity, and cell wall degradation
Supplementary Table S6:Abbreviations of metabolites in Figure 8 and Figure 9
Supplementary Table S7: MS/MS-Based Characterisation of Metabolites Produced by Dictyophora rubrovolvata.
Supplementary Table S8: SPSS dataset for Postharvest Physiological and Biochemical Analysis of Dictyophora rubrovolvata.
DOI: 10.17632/mbc58t9x63.1
title: Dataset for"Integrated Physiological and Metabolomic Analysis of the Postharvest Autolysis Mechanism in Fresh Dictyophora rubrovolvata"

description: Supporting data for "Integrated Physiological and Metabolomic Analysis of the Postharvest Autolysis Mechanism in Fresh Dictyophora rubrovolvata".
Supplementary Table S1:Details of significantly different metabolites during the FS–SS and SS–CS periods
Supplementary Table S2:Changes in the abundance of significantly different metabolites during the FS–SS and SS–CS periods
Supplementary Table S3:Significantly differential metabolites enriched in KEGG pathways
Supplementary Table S4:KEGG pathways enriched by significantly differential metabolites
Supplementary Table S5:Six pathways associated with energy metabolism, membrane system integrity, and cell wall degradation
Supplementary Table S6:Abbreviations of metabolites in Figure 8 and Figure 9
Supplementary Table S7: MS/MS-Based Characterisation of Metabolites Produced by Dictyophora rubrovolvata.
Supplementary Table S8: SPSS dataset for Postharvest Physiological and Biochemical Analysis of Dictyophora rubrovolvata.
DOI: 10.17632/2jmwfnbsv6
title: Data set: Social Demographic Determinants of Ethnobotanical Knowledge and Utilisation of Medicinal Plants in an Urbanising Region

description: Medicinal plants were recorded in field data collection, showing local/scientific names, family, life form, parts used, therapeutic uses, preparation/admin methods, and IUCN/GISD/ISSG conservation status, with standardised names and harmonised categories.
DOI: 10.17632/2jmwfnbsv6.1
title: Data set: Social Demographic Determinants of Ethnobotanical Knowledge and Utilisation of Medicinal Plants in an Urbanising Region

description: Medicinal plants were recorded in field data collection, showing local/scientific names, family, life form, parts used, therapeutic uses, preparation/admin methods, and IUCN/GISD/ISSG conservation status, with standardised names and harmonised categories.
DOI: 10.17632/shstyxv6zn
title: Economic viability assessment in timber plantations for fuelwood and timber production

description: This dataset supports the study “Economic viability of converting degraded tea lands into Eucalyptus grandis plantations in Sri Lanka’s Central Highlands.” It contains the empirical and analytical data used to evaluate alternative land-use models for degraded tea lands, with a focus on economic performance and ecosystem service implications.

The dataset includes plantation-level data on establishment and management costs, fuelwood and timber yields, market prices, and rotation lengths used to construct short- and long-rotation plantation models. It also contains calculated economic indicators, including Net Present Value (NPV), Benefit–Cost Ratio (B/C), Internal Rate of Return (IRR), and Land Expectation Value (LEV), as well as results from sensitivity analysis examining the effects of changes in discount rates, prices, and costs.

All data were compiled from field observations, institutional records, and secondary sources relevant to Sri Lanka’s tea and forestry sectors. The dataset is intended to support transparency, reproducibility, and future comparative research on land restoration, bioenergy supply, and ecosystem service provisioning in plantation landscapes.
DOI: 10.17632/shstyxv6zn.1
title: Economic viability assessment in timber plantations for fuelwood and timber production

description: This dataset supports the study “Economic viability of converting degraded tea lands into Eucalyptus grandis plantations in Sri Lanka’s Central Highlands.” It contains the empirical and analytical data used to evaluate alternative land-use models for degraded tea lands, with a focus on economic performance and ecosystem service implications.

The dataset includes plantation-level data on establishment and management costs, fuelwood and timber yields, market prices, and rotation lengths used to construct short- and long-rotation plantation models. It also contains calculated economic indicators, including Net Present Value (NPV), Benefit–Cost Ratio (B/C), Internal Rate of Return (IRR), and Land Expectation Value (LEV), as well as results from sensitivity analysis examining the effects of changes in discount rates, prices, and costs.

All data were compiled from field observations, institutional records, and secondary sources relevant to Sri Lanka’s tea and forestry sectors. The dataset is intended to support transparency, reproducibility, and future comparative research on land restoration, bioenergy supply, and ecosystem service provisioning in plantation landscapes.
DOI: 10.17632/36f6zdx8k3
title: Mendeley Supplementary Figures For the Benefit of the Reviewers of the Brief Report - Effectiveness and Safety of Oral Tofacitinib in Patients with Recalcitrant FFA: A Pilot Study

description: This dataset contains supplementary clinical and dermoscopic images of a patient with refractory frontal fibrosing alopecia (FFA) treated with oral tofacitinib for 12 weeks. The images include before-and-after photographs of the frontal hairline and eyebrows, as well as dermoscopic scalp images documenting reduced perifollicular scales and erythema after treatment. The dataset supports visual assessment of therapeutic response.

Mendeley Supplementary Figure 1 For the Benefit of the Reviewers. Clinical photographs of a patient with refractory FFA, showing frontal hairline (1A) and after (1B) 12 weeks of oral tofacitinib therapy. 

Mendeley Supplementary Figure 2 For the Benefit of the Reviewers. Clinical photographs of a patient with refractory FFA, showing the eyebrows before (2A) and after (2B) 12 weeks of oral tofacitinib therapy. Notable improvements include increased eyebrow density and length.

Mendeley Supplementary Figure 3 For the Benefit of the Reviewers. Dermoscopic images of the scalp of a patient with refractory FFA showing prominent perifollicular scales, perifollicular erythema, and loss of follicular openings at baseline (3A), and after 12 weeks of oral tofacitinib therapy (3B), demonstrating a decrease in perifollicular scales and erythema.
DOI: 10.17632/36f6zdx8k3.1
title: Mendeley Supplementary Figures For the Benefit of the Reviewers of the Brief Report - Effectiveness and Safety of Oral Tofacitinib in Patients with Recalcitrant FFA: A Pilot Study

description: This dataset contains supplementary clinical and dermoscopic images of a patient with refractory frontal fibrosing alopecia (FFA) treated with oral tofacitinib for 12 weeks. The images include before-and-after photographs of the frontal hairline and eyebrows, as well as dermoscopic scalp images documenting reduced perifollicular scales and erythema after treatment. The dataset supports visual assessment of therapeutic response.

Mendeley Supplementary Figure 1 For the Benefit of the Reviewers. Clinical photographs of a patient with refractory FFA, showing frontal hairline (1A) and after (1B) 12 weeks of oral tofacitinib therapy. 

Mendeley Supplementary Figure 2 For the Benefit of the Reviewers. Clinical photographs of a patient with refractory FFA, showing the eyebrows before (2A) and after (2B) 12 weeks of oral tofacitinib therapy. Notable improvements include increased eyebrow density and length.

Mendeley Supplementary Figure 3 For the Benefit of the Reviewers. Dermoscopic images of the scalp of a patient with refractory FFA showing prominent perifollicular scales, perifollicular erythema, and loss of follicular openings at baseline (3A), and after 12 weeks of oral tofacitinib therapy (3B), demonstrating a decrease in perifollicular scales and erythema.
DOI: 10.17632/mjnpsbs6fs
title: Steel Slag Flow Dataset (SSFD)

description: The dataset is collected from an accelerometer at a sampling rate of 6,400 Hz and a duration of 5 seconds per file. Each file contains time, as well as x, y, and z-axis accelerometer data. Labels indicate slag flow conditions: "E" for no slag (early), "B" for before slag flow, and "S" for during slag flow. Each occurrence has a unique number (e.g. E-5), with varying confidential slag mixtures.