cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15318594
title: Data files for the manuscript entitled, "Single-cell DNA methylome and 3D genome atlas of human subcutaneous adipose tissue."

description: These are the genome-wide association study (GWAS) statistics in the UK Biobank and Source Data files for our paper Chen ZJ, Das SS, Kar A, Lee SHT, Abuhanna KD, Alvarez M, Sukhatme MG, Wang Z, Gelev KZ, Heffel MG, Zhang Y, Avram O, Rahmani E, Sankararaman S, Heinonen S, Peltoniemi H, Halperin E, Pietiläinen KH, Luo C, Pajukanta P. Single-cell DNA methylome and 3D genome atlas of human subcutaneous adipose tissue.Further details of these analyses can be found in the Methods and Results part of this paper.

 

Repository contents

GWAS summary statistics in the UK Biobank for C-reactive protein (CRP), body mass index (BMI), metabolic-dysfunction associated steatotic liver disease (MASLD), and waist-to-hip ratio adjusted for BMI (WHRadjBMI):



GWAS.zip


Figure source data:



Figure2.zip

Figure3.zip

Figure4.zip

Figure5.zip

Figure6.zip

ExtendedDataFigure1.zip

ExtendedDataFigure2.zip

ExtendedDataFigure3.zip

ExtendedDataFigure4.zip

ExtendedDataFigure5.zip

ExtendedDataFigure6.zip

ExtendedDataFigure7.zip

ExtendedDataFigure8.zip

ExtendedDataFigure9.zip

ExtendedDataFigure10.zip

SupplementaryFigure1.zip

SupplementaryFigure2.zip

SupplementaryFigure3.zip

SupplementaryFigure4.zip

SupplementaryFigure5.zip

SupplementaryFigure6.zip

SupplementaryFigure7.zip
DOI: 10.5281/zenodo.15318595
title: Data files for the manuscript entitled, "Single-cell DNA methylome and 3D genome atlas of human subcutaneous adipose tissue."

description: These are the genome-wide association study (GWAS) statistics in the UK Biobank and Source Data files for our paper Chen ZJ, Das SS, Kar A, Lee SHT, Abuhanna KD, Alvarez M, Sukhatme MG, Wang Z, Gelev KZ, Heffel MG, Zhang Y, Avram O, Rahmani E, Sankararaman S, Heinonen S, Peltoniemi H, Halperin E, Pietiläinen KH, Luo C, Pajukanta P. Single-cell DNA methylome and 3D genome atlas of human subcutaneous adipose tissue.Further details of these analyses can be found in the Methods and Results part of this paper.

 

Repository contents

GWAS summary statistics in the UK Biobank for C-reactive protein (CRP), body mass index (BMI), metabolic-dysfunction associated steatotic liver disease (MASLD), and waist-to-hip ratio adjusted for BMI (WHRadjBMI):



GWAS.zip


Figure source data:



Figure2.zip

Figure3.zip

Figure4.zip

Figure5.zip

Figure6.zip

ExtendedDataFigure1.zip

ExtendedDataFigure2.zip

ExtendedDataFigure3.zip

ExtendedDataFigure4.zip

ExtendedDataFigure5.zip

ExtendedDataFigure6.zip

ExtendedDataFigure7.zip

ExtendedDataFigure8.zip

ExtendedDataFigure9.zip

ExtendedDataFigure10.zip

SupplementaryFigure1.zip

SupplementaryFigure2.zip

SupplementaryFigure3.zip

SupplementaryFigure4.zip

SupplementaryFigure5.zip

SupplementaryFigure6.zip

SupplementaryFigure7.zip
DOI: 10.57701/suf.rtzn.2011.1-0
title: Versichertenrentenzugang 2011
title: SUF
title: RTZN

description: Scientific Use File Versichertenrentenzugang (SUF.RTZN):Grundlage des Querschnittsdatensatzes SUF.RTZN ist die Rentenzugangsstatistik (§ 6 RSVwV, SK90). Die Grundgesamtheit des SUF.RTZN bilden Alters- und Erwerbsminderungsrenten, deren Rentenbeginn im Berichtjahr liegt. Die Größe der Zufallsstichprobe beträgt 20 Prozent. Berichtet wird neben demographischen Angaben über wichtige rentenrechtliche Sachverhalte wie beispielsweise Rentenhöhe, Komponenten des Rentenzahlbetrages, Entgeltpunkte sowie angerechnete versicherungsrechtliche Zeiten.
DOI: 10.15468/dl.cs2nt2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strongylopus bonaespei (Dubois, 1981)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036257-250525065834625/datasets/export for details.
DOI: 10.15468/dl.83cwey
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Kedrostis nana",
 "Geometry POLYGON((29.76451 -26.09643, 32.1599 -26.09643, 32.1599 -22.51877, 29.76451 -22.51877, 29.76451 -26.09643))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036263-250525065834625/datasets/export for details.
DOI: 10.17632/6sb6cmrfh3
title: Mitigating Extrusion Instabilities and Enhancing Mechanical Performance of Industrial Recycled Polyolefins via Layer Multiplying Elements

description: This study investigates the structural and mechanical performance of multilayer films containing recycled polypropylene (PP) materials, with a focus on understanding how layer multiplication and blend composition influence properties relevant to flexible packaging applications. A three-layer coextruded film structure was used as the base, with virgin polypropylene (vPP) consistently applied as the skin layer, while the core layer composition was varied using either 100% recycled PP2, PP1, or 50/50 blends of recycled PP2 and recycled PP1. To enhance layer uniformity and interfacial interaction, a Layer Multiplying Element (LME) was employed to increase the number of layers from 3 to 9.
Comprehensive tensile testing followed by multiple regression analysis revealed that the use of LME significantly improved mechanical properties, particularly elongation at break and modulus in the transverse direction (TD). The interaction between LME and PP2 was statistically significant and contributed positively to ductility. Temperature and vPP content were also found to positively influence stress and modulus. However, the presence of recycled PP2 in the core generally reduced ductility and strength, highlighting the trade-offs when incorporating post-consumer materials.
Scanning Electron Microscopy (SEM) of fractured specimens showed that brittle failure was often associated with interfacial delamination, particularly in recycled-rich regions, while ductile failure exhibited entangled layer structures, indicating better energy absorption and interlayer cohesion. Importantly, both monolayer and multilayer films with recycled content displayed ribbings or striations aligned in the machine direction (MD), particularly in areas rich in recycled PP2 or PP1/PP2 blends. These features suggest uneven melt flow and domain elongation due to molecular inhomogeneities in the recycled polymers.
Visual inspection with an online camera system during film processing further supported these findings. Films processed without LME exhibited surface perforations and non-uniform coloration, indicating poor material distribution and potential phase incompatibility. In contrast, films processed with LME were visually uniform and defect-free, highlighting the LME’s role in promoting layer refinement, better dispersion, and optical consistency.
DOI: 10.6084/m9.figshare.28560650.v1
title: Section_5-1

description: This file contains an overview of participants and the interview guideline for the evaluation from the paper: "A Procedural Framework for Assessing the Desirability of Process Deviations" accepted at the BPM Conference 2025
DOI: 10.17632/6sb6cmrfh3.1
title: Mitigating Extrusion Instabilities and Enhancing Mechanical Performance of Industrial Recycled Polyolefins via Layer Multiplying Elements

description: This study investigates the structural and mechanical performance of multilayer films containing recycled polypropylene (PP) materials, with a focus on understanding how layer multiplication and blend composition influence properties relevant to flexible packaging applications. A three-layer coextruded film structure was used as the base, with virgin polypropylene (vPP) consistently applied as the skin layer, while the core layer composition was varied using either 100% recycled PP2, PP1, or 50/50 blends of recycled PP2 and recycled PP1. To enhance layer uniformity and interfacial interaction, a Layer Multiplying Element (LME) was employed to increase the number of layers from 3 to 9.
Comprehensive tensile testing followed by multiple regression analysis revealed that the use of LME significantly improved mechanical properties, particularly elongation at break and modulus in the transverse direction (TD). The interaction between LME and PP2 was statistically significant and contributed positively to ductility. Temperature and vPP content were also found to positively influence stress and modulus. However, the presence of recycled PP2 in the core generally reduced ductility and strength, highlighting the trade-offs when incorporating post-consumer materials.
Scanning Electron Microscopy (SEM) of fractured specimens showed that brittle failure was often associated with interfacial delamination, particularly in recycled-rich regions, while ductile failure exhibited entangled layer structures, indicating better energy absorption and interlayer cohesion. Importantly, both monolayer and multilayer films with recycled content displayed ribbings or striations aligned in the machine direction (MD), particularly in areas rich in recycled PP2 or PP1/PP2 blends. These features suggest uneven melt flow and domain elongation due to molecular inhomogeneities in the recycled polymers.
Visual inspection with an online camera system during film processing further supported these findings. Films processed without LME exhibited surface perforations and non-uniform coloration, indicating poor material distribution and potential phase incompatibility. In contrast, films processed with LME were visually uniform and defect-free, highlighting the LME’s role in promoting layer refinement, better dispersion, and optical consistency.
DOI: 10.15468/dl.nyajna
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Ischaemum fasciculatum",
 "Geometry POLYGON((29.76451 -26.09643, 32.1599 -26.09643, 32.1599 -22.51877, 29.76451 -22.51877, 29.76451 -26.09643))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036262-250525065834625/datasets/export for details.
DOI: 10.17632/sxhf8kc573
title: original data for "TWIST1 promotes pancreatic cancer progression via regulation of glycolysis and immune microenvironment​"

description: original data for "TWIST1 promotes pancreatic cancer progression via regulation of glycolysis and immune microenvironment​"
DOI: 10.57701/suf.rtzn.2012.1-0
title: Versichertenrentenzugang 2012
title: SUF
title: RTZN

description: Scientific Use File Versichertenrentenzugang (SUF.RTZN):Grundlage des Querschnittsdatensatzes SUF.RTZN ist die Rentenzugangsstatistik (§ 6 RSVwV, SK90). Die Grundgesamtheit des SUF.RTZN bilden Alters- und Erwerbsminderungsrenten, deren Rentenbeginn im Berichtjahr liegt. Die Größe der Zufallsstichprobe beträgt 20 Prozent. Berichtet wird neben demographischen Angaben über wichtige rentenrechtliche Sachverhalte wie beispielsweise Rentenhöhe, Komponenten des Rentenzahlbetrages, Entgeltpunkte sowie angerechnete versicherungsrechtliche Zeiten.
DOI: 10.17632/sxhf8kc573.1
title: original data for "TWIST1 promotes pancreatic cancer progression via regulation of glycolysis and immune microenvironment​"

description: original data for "TWIST1 promotes pancreatic cancer progression via regulation of glycolysis and immune microenvironment​"
DOI: 10.15468/dl.w6bq2s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Hyparrhenia hirta",
 "Geometry POLYGON((29.76451 -26.09643, 32.1599 -26.09643, 32.1599 -22.51877, 29.76451 -22.51877, 29.76451 -26.09643))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036260-250525065834625/datasets/export for details.
DOI: 10.15468/dl.76g3he
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "Geometry POLYGON((80 40,92 40,92 50,80 50,80 40))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Podiceps nigricollis C.L.Brehm, 1831",
 "Year 2022-2025"
 ]
}

 The dataset includes 64 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036259-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxh9cc
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Plakinastrella onkodes Uliczka, 1929"
 ]
}

 The dataset includes 42 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036264-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2fjhmdg5nt.1
title: Magnesium Alloy Mechanical Property Database

description: The dataset includes information regarding the mechanical property of magnesium (Mg) alloys. The dataset has been processed and used for machine learning (ML) operations. 
This database includes alloy names/compositions (individual elemental makeup in weight percentage), processing, yield strength, ultimate tensile strength, and ductility.
DOI: 10.5281/zenodo.14929926
title: Dataset for conference contribution called "Thulium-doped fiber laser with longitudinally segmented active fiber"

description: The dataset represents the experimental data for conference paper called "Thulium-doped fiber laser with longitudinally segmented active fiber”.
DOI: 10.5281/zenodo.14929927
title: Dataset for conference contribution called "Thulium-doped fiber laser with longitudinally segmented active fiber"

description: The dataset represents the experimental data for conference paper called "Thulium-doped fiber laser with longitudinally segmented active fiber”.
DOI: 10.15468/dl.kqtqt7
title: Occurrence Download

description: A dataset containing 27622 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orcinus orca (Linnaeus, 1758)"
 ]
}

 The dataset includes 27622 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036261-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57680/asep.0636171
title: Kapilární elektroforéza s laserem indukovaou fluorescencí pro analýzu biologických thiolů v kondenzátu vydechovaného vzduchu po prekoncentraci na zlatých a zlatých magnetických nanočásticích
title: Capillary electrophoresis with laser induced fluorescence for the analysis of biological thiols in exhaled breath condensate after preconcentration using gold and gold-grafted magnetic nanoparticles

description: Naměřená data z kapilární elektroforézy, UV-VIS a fluorescenční spektra
description: Electrophoreograms, UV-VIS and fluorescence spectra
DOI: 10.17632/k9426ws4rc
title: Study on Traffic Accident Risk Arising from Driving Workload Overload in Complex Environments

description: This study investigates highway safety by analyzing how flat curve radius affects driver response on mountain roads. Using data from 97 drivers (steering angle, speed, acceleration), results show maneuver difficulty increases on small-radius curves but decreases on large-radius ones. The entropy weighting method determined evaluation index weights, constructing a driver adaptability coefficient function. Linear relationships between curve radius and coefficients were established, along with regression equations for specific ranges. The findings reveal how driving proficiency impacts load capacity and adjustment mechanisms, providing a basis for further research on driving load, accident-prone sections, and traffic safety improvements.
DOI: 10.17632/k9426ws4rc.1
title: Study on Traffic Accident Risk Arising from Driving Workload Overload in Complex Environments

description: This study investigates highway safety by analyzing how flat curve radius affects driver response on mountain roads. Using data from 97 drivers (steering angle, speed, acceleration), results show maneuver difficulty increases on small-radius curves but decreases on large-radius ones. The entropy weighting method determined evaluation index weights, constructing a driver adaptability coefficient function. Linear relationships between curve radius and coefficients were established, along with regression equations for specific ranges. The findings reveal how driving proficiency impacts load capacity and adjustment mechanisms, providing a basis for further research on driving load, accident-prone sections, and traffic safety improvements.
DOI: 10.15468/dl.dnq2yv
title: Occurrence Download

description: A dataset containing 1568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "StateProvince is one of (Hessen, BADEN-WÜRTTEMBERG)",
 "TaxonKey is Sambucus nigra L.",
 "Year 2019-2025"
 ]
}

 The dataset includes 1568 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036265-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57701/suf.rtzn.2013.1-0
title: Versichertenrentenzugang 2013
title: SUF
title: RTZN

description: Scientific Use File Versichertenrentenzugang (SUF.RTZN):Grundlage des Querschnittsdatensatzes SUF.RTZN ist die Rentenzugangsstatistik (§ 6 RSVwV, SK90). Die Grundgesamtheit des SUF.RTZN bilden Alters- und Erwerbsminderungsrenten, deren Rentenbeginn im Berichtjahr liegt. Die Größe der Zufallsstichprobe beträgt 20 Prozent. Berichtet wird neben demographischen Angaben über wichtige rentenrechtliche Sachverhalte wie beispielsweise Rentenhöhe, Komponenten des Rentenzahlbetrages, Entgeltpunkte sowie angerechnete versicherungsrechtliche Zeiten.
DOI: 10.15468/dl.7z9j2c
title: Occurrence Download

description: A dataset containing 5504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Eurema hecabe (Linnaeus, 1758)"
 ]
}

 The dataset includes 5504 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036269-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15641034
title: DIGITAL TRANSFORMATION IN MODERN FOOTBALL: A CASE STUDY ON VAR TECHNOLOGY AND PLAYER MONITORING SYSTEMS

description: The rapid integration of digital technology has significantly transformed professional football, especially through systems such as the Video Assistant Referee (VAR) and player monitoring tools. These technologies aim to support fairer officiating, improve match decision-making, and optimize athlete performance by using real-time data, artificial intelligence, and computer vision. This study was conducted as a Systematic Literature Review (SLR) to analyze the effectiveness, challenges, and technological evolution of VAR and player tracking systems used in elite-level football across the globe.

This uploaded ZIP file contains selected PDF documents used during the SLR process. A total of 50 peer-reviewed papers published between 2021 and 2025 were used as primary sources for analysis. The papers were obtained through institutional access and academic databases, and are provided here for the purpose of academic documentation, transparency, and internal reference only. These documents are not to be distributed commercially. All intellectual property belongs to their respective publishers and authors. Researchers who wish to access official copies of these papers should visit the publisher’s websites or access them via their university libraries.
DOI: 10.5281/zenodo.15641035
title: DIGITAL TRANSFORMATION IN MODERN FOOTBALL: A CASE STUDY ON VAR TECHNOLOGY AND PLAYER MONITORING SYSTEMS

description: The rapid integration of digital technology has significantly transformed professional football, especially through systems such as the Video Assistant Referee (VAR) and player monitoring tools. These technologies aim to support fairer officiating, improve match decision-making, and optimize athlete performance by using real-time data, artificial intelligence, and computer vision. This study was conducted as a Systematic Literature Review (SLR) to analyze the effectiveness, challenges, and technological evolution of VAR and player tracking systems used in elite-level football across the globe.

This uploaded ZIP file contains selected PDF documents used during the SLR process. A total of 50 peer-reviewed papers published between 2021 and 2025 were used as primary sources for analysis. The papers were obtained through institutional access and academic databases, and are provided here for the purpose of academic documentation, transparency, and internal reference only. These documents are not to be distributed commercially. All intellectual property belongs to their respective publishers and authors. Researchers who wish to access official copies of these papers should visit the publisher’s websites or access them via their university libraries.
DOI: 10.17632/g6cxdchhyz
title: data

description: data for environamtal paper
DOI: 10.17632/g6cxdchhyz.1
title: data

description: data for environamtal paper
DOI: 10.15468/dl.3tbq54
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Carabid beetles in Southern Dolomites from 1983 to 1996"
 ]
}

 The dataset includes 358 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036267-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kss4fsggvm
title: High-Performance Liquid Chromatography Method Modification for the Simultaneous Analysis of Disodium Guanylate and Disodium Inosinate in Mushrooms (specifically Hericium erinaceus)

description: The data presents a modified method from existing methods for the simultaneous analysis of disodium guanylate (GMP) and disodium inosinate (IMP) in Hericium erinaceus mushrooms using high-performance liquid chromatography (HPLC).
DOI: 10.15468/dl.kgrn5p
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Petromyzon marinus Linnaeus, 1758"
 ]
}

 The dataset includes 517 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036270-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.