cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14786001
title: Electrodermal Activity for Stress Identification

description: Dataset Description

The "Electrodermal Activity for Stress Identification" dataset is associated with the study "Deep Support Vector Machines for the Identification of Stress Condition from Electrodermal Activity" and provides physiological data used to classify stress and calm states based on electrodermal activity (EDA) signals.

Dataset Details



Source: The data was collected from 147 volunteers who participated in an experiment designed to induce stress and calm conditions through audiovisual stimuli exposure.

Recording Device: The Empatica E4 wristband was used, a commercially available and validated device for electrodermal activity measurement.

Included Variables:



Raw EDA signals: Continuous recordings of electrodermal activity measured in microsiemens (µS).

Extracted Features: Processed data in the time domain, frequency domain, and morphological analysis.

State Labels: Each data segment is classified as stress or calm, based on the experimental condition.

Time Stamps: Time markers for each recording in seconds, tracking the signal evolution during stimulus exposure.



File Format: The dataset is available in CSV and MAT formats, making it compatible with Python, MATLAB, and other data science tools.


Usage and Applications

This dataset is useful for research in computational neuroscience, machine learning, psychophysiology, and digital health. It can be applied to:



Training and validating stress classification models using machine learning algorithms such as SVM, neural networks, and deep learning.

Analyzing physiological stress patterns in controlled environments.

Developing biofeedback systems and mental well-being applications for real-time stress detection.


Open Access and Availability

The dataset has been published in open access on the Zenodo repository, allowing for reuse and replicability in future research. 

License

This dataset is available under a Creative Commons (CC-BY 4.0) license, permitting usage, modification, and redistribution as long as proper citation is given to the original source.
DOI: 10.15468/dl.2aqdt6
title: Occurrence Download

description: A dataset containing 28069 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus rotundus L."
 ]
}

 The dataset includes 28069 records from 829 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007315-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/kevb-8226
title: Data from paper
DOI: 10.6084/m9.figshare.28297619
title: Search Strategy and Data Exctraction Information.docx

description: <b>Assessment of cross-cultural adaptations and patient-reported outcome measures relevant to shoulder disorders in Turkish: A systematic review using the COSMIN methodology.</b>
DOI: 10.6084/m9.figshare.28297619.v1
title: Search Strategy.docx

description: <b>Assessment of cross-cultural adaptations and patient-reported outcome measures relevant to shoulder disorders in Turkish: A systematic review using the COSMIN methodology.</b>
DOI: 10.15468/dl.s8r26r
title: Occurrence Download

description: A dataset containing 34066944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingCountry is South Africa",
 "Country is one of (South Africa)"
 ]
}

 The dataset includes 34066944 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007316-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14779055
title: Gene/Protein BridgeDb ID Mapping Database (Ensembl 111)

description: Ensembl 111 derived ID mapping databases for use with BridgeDb.The scripts used to create these databases based on Ensembl BioMart can be found at https://github.com/bridgedb/create-bridgedb-genedb.
DOI: 10.5281/zenodo.14779056
title: Gene/Protein BridgeDb ID Mapping Database (Ensembl 111)

description: Ensembl 111 derived ID mapping databases for use with BridgeDb.The scripts used to create these databases based on Ensembl BioMart can be found at https://github.com/bridgedb/create-bridgedb-genedb.
DOI: 10.15468/dl.4gna53
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "DatasetKey is one of (EOD – eBird Observation Dataset, The observations of the Great Bustards and Baiji dolphin in China of the year 2018)",
 "GadmGid is one of (CHN.12_1, CHN.12.13_1, CHN.12.13.2_1, CHN.12.13.1_1)",
 "Geometry POLYGON((114.60581397406693 34.86999649286179,114.71359915291401 34.86999649286179,114.71359915291401 34.977781671708854,114.60581397406693 34.977781671708854,114.60581397406693 34.86999649286179))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Otis tarda Linnaeus, 1758"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007317-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmc3y3
title: Occurrence Download

description: A dataset containing 1153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((23.73156 38.56028,63.07316 38.56028,63.07316 68.16633,23.73156 68.16633,23.73156 38.56028))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoxinus Rafinesque, 1820"
 ]
}

 The dataset includes 1153 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007318-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28328540
title: Information for Screening Studies.xlsx

description: <b>Assessment of cross-cultural adaptations and patient-reported outcome measures relevant to shoulder disorders in Turkish: A systematic review using the COSMIN methodology.</b>
DOI: 10.15468/dl.sb5fbq
title: Occurrence Download

description: A dataset containing 1128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Europe, Asia)",
 "Country is one of (Russian Federation, Belarus, Ukraine, Georgia, Moldova, Republic of, Lithuania, Latvia, Estonia, Finland)",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoxinus Rafinesque, 1820"
 ]
}

 The dataset includes 1128 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007319-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqb7hb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "DatasetKey is one of (EOD – eBird Observation Dataset, The observations of the Great Bustards and Baiji dolphin in China of the year 2018)",
 "GadmGid is one of (CHN.12_1, CHN.12.13_1, CHN.12.13.2_1, CHN.12.13.1_1)",
 "Geometry POLYGON((114.60581397406693 34.86999649286179,114.71359915291401 34.86999649286179,114.71359915291401 34.977781671708854,114.60581397406693 34.977781671708854,114.60581397406693 34.86999649286179))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Otis tarda Linnaeus, 1758"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007320-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89m7et
title: Occurrence Download

description: A dataset containing 1128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Europe, Asia)",
 "Country is one of (Russian Federation, Belarus, Ukraine, Georgia, Moldova, Republic of, Lithuania, Latvia, Estonia, Finland)",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoxinus Rafinesque, 1820"
 ]
}

 The dataset includes 1128 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007321-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28328549
title: lipid metabolism data.xlsx

description: Introduction: The heart predominantly derives its energy from fatty acid (FA) oxidation. However, the uncoupling of lipid uptake and FA oxidation can result in abnormal cardiac lipid accumulation and lipotoxicity, particularly in the context of heart failure. CD36 is a critical mediator of FA uptake in cardiac tissue. Studies have shown that genetic deletion of CD36 can prevent the onset of cardiac hypertrophy and dysfunction in murine models of obesity and diabetes. Nevertheless, the precise role of CD36 knockdown or knockout in the development and progression of cardiac dysfunction under conditions of pressure overload remains unclear.Objective: This study aims to investigate the feasibility of CD36 partially knockdown in the prevention of cardiac lipotoxicity and functional impairment in pressure overload heart.Methods: Cardiac-specific CD36 totally knockout (CKO) and partially knockdown (CKD) mice were induced by genetics deletion and AAV-9 CD36 shRNA injection, respectively. Both CD36 CKO and CKD mice were subjected to transverse aortic constriction (TAC) operation to induce cardiac pressure overload. Cardiac function was measured by echocardiography. Cardiac lipid accumulation, FA oxidation and metabolic sate were also examined. Results: TAC operation induced significant cardiac dysfunction and pathological cardiac remodeling, accompanied by aberrant intra-myocardial lipid deposition and impaired FAO capacity. CD36 CKO attenuated aberrant lipid accumulation in the failing heart, while aggravated TAC-induced cardiac energy deprivation and oxidative stress. In contrast, CD36 CKD ameliorated TAC-induced lipid accumulation and excessive oxidative stress in the mice heart, accompanied by improved mitochondrial respiration function. Moreover, CD36 CKD induced a robust increase in glycolytic flux into the TCA cycle, which led to preserved ATP generation. As a result, CD36 CKD prevented the development of pressure overload-induced cardiac hypertrophy and dysfunction. Conclusion: In this study, we reported that CD36 CKD, not CD36 CKO, was able to protect against cardiac functional impairment in the pressure-overload heart. Manipulating CD36 was a feasible strategy to achieve an optimal point which maintain cardiac energy supply while avoiding lipotoxicity.<br>
DOI: 10.6084/m9.figshare.28328549.v1
title: lipid metabolism data.xlsx

description: Introduction: The heart predominantly derives its energy from fatty acid (FA) oxidation. However, the uncoupling of lipid uptake and FA oxidation can result in abnormal cardiac lipid accumulation and lipotoxicity, particularly in the context of heart failure. CD36 is a critical mediator of FA uptake in cardiac tissue. Studies have shown that genetic deletion of CD36 can prevent the onset of cardiac hypertrophy and dysfunction in murine models of obesity and diabetes. Nevertheless, the precise role of CD36 knockdown or knockout in the development and progression of cardiac dysfunction under conditions of pressure overload remains unclear.Objective: This study aims to investigate the feasibility of CD36 partially knockdown in the prevention of cardiac lipotoxicity and functional impairment in pressure overload heart.Methods: Cardiac-specific CD36 totally knockout (CKO) and partially knockdown (CKD) mice were induced by genetics deletion and AAV-9 CD36 shRNA injection, respectively. Both CD36 CKO and CKD mice were subjected to transverse aortic constriction (TAC) operation to induce cardiac pressure overload. Cardiac function was measured by echocardiography. Cardiac lipid accumulation, FA oxidation and metabolic sate were also examined. Results: TAC operation induced significant cardiac dysfunction and pathological cardiac remodeling, accompanied by aberrant intra-myocardial lipid deposition and impaired FAO capacity. CD36 CKO attenuated aberrant lipid accumulation in the failing heart, while aggravated TAC-induced cardiac energy deprivation and oxidative stress. In contrast, CD36 CKD ameliorated TAC-induced lipid accumulation and excessive oxidative stress in the mice heart, accompanied by improved mitochondrial respiration function. Moreover, CD36 CKD induced a robust increase in glycolytic flux into the TCA cycle, which led to preserved ATP generation. As a result, CD36 CKD prevented the development of pressure overload-induced cardiac hypertrophy and dysfunction. Conclusion: In this study, we reported that CD36 CKD, not CD36 CKO, was able to protect against cardiac functional impairment in the pressure-overload heart. Manipulating CD36 was a feasible strategy to achieve an optimal point which maintain cardiac energy supply while avoiding lipotoxicity.<br>
DOI: 10.34740/kaggle/dsv/10635770
title: Namibia's Rangeland and Pasture Dataset
DOI: 10.34740/kaggle/dsv/10635779
title: Namibia's Rangeland and Pasture Dataset
DOI: 10.15468/dl.ffwf3q
title: Occurrence Download

description: A dataset containing 1859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spiranthes sinensis (Pers.) Ames"
 ]
}

 The dataset includes 1859 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007322-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27152412
title: Keywords employed in the search strategy for each database

description: Supplementary table for the paper on Long non-coding RNAs as prognostic biomarkers in non-muscle invasive bladder cancer: A systematic review
DOI: 10.6084/m9.figshare.27152412.v1
title: Keywords employed in the search strategy for each database

description: Supplementary table for the paper on Long non-coding RNAs as prognostic biomarkers in non-muscle invasive bladder cancer: A systematic review
DOI: 10.15468/dl.nwn52f
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.18_2",
 "TaxonKey is Centrolene huilensis Ruiz-Carranza & Lynch, 1995"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007323-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28328666
title: The original data of Raman spectra of a mixture of four gases

description: The original data of Raman spectra of a mixture of four gases
DOI: 10.6084/m9.figshare.28328666.v1
title: The original data of Raman spectra of a mixture of four gases

description: The original data of Raman spectra of a mixture of four gases
DOI: 10.15468/dl.ggf8tb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.18_2",
 "TaxonKey is Dendropsophus praestans (Duellman & Trueb, 1983)"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007324-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28328675
title: Data.xlsx

description: This study examines how clades of microbes responsible for N2O reduction vary across river systems and how environmental factors like temperature and phosphorus influence these clades and their relationship with N2O emissions. The research highlights both the often overlooked intra-clade differences and their significant impact on N2O dynamics, alongside inter-clade differences. These findings enhance our understanding of N2O reducers and their role in natural ecosystems.
DOI: 10.6084/m9.figshare.28328675.v1
title: Data.xlsx

description: This study examines how clades of microbes responsible for N2O reduction vary across river systems and how environmental factors like temperature and phosphorus influence these clades and their relationship with N2O emissions. The research highlights both the often overlooked intra-clade differences and their significant impact on N2O dynamics, alongside inter-clade differences. These findings enhance our understanding of N2O reducers and their role in natural ecosystems.
DOI: 10.6084/m9.figshare.28278941
title: Supplemental Figures.pdf

description: Supplemental figures for Keane et al.: The Spatiotemporal Development of Mesenteric Lymphatic Changes in the TNF<sup>ΔARE/+</sup> Mouse Model of Terminal Ileitis.
DOI: 10.15468/dl.upu7bu
title: Occurrence Download

description: A dataset listing the 26 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "Geometry POLYGON((102.62066 5.31294,103.04357 5.31294,102.91162 5.62414,102.58823 5.79786,102.62066 5.31294))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, CR, EW)"
 ]
}

 The dataset's 26 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007325-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fwpd9
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.18_2",
 "TaxonKey is Elachistocleis pearsei (Ruthven, 1914)"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007326-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cpb3y
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.18_2",
 "TaxonKey is Espadarana audax (Lynch & Duellman, 1973)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007327-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14779891
title: Eksperymentalna, analityczna i numeryczna analiza zginanych belek z forniru klejonego warstwowo zbrojonych prętami kompozytowymi i stalowymi
title: Experimental, analytical and numerical study on bent laminated veneer lumber beams reinforced with composite and steel bars

description: General data:

Finansowanie/Founding: Narodowe Centrum Nauki/National Science Centrum

Numer grantu/Grant number: 2023/07/X/ST8/00315

Edycja/Edition: 7

Podtyp/Subtype: MINIATURA

Osoba realizują zadanie/Person carring out task: dr inż. Michał Bakalarz
description: The aim of the scientific activity carried out as part of the project was to assess the impact of reinforcement on the static performance of bent beams made of laminated veneer lumber (LVL). This influence was assessed in terms of load-bearing capacity, stiffness and flexural ductility. In addition, the failure mode of the beams was described. The variables in the analysis were the type of reinforcing bar (composite or steel) and the method of its arrangement in the cross-section. The project used materials widely available on the domestic market. 
description: Celem działania naukowego zrealizowane w ramach projektu była ocena wpływu zbrojenia na pracę statyczną zginanych belek z fornirów klejonych warstwowo (LVL – z ang. Laminated Veneer Lumber). Wpływ ten oszacowano w zakresie nośności, sztywności i ciągliwości przy zginaniu. Ponadto opisano sposób zniszczenia belek. Zmiennymi w analizie były rodzaj pręta zbrojeniowego (kompozytowy lub stalowy) i sposób jego rozmieszczenia w przekroju poprzecznym. W projekcie wykorzystano materiały szeroko dostępne na rynku krajowym.
DOI: 10.5281/zenodo.14779892
title: Eksperymentalna, analityczna i numeryczna analiza zginanych belek z forniru klejonego warstwowo zbrojonych prętami kompozytowymi i stalowymi
title: Experimental, analytical and numerical study on bent laminated veneer lumber beams reinforced with composite and steel bars

description: General data:

Finansowanie/Founding: Narodowe Centrum Nauki/National Science Centrum

Numer grantu/Grant number: 2023/07/X/ST8/00315

Edycja/Edition: 7

Podtyp/Subtype: MINIATURA

Osoba realizują zadanie/Person carring out task: dr inż. Michał Bakalarz
description: The aim of the scientific activity carried out as part of the project was to assess the impact of reinforcement on the static performance of bent beams made of laminated veneer lumber (LVL). This influence was assessed in terms of load-bearing capacity, stiffness and flexural ductility. In addition, the failure mode of the beams was described. The variables in the analysis were the type of reinforcing bar (composite or steel) and the method of its arrangement in the cross-section. The project used materials widely available on the domestic market. 
description: Celem działania naukowego zrealizowane w ramach projektu była ocena wpływu zbrojenia na pracę statyczną zginanych belek z fornirów klejonych warstwowo (LVL – z ang. Laminated Veneer Lumber). Wpływ ten oszacowano w zakresie nośności, sztywności i ciągliwości przy zginaniu. Ponadto opisano sposób zniszczenia belek. Zmiennymi w analizie były rodzaj pręta zbrojeniowego (kompozytowy lub stalowy) i sposób jego rozmieszczenia w przekroju poprzecznym. W projekcie wykorzystano materiały szeroko dostępne na rynku krajowym.