cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6s6836xk38.1
title: Blockchain in Agricultural Cooperative Supply Chains

description: Data Description for Repository Submission

Research Hypothesis
This study explores how socio-demographic and organizational factors affect the adoption of blockchain-based traceability systems in agricultural cooperatives. It hypothesizes that education level enhances perceived usefulness, age influences adoption priorities, and perceived usefulness mediates the relationship between supply chain challenges and adoption intention. Together, these hypotheses examine how trust, transparency, and capacity-building shape technology acceptance in cooperative structures.

What the Data Show
Evidence from the 15-month blockchain pilot at the S.S. Ödemiş Bademli Agricultural Development Cooperative (Türkiye) supports these assumptions. Education significantly increased perceived usefulness (η² = 0.545, p &lt; .01), while younger members valued traceability and older ones prioritized efficiency. Capacity-building and infrastructure were rated more important than financial incentives. Perceived usefulness strongly correlated with adoption intention (r = 0.78, p &lt; .01). System telemetry confirmed 99.7 % uptime, 94 % fewer manual errors, and 35 % faster task completion compared with pre-blockchain processes.

Interpretation and Notable Findings
Results emphasize that trust, transparency, and digital literacy are key to blockchain adoption in cooperatives. The proposed Community-Enhanced Technology Acceptance Model (CE-TAM) extends traditional TAM by integrating cooperative governance factors such as shared trust and participation. Findings suggest that social cohesion can be as critical as technical infrastructure in digital transformation.

Data Nature and Use
Data were collected through structured surveys (5-point Likert scales), semi-structured interviews, and blockchain system logs (Polygon Amoy testnet + MySQL backend). All participants provided informed consent, and no personal data were stored, ensuring KVKK and GDPR compliance. The dataset includes variable labels, codebook, and a README explaining structure and analysis methods. Researchers can reuse the data for replication, meta-analysis, or benchmarking blockchain performance in cooperative settings. Aggregated datasets are available at the designated repository (DOI forthcoming).
DOI: 10.17632/st8vrbmjt6
title: Brenton Formation tracks

description: Photographs and bin files for three photogrammetry images, and a drone video of the site.
DOI: 10.17632/st8vrbmjt6.1
title: Brenton Formation tracks

description: Photographs and bin files for three photogrammetry images, and a drone video of the site.
DOI: 10.17632/7ghxcsd9sz
title: Circadian Timing and Heat Stress in Firefighters

description: Title & Dataset supporting: Circadian modulation of core temperature and thermoregulatory strain during live-fire compartment exposure in firefighters
Mauvieux B., Markov A., Besnard S., Touitou Y., Edwards B.J. (2025)

Description : This dataset accompanies the manuscript submitted to the Journal of Thermal Biology.
It contains anonymized physiological and environmental data recorded during standardized live-fire compartment training conducted at two circadian phases: late morning (09:00 h) and late evening (21:30 h).

Twenty-one male professional firefighters completed both sessions on the same day under matched thermal loads. The dataset allows replication of all analyses described in the paper, including core-temperature kinetics, cardiovascular and perceptual strain, hydration indices, and environmental thermal gradients.

Data content - The repository includes the following files:

Tcore_AM_PM.csv (Continuous core temperature (°C) recorded via ingestible e-Celsius® sensors)

Variables: Subject_ID, Condition (AM/PM), Time_min, Tcore_C.

HR_RPE_BW.csv

Heart-rate data, Borg RPE, body mass and total body water pre/post exposure.

Variables: Subject_ID, Condition, HR_mean, HR_max, RPE, BodyMass_pre, BodyMass_post, TBW_pre, TBW_post.

Skin_Microclimate.csv

Chest and neck skin temperature (°C) and under-PPE humidity (%RH).

Variables: Subject_ID, Condition, Tskin_chest, Tskin_neck, Temp_underPPE, RH_underPPE.

Environment_Thermocouples.csv

Air-temperature recordings (°C) from vertical thermocouple trees at five heights (0.10–2.30 m).

Variables: Session_ID, Condition, Height_m, Time_min, Temp_C.

Summary_Table1.xlsx

Summary statistics (mean ± SD) for all physiological variables, matching Table 1 of the manuscript.

Metadata_StudyDesign.pdf

Overview of study design, measurement devices, calibration details, and analysis workflow (R v4.x; lme4, afex, emmeans).

Units

All temperatures are in degrees Celsius (°C).
Heart rate: beats per minute (bpm).
Body mass: kilograms (kg).
Total body water: percentage of body mass (%).
Humidity: relative humidity (%RH).
Time: minutes relative to exposure start (T = 0 min).

Ethics and confidentiality : All participants provided written informed consent. Data are pseudonymized (Subject IDs = random numeric codes) and comply with the GDPR MR-004 framework (CNIL, France).

Licensing : This dataset is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) licence, permitting reuse with proper citation.

Citation - If you use these data, please cite:
Mauvieux B., Markov A., Besnard S., Touitou Y., Edwards B.J. (2025).
Circadian modulation of core temperature and thermoregulatory strain during live-fire compartment exposure in firefighters.
Dataset available at Mendeley Data
.

Contact

For questions or additional data access, please contact:
Benoit Mauvieux – Normandie Univ., UNICAEN, UR 7480 VERTEX, Caen, France
Email: benoit.mauvieux@unicaen.fr

ORCID: 0000-0003-4862-6531
DOI: 10.17632/7ghxcsd9sz.1
title: Circadian Timing and Heat Stress in Firefighters

description: Title & Dataset supporting: Circadian modulation of core temperature and thermoregulatory strain during live-fire compartment exposure in firefighters
Mauvieux B., Markov A., Besnard S., Touitou Y., Edwards B.J. (2025)

Description : This dataset accompanies the manuscript submitted to the Journal of Thermal Biology.
It contains anonymized physiological and environmental data recorded during standardized live-fire compartment training conducted at two circadian phases: late morning (09:00 h) and late evening (21:30 h).

Twenty-one male professional firefighters completed both sessions on the same day under matched thermal loads. The dataset allows replication of all analyses described in the paper, including core-temperature kinetics, cardiovascular and perceptual strain, hydration indices, and environmental thermal gradients.

Data content - The repository includes the following files:

Tcore_AM_PM.csv (Continuous core temperature (°C) recorded via ingestible e-Celsius® sensors)

Variables: Subject_ID, Condition (AM/PM), Time_min, Tcore_C.

HR_RPE_BW.csv

Heart-rate data, Borg RPE, body mass and total body water pre/post exposure.

Variables: Subject_ID, Condition, HR_mean, HR_max, RPE, BodyMass_pre, BodyMass_post, TBW_pre, TBW_post.

Skin_Microclimate.csv

Chest and neck skin temperature (°C) and under-PPE humidity (%RH).

Variables: Subject_ID, Condition, Tskin_chest, Tskin_neck, Temp_underPPE, RH_underPPE.

Environment_Thermocouples.csv

Air-temperature recordings (°C) from vertical thermocouple trees at five heights (0.10–2.30 m).

Variables: Session_ID, Condition, Height_m, Time_min, Temp_C.

Summary_Table1.xlsx

Summary statistics (mean ± SD) for all physiological variables, matching Table 1 of the manuscript.

Metadata_StudyDesign.pdf

Overview of study design, measurement devices, calibration details, and analysis workflow (R v4.x; lme4, afex, emmeans).

Units

All temperatures are in degrees Celsius (°C).
Heart rate: beats per minute (bpm).
Body mass: kilograms (kg).
Total body water: percentage of body mass (%).
Humidity: relative humidity (%RH).
Time: minutes relative to exposure start (T = 0 min).

Ethics and confidentiality : All participants provided written informed consent. Data are pseudonymized (Subject IDs = random numeric codes) and comply with the GDPR MR-004 framework (CNIL, France).

Licensing : This dataset is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) licence, permitting reuse with proper citation.

Citation - If you use these data, please cite:
Mauvieux B., Markov A., Besnard S., Touitou Y., Edwards B.J. (2025).
Circadian modulation of core temperature and thermoregulatory strain during live-fire compartment exposure in firefighters.
Dataset available at Mendeley Data
.

Contact

For questions or additional data access, please contact:
Benoit Mauvieux – Normandie Univ., UNICAEN, UR 7480 VERTEX, Caen, France
Email: benoit.mauvieux@unicaen.fr

ORCID: 0000-0003-4862-6531
DOI: 10.17632/wvpfpxbdkf
title: Intelligent Manufacturing and Firm Markup: Evidence from China" : Replication Folder

description: This replication folder contains three parts of content. Specifically: (1) We have created a detailed Readme.pdf file. This document provides the overall data sources and methods for obtaining relevant variables. (2) We have created a Data folder. This folder contains four datasets required for copying article results. For data restricted by third-party licenses, this folder contains a synthetic dataset of the original data. For data that has not been restricted or licensed by third parties, this folder contains the original data. These four dataset files contain all the variables used in our analysis and retain an equal number of observations. We ensure that all variables in all datasets are clearly labeled in English. (3) We have created a DoFile folder. This includes the do files required to copy the results of the article. This do file can reproduce the results in the article using the corresponding dataset.
DOI: 10.17632/wvpfpxbdkf.1
title: Intelligent Manufacturing and Firm Markup: Evidence from China" : Replication Folder

description: This replication folder contains three parts of content. Specifically: (1) We have created a detailed Readme.pdf file. This document provides the overall data sources and methods for obtaining relevant variables. (2) We have created a Data folder. This folder contains four datasets required for copying article results. For data restricted by third-party licenses, this folder contains a synthetic dataset of the original data. For data that has not been restricted or licensed by third parties, this folder contains the original data. These four dataset files contain all the variables used in our analysis and retain an equal number of observations. We ensure that all variables in all datasets are clearly labeled in English. (3) We have created a DoFile folder. This includes the do files required to copy the results of the article. This do file can reproduce the results in the article using the corresponding dataset.
DOI: 10.15468/dl.rhgmhb
title: Occurrence Download

description: A dataset containing 3355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-87.8179 4.84532,-86.18172 4.84532,-86.18172 6.4815,-87.8179 6.4815,-87.8179 4.84532))",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 3355 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002919-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gn2p4
title: Occurrence Download

description: A dataset containing 17109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carcharodon carcharias",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Material citation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Occurrence evidence",
 "BasisOfRecord is Specimen"
 ]
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 17109 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002914-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kyhk83cry6
title: Teaching writing through speaking

description: Detailed Lesson Plan for Business Pitch Project
DOI: 10.17632/kyhk83cry6.1
title: Teaching writing through speaking

description: Detailed Lesson Plan for Business Pitch Project
DOI: 10.17632/xh2d3cxggx.1
title: Jizan CO2 mineralization pilot in Saudi Arabia

description: This repository contains data from the Jizan pilot study demonstrating the feasibility of mineral carbon storage in the basalts of the Jizan region. The project achieved subsurface carbon mineralization by injecting water-dissolved CO₂, a method that enhances safety and efficiency by creating a dense, non-buoyant fluid and accelerating the reactivity of the host rock.

Key operational highlights:
- A closed-loop water circuit between an injection well and a production well (Mar 2023 - Apr 2024).
- Continuous CO₂ injection (May-July 2023) delivered 131 tons of CO₂.
- Tracer tests revealed a dual-porosity subsurface with fast fracture flow and a slower matrix.

Evidence for mineralization:
- A significant drop in dissolved carbon, alongside rising cation levels, indicates subsurface carbonation reactions.
- Carbonate minerals found on a recovered pump were isotopically linked to the injected CO₂.
- Conservative tracer analysis confirms ~70% of injected CO₂ was mineralized within ten months.
DOI: 10.17632/zkbkf93pr3
title: Raw Data for Algorithmic Justice Indicators in Tourism Marketing (realistic version, 5,155 rows)
DOI: 10.17632/zkbkf93pr3.1
title: Raw Data for Algorithmic Justice Indicators in Tourism Marketing (realistic version, 5,155 rows)
DOI: 10.17632/2jswstjd24
title: Evaluación del MPP liderazgo en cuidado compasivo y seguro

description: Se realizo la evalauación de un Modelo de Practica Profesional (MPP) de enfermería, con 7 referentes teóricos
DOI: 10.17632/2jswstjd24.1
title: Evaluación del MPP liderazgo en cuidado compasivo y seguro

description: Se realizo la evalauación de un Modelo de Practica Profesional (MPP) de enfermería, con 7 referentes teóricos
DOI: 10.15468/dl.bju5c8
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Hongos fitopatógenos del género Fusarium en frutales"
 ]
}

 The dataset includes 138 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002915-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17456309
title: Modelled structures of HLA-B*57:01-compound-peptides generated by TFold, Chai and ADCP
DOI: 10.5281/zenodo.17456308
title: Modelled structures of HLA-B*57:01-compound-peptides generated by TFold, Chai and ADCP
DOI: 10.15468/dl.nrmyhf
title: Occurrence Download

description: A dataset containing 25729 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 24.1271113347408",
 "DecimalLatitude is less than or equal to 56.572699215132005",
 "DecimalLongitude is greater than or equal to -89.31544323258166",
 "DecimalLongitude is less than or equal to -51.73636965516586",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 25729 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002918-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17456488
title: (Dataset) Evaluating Public Sentiment on the US-China Trade War via SVM and Random Forest Sentiment Analysis
DOI: 10.5281/zenodo.17456489
title: (Dataset) Evaluating Public Sentiment on the US-China Trade War via SVM and Random Forest Sentiment Analysis
DOI: 10.5281/zenodo.17456545
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Ernst Leberecht Hippe, http://www.wikidata.org/entity/Q36545931. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q36545931
DOI: 10.17632/4hm5h23bkw
title: Supplemental Materials: The Development of a Global Health Dermatologic Surgery Training Program in Durban, South Africa: A Cohort Study

description: This supplementary appendix details the curriculum structure and evaluation framework of the Global Health Dermatologic Surgery (GHDS) Program, a longitudinal capacity-building initiative conducted between 2014 and 2018 at Inkosi Albert Luthuli Central Hospital in Durban, South Africa. The program paired U.S. board-certified dermatologic surgeons with South African dermatology registrars and consultants from the Nelson Mandela School of Medicine for biannual two-week training trips. Using an ACGME-based competency framework, the curriculum emphasized core surgical principles including sterile technique, lesion assessment, excision, flap design, and postoperative care. Education was delivered through didactic sessions, pig’s foot simulation models, and progressively independent participation in supervised live cases. Trainee performance was assessed through pre- and post-didactic testing, direct observation, and case log review. Outcomes and complications were prospectively tracked in REDCap, with local faculty overseeing postoperative follow-up to ensure continuity of care. This structured, outcomes-driven model provided a sustainable framework for advancing dermatologic surgery training and local surgical capacity within a public academic setting.
DOI: 10.17632/4hm5h23bkw.1
title: Supplemental Materials: The Development of a Global Health Dermatologic Surgery Training Program in Durban, South Africa: A Cohort Study

description: This supplementary appendix details the curriculum structure and evaluation framework of the Global Health Dermatologic Surgery (GHDS) Program, a longitudinal capacity-building initiative conducted between 2014 and 2018 at Inkosi Albert Luthuli Central Hospital in Durban, South Africa. The program paired U.S. board-certified dermatologic surgeons with South African dermatology registrars and consultants from the Nelson Mandela School of Medicine for biannual two-week training trips. Using an ACGME-based competency framework, the curriculum emphasized core surgical principles including sterile technique, lesion assessment, excision, flap design, and postoperative care. Education was delivered through didactic sessions, pig’s foot simulation models, and progressively independent participation in supervised live cases. Trainee performance was assessed through pre- and post-didactic testing, direct observation, and case log review. Outcomes and complications were prospectively tracked in REDCap, with local faculty overseeing postoperative follow-up to ensure continuity of care. This structured, outcomes-driven model provided a sustainable framework for advancing dermatologic surgery training and local surgical capacity within a public academic setting.
DOI: 10.17632/2bp6gcsg46.3
title: Methane Adsorption Database of MOFs for Machine Learning V3.0

description: Metal-organic frameworks (MOFs) possess high surface areas and customizable properties, making them among the most promising materials for gas adsorption. The structures of MOFs vary widely due to differences in metal nodes, organic linkers, and their combinations, with hundreds of thousands of distinct structures identified to date. Efficiently screening and designing MOFs with high storage capacities for gas adsorption is a key challenge in advancing MOFs and is critical for the development of carbon capture and energy storage technologies. This database includes 261,612 MOFs that can be directly utilized for training machine learning models. All these MOF structures are derived from public databases. The dataset features 14 geometric descriptors and 176 chemical descriptors Data for each MOF, along with methane adsorption capacities obtained from grand canonical Monte Carlo simulations at 5.8 bar and 65 bar, which are typical pressures for methane storage.
V2.0: The latest MOSAEC algorithm, developed by Woo et al., was employed to identify structures with impossible or unlikely metal oxidation states. These chemically invalid samples were subsequently removed from the dataset.
V3.0: RAC chemical descriptors were added in Chemical Descriptors Data.csv

Note: The following code is derived from the work of Woo et al. (DOI: https://doi.org/10.1021/jacs.5c04914). This code can be found online at https://github.com/uowoolab/MOSAEC. This file is uploaded solely to facilitate replication of the experiment. Please ensure that the original author's work is cited when reusing it.

Please cite this study if you use this dataset:
DOI: 10.17632/kkbzgnpwrn.1
title: Does Auction Design Facilitate Collusion

description: The dataset used in this study comprises detailed records of land auctions conducted across 15 Chinese cities between 2006 and 2016. The data were compiled from multiple official and verified sources, including city-level Land and Resources Bureaus, China Land Market Network (CLMN), and supplementary government bulletins.

Each observation corresponds to a single parcel-level land transaction and contains information on auction characteristics, transaction outcomes, and parcel attributes. Specifically, the dataset includes:
1）Auction details: auction format (one-stage vs. two-stage), announcement and closing dates, reserve price, and final sale price;
2）Parcel characteristics: land area (hectares), land-use type (residential, commercial, industrial), location identifiers (city and district), and development conditions;
3）Market and timing controls: year, month, and region identifiers to capture temporal and regional heterogeneity;
4）Instrumental variable: the number of land transactions with the same land-use type in the same city within the previous three months (land_transaction_3m), reflecting recent market activity and liquidity conditions.
DOI: 10.15468/dl.b3vsr5
title: Occurrence Download

description: A dataset listing the 415 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-92.66255 13.34772,-90.73417 17.54479,-86.1968 17.99853,-86.1968 25.93893,-97.88053 26.1658,-101.28356 30.24943,-104.45972 29.68226,-106.7284 32.29125,-118.86587 32.63155,-104.34628 13.9149,-92.66255 13.34772))",
 "TaxonKey is one of (Chiroptera [GBIF Backbone Taxonomy])",
 "Country is one of (Mexico)",
 {
 "not" : {
 "StateProvince" : [
 "is one of (New Mexico, Texas, Arizona)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset's 415 records were derived from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002885-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zp8pyx58kp
title: RPM Utilization and uncontrolled hypertension

description: This dataset contains 2,920 observations from a study that analyzes remote patient monitoring utilization patterns and their relationship with uncontrolled hypertension among an urban-dwelling hypertensive patient population.
DOI: 10.17632/zp8pyx58kp.1
title: RPM Utilization and uncontrolled hypertension

description: This dataset contains 2,920 observations from a study that analyzes remote patient monitoring utilization patterns and their relationship with uncontrolled hypertension among an urban-dwelling hypertensive patient population.