cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8sfnsdvxyn
title: HTEM: High-throughput toolkit for elasticity modeling

description: Elasticity under varying temperatures and pressures is particularly significant for understanding mechanical properties and structural phase transitions. Consequently, there is an increasing demand for tools capable of determining elasticity across wide temperature and pressure ranges, either numerically or analytically. In this work, we propose HTEM, a comprehensive toolkit that automates input generation workflow, elastic calculations, modeling, and visualization within an integrated framework to solve the demand for elasticity across wide temperature and pressure ranges. HTEM performs simulations with four computational modes, allowing users to balance accuracy and efficiency. It incorporates a semi-analytic model for robust, high-precision elastic modeling with finite data combinations, even using sparse elasticity at high temperatures. To validate the algorithm and workflows for calculation and modeling, we performed HTEM to study the elasticity of Si across wide temperature and pressure ranges. The results show the high precision and high efficiency of HTEM. And modeling mitigates noise from constant pressure ensemble simulations. Furthermore, HTEM provides detailed visualizations of the elasticity and anisotropy as functions of temperature and pressure, providing a comprehensive insight into how the intrinsic properties of materials evolve under varying conditions.
DOI: 10.17632/8sfnsdvxyn.1
title: HTEM: High-throughput toolkit for elasticity modeling

description: Elasticity under varying temperatures and pressures is particularly significant for understanding mechanical properties and structural phase transitions. Consequently, there is an increasing demand for tools capable of determining elasticity across wide temperature and pressure ranges, either numerically or analytically. In this work, we propose HTEM, a comprehensive toolkit that automates input generation workflow, elastic calculations, modeling, and visualization within an integrated framework to solve the demand for elasticity across wide temperature and pressure ranges. HTEM performs simulations with four computational modes, allowing users to balance accuracy and efficiency. It incorporates a semi-analytic model for robust, high-precision elastic modeling with finite data combinations, even using sparse elasticity at high temperatures. To validate the algorithm and workflows for calculation and modeling, we performed HTEM to study the elasticity of Si across wide temperature and pressure ranges. The results show the high precision and high efficiency of HTEM. And modeling mitigates noise from constant pressure ensemble simulations. Furthermore, HTEM provides detailed visualizations of the elasticity and anisotropy as functions of temperature and pressure, providing a comprehensive insight into how the intrinsic properties of materials evolve under varying conditions.
DOI: 10.17632/v8d5mfb342
title: Variability of the deep-water inputs from the Adriatic and Aegean Seas over the period of sapropel S1 deposition based on foraminiferal Nd isotopes

description: The dataset includes the Nd isotopes values of two site-MP37PC and MP50PC, located in the Northern Ionian Sea. The data has been used the in the paper-Variability of the deep-water inputs from the Adriatic and Aegean Seas over the period of sapropel S1 deposition based on foraminiferal Nd isotopes
DOI: 10.17632/v8d5mfb342.1
title: Variability of the deep-water inputs from the Adriatic and Aegean Seas over the period of sapropel S1 deposition based on foraminiferal Nd isotopes

description: The dataset includes the Nd isotopes values of two site-MP37PC and MP50PC, located in the Northern Ionian Sea. The data has been used the in the paper-Variability of the deep-water inputs from the Adriatic and Aegean Seas over the period of sapropel S1 deposition based on foraminiferal Nd isotopes
DOI: 10.17632/pb94kttppb.1
title: A strain field reconstruction method for jacket platform structures based on prior models

description: Input parameters for the permutation genetic algorithm (PGA), simulated annealing algorithm (SA), and particle swarm optimization algorithm (PSO).
DOI: 10.17632/656xvwkdfw
title: Environmental Provisions and the Innovation–Productivity Paradox: Evidence from Trade Agreements Across the Global North and South

description: Data include ERPs data, Domestic and Foreign Patenting data, and all control variables elaborated in the attached data file.
DOI: 10.17632/656xvwkdfw.1
title: Environmental Provisions and the Innovation–Productivity Paradox: Evidence from Trade Agreements Across the Global North and South

description: Data include ERPs data, Domestic and Foreign Patenting data, and all control variables elaborated in the attached data file.
DOI: 10.17632/4m9y8gtzdp
title: UAV data - Al-Suwgra (Sultanate of Oman)

description: The village of Al-Suwgra (Sultanate of Oman) was investigated using a drone (UAV) survey as part of a submitted article to Arabian Journal of Geosciences (AJGS-D25-00181). 
Title: GEOTOURISM AND GEOHAZARD RISK AT AL-SUWGRA, SAIQ PLATEAU (JABAL AKHDAR, SULTANTE OF OMAN). 
Authors: Andreas Scharf1, Talal Al-Hosni1, Sobhi Nasir1, Amani Al-Abri1, Mazin Al-Shereiqi2, Brian Spratley3,4, Sean Spratley3,4, Said Al-Mashrafi5
1 Department of Earth Sciences, Sultan Qaboos University, Sultanate of Oman 
2 Marketing Manager of Thesuwgra, Sultanate of Oman
3 Knights Bay, Seeb, Sultanate of Oman
4 ATEC-3D, Folkestone, United Kingdom
5 Assistant Director General for Projects & Product Development, Ministry of Heritage and Tourism, Sultanate of Oman

The UAV data set contains:
1. A Quality Report, comprising of (i) documenting a quality check, (ii) calibration details, (iii) bundle block adjustment details, (iv) geolocation details, (v) initial processing details, (vi) point cloud densification details, and (vii) DSM, orthomosaic and index details, 
2. Densification details, (i) 3D mesh, (ii) point cloud, and (iii) project data
3. DSM images
4. Mosaic orthophotographs for Google Earth and as images
5. These data are provided for (i) the village, (ii) the village and the water shed of the local wadi, (iii) the overall area.
6. 268 photographs taken from the UAV, including four 360° panoramic photographs to be used with FSPViewer. This program is provided.

The full data cannot be provided on this platform as it exceeds the size limitations of 10 GB. The full dataset (ca. 30,000 files with 65 GB) can be provided upon request.
DOI: 10.17632/4m9y8gtzdp.1
title: UAV data - Al-Suwgra (Sultanate of Oman)

description: The village of Al-Suwgra (Sultanate of Oman) was investigated using a drone (UAV) survey as part of a submitted article to Arabian Journal of Geosciences (AJGS-D25-00181). 
Title: GEOTOURISM AND GEOHAZARD RISK AT AL-SUWGRA, SAIQ PLATEAU (JABAL AKHDAR, SULTANTE OF OMAN). 
Authors: Andreas Scharf1, Talal Al-Hosni1, Sobhi Nasir1, Amani Al-Abri1, Mazin Al-Shereiqi2, Brian Spratley3,4, Sean Spratley3,4, Said Al-Mashrafi5
1 Department of Earth Sciences, Sultan Qaboos University, Sultanate of Oman 
2 Marketing Manager of Thesuwgra, Sultanate of Oman
3 Knights Bay, Seeb, Sultanate of Oman
4 ATEC-3D, Folkestone, United Kingdom
5 Assistant Director General for Projects & Product Development, Ministry of Heritage and Tourism, Sultanate of Oman

The UAV data set contains:
1. A Quality Report, comprising of (i) documenting a quality check, (ii) calibration details, (iii) bundle block adjustment details, (iv) geolocation details, (v) initial processing details, (vi) point cloud densification details, and (vii) DSM, orthomosaic and index details, 
2. Densification details, (i) 3D mesh, (ii) point cloud, and (iii) project data
3. DSM images
4. Mosaic orthophotographs for Google Earth and as images
5. These data are provided for (i) the village, (ii) the village and the water shed of the local wadi, (iii) the overall area.
6. 268 photographs taken from the UAV, including four 360° panoramic photographs to be used with FSPViewer. This program is provided.

The full data cannot be provided on this platform as it exceeds the size limitations of 10 GB. The full dataset (ca. 30,000 files with 65 GB) can be provided upon request.
DOI: 10.17632/z59ccd4dp5
title: Antibiotic-resistant Acinetobacter baumannii can be killed by a combination of bacteriophages and complement

description: Antibiotic-resistant Acinetobacter baumannii can be killed by a combination of bacteriophages and complement (raw data)
DOI: 10.17632/z59ccd4dp5.1
title: Antibiotic-resistant Acinetobacter baumannii can be killed by a combination of bacteriophages and complement

description: Antibiotic-resistant Acinetobacter baumannii can be killed by a combination of bacteriophages and complement (raw data)
DOI: 10.15468/dl.7sms66
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corydoras baderi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012450-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cynyy3fdjz.1
title: Effects of cyclophosphamide on the metabolism of primary hepatocytes in mice

description: Cyclophosphamide (CTX) is widely used as a chemotherapeutic agent in various cancers and in the mobilization and conditioning regimens for blood and marrow transplantation. However, hepatotoxicity resulting from CTX could contribute to prominent morbidity, with the underlying mechanism obscure. Since the liver is the central organ for metabolism, we thereby aimed to investigate the exact effect of CTX on the primary mouse hepatocytes and whether the metabolic pathways and metabolites are involved. The primary mouse hepatocytes were divided in the CTX group and the control group. CCK8, Annexin V and ELISA assays were employed. Our results indicated that CTX inhibited the vitality, impaired the morphology, reduced the numbers and accelerated the early apoptotic rate of the primary mouse hepatocytes. Moreover, CTX could lead to the change of key metabolic enzymes and metabolites involved in the three metabolisms pathways the in primary hepatocytes, which eventually caused the inhibition of anabolism in primary hepatocytes and promoted their catabolism. In conclusion, CTX exerted toxic effects on the primary mouse hepatocytes and affected the key metabolic enzymes and metabolites involved in the three metabolisms pathways in the mouse liver.
DOI: 10.17632/c7d9gd4k8s
title: Nitrogen ion implantation into HfMoNbTaTiWVZr high entropy metalic glass

description: This dataset contains results from a study on the effects of nitrogen ion implantation on the microstructure, mechanical properties, and tribological performance of an octonary high-entropy thin film metallic glass HfMoNbTaTiVWZr.

The dataset includes:

 Microstructural and chemical analyses conducted using TEM, XRD, and EDS mapping, revealing the formation of binary nitrides, elemental redistribution, and surface modifications while maintaining a significant degree of amorphization.
 Phase stability changes and preferential segregation of heavy elements, such as hafnium and tantalum, observed at high implantation doses.
 Hardness measurements, showing an increase up to 20 GPa at an optimal implantation dose of 1×10¹⁷ ions/cm², attributed to solid solution strengthening, fine nitride formation, increased lattice distortion, residual stress, and densification.
 Tribological performance data, demonstrating a reduced coefficient of friction and improved wear resistance after implantation.
 Comparative hardness-depth profiles of ion-implanted films and magnetron-sputtered (HfMoNbTaTiVWZr)N thin films, confirming localized strengthening effects.

These data provide insights into nitrogen implantation as an effective surface engineering technique for enhancing material properties in extreme environments.
DOI: 10.17632/c7d9gd4k8s.2
title: Nitrogen ion implantation into HfMoNbTaTiWVZr high entropy metalic glass

description: This dataset contains results from a study on the effects of nitrogen ion implantation on the microstructure, mechanical properties, and tribological performance of an octonary high-entropy thin film metallic glass HfMoNbTaTiVWZr.

The dataset includes:

 Microstructural and chemical analyses conducted using TEM, XRD, and EDS mapping, revealing the formation of binary nitrides, elemental redistribution, and surface modifications while maintaining a significant degree of amorphization.
 Phase stability changes and preferential segregation of heavy elements, such as hafnium and tantalum, observed at high implantation doses.
 Hardness measurements, showing an increase up to 20 GPa at an optimal implantation dose of 1×10¹⁷ ions/cm², attributed to solid solution strengthening, fine nitride formation, increased lattice distortion, residual stress, and densification.
 Tribological performance data, demonstrating a reduced coefficient of friction and improved wear resistance after implantation.
 Comparative hardness-depth profiles of ion-implanted films and magnetron-sputtered (HfMoNbTaTiVWZr)N thin films, confirming localized strengthening effects.

These data provide insights into nitrogen implantation as an effective surface engineering technique for enhancing material properties in extreme environments.
DOI: 10.17632/jfxnmygh47
title: Automatic LOD2 3D Building Modelling for Historical Cities

description: This repository contains code and scripts developed for the study on automated generation of LOD2 3D building models, demonstrated in the historical city of Olomouc (Czechia). The project integrates LiDAR data, orthoimagery, and building footprints to automate key steps such as roof type classification, building height estimation, and procedural modelling of complex roof structures. The outputs support applications in 3D geovisualization, urban planning, cultural heritage documentation, and spatial analysis.

Dataset description:
Height_assessment.ipynb – Python notebook for assessing the accuracy of ridge and eave height estimation, including RMSE calculations and outlier analysis.
Roof_assessment.ipynb – Python notebook for evaluating and determining optimal thresholds for roof classification based on slope indicators.
Building_test3.cga – Computer-Generated Architecture (CGA) script for Esri CityEngine used to create procedural rules for LOD2 building generation, supporting multiple roof types and customizable parameters.
Parameters.png - Parametres of CGA script

The model can be viewed here: https://bit.ly/3D_scenes
Esri ArcGIS Pro project is available here: http://eyetracking.upol.cz/3Droofs-ProjectFiles.zip
DOI: 10.17632/jfxnmygh47.1
title: Automatic LOD2 3D Building Modelling for Historical Cities

description: This repository contains code and scripts developed for the study on automated generation of LOD2 3D building models, demonstrated in the historical city of Olomouc (Czechia). The project integrates LiDAR data, orthoimagery, and building footprints to automate key steps such as roof type classification, building height estimation, and procedural modelling of complex roof structures. The outputs support applications in 3D geovisualization, urban planning, cultural heritage documentation, and spatial analysis.

Dataset description:
Height_assessment.ipynb – Python notebook for assessing the accuracy of ridge and eave height estimation, including RMSE calculations and outlier analysis.
Roof_assessment.ipynb – Python notebook for evaluating and determining optimal thresholds for roof classification based on slope indicators.
Building_test3.cga – Computer-Generated Architecture (CGA) script for Esri CityEngine used to create procedural rules for LOD2 building generation, supporting multiple roof types and customizable parameters.
Parameters.png - Parametres of CGA script

The model can be viewed here: https://bit.ly/3D_scenes
Esri ArcGIS Pro project is available here: http://eyetracking.upol.cz/3Droofs-ProjectFiles.zip
DOI: 10.17632/fykstd3kb5
title: Companion Animal Ownership Can Promote Life Value Reconstruction in College Students from Single-Parent Families

description: To overcome the limitations of existing instruments (e.g., LAPS) in measuring the life-centric cognitions that arise from human-animal interactions, the Attitudes toward Animal Life Scale (AALS) was developed in this study to target philosophical reflections on life’s meaning and value. We propose a moderated mediation model (see Figure 1) to address the following questions:
(1) Baseline Status: What are the current levels of life values and attitudes toward animal life in university students? Do single-parent students exhibit lower levels of life values?
(2) Mediation Mechanism: Do attitudes toward animal life mediate the relationship linking family structure (single-parent vs. two-parent) to life values?
(3) Conditional Effects: For single-parent students, is the indirect effect significantly stronger in those with companion animal ownership experience?
 Thus, Study 1 developed the Attitudes toward Animal Life Scale (AALS) to target philosophical reflections on animal life’s meaning and value. Study 2 involved a broad survey of the college students to comparative analyses across single-family status. Study 3 further investigated whether attitudes toward animal life mediate the relationship linking single-family status to life values. Study e explored the moderating role of the companion animal ownership experience in the mediation model, attempted to verify that having companion animals could enhance the life values of college students from single-parent families. In summary, single-parent family status exerted a direct negative effect on life values. However, companion animal ownership helped mitigate these adverse effects by fostering a perspective that values the equality of all living beings.
DOI: 10.17632/fykstd3kb5.1
title: Companion Animal Ownership Can Promote Life Value Reconstruction in College Students from Single-Parent Families

description: To overcome the limitations of existing instruments (e.g., LAPS) in measuring the life-centric cognitions that arise from human-animal interactions, the Attitudes toward Animal Life Scale (AALS) was developed in this study to target philosophical reflections on life’s meaning and value. We propose a moderated mediation model (see Figure 1) to address the following questions:
(1) Baseline Status: What are the current levels of life values and attitudes toward animal life in university students? Do single-parent students exhibit lower levels of life values?
(2) Mediation Mechanism: Do attitudes toward animal life mediate the relationship linking family structure (single-parent vs. two-parent) to life values?
(3) Conditional Effects: For single-parent students, is the indirect effect significantly stronger in those with companion animal ownership experience?
 Thus, Study 1 developed the Attitudes toward Animal Life Scale (AALS) to target philosophical reflections on animal life’s meaning and value. Study 2 involved a broad survey of the college students to comparative analyses across single-family status. Study 3 further investigated whether attitudes toward animal life mediate the relationship linking single-family status to life values. Study e explored the moderating role of the companion animal ownership experience in the mediation model, attempted to verify that having companion animals could enhance the life values of college students from single-parent families. In summary, single-parent family status exerted a direct negative effect on life values. However, companion animal ownership helped mitigate these adverse effects by fostering a perspective that values the equality of all living beings.
DOI: 10.17632/wp6rrsxwsf
title: From Classroom to Industry: Assessing the Technological Acceptance of Virtual Reality Tools in Engineering Education for Industry 4.0 Readiness

description: Gender; SUS: Usability; PU-S: Perceived Usefulness for Learning ;PU-I: Perceived Usefulness for Industry; BIU: Behavioral intention to use
DOI: 10.17632/wp6rrsxwsf.2
title: From Classroom to Industry: Assessing the Technological Acceptance of Virtual Reality Tools in Engineering Education for Industry 4.0 Readiness

description: Gender; SUS: Usability; PU-S: Perceived Usefulness for Learning ;PU-I: Perceived Usefulness for Industry; BIU: Behavioral intention to use
DOI: 10.17632/zmmvyrn9g6
title: Nanoscale Plastic Wear of α-Quartz Asperities during Shear Sliding: Insights from Molecular Dynamics Simulations

description: These files are the data to support all the content in the research of "Nanoscale Plastic Wear of α-Quartz Asperities during Shear Sliding: Insights from Molecular Dynamics Simulations ".
DOI: 10.17632/zmmvyrn9g6.2
title: Nanoscale Plastic Wear of α-Quartz Asperities during Shear Sliding: Insights from Molecular Dynamics Simulations

description: These files are the data to support all the content in the research of "Nanoscale Plastic Wear of α-Quartz Asperities during Shear Sliding: Insights from Molecular Dynamics Simulations ".
DOI: 10.17632/y3htjsg9rf
title: Using carbon isotopes to trace the origin of volatiles on Earth and Mars

description: Carbon abundances and isotopic compositions of planetesimal and planetary reservoirs.
DOI: 10.17632/y3htjsg9rf.2
title: Using carbon isotopes to trace the origin of volatiles on Earth and Mars

description: Carbon abundances and isotopic compositions of planetesimal and planetary reservoirs.
DOI: 10.15468/dl.g6agpt
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus crassicarpus berlandieri"
 ]
}

 The dataset includes 228 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012451-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.