cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8324941
title: PoqueiraOccupancy: Dataset and metrics from occupancy sensors of urban areas and establishments in the region of Barranco del Poqueira in the Alpujarra Granadina

description: This dataset is linked to the analysis of different aspects related to the conservation of the Sierra Nevada National Park through advanced digital systems. The devices have been deployed in the municipalities of Pampaneira and Capileira in the Alpujarra region of the province of Granada. The data is collected by 11 BOSCH fixed cameras 11.00 387.4900 Interior IR 5.3 MP and 4 TURRET type cameras Interior IR Lens 2.8 mm 5.3 MP 100º H.265 multi-streaming (H.265; H.264; M-JPEG). The devices have been installed as follows: 3 devices have been placed in establishments in Capileira, 8 in establishments in Pampaneira, and 4 in urban passage areas in the municipality of Pampaneira. All devices are capable of measuring the entry and exit to the establishment or area they are designated for. In some cases, there is also a metric which measures the number of people present within that area. The information related to the establishments has been anonymized to ensure the privacy of the collaborating companies in the project and the flow of customers during the studied period. The data attached in the CSV files DATA_OCCUPANCY_2022 and DATA_OCCUPANCY_2023 contain information about individuals detected by the cameras in the years 2022 (from February to December) and 2023 (from January to August). The calculation of the number of people is done cumulatively in hourly intervals. The collected variables include: device_ID: The name of the device recording the value. type: The metric measuring the recording, which can be ENTRADA (entry), SALIDA (exit), or AFORO (occupancy). date: The date and time at which the cumulative people count is recorded for the specific metric. counter: The number of people counted for a specific metric in that time period.
description: The research is funded by the Spanish Ministry of Economy and Competitiveness (Agencia Estatal de Investigacion) under grant number PID2019-109644RB-I00/AEI/10.13039/501100011033, and also by the project "Thematic Center on Mountain Ecosystem \& Remote sensing, Deep learning-AI e-Services University of Granada-Sierra Nevada'' (LifeWatch-2019-10-UGR-01), which has been co-funded by the Ministry of Science and Innovation through the FEDER funds from the Spanish Pluriregional Operational Program 2014-2020 (POPE), LifeWatch-ERIC action line. The project has also been co-financed by the Provincial Council of Granada.
DOI: 10.5281/zenodo.8324940
title: PoqueiraOccupancy: Dataset and metrics from occupancy sensors of urban areas and establishments in the region of Barranco del Poqueira in the Alpujarra Granadina

description: This dataset is linked to the analysis of different aspects related to the conservation of the Sierra Nevada National Park through advanced digital systems. The devices have been deployed in the municipalities of Pampaneira and Capileira in the Alpujarra region of the province of Granada. The data is collected by 11 BOSCH fixed cameras 11.00 387.4900 Interior IR 5.3 MP and 4 TURRET type cameras Interior IR Lens 2.8 mm 5.3 MP 100º H.265 multi-streaming (H.265; H.264; M-JPEG). The devices have been installed as follows: 3 devices have been placed in establishments in Capileira, 8 in establishments in Pampaneira, and 4 in urban passage areas in the municipality of Pampaneira. All devices are capable of measuring the entry and exit to the establishment or area they are designated for. In some cases, there is also a metric which measures the number of people present within that area. The information related to the establishments has been anonymized to ensure the privacy of the collaborating companies in the project and the flow of customers during the studied period. The data attached in the CSV files DATA_OCCUPANCY_2022 and DATA_OCCUPANCY_2023 contain information about individuals detected by the cameras in the years 2022 (from February to December) and 2023 (from January to August). The calculation of the number of people is done cumulatively in hourly intervals. The collected variables include: device_ID: The name of the device recording the value. type: The metric measuring the recording, which can be ENTRADA (entry), SALIDA (exit), or AFORO (occupancy). date: The date and time at which the cumulative people count is recorded for the specific metric. counter: The number of people counted for a specific metric in that time period.
description: The research is funded by the Spanish Ministry of Economy and Competitiveness (Agencia Estatal de Investigacion) under grant number PID2019-109644RB-I00/AEI/10.13039/501100011033, and also by the project "Thematic Center on Mountain Ecosystem \& Remote sensing, Deep learning-AI e-Services University of Granada-Sierra Nevada'' (LifeWatch-2019-10-UGR-01), which has been co-funded by the Ministry of Science and Innovation through the FEDER funds from the Spanish Pluriregional Operational Program 2014-2020 (POPE), LifeWatch-ERIC action line. The project has also been co-financed by the Provincial Council of Granada.
DOI: 10.2908/tessi082
title: Material Deprivation rate by age group - EU-SILC survey
title: Taux de privation matérielle par groupe d'âge - enquête EU-SILC
title: Rate der materiellen Deprivation nach Altersgruppe - EU-SILC Erhebung

description: Der Indikator wird definiert als der Prozentsatz der Bevölkerung, der mindestens sieben der dreizehn Posten der materiellen Deprivation nicht zur Verfügung hat.
description: The indicator is defined as the percentage of population with an enforced lack of at least seven out of thirteen material deprivation items.
description: L'indicateur est défini comme le pourcentage de la population avec une absence non-désirée d'au moins sept des treize éléments de privation matérielle.
DOI: 10.6084/m9.figshare.17695012
title: Performance of unsupervised machine learning methods using chi-squared weights for LiDAR point cloud filtering in urban areas

description: In this study, we compared the LiDAR filtering performances of unsupervised machine learning methods, such as linkage, K-means, and self-organizing maps, for urban areas to provide a practical guide to researchers. The input parameters (x-y-z and intensity) were normalized and weighted using a chi-squared independence test to improve the classification accuracy. The best successful results were obtained using the weighted linkage method in terms of the total error of 13.53%, 3.96%, and 1.07% for the three samples, respectively. In comparison with other approaches, methods weighted by chi-squared have significant potential for classification and filtering and outperform many popular approaches.
DOI: 10.6084/m9.figshare.17695012.v2
title: Performance of unsupervised machine learning methods using chi-squared weights for LiDAR point cloud filtering in urban areas

description: In this study, we compared the LiDAR filtering performances of unsupervised machine learning methods, such as linkage, K-means, and self-organizing maps, for urban areas to provide a practical guide to researchers. The input parameters (x-y-z and intensity) were normalized and weighted using a chi-squared independence test to improve the classification accuracy. The best successful results were obtained using the weighted linkage method in terms of the total error of 13.53%, 3.96%, and 1.07% for the three samples, respectively. In comparison with other approaches, methods weighted by chi-squared have significant potential for classification and filtering and outperform many popular approaches.
DOI: 10.6084/m9.figshare.17695012.v3
title: Performance of unsupervised machine learning methods using chi-squared weights for LiDAR point cloud filtering in urban areas

description: In this study, we compared the LiDAR filtering performances of unsupervised machine learning methods, such as linkage, K-means, and self-organizing maps, for urban areas to provide a practical guide to researchers. The input parameters (x-y-z and intensity) were normalized and weighted using a chi-squared independence test to improve the classification accuracy. The best successful results were obtained using the weighted linkage method in terms of the total error of 13.53%, 3.96%, and 1.07% for the three samples, respectively. In comparison with other approaches, methods weighted by chi-squared have significant potential for classification and filtering and outperform many popular approaches.
DOI: 10.57841/casdc.0002101
title: 水介质中丁腈橡胶溶胀机理及其对磨粒磨损行为影响
DOI: 10.6084/m9.figshare.24006906
title: The use of linked data research in UK decision-making related to early life health: A Systematic Map (Supplementary Material)

description: A systematic mapping review was conducted with the aim of providing an overall description of how linked data research has been used in UK decision-making relating to early life health; exploring the factors affecting the use of linked data as evidence in these decisions; and identifying where evidence gaps to inform further research.This mapping review forms part of a PhD project being undertaken by Hollie Henderson at the University of York, which aims to understand how linked data can be used as a local health intelligence tool for child and maternal health. This project is funded by the White Rose Consortium and is part of the National Institute for Health Research (NIHR) Yorkshire and Humber Applied Research Collaboration (YHARC).This document presents the Systematic Map that is associated with this mapping review.
DOI: 10.34740/kaggle/dsv/6429638
title: Egypt Gold Prices | Daily Updated
DOI: 10.6084/m9.figshare.24099930
title: Internet Appendix of article "Moral Hazard"

description: Internet Appendix of article "Moral Hazard"
DOI: 10.6084/m9.figshare.24099930.v2
title: Internet Appendix of article "Moral Hazard"

description: Internet Appendix of article "Moral Hazard"
DOI: 10.6084/m9.figshare.24099744
title: The complete chloroplast genome of Meconopsis pinnatifolia and Meconopsis paniculata

description: Two species, Meconopsis pinnatifolia and Meconopsis paniculate, were newly collected from Qinghai-Tibet plateau (QTP), China at altitudes of 3,944m and 3,632m respectively in 2022. After a set of process, the data was sequenced on Illumina Novaseq 6000 platform.
DOI: 10.6084/m9.figshare.24099744.v2
title: The complete chloroplast genome of Meconopsis pinnatifolia and Meconopsis paniculata

description: Two species, Meconopsis pinnatifolia and Meconopsis paniculate, were newly collected from Qinghai-Tibet plateau (QTP), China at altitudes of 3,944m and 3,632m respectively in 2022. After a set of process, the data was sequenced on Illumina Novaseq 6000 platform.
DOI: 10.6084/m9.figshare.24099744.v1
title: The complete chloroplast genome of Meconopsis pinnatifolia and Meconopsis paniculata

description: Two species, Meconopsis pinnatifolia and Meconopsis paniculate, were newly collected from Qinghai-Tibet plateau (QTP), China at altitudes of 3,944m and 3632m respectively in 2022. After a set of process, the data was sequenced on Illumina Novaseq 6000 platform.
DOI: 10.57841/casdc.0002102
title: 基于SQPSO优化DELM的踏面磨耗测量模型
DOI: 10.5281/zenodo.8318671
title: Soil and atmospheric drought explain the biophysical conductance responses in diagnostic and prognostic evaporation models over two contrasting European forest sites

description: This contains the datasets and codes that were used to generate the results and discussions in the manuscript.
DOI: 10.5281/zenodo.8318670
title: Soil and atmospheric drought explain the biophysical conductance responses in diagnostic and prognostic evaporation models over two contrasting European forest sites

description: This contains the datasets and codes that were used to generate the results and discussions in the manuscript.
DOI: 10.5525/gla.researchdata.1497
title: Optimising the Electrochemical Reduction of CO2 to Oxalic Acid in Propylene Carbonate

description: Carbon dioxide (captured from the atmosphere or obtained by other routes) constitutes a useful and widely available building block for producing numerous valuable chemicals and fuels. Electrochemical methods for carbon dioxide reduction offer advantages in terms of scalability, the prospect of coupling directly to renewable power sources and the ability to reduce carbon dioxide without the co-production of harmful by-products. Of the various possible products of carbon dioxide electroreduction, oxalate/oxalic acid is an especially attractive target because of its wide use in many chemical and pharmaceutical processes. Herein, we report the results of a study on carbon dioxide electroreduction to oxalate/oxalic acid in a propylene carbonate solvent system, catalysed by the addition of benzonitrile. Our results show that the use of benzonitrile as a homogeneous electrocatalyst improves the Faradaic and reaction yields of oxalate/oxalic acid production, as well as the area-normalised rate of formation of oxalate/oxalic acid, giving a new record rate of formation of 1.65 ± 0.35 mM cm−2 h−1 (averaged over 1 h) at a voltage of ‒2.7 V vs SCE (‒2.46 V vs SHE). Such metrics in turn suggest that the electrochemical reduction of carbon dioxide to C2+ products via oxalate could be a promising avenue for further development for the sustainable production of key chemical feedstocks.
DOI: 10.5281/zenodo.7778022
title: NPJ Climate Action AR6 scenarios database submission histograms by model family and project

description: Based on submissions to the IPCC AR6 Scenarios Database, this datasets uses the metadata to construct histograms of the submitted scenarios by model family and project, noting the total submissions, vetted scenarios, and climate assessed scenarios. A total of 2304 scenarios were submitted to the global emissions database, of these, 618 did not passing vetting for sufficiently consistency with historical energy and emissions data, and a further 484 did not have sufficient data to perform a climate assessment, leaving a total of 1202 used in the primary assessment of scenarios. The database based on the scenario metadata. The ‘model family’ was determined by removing version numbers from the full model name. The ‘project family’ was obtained using the ‘Scenario family’ variable in metadata, supplemented by manually checking against cited literature. The classification of vetted scenarios was based on the variable ‘Historical vetting’ and the climate assessment on the ‘Climate Category’. This version is based on version 1.0 of the AR6 scenarios database.
DOI: 10.5281/zenodo.7778021
title: NPJ Climate Action AR6 scenarios database submission histograms by model family and project

description: Based on submissions to the IPCC AR6 Scenarios Database, this datasets uses the metadata to construct histograms of the submitted scenarios by model family and project, noting the total submissions, vetted scenarios, and climate assessed scenarios. A total of 2304 scenarios were submitted to the global emissions database, of these, 618 did not passing vetting for sufficiently consistency with historical energy and emissions data, and a further 484 did not have sufficient data to perform a climate assessment, leaving a total of 1202 used in the primary assessment of scenarios. The database based on the scenario metadata. The ‘model family’ was determined by removing version numbers from the full model name. The ‘project family’ was obtained using the ‘Scenario family’ variable in metadata, supplemented by manually checking against cited literature. The classification of vetted scenarios was based on the variable ‘Historical vetting’ and the climate assessment on the ‘Climate Category’. This version is based on version 1.0 of the AR6 scenarios database.
DOI: 10.7488/ds/7511
title: The Role of Surface Wettability on the Growth of Vapour Bubbles

description: This dataset contains processed data and simulation scripts necessary to generate the data presented in the manuscript 'The Role of Surface Wettability on the Growth of Vapour Bubbles' by Patrick Sullivan, Duncan Dockar, Ryan Enright, Matthew K. Borg, Rohit Pillai. The folder contains LAMMPS molecular dynamics scripts to equilibrate an fluid slab at a set temperature and pressure, to insert a bubble into the fluid, and to measure the growth of the bubble. A sample initial molecular configuration is provided. The data for the measured contact angles for various values of fluid-solid potential are provided to allow for altering surface wettability. A C++ post-processing script is also provided to calculate interfacial tensions. The resulting Young contact angles are provided. A sample bubble growth rate measurement is provided, which is compared to the homogeneous and heterogeneous model predictions.
DOI: 10.5281/zenodo.7551408
title: Tectonic Map and Compressional Feature Map of Mare Tranquillitatis, Moon

description: ArcGIS shapefiles of the tectonic (Compressional_Tectonism and Extensional_Tectonism) and compressional feature (Feature_Map_Classes) maps of Mare Tranquillitatis. This is complementary data for "Timing and Origin of Compressional Tectonism in Mare Tranquillitatis" published on JGR: Planets by Frueh et al. (Available on https://doi.org/10.1029/2022JE007533). Compressional_Tectonism: Polylines of wrinkle ridges, lobate scarps, and unidentified features, as well as their geodesic length, coordinates, and bearing. Extensional_Tectonism: Polylines of large graben and normal faults, as well as their geodesic length, coordinates, and bearing. Feature_Map_Classes: Compressional tectonic feature map, including their assigned erosional states. For a detailed description of the mapping process, features, and erosional states, we currently refer to our publication (Frueh et al., 2023). Frueh, T., Hiesinger, H., van der Bogert, C. H., Clark, J. D., Watters, T. R., & Schmedemann, N. (2023). Timing and origin of compressional tectonism in Mare Tranquillitatis. <em>Journal of Geophysical Research: Planets</em>, 128, e2022JE007533. https://doi.org/10.1029/2022JE007533
description: {"references": ["Frueh, T., Hiesinger, H., van der Bogert, C. H., Clark, J. D., Watters, T. R., & Schmedemann, N. (2023). Timing and origin of compressional tectonism in Mare Tranquillitatis. Journal of Geophysical Research: Planets, 128, e2022JE007533. https://doi.org/10.1029/2022JE007533"]}
DOI: 10.5281/zenodo.7551409
title: Tectonic Map and Compressional Feature Map of Mare Tranquillitatis, Moon

description: ArcGIS shapefiles of the tectonic (Compressional_Tectonism and Extensional_Tectonism) and compressional feature (Feature_Map_Classes) maps of Mare Tranquillitatis. This is complementary data for "Timing and Origin of Compressional Tectonism in Mare Tranquillitatis" published on JGR: Planets by Frueh et al. (Available on https://doi.org/10.1029/2022JE007533). Compressional_Tectonism: Polylines of wrinkle ridges, lobate scarps, and unidentified features, as well as their geodesic length, coordinates, and bearing. Extensional_Tectonism: Polylines of large graben and normal faults, as well as their geodesic length, coordinates, and bearing. Feature_Map_Classes: Compressional tectonic feature map, including their assigned erosional states. For a detailed description of the mapping process, features, and erosional states, we currently refer to our publication (Frueh et al., 2023). Frueh, T., Hiesinger, H., van der Bogert, C. H., Clark, J. D., Watters, T. R., & Schmedemann, N. (2023). Timing and origin of compressional tectonism in Mare Tranquillitatis. <em>Journal of Geophysical Research: Planets</em>, 128, e2022JE007533. https://doi.org/10.1029/2022JE007533
description: {"references": ["Frueh, T., Hiesinger, H., van der Bogert, C. H., Clark, J. D., Watters, T. R., & Schmedemann, N. (2023). Timing and origin of compressional tectonism in Mare Tranquillitatis. Journal of Geophysical Research: Planets, 128, e2022JE007533. https://doi.org/10.1029/2022JE007533"]}
DOI: 10.57841/casdc.0002103
title: 髓核固定/滑动型人工颈椎间盘应力特征对比及关节面摩擦学优化设计
DOI: 10.5281/zenodo.8322488
title: US Gross Primary Productivity (GPP) Dataset 2020 (Cleaned Updated .NC Files)

description: USA Gross Primary Productivity (GPP) Dataset 2020 Product: Gross Primary Productivity (GPP) Year: 2020 Region: USA Temporal Scale: 8 Days Spatial Resolution: 500 meters Format: NetCDF (.nc) Projection: Geographic Lat/Long Method: Light-use-efficiency (LUE) approach. Referred Publication: https://www.sciencedirect.com/science/article/pii/S0048969718307149 https://onlinelibrary.wiley.com/doi/10.1111/gcb.12261
description: Please contact the authors for further details: S.bandopadhyay@soton.ac.uk j.dash@soton.ac.uk b.o.ogutu@soton.ac.uk
DOI: 10.5281/zenodo.8322487
title: US Gross Primary Productivity (GPP) Dataset 2020 (Cleaned Updated .NC Files)

description: USA Gross Primary Productivity (GPP) Dataset 2020 Product: Gross Primary Productivity (GPP) Year: 2020 Region: USA Temporal Scale: 8 Days Spatial Resolution: 500 meters Format: NetCDF (.nc) Projection: Geographic Lat/Long Method: Light-use-efficiency (LUE) approach. Referred Publication: https://www.sciencedirect.com/science/article/pii/S0048969718307149 https://onlinelibrary.wiley.com/doi/10.1111/gcb.12261
description: Please contact the authors for further details: S.bandopadhyay@soton.ac.uk j.dash@soton.ac.uk b.o.ogutu@soton.ac.uk
DOI: 10.5281/zenodo.8321602
title: Di-8-ANEPPS Chromophores Embedded in a Model Multi-Million Atom Membrane: Towards the Investigation of Realistic Cell Membranes

description: All-atom molecular dynamics simulation of a multi-million atoms membrane mimicking the composition of an ideal plasma membrane containing di-8-ANEPPS embedded chromophores.
DOI: 10.5281/zenodo.8321601
title: Di-8-ANEPPS Chromophores Embedded in a Model Multi-Million Atom Membrane: Towards the Investigation of Realistic Cell Membranes

description: All-atom molecular dynamics simulation of a multi-million atoms membrane mimicking the composition of an ideal plasma membrane containing di-8-ANEPPS embedded chromophores.
DOI: 10.57841/casdc.0002104
title: 表面织构对管道内壁碳基涂层润湿性与摩擦学性能影响
DOI: 10.21251/50890091-4b54-4644-b980-ea9da646aa0e
title: AI in Radiology: C. Rainey et al. (2023) Restricted Dataset

description: Artificial intelligence decision support systems have been proposed to assist a struggling National Health Service (NHS) workforce in the United Kingdom. Its implementation in UK healthcare systems has been identified as a priority for deployment. Few studies have investigated the impact of the feedback from such systems on the end user. This study investigated the impact of two forms of AI feedback (saliency/heatmaps and AI diagnosis with percentage confidence) on student and qualified diagnostic radiographers’ accuracy when determining binary diagnosis on skeletal radiographs. The AI feedback proved beneficial to accuracy in all cases except when the AI was incorrect and for pathological cases in the student group. The self-reported trust of all participants decreased from the beginning to the end of the study. The findings of this study should guide developers in the provision of the most advantageous forms of AI feedback and direct educators in tailoring education to highlight weaknesses in human interaction with AI-based clinical decision support systems. All data analysis was conducted on SPSS® v 27 [27] and Microsoft® Excel® [28]. This dataset is restricted because of the personal nature of the responses. Access to the data may be applied for following instructions provided here. This work has been funded by the College of Radiographers Research Industry Partnership Research awards scheme (CoRIPS) no. 183.
DOI: 10.57841/casdc.0002105
title: 高速列车制动闸片摩擦块形状对制动界面摩擦学行为的影响