cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/8e31-3188
title: 135-class Emotional Facial Expression Dataset

description: The ability to perceive human facial emotions is an essential feature of various multi-modal applications, especially in the intelligent human-computer interaction (HCI) area. In recent decades, considerable efforts have been put into researching automatic facial emotion recognition (FER). However, most of the existing FER methods only focus on either basic emotions such as the seven/eight categories (e.g., happiness, anger and surprise) or abstract dimensions (valence, arousal, etc.), while neglecting the fruitful nature of emotion statements. In real-world scenarios, there is definitely a larger vocabulary for describing human inner feelings as well as their reflection on facial expressions. This dataset addresses the semantic richness issue in the FER problem, with an emphasis on the granularity of the emotion concepts. Particularly, we take inspiration from former psycho-linguistic research, which conducted a prototypicality rating study and chose 135 emotion names from hundreds of English emotion terms.Based on the 135 emotion categories, the dataset collects a large-scale 135-class FER image dataset. The paper [1] demonstrates the accessibility of prompting FER research to a fine-grained level by conducting extensive evaluations on the dataset credibility and the accompanying baseline classification model. To the best of our knowledge, this is the first dataset aimed at exploiting such a large semantic space for emotion representation in the FER problem.[1] K. Chen, X. Yang, C. Fan, W. Zhang and Y. Ding, "Semantic-Rich Facial Emotional Expression Recognition," in IEEE Transactions on Affective Computing, vol. 13, no. 4, pp. 1906-1916, 1 Oct.-Dec. 2022, doi: 10.1109/TAFFC.2022.3201290.
DOI: 10.6084/m9.figshare.21322401.v7
title: A kriging model to interpolate geographical flows

description: This dataset contains the code and data used in the case study mentioned in the paper "Kriging model for geographical flow interpolation".
DOI: 10.5281/zenodo.7679817
title: The Success of the Montreal Protocol for Climate Mitigation: Antarctica Ozone hole Recovery Perspective

description: The monitoring of the ozone in the Earth’s atmosphere began in the 1970s due to its absorbing nature of radiation from the Sun, which is harmful to humans and prevents it from reaching the surface of the Earth. However, considerable global attention has been drawn after the finding of the ozone hole, which is associated with a significant drop in total columnar ozone (TCO), specifically a fall in stratospheric ozone (SO) during the spring of 1984. Since then, numerous studies on the Antarctic ozone hole have been conducted following the Vienna Convention and its Montreal Protocol (the ozone treaties) to sustain the ozone layer. In response to this, the Montreal Protocol was developed under the umbrella of the United Nations Environment Programme (UNEP) to protect the thinning of the ozone layer. With 197 participating nations, it is a substantial step toward universal ratification. Towards this, the present study utilized TCO data from the National Aeronautics and Space Administration (NASA)'s Nimbus-7/Total Ozone Mapping Spectrometer (TOMS), TOMS-Earth Probe, and Aura/Ozone Monitoring Instrument (OMI) sensors at various time periods. Due to the varied spatial resolution of the missions, daily data were resampled to 1˚×1˚ (latitude × longitude) and generated daily unified spatial resolution matrixes. <strong>S.No.</strong> <strong>Parameter</strong> <strong>Sensor</strong> <strong>Data Period</strong> <strong>Resolution in degrees</strong> <strong>(Latitude </strong><strong>× Longitude)</strong> <strong>Data Resource</strong> 1 Total Columnar Ozone (TCO) NIMBUS-7/TOMS 1979-1993 1°×1.25° https://earthdata.nasa.gov/ 2 TOMS-EP 1996-2005 1°×1.25° https://earthdata.nasa.gov/ 3 AURA/OMI 2004-2020 0.25°×0.25° https://earthdata.nasa.gov/ 4 Ozone Depleting Substances (ODS) emissions 1985-2015 Global data https://ourworldindata.org
DOI: 10.5281/zenodo.7679816
title: The Success of the Montreal Protocol for Climate Mitigation: Antarctica Ozone hole Recovery Perspective

description: The monitoring of the ozone in the Earth’s atmosphere began in the 1970s due to its absorbing nature of radiation from the Sun, which is harmful to humans and prevents it from reaching the surface of the Earth. However, considerable global attention has been drawn after the finding of the ozone hole, which is associated with a significant drop in total columnar ozone (TCO), specifically a fall in stratospheric ozone (SO) during the spring of 1984. Since then, numerous studies on the Antarctic ozone hole have been conducted following the Vienna Convention and its Montreal Protocol (the ozone treaties) to sustain the ozone layer. In response to this, the Montreal Protocol was developed under the umbrella of the United Nations Environment Programme (UNEP) to protect the thinning of the ozone layer. With 197 participating nations, it is a substantial step toward universal ratification. Towards this, the present study utilized TCO data from the National Aeronautics and Space Administration (NASA)'s Nimbus-7/Total Ozone Mapping Spectrometer (TOMS), TOMS-Earth Probe, and Aura/Ozone Monitoring Instrument (OMI) sensors at various time periods. Due to the varied spatial resolution of the missions, daily data were resampled to 1˚×1˚ (latitude × longitude) and generated daily unified spatial resolution matrixes. <strong>S.No.</strong> <strong>Parameter</strong> <strong>Sensor</strong> <strong>Data Period</strong> <strong>Resolution in degrees</strong> <strong>(Latitude </strong><strong>× Longitude)</strong> <strong>Data Resource</strong> 1 Total Columnar Ozone (TCO) NIMBUS-7/TOMS 1979-1993 1°×1.25° https://earthdata.nasa.gov/ 2 TOMS-EP 1996-2005 1°×1.25° https://earthdata.nasa.gov/ 3 AURA/OMI 2004-2020 0.25°×0.25° https://earthdata.nasa.gov/ 4 Ozone Depleting Substances (ODS) emissions 1985-2015 Global data https://ourworldindata.org
DOI: 10.34740/kaggle/dsv/5072366
title: Bella Beat Case Study (Google Analytics)
DOI: 10.5281/zenodo.7676962
title: High pressure-temperature study on FeOOH and its implications for deep circulation of water and oxygen

description: These are the X-ray synchrotron data from our first, second and third sets of experiments and the in-situ laser heating data from the second set of experiments.
DOI: 10.34777/azf6-tm83
title: 3D2cut Single Guyot Dataset

description: The use of Deep Learning for precision agriculture is growing. This dataset consists of 1511 grapevine images, fully and precisely annotated with the vine plant structure information.
DOI: 10.5517/ccdc.csd.cc2d24n9
title: CCDC 2206600: Experimental Crystal Structure Determination

description: Related Article: Ballanki Trinadh a and Baby Viswambharan*a|2022|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25442/hku.22011335
title: Dataset and code for "Background Music for Studying: A Naturalistic Experiment on Music Characteristics and User Perception"

description: Dataset and code used in the following article. Please cite the article when using this dataset. <br> Li, F. & Hu, X. (2023). Background music, context-aware music recommendation, music acoustic features, task engagement, cognitive capacity, task load. <em>IEEE MultiMedia</em>.
DOI: 10.25442/hku.22011335.v1
title: Dataset and code for "Background Music for Studying: A Naturalistic Experiment on Music Characteristics and User Perception"

description: Dataset and code used in the following article. Please cite the article when using this dataset. <br> Li, F. & Hu, X. (2023). Background music, context-aware music recommendation, music acoustic features, task engagement, cognitive capacity, task load. IEEE Transactions on Multimedia.
DOI: 10.15151/esrf-es-1026510409
title: Fundamental and Applied Aspects of Radiation Damage

description: The Radiation Damage BAG investigates the fundamental mechanisms of radiation damage. It develops best practice data collection protocols to minimise radiation damage derived artefacts. It develops metrics and methods to track and quantify both global and local radiation damage.
DOI: 10.15151/esrf-es-1084884391
title: Local atomic and electronic structure of modern nanoporous catalysts.

description: Local atomic and electronic structure of several types modern nanoporous catalysts will be investigated by means of XAS
DOI: 10.15151/esrf-es-1041475936
title: BREAK@ESRF

description: Deformation in the Earth’s crust localizes onto faults that may rupture rapidly producing earthquakes, or undergo slow aseismic slip that may or may not accelerate into coseismic slip. Our goal is to provide the first quantitative laboratory observations of the full displacement field in rocks before and during coseismic fault slip. Here, we will 1) develop a new and original rock deformation apparatus (ZEUS) on beamline BM18, that will couple X-ray tomography imaging and acoustic emission monitoring, 2) perform shock wave experiments on rocks on beamline ID19, 3) develop techniques to measure residual strains in deformed rocks on beamline ID11. The principal investigator, François Renard, has obtained an European Research Council Advanced Grant for the period 2022-2026, with a total funding of 3.45 M€, and in which ESRF is a Beneficiary. We are requesting a total of 165 shifts over 3 years (102 shifts on beamline BM18, 27 shifts on beamline ID19, 36 shifts on beamline ID11).
DOI: 10.15151/esrf-es-1033569898
title: Formation and stability of different polymorphs of NaSi2 predicted from DFT calculations using high pressure-high temperature in-situ experi

description: In the search of new materials for energy applications based on abundant elements, intermetallic silicides based on alkaline metals will be of high interest. Using DFT calculations, we found the possibility to obtain two different polymorphs of NaSi2 at high pressure with potential for both batteries and thermoelectricity. We propose to investigate the formation under high pressure and high temperature (HP-HT) of the two different polymorphs of NaSi2 with monoclinic and cubic structures predicted to be stable at high pressure using HP-HT X-Ray diffraction at ID06-LVP ESRF beamline of the ESRF. This will also permit us to investigate their existence domain in P,T space and the pressure dependence of their volume when decreasing the pressure at room temperature. The use of large volumepress will permit us to further study these phases in our laboratory.
DOI: 10.15151/esrf-es-1033575473
title: Potential dependent studies of the ion arrangement near the electrode/electrolyte interface

description: We propose studying simple electrode/electrolyte interfaces with X-ray reflectivity (XR) to better understand structural motifs perpendicular to the interface. We expect that our results will significantly improve the atomic level understanding of the electrolyte/electrode interface, in particular the arrangement and coordination of the ions and solvent molecules at the electrode interface as a function of potential. The coordination of the electrolyte is strongly related to its electrochemical stability. This is of utmost importance to understand the mechanisms involved in the solid electrolyte interface formation. Comparing our structural results with simulations such as molecular dynamics will allow us a deepen our insight into the structure of ions and solvents at electrified interfaces.
DOI: 10.15151/esrf-es-1033576918
title: Magnetic tomography of a new type of domain walls

description: Besides transverse and vortex magnetic domain walls, a third type of domain wall has been predicted, and observed in 2D in permalloy nanostrips. We propose to use Fourier transform holography, with our recent developments towards magnetic tomography, to image the 3D structure of this new type of domain walls and compare the results with the published model.
DOI: 10.5519/qd.7l2jgifw
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6084/m9.figshare.21973142
title: The questionnaire

description: The study questionnaire
DOI: 10.6084/m9.figshare.21973142.v1
title: The questionnaire

description: The study questionnaire
DOI: 10.6084/m9.figshare.21959579
title: STROBE-case-control checklist 26.01.2023.pdf

description: the strobe checklist for the effect of facemask handwashing and social distancing.
DOI: 10.6084/m9.figshare.21959579.v2
title: STROBE-case-control checklist 26.01.2023.pdf

description: the strobe checklist for the effect of facemask handwashing and social distancing.
DOI: 10.6084/m9.figshare.21959579.v1
title: STROBE-case-control checklist 26.01.2023.pdf

description: the strobe checklist for the effect of facemask handwashing and social distancing.
DOI: 10.6084/m9.figshare.21952853
title: . Study timeline.pdf

description: <strong>Aim</strong> This study aimed to evaluate the impact of self-preventive measures (handwashing, mask-wearing, and social distancing) on preventing the Coronavirus Disease-2019 (COVID-19) infection in Saudi Arabia (KSA). <strong>Methods</strong> An unmatched case-control study (1 to 1 ratio) was conducted with a sample size of 1102. The researchers used descriptive, bivariate, and multivariate analyses to determine the effect of handwashing, mask-wearing behavior, and social gatherings on COVID-19 infection. <strong>Results</strong> The results evinced that participants who believed that the facemask was important for preventing COVID-19 infection were more likely protected against the disease (OR=0.450; 0.320—0.631). Using a facemask during social visits and shopping indicated a lower protective effect than using it at work (OR=1.299; 1.011—1.668). The type of mask (disposable versus cloth; OR=0.929; 0.590—0.1.462) and its wearing period (1&lt; dayversus ≤1 day; OR=0.907; 0.662—1.243) showed an almost neutral statistical association with acquiring the infection. Contrarily, handwashing time for ≥20 seconds, compared to a shorter time, had a statistically significant protective association with the infection even after adjusting the odds ratio (OR=0.616; 0.4763—0.796). It was also noted that gathering with relatives and friends ≥4 times per month exhibited a higher and statistically significant association with the infection compared to the lower times (OR=1.347; 1.046—1.734). Furthermore, people who prayed five times a day at the mosque showed a higher risk of infection than those who prayed less than five times (adjusted OR=1.740; 1.152—2.626). <strong>Conclusions</strong> This study suggested that handwashing for more than 20 seconds is the most important preventive factor among all considerations investigated. Moreover, it was noticed that disposable and cloth facemasks may have the same effect regardless of the wearing period or sterilization status. Furthermore, gathering with relatives and friends, as well as praying five times a day at the mosque, were ascertained as significant social factors in acquiring the COVID-19 infection.
DOI: 10.6084/m9.figshare.21952853.v1
title: . Study timeline.pdf

description: <strong>Aim</strong> This study aimed to evaluate the impact of self-preventive measures (handwashing, mask-wearing, and social distancing) on preventing the Coronavirus Disease-2019 (COVID-19) infection in Saudi Arabia (KSA). <strong>Methods</strong> An unmatched case-control study (1 to 1 ratio) was conducted with a sample size of 1102. The researchers used descriptive, bivariate, and multivariate analyses to determine the effect of handwashing, mask-wearing behavior, and social gatherings on COVID-19 infection. <strong>Results</strong> The results evinced that participants who believed that the facemask was important for preventing COVID-19 infection were more likely protected against the disease (OR=0.450; 0.320—0.631). Using a facemask during social visits and shopping indicated a lower protective effect than using it at work (OR=1.299; 1.011—1.668). The type of mask (disposable versus cloth; OR=0.929; 0.590—0.1.462) and its wearing period (1&lt; dayversus ≤1 day; OR=0.907; 0.662—1.243) showed an almost neutral statistical association with acquiring the infection. Contrarily, handwashing time for ≥20 seconds, compared to a shorter time, had a statistically significant protective association with the infection even after adjusting the odds ratio (OR=0.616; 0.4763—0.796). It was also noted that gathering with relatives and friends ≥4 times per month exhibited a higher and statistically significant association with the infection compared to the lower times (OR=1.347; 1.046—1.734). Furthermore, people who prayed five times a day at the mosque showed a higher risk of infection than those who prayed less than five times (adjusted OR=1.740; 1.152—2.626). <strong>Conclusions</strong> This study suggested that handwashing for more than 20 seconds is the most important preventive factor among all considerations investigated. Moreover, it was noticed that disposable and cloth facemasks may have the same effect regardless of the wearing period or sterilization status. Furthermore, gathering with relatives and friends, as well as praying five times a day at the mosque, were ascertained as significant social factors in acquiring the COVID-19 infection.
DOI: 10.6084/m9.figshare.21952838
title: Sampling flowchart.pdf

description: <strong>Aim</strong> This study aimed to evaluate the impact of self-preventive measures (handwashing, mask-wearing, and social distancing) on preventing the Coronavirus Disease-2019 (COVID-19) infection in Saudi Arabia (KSA). <strong>Methods</strong> An unmatched case-control study (1 to 1 ratio) was conducted with a sample size of 1102. The researchers used descriptive, bivariate, and multivariate analyses to determine the effect of handwashing, mask-wearing behavior, and social gatherings on COVID-19 infection. <strong>Results</strong> The results evinced that participants who believed that the facemask was important for preventing COVID-19 infection were more likely protected against the disease (OR=0.450; 0.320—0.631). Using a facemask during social visits and shopping indicated a lower protective effect than using it at work (OR=1.299; 1.011—1.668). The type of mask (disposable versus cloth; OR=0.929; 0.590—0.1.462) and its wearing period (1&lt; dayversus ≤1 day; OR=0.907; 0.662—1.243) showed an almost neutral statistical association with acquiring the infection. Contrarily, handwashing time for ≥20 seconds, compared to a shorter time, had a statistically significant protective association with the infection even after adjusting the odds ratio (OR=0.616; 0.4763—0.796). It was also noted that gathering with relatives and friends ≥4 times per month exhibited a higher and statistically significant association with the infection compared to the lower times (OR=1.347; 1.046—1.734). Furthermore, people who prayed five times a day at the mosque showed a higher risk of infection than those who prayed less than five times (adjusted OR=1.740; 1.152—2.626). <strong>Conclusions</strong> This study suggested that handwashing for more than 20 seconds is the most important preventive factor among all considerations investigated. Moreover, it was noticed that disposable and cloth facemasks may have the same effect regardless of the wearing period or sterilization status. Furthermore, gathering with relatives and friends, as well as praying five times a day at the mosque, were ascertained as significant social factors in acquiring the COVID-19 infection.
DOI: 10.6084/m9.figshare.21952838.v1
title: Sampling flowchart.pdf

description: <strong>Aim</strong> This study aimed to evaluate the impact of self-preventive measures (handwashing, mask-wearing, and social distancing) on preventing the Coronavirus Disease-2019 (COVID-19) infection in Saudi Arabia (KSA). <strong>Methods</strong> An unmatched case-control study (1 to 1 ratio) was conducted with a sample size of 1102. The researchers used descriptive, bivariate, and multivariate analyses to determine the effect of handwashing, mask-wearing behavior, and social gatherings on COVID-19 infection. <strong>Results</strong> The results evinced that participants who believed that the facemask was important for preventing COVID-19 infection were more likely protected against the disease (OR=0.450; 0.320—0.631). Using a facemask during social visits and shopping indicated a lower protective effect than using it at work (OR=1.299; 1.011—1.668). The type of mask (disposable versus cloth; OR=0.929; 0.590—0.1.462) and its wearing period (1&lt; dayversus ≤1 day; OR=0.907; 0.662—1.243) showed an almost neutral statistical association with acquiring the infection. Contrarily, handwashing time for ≥20 seconds, compared to a shorter time, had a statistically significant protective association with the infection even after adjusting the odds ratio (OR=0.616; 0.4763—0.796). It was also noted that gathering with relatives and friends ≥4 times per month exhibited a higher and statistically significant association with the infection compared to the lower times (OR=1.347; 1.046—1.734). Furthermore, people who prayed five times a day at the mosque showed a higher risk of infection than those who prayed less than five times (adjusted OR=1.740; 1.152—2.626). <strong>Conclusions</strong> This study suggested that handwashing for more than 20 seconds is the most important preventive factor among all considerations investigated. Moreover, it was noticed that disposable and cloth facemasks may have the same effect regardless of the wearing period or sterilization status. Furthermore, gathering with relatives and friends, as well as praying five times a day at the mosque, were ascertained as significant social factors in acquiring the COVID-19 infection.
DOI: 10.6084/m9.figshare.22181941
title: Assessment of slope stability and tracking of ‘false changes’ in failure surface location during slope failure evolution

description: The data used in this study were obtained through the Slide software package (RocScience in Canada).
DOI: 10.6084/m9.figshare.22181941.v1
title: Assessment of slope stability and tracking of ‘false changes’ in failure surface location during slope failure evolution

description: The data used in this study were obtained through the Slide software package (RocScience in Canada).
DOI: 10.5281/zenodo.7679908
title: Hydrodynamic data of Hailing Island

description: This dataset records water dynamics data (water depth, wave parameters) collected during the landing period of Typhoon Chaba at the Hailing Island, Guangdong province, China. There are three observation stations, p1, p2, and p3, located at coordinates (111.9665, 21.6498), (111.9652, 21.648), and (111.9667, 21.6504), respectively. Each station is equipped with pressure sensors (RBR solo3). The data covers the period from June 30, 2022 to July 6, 2022.
DOI: 10.5281/zenodo.7679909
title: Hydrodynamic data of Hailing Island

description: This dataset records water dynamics data (water depth, wave parameters) collected during the landing period of Typhoon Chaba at the Hailing Island, Guangdong province, China. There are three observation stations, p1, p2, and p3, located at coordinates (111.9665, 21.6498), (111.9652, 21.648), and (111.9667, 21.6504), respectively. Each station is equipped with pressure sensors (RBR solo3). The data covers the period from June 30, 2022 to July 6, 2022.