cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27868701.v2
title: Responses collected in Perfectionism, Psychological distress, and Academic Performance in Saudi Medical Students

description: Data on perfectionism, psychological distress, and academic performance was collected from medical students at Imam Abdulrahman Bin Faisal University using self-reported questionnaires in September 2023. The questionnaires were based on the Depression Anxiety Stress Scale and the Frost Multidimensional Perfectionism Scale.
DOI: 10.17632/rgdg47rzzj
title: Pten-NOLC1 Fusion Promotes C-MET and EGFR Signaling in Human Cancers (RNAseq Sample D016 section 2-1)

description: Prostate transcriptome data
DOI: 10.17632/cb57cyhhfv
title: Journal of Islam and Social Sciences; No. 26

description: The journal is set to publish original articles on a wide range of issues including;

 Social philosophy: (in the Quran and other religious texts and the tradition, in the thought of Muslim scholars and comparison of different attitudes and approaches);
 Philosophy of social sciences: (in Islamic sources, convergence and divergence of different perspectives);
 Methodology of social sciences: (review of their function and their role in Islamic religious-Islamic social sciences);
 Social thoughts of Muslim thinkers: (social issues and strategic theories, theories, areas of sociology including sociology of religion, sociology of knowledge, historical sociology, cultural sociology);
 Religious theorizing (inferred from Islamic resources) on social issues;
 Reviewing and comparing social religious propositions of different religions with each other;
 Religious-Islamic sociology (subject, methods, theories, analysis and critique of approaches, goals and application, the relation of Islamic sociology with dominant paradigms in sociology, the role and application of Islamic sociology in Islamic and non-Islamic societies);
DOI: 10.6084/m9.figshare.11948670.v2
title: Vulnerability to embolism and hydraulic segmentation

description: This dataset contains two files.<br>The vulnerability_curves.csv contains the vulnerability curves of petioles and stems for four woody species measured using (<i>Betula pendula</i>, <i>Liriodendron tulipifera</i>, <i>Populus tremula </i>and <i>Olea europaea</i>) measured using micro computed tomography (microCT). Percentage loss of hydraulic conductivity (PLC, %) is assessed by either calculated theoritical conductivity (tk) or vessel counting (vc).<br><br>The segmentation_database.csv contains the water potential (-MPa) inducing 50% loss of hydraulic conductivity in stem (P<sub>50stem</sub>) and distal portions including midrib (P<sub>50midrib</sub>), petiole (P<sub>50petiole</sub>) or leaf (P<sub>50leaf</sub>), together with the methodology on how P<sub>50</sub> of distal portion is measured and corresponding references. For methodology, hydraulic based method (Hydraulic) typically involved the measurements of flow rate of fluid, and can incorporate outside-xylem pathway unless measurement is conducted on midrib or petiole. While for micro computed tomography (microCT) or optical visualization (Optical) measure the dynamics of vasculature during dehydration only. Other methods include observing the emergence of air bubbles under pressure following the air injection to vessels (Direct observation), thus excluding the influence of outside-xylem pathway.<br>
DOI: 10.6084/m9.figshare.13228658.v1
title: VAMB paper figure source data

description: Source data for VAMB paper Figures 1-3
DOI: 10.11583/dtu.16794500.v1
title: QM9 Charge Densities and Energies Calculated with VASP

description: QM9 molecules calculated with VASP using Atomic Simulation Environment with the following parameters: Vasp(xc='PBE', istart=0, algo='Normal', icharg=2, nelm=180, ispin=1, nelmdl=6, isym=0, lcorr=True, potim=0.1, nelmin=5, kpts=[1,1,1], ismear=0, ediff=0.1E-05, sigma=0.1, nsw=0, ldiag=True, lreal='Auto', lwave=False, lcharg=True, encut=400)<br> The resulting CHGCAR files have been compressed with lz4 compression and packed in non-compressed tar archives with up to 1000 structures in each. <br> The datasplits json files contain the indices (0-index) of the train, validation and test sets used in the paper "Graph neural networks for fast electron density estimation of molecules, liquids, and solids" <br> The QM9 molecule structures were obtained from https://doi.org/10.6084/m9.figshare.c.978904.v5
DOI: 10.6084/m9.figshare.17701229.v1
title: EEG Dataset for RSVP and P300 Speller Brain-Computer Interfaces

description: EEG dataset for subject 51
DOI: 10.17632/3fk4wm7vf6
title: Survey data to evaluate consumer behaviour and consumption pattern of sustainable apparel: A study on consumer awareness level.

description: A consumer survey was conducted in Uttar Pradesh in five major cities Lucknow, Kanpur, Agra, Varanasi, and Meerut District, from 2022 to 2023 to understand consumer awareness and consumer behaviour towards Sustainable Apparel.
DOI: 10.6084/m9.figshare.11774520.v1
title: Severe obesity and the impact of medical weight loss on estimated glomerular filtration rate

description: <b>Objective</b>: To assess the impact of obesity, glucose tolerance, and weight loss on renal function, we measured serum creatinine and cystatin C and estimated glomerular filtration rate (GFR) indexed to 1.73m<sup>2</sup> body surface area (BSA) and GFR indexed to actual BSA in subjects with normal and abnormal glucose tolerance before and up to 2 years after medical weight loss. <b>Methods: </b>We studied 146 subjects at baseline and 3-to-6 months after 18% reduction in weight; 43 were also studied at 2-years. GFR was estimated using the MDRD, CKD-EPI<sub>Cr</sub>, CKD-EPI<sub>CysCr</sub>, and the CKD-EPI<sub>Cys</sub> equations. <b>Results</b>: eGFR was consistently lower when creatinine-based rather than cystatin C-based estimating equations were used. eGFR was lower when creatinine-based or cystatin C-based equations were indexed to 1.73m<sup>2</sup> BSA than when they were indexed to actual BSA. eGFR indexed to actual BSA was more likely to demonstrate hyperfiltration (eGFR ≥135 ml/min) than eGFR indexed to 1.73m<sup>2</sup> BSA and decreased into the normal range with weight loss. eGFR was highest in subjects with impaired fasting glucose but there was little difference in the patterns of change in eGFR across groups by glucose tolerance status. <b>Conclusions</b>: With severe obesity, high fat-free mass and BSA result in low estimates of eGFR indexed to 1.73m<sup>2</sup> BSA, especially when creatinine-based estimating equations are used. GFR indexed to actual BSA is approximately 50% higher. When eGFR is indexed to actual BSA, many subjects display evidence of renal hyperfiltration which improves with weight loss. In subjects with severe obesity undergoing medical weight loss, estimating equations that use cystatin C and are indexed to actual BSA may provide a more accurate assessment of renal function.
DOI: 10.17632/2g6wbhs6d8
title: Single-cell transcriptomic profiling reveals decreased ER Protein Reticulon3 drives the progression of renal fibrosis

description: We delve into the consequences of Rtn3 protein deficiency in CKD by studying Rtn3-null-induced CKD mice. Our single-cell transcriptome data profiles 47,885 cells from the renal cortex region of healthy and Rtn3-null mice. We observed Rtn3 deficiency reshapes both the spatial architectures and the expression profiles across various cell types, mirroring the CKD characteristics. Meanwhile, Rtn3 deficiency leads to Lars2 overexpression, causing mitochondrial dysfunction and a subsequent rise in ROS levels, prompting renal epithelial cells to shift from a functional to a fibrogenic state, driving renal fibrosis. And Rtn3 deficiency drives the EndoMT process, exacerbating renal fibrosis in CKD. Lastly, Rtn3 deficiency disrupts cell-cell communications, which are important for proper kidney function, and potentially exacerbates CKD progression. In conclusion, Rtn3 protein deficiency leads to significant alterations in spatial architectures and molecular profiles for various cell types, and disrupts cell-cell communications. Our findings offer a holistic view of Rtn3 protein's intricate role in CKD and emphasize its potential therapeutic significance.
DOI: 10.17632/4c466grm5x
title: Chapter_9_Jharkhand_IEE_Report

description: Chapter_9_Jharkhand_IEE_Report
DOI: 10.17632/d6wxyt22kx
title: Dataset S4

description: Data for the article: Almeida, D.; Domínguez-Pérez, D.; Matos, A.; Agüero-Chapin, G.; Osório, H.; Vasconcelos, V.; Campos, A.; Antunes, A. Putative Antimicrobial Peptides of the Posterior Salivary Glands from the Cephalopod Octopus vulgaris Revealed by Exploring a Composite Protein Database. Antibiotics 2020, 9, 757. https://doi.org/10.3390/antibiotics9110757 Raw files from LC-MS/MS analyses corresponding to the biological replicate Ov1_PSG using ISD protocol. Ov1 – Octopus vulgaris biological replicate number 1. PSG – posterior salivary glands. ISD – In solution digestion.
DOI: 10.17632/b8zz2z8yt2
title: Photoelectron spectra with Qprop and t-SURFF

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract Calculating strong-field, momentum-resolved photoelectron spectra (PES) from numerical solutions of the time-dependent Schrödinger equation (TDSE) is a very demanding task due to the large spatial excursions and drifts of electrons in intense laser fields. The time-dependent surface flux (t-SURFF) method for the calculation of PES [Tao and Scrinzi (2012)] allows to keep the numerical grid much smaller than the space over which the wavefunction would be spread at the end of the laser pulse. We... Title of program: Qprop Catalogue Id: ADXB_v2_0 Nature of problem When atoms are ionized by intense laser fields electrons may escape with large momenta (especially when rescattering is involved). This translates to a rapidly spreading wavefunction in numerical simulations of these systems thus rendering the calculation of PES very costly for increasing wave lengths and peak intensities. Versions of this program held in the CPC repository in Mendeley Data ADXB_v1_0; QPROP; 10.1016/j.cpc.2005.11.001 ADXB_v2_0; Qprop; 10.1016/j.cpc.2016.06.015
DOI: 10.17632/9m89d3wjj5
title: Data for: MS2 and LC libraries for untargeted metabolomics: Enhancing method development and identification confidence

description: The MS² library includes over 4,000 fragmentation spectra of 506 standard metabolites for 6 different normalized collision energies (NCEs). A list of compounds is provided in the related supplementary material. The data was generated with an Orbitrap mass spectrometer (QExactive, ThermoFisher Scientific, Bremen, Germany). The data format (.db) is compatible with Library Manager (ThermoFisher) or mzVault (ThermoFisher). The MS² library will be available in an open access format on the Website of our group (https://www.cbbm.uni-luebeck.de/forschungszentrum/core-facilities/bioanalytic-core-facility.html). The LC library includes information about the chromatographic behavior of 294 metabolites. A total score and scores for sensitivity, peak width, peak asymmetry and retention are listed. For the score system, please see the related manuscript/supplementary material. Retention factors (k values) and retention times are available as a resource for elution order. The LC library ID corresponds to Table S2 of the related manuscript/supplementary material. It is possible to filter for one or more metabolites of interest in order to find the most suitable method for analysis.
DOI: 10.17632/fkfr7xd9rt
title: Impact of Chatbots on Chinese Speaking Skills Among International Students in China and Its Mechanism

description: This research conducted an 8-week randomized controlled trial to investigate the impact of the AI chatbot "Doubao" on Chinese oral proficiency among international students in China and explore its underlying mechanisms. The experimental group (30 participants) engaged in high-frequency interactive dialogue training using "Doubao," while the control group (30 participants) performed traditional oral exercises. Results showed that the experimental group achieved significant improvements in vocabulary (mean improvement of 3.3 points, p &lt; 0.001) and meaningful expression (2.8 points, p &lt; 0.001), with a total score increase of 12.2 points—substantially exceeding the control group's 3.4-point gain (p &lt; 0.001). Large effect sizes were observed for vocabulary (Cohen’s d = 1.1) and meaningful expression (d = 1.22). ANCOVA analysis confirmed the experimental group's superiority in fluency and syntax (e.g., F = 36.42, partial η² = 0.39), though pronunciation improvement remained limited (η² = 0.06), likely due to speech recognition technology constraints.
Textual analysis revealed three core mechanisms: contextualized input (e.g., simulated shopping/medical scenarios enhancing vocabulary application), immediate feedback internalization (29.3% increase in grammatical error correction rates), and emotional incentives (68.4% learner-initiated topic rate). A case study of Student P23 demonstrated substantial growth in linguistic complexity (50.8% increase in complex sentence usage) and error correction rates (from 63.5% to 82.1%). The findings validate that AI chatbots address critical gaps in traditional pedagogy—such as authentic language contexts and personalized guidance—through high-frequency interactions and precision feedback, offering empirical support for digital transformation in international Chinese education. The study also highlights the need to optimize pronunciation training modules for comprehensive oral proficiency enhancement.
DOI: 10.17632/m5z85bpmrv
title: Data for: Resilience and lessons learned in Colombian family farming during the COVID-19 pandemic

description: The data presents a categorization of variables used in the research, subdivided into:

CATEGORY 1: GOOD PRACTICES OF ECONOMIC RESILIENCE
CATEGORY 2: GOOD PRACTICES OF FINANCIAL RESILIENCE
CATEGORY 3: LESSONS LEARNED FROM GOOD PRACTICES OF RESILIENCE

Following this, informant codes were established:

INFORMANT CODES

Management of farm production costs
Maintenance of commercial flow of products to markets
Effects of the pandemic on the purchase of agricultural inputs
Effects of the pandemic on the hiring of workers on the farm
Economic losses on the farm during the pandemic
Strategies used to maintain the economic viability of agribusiness
Effects of the pandemic on the financing of the production system
Effects of sales volume during the pandemic
Effects of the pandemic on the profitability of agribusiness
Strategies used to ensure cash flow and production costs
Financial effects of the pandemic
Learnings from the crisis of the COVID-19 pandemic
DOI: 10.17632/scy8btm2nk
title: DETERMINANTS OF SUBSISTENCE FARMERS PARTICIPATION TO NON-FARM ACTIVITIES IN ITANG SPECIAL DISTRICT, GAMBELLA REGION, ETHIOPIA

description: — The subsistence farmers are highly relying on farming activities as the main source of survival in Gambella region particularly in Itang Special District. Thisthreatens the livelihood of most subsistence farmers in the district. The aim of the study was to examine determinants ofsubsistence farmers’ participation to non-farm activities in the study area. Multistage sampling technique was used to choose the study area and participants. The data werecollected from 150 randomly selected subsistence farmers in the study area. These data were collected through households’ interview and document analysis. Moreover, the data were analyzed by using mean, standard deviation, percentage, frequency, chisquare test, t-test and binary logistic regression model. A result found that trading livestock, selling wild products, craftsman,trading of food and drinks and employed in organizations were the main non-farm activities among the subsistence farmers in the study area. In addition, the credit access, access to remittance, transport access, market access, skill training, livestock holding size and income influence the participation of households to non-farm activities. The concerned bodies need to strengthen the local institutions and alternative activities in the study area.
DOI: 10.17632/sr76f3xn8h
title: Geological Characteristics and Models of Gas Hydrate-Free Gas Coexistence in Shenhu Area, South China Sea

description: Shenhu area (South China Sea) related data
DOI: 10.17632/ss4wzhc3rn
title: Agri-environmental Vulnerability among G-20 Countries

description: The dataset consists of the spatio-temporal analysis of agri-environmental vulnerability among the G-20 Countries.
DOI: 10.6084/m9.figshare.3558321.v1
title: Appendix A. Full explanation on the method used to generate niche-extrapolated communities from field soil moisture profiles and moisture niches.

description: Full explanation on the method used to generate niche-extrapolated communities from field soil moisture profiles and moisture niches.
DOI: 10.17632/8p9nw7ck4c
title: Low and anisotropic tensile strength and thermal conductivity in the single-layer fullerene network revealed by machine-learning interatomic potentials

description: Data for our manuscript
Energy minimized structure in VASP POSCAR, find "POSCAR"
Electron localization function for the energy minimized structure, find "ELFCAR"
LAMMPS input file, find “LAMMPS-input”
Passively fitted MTP for the evaluation of mechanical and thermal properties, find “p.mtp” 
Video related to the uniaxial deformation along X and Y directions,respectively,  find "Uniaxial-Deformation-X.mp4" and "Uniaxial-Deformation-Y.mp4"
DOI: 10.6084/m9.figshare.14229515.v2
title: Trajectories of migrating U87-MG cancer cells

description: Trajectories of migrating U87-MG cancer cells from spheroids in a solution of medium and Matrigel. The number in the filename is the Matrigel concentration, i.e., 25%, 50%, 67%, and 75% (v/v). <br>The x,y,z coordinates are in μm, whereas the time is given in frames. The pixel size is 0.443 μm and the frame rate is 1 every 5 minutes. <br>To reference this data set: https://doi.org/10.1016/j.bbrep.2021.101120
DOI: 10.17632/pk36xxhm94
title: Data for: ENVIRONMENTAL LIFE CYCLE ASSESSMENT OF UTILIZING STEM WASTE FOR BANANA PRODUCTION IN GREENHOUSES IN TURKEY

description: All the scenario files (CCaLC) and overall result file (MS Excel)
DOI: 10.17632/tksmk3xzb5
title: Melting experiments of an L6 ordinary chondrite: implications for the formation of alkali-rich achondrites

description: Research data of the paper: "Melting experiments of an L6 ordinary chondrite: implications for the formation of alkali-rich achondrites"
Iannini Lelarge S.1,2 (corresponding author, stefano.iannini@phd.unipi.it, + 39 050 2215790), Masotta M. 1,3, Folco L. 1,3, Ubide T.4, Suttle M. D.1,5, Pittarello L.6.7
1 Dipartimento di Scienze della Terra, Università di Pisa, Via Santa Maria 53, 56126, Pisa, Italy
2 Institute of Geosciences and Earth Resources, Consiglio Nazionale delle Ricerche, Via Moruzzi 1, 56124 Pisa, Italy
3 CISUP, Centro per l’Integrazione della Strumentazione Università di Pisa, Lungarno Pacinotti 43 Pisa, 56126, Italy
4 School of Earth and Environmental Sciences, The University of Queensland, Brisbane, 4102 QLD, Australia
5 School of Physical Sciences, The Open University, Walton Hall, Milton Keynes MK7 6AA, UK 
6 Naturhistorisches Museum, Mineralogisch-Petrographische Abteilung, Burgring 7, 1010 Vienna, Austria
7 Department of Lithospheric Research, University of Vienna (Josef-Holaubek-Platz 2,1090 Vienna, Austria).
DOI: 10.17632/zyvjcmdppm
title: SoilFauna-2024

description: The SoilFauna-2024 dataset is a comprehensive collection of annotated images specifically designed for soil fauna object detection. It contains high-quality labeled images that cover a wide range of soil fauna species commonly found in various soil environments. This dataset is intended to support research in ecological monitoring, biodiversity assessment, and soil health evaluation by enabling accurate detection and classification of soil fauna.
DOI: 10.6084/m9.figshare.19220496.v1
title: Supplementary Material for: Definition and Diagnostic Criteria for Sarcopenic Obesity: ESPEN and EASO Consensus Statement

description: <b><i>Introduction:</i></b> Loss of skeletal muscle mass and function (sarcopenia) is common in individuals with obesity due to metabolic changes associated with a sedentary lifestyle, adipose tissue derangements, comorbidities (acute and chronic diseases) and during the ageing process. Co-existence of excess adiposity and low muscle mass/function is referred to as sarcopenic obesity (SO), a condition increasingly recognized for its clinical and functional features that negatively influence important patient-centred outcomes. Effective prevention and treatment strategies for SO are urgently needed, but efforts are hampered by the lack of a universally established SO definition and diagnostic criteria. Resulting inconsistencies in the literature also negatively affect the ability to define prevalence as well as clinical relevance of SO for negative health outcomes. <b><i>Aims and Methods:</i></b> The European Society for Clinical Nutrition and Metabolism (ESPEN) and the European Association for the Study of Obesity (EASO) launched an initiative to reach expert consensus on a definition and diagnostic criteria for SO. The jointly appointed international expert panel proposes that SO is defined as the co-existence of excess adiposity and low muscle mass/function. The diagnosis of SO should be considered in at-risk individuals who screen positive for a co-occurring elevated body mass index or waist circumference, and markers of low skeletal muscle mass and function (risk factors, clinical symptoms, or validated questionnaires). Diagnostic procedures should initially include assessment of skeletal muscle function, followed by assessment of body composition where presence of excess adiposity and low skeletal muscle mass or related body compartments confirm the diagnosis of SO. Individuals with SO should be further stratified into stage I in the absence of clinical complications or stage II if cases are associated with complications linked to altered body composition or skeletal muscle dysfunction. <b><i>Conclusions:</i></b> ESPEN and EASO, as well as the expert international panel, advocate that the proposed SO definition and diagnostic criteria be implemented into routine clinical practice. The panel also encourages prospective studies in addition to secondary analysis of existing data sets, to study the predictive value, treatment efficacy and clinical impact of this SO definition.
DOI: 10.6084/m9.figshare.28836314.v1
title: ISSM_COREQ_Checklist.docx

description: The document submitted is COREQ checklist, that used in the Qualitative research titled “<b>Empowering Healthcare Access: </b><b>Ethnographic Insights into Sustainable Solutions for a Particularly Vulnerable Tribal Group (PVTG) in South India- a Qualitative Research”</b>.
DOI: 10.17632/75h5d7mv4d
title: Visible Light-Responsive Antibacterial Packaging Films for Improving Food Quality and Safety

description: This data set includes the plate counting results, FTIR data, physical properties and reactive oxygen species quantification results.
DOI: 10.17632/m8t53tf39c
title: Data for: Stable isotopes and fluid inclusion constraints on the fluid evolution in the Bacaba and Castanha iron oxide-copper-gold deposits, Carajás Mineral Province, Brazil

description: This dataset is part of the research article, "PESTILHO, A.L.S.; MONTEIRO, L.V.S.; MELO, G.H.C.; MORETO, C.N.; JULIANI, C.; FALLICK, A.E.; XAVIER, R.P. Stable isotopes and fluid inclusion constraints on the fluid evolution in the Bacaba and Castanha iron oxide-copper-gold deposits, Carajás Mineral Province, Brazil." It includes: Supplementary material S1 - Summary of stable isotope analyzes (O, H, C, and S) of silicates, carbonates and sulfides in the Bacaba and Castanha deposits, Carajás Mineral Province, Brazil; Supplementary material S2 - Summary of microthermometric data and salinity estimatives of fluid inclusions from the Bacaba and Castanha deposits, Carajás Mineral Province, Brazil.