cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5825940.v1
title: JARVIS-FF(Elastic constants)

description: Classical empirical potentials/force-fields (FF) provide atomistic insights into material phenomena through molecular dynamics and Monte Carlo simulations. Despite their wide applicability, a systematic evaluation of materials properties using such potentials and, especially, an easy-to-use user-interface for their comparison is still lacking. To address this deficiency, we computed energetics and elastic properties of variety of materials such as metals and ceramics using a wide range of empirical potentials and compared them to density functional theory (DFT) as well as to experimental data, where available. The database currently consists of 3248 entries including energetics and elastic property calculations, and it is still increasing. We also include computational tools for convex-hull plots for DFT and FF calculations. The data covers 1471 materials and 116 force-fields. In addition, both the complete database and the software coding used in the process have been released for public use online (presently at http://www.ctcms.nist.gov/∼knc6/periodic.html) in a user-friendly way designed to enable further material design and discovery.
DOI: 10.17632/m2tz6xvtzg
title: Replication Code for "Trade Barriers and CO2"

description: This repository contains code and data required to replicate "Trade Barriers and CO2".
DOI: 10.6084/m9.figshare.19225245.v6
title: Supporting Information for the paper entitled "Empirical reconstruction of Earth-Moon and Solar System dynamical parameters for the past 2.5 billion years from cyclostratigraphy"

description: Including the scripts and the detailed data in the following paper. Citation：Zhou, M., Wu, H., Hinnov, L. A., Fang, Q., Zhang, S., Yang, T., & Shi, M. (2022). Empirical reconstruction of Earth-Moon and Solar System dynamical parameters for the past 2.5 billion years from cyclostratigraphy. Geophysical Research Letters, 49, e2022GL098304. https://doi. org/10.1029/2022GL098304
DOI: 10.6084/m9.figshare.8081471.v1
title: Study Dataset.xlsx

description: Raw data set from dissertation study entitled: <b>The effect of Bio-banding on the technical, tactical and physical demands of soccer specific small-sided games.</b>
DOI: 10.6084/m9.figshare.24123303.v2
title: Data

description: An open dataset including EEG and fNIRS recordings from 18 subjects performing eight MI tasks from four joints including hand open/close, wrist flexion/extension, wrist abduction/adduction, elbow pronation/supination, elbow flexion/extension, shoulder pronation/supination, shoulder abduction/adduction, and shoulder flexion/extension
DOI: 10.17632/b8dxfjc4vz
title: Two-dimensional pattern reverse Monte Carlo analysis of nanoparticles in polymer matrices using a combination of OpenACC and cuFFT

description: We propose a program code for reverse Monte Carlo (RMC) modeling of two-dimensional scattering patterns using a combination of OpenACC and cuFFT. The RMC method estimates the three-dimensional positions of nanoparticles (NPs) in polymer matrices to fit scattering data of NPs observed in X-ray and neutron experiments. The scattering data can be calculated as the convolution sum of the three-dimensional Fourier transform of the three-dimensional density distributions of NPs using the particle-mesh approach. To speed up the graphics processing unit (GPU) calculations, we implement a code by combining the OpenACC standard and cuFFT library and minimize the data transfer between the GPU and host. This program is publicly available and can facilitate RMC analysis of two-dimensional scattering patterns to model NP morphologies in various polymer materials.
DOI: 10.6084/m9.figshare.25737099.v1
title: <b>Primate retina trades single-photon detection for high-fidelity contrast encoding</b>

description: Dataset for the paper entitled "Primate retina trades single-photon detection for high-fidelity contrast encoding" by Markku Kilpeläinen, Johan Westö, Jussi Tiihonen, Anton Laihi, Daisuke Takeshita, Fred Rieke & Petri Ala-Laurila
DOI: 10.6084/m9.figshare.29149088.v1
title: Toward better public genomic resources: two standardized datasets for <i>L. monocytogenes</i> and <i>V. parahaemolyticus</i>

description: <i>Listeria monocytogenes</i> is responsible for listeriosis, a serious disease affecting both humans and animals. <i>Vibrio parahaemolyticus, </i>found in various aqueous environments including marine, coastal, and freshwater, is associated with seafood-related illnesses.<i> </i>These food-borne pathogens have been frequently involved in disease outbreaks worldwide. While the NCBI Pathogen Detection database contains tens of thousands of sequences for these bacteria, challenges such as inconsistent quality, redundancy and non-standardized metadata limit their reuse. We present here two curated genomic datasets of 37,993 <i>L. monocytogenes</i> and 7,963 <i>V. parahaemolyticus</i> selected through rigorous quality control, deduplication, and annotation with harmonized contextual metadata, including standardized descriptors of isolation source, location, and isolation date. These datasets cover many diverse sources (animal, human, food, and environment) over a large time-period, and encompass multiple geographical regions. These datasets adhere to FAIR principles and can be used by the scientific community, within a “One Health” context, to improve our understanding of their ecology, to facilitate the epidemiological surveillance, and to identify genetic traits related to source attribution.
DOI: 10.17632/3tdg8nndvw
title: JGR_Data

description: Data used in the manuscript (JGR-2020JD033351) submitted to JGR-Atmospheres with a title of "Investigating the Sources of Formaldehyde and Corresponding Photochemical Indications at a Suburb Site in Shanghai from MAX-DOAS Measurements".
DOI: 10.17632/k85nv2j2p5
title: Dataset - Changes in plasticity of the pelvic girdle from infancy to late adulthood in Homo sapiens

description: Dataset used in the article:
Kubicka AM. 2023. Changes in plasticity of the pelvic girdle from infancy to late adulthood in Homo sapiens. Scientific Reports. 
Abstract
Previous research on the effects of body mass on the pelvic girdle focused mostly on adult females and males. Because the ontogenetic plasticity level in the pelvis remains largely unknown, this study investigated how the association between body mass index (BMI) and pelvic shape changes during development. It also assessed how the large variation in pelvic shape could be explained by the number of live births in females. 
Data included CT scans of 308 humans from infancy to late adulthood with known age, sex, body mass, body stature, and number of live births (for adult females). 3D reconstruction and geometric morphometrics was used to analyze pelvic shape. Multivariate regression showed a significant association between BMI and pelvic shape in young females and old males. The association between the number of live births and pelvic shape in females was not significant. 
Less plasticity in pelvis shape in adult females than during puberty, perhaps reflects adaptation to support the abdominopelvic organs and the fetus during pregnancy. Non-significant susceptibility to BMI in young males may reflect bone maturation accelerated by excessive body mass. Hormonal secretion and biomechanical loading associated with pregnancy may not have a long-term effect on the pelvic morphology of females.
DOI: 10.6084/m9.figshare.16627051.v3
title: File_S1_Metadata.RNA_Cells.zip

description: Preview version
DOI: 10.6084/m9.figshare.28219847.v1
title: Parasocial Relationships on Social Media & Wellbeing among Indian Youth.xlsx

description: The purpose of this study was to explore the relationship between parasocial relationships formed over social media, perceived social support in real life and psychological well-being among the Indian youth. A survey of 124 participants (Mean age 20.6 years) was conducted. The survey questionnaire included questions regarding the participants’ general demographic details, questions about their relationship with their favorite celebrity and two standardized scales, namely, the Multiple Parasocial Relationships Scale and the shortened 18-item version of the Psychological Well-Being Scale.The datasheet comprises the following information -Age, Occupation, Annual Income, Gender, Education Celebrity Name, Celebrity category, Celebrity’s gender Platform, Following duration Friendship subscale, Love subscale, Total Parasocial Relationship Autonomy, Environmental Mastery, Personal Growth, Positive Relationship with Others, Purpose in Life, Self acceptance, Total Well-Being<br>
DOI: 10.17632/84n882jk2d
title: Who Leads and Who Follows? The Cross-Border Peer Effect in Investment by Chinese and US Firms

description: Data and programs for "Who Leads and Who Follows? The Cross-Border Peer Effect in Investment by Chinese and US Firms" forthcoming in Journal of International Economics. Pre-publication version available at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3807216
DOI: 10.17632/dhgrp7yr9n
title: CKD and Nutrition: A Patient Centric Approach

description: Abstract
Background: 
Nutritional therapy is an essential component of managing kidney disease including chronic kidney diseases. This is because it facilitates to mitigate the effects of fluid and electrolyte imbalances, slow disease progression, and improve patient outcomes. Such interventions incorporate restrictions like reducing protein intake to help reduce the kidneys' workload but adequate energy intake should be ensured to prevent malnutrition. Nutritional support must ensure that energy needs are met. Thus, it is important to asses if nutritional intervention improves the condition of chronic kidney disease patients 
Aim: 
To asses the changes in nutrition intake as a nutrition intervention and corresponding changes in biochemical parameters of the chronic kidney disease patients.
Objectives:
To asses the changes in nutrition levels post nutrition intervention in chronic kidney disease patients
To asses the changes in biochemical parameter levels post nutrition intervention in chronic kidney disease patients
Method:
The study was conducted in the OPD / IPD and dialysis unit of the Nephrology and Medicine department, King George’s Medical University, Lucknow. Total 90 patients of CKD stage 3-5 were considered in this research. All the patients were provided with customized nutritional intervention plan. Mean statistics and p-values have been used to asses the changes post nutrition intervention. SPSS 23.0 has been used for analysis.
Results: 
The research found significant difference between the values of nutrition parameters (energy, protein and fat) before nutrition intervention and prescribed values of nutrition parameters. Significant difference was not fond to exist between the values of nutrition parameters (energy and protein) after nutrition intervention and prescribed values of nutrition parameters. But significant difference was found to exist for fat after nutrition intervention and prescribed values. Further, significant difference was found to exist between the biochemical parameter levels prior and post nutrition intervention in chronic kidney disease patients.
Conclusion:
Renal nutritional interventions play a critical role in the management of kidney diseases like chronic kidney disease. Working closely with a renal dietitian is crucial for optimizing nutritional care and maintaining overall health in patients with kidney disease.
Keywords: Chronic Kidney Disease, Kidney Disease, Nutrition.
DOI: 10.17632/nf9pd8vhc5
title: Normal hearing assessment of horizontal auditory localization accuracy in a virtual visual environment with free head movement

description: 37 right-handed sighted and normal hearing volunteers perform an auditory localization task in a virtual visual environment. We investigated the contribution of head movements to localization along the interaural plane in absence of motor constraints and visual cues on a virtual scene, experienced by individuals wearing a head-mounted display while listening to stimuli coming from a circular loudspeaker array. Our results indicate that the localization errors progressively contract toward a constant minimum with increasing head motion. Reported are: the participant anonymous id ("Subject"), the condition ("Condition": 1 participants could hear and see the array of loudspeakers while wearing an HMD on top of their head in ways that their vision was not occluded by the device; 2 participants instead wore the HMD correctly, so as to be visually immersed in a virtual environment (VE) meanwhile still listening to the sounds coming from the loudspeaker array), group ("Group": 1 performed first condition 1, then 2; 2 performed condition 2, then 1), target ("Target": angle in sexagesimal degrees), the signed error ("Signed_error": the difference between the target angle and the pointed angle), the unsigned error ("Unsigned_error": the absolute difference between the target angle and the pointed angle), the distance of the head from the target in the moment when it was hit ("Head_position": in meters), the difference between the target and head orientation angle at the same moment ("Head_rotation": in degrees), the head covered distance during a single trial ("Head_distance": in meters) the velocity and acceleration of the head’s translation movement with respect to the x-axis of the frontal plane (respectively "Head_translation_1" in meters per second and "Head_translation_2" in meters per squared second), the angular velocity and acceleration of the head with respect to the z-axis of the frontal plane (respectively "Head_rotation_1" in degrees per second and "Head_rotation_2" in degrees per squared second), the number of direction changes and rotation changes with respect to the translation and angular movements (respectively "Head_direction_changes" and "Head_rotation_changes"), the latency during a single trial ("Latency": in seconds).
DOI: 10.6084/m9.figshare.18094146.v1
title: EEG raw dataset3

description: EEG raw dataset in brainvision format. Can be imported to EEGLAB. splitted into 7 subsets due to the limitation on upload size in figshare
DOI: 10.6084/m9.figshare.26520784.v1
title: DATA FRAME-DROSOPHILA MELANOGASTER - AYAHUACA - SUCROSE.xlsx

description: The study aimed to investigate the impact of Ayahuasca, a classic psychedelic, on cognition and sucrose consumption patterns in <i>Drosophila melanogaster</i>. This was done considering the common pathways between these substances and the neurological alterations caused by these foods. Using liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS), we investigated the concentrations of the active principles dimethyltryptamine, harmaline, harmine, and tetrahydroharmaline present in Ayahuasca, which were 221.62 µg/ml, 26.33 µg/ml, 769.01 µg/ml, and 164.78 µg/ml, respectively. The toxicity of Ayahuasca was assessed through exposure tests, involving the calculation of survival rates using Ayahuasca administered in the diet at concentrations of 100%, 75%, 50%, 25%, or 5%. Subsequently, cognitive performance was evaluated using Open Field and Negative Geotaxis assays. After toxicity testing, the flies were previously sensitized through modified diets, one enriched with sucrose and another supplemented with the dopaminergic precursor L-DOPA. Then, sucrose solution consumption was measured using the Capillary Feeding assay (CAFÉ), with this process occurring after exposure to Ayahuasca at 5% and 50% concentrations for a portion of each group.d
DOI: 10.6084/m9.figshare.28268372.v1
title: Global Litter Decomposition Dataset and Pattern Predictions

description: This dataset contains experimental data on global litter decomposition under natural conditions prior to 2022.
DOI: 10.17632/52m8gwx8x7
title: Replication package for "Nominal GDP growth targeting vs. Taylor rules in a model with financial frictions"

description: This replication package contains the replication files to replicate the figures and tables in the paper "Nominal GDP growth targeting vs. Taylor rules in a model with financial frictions."
DOI: 10.17632/tw272dvhk3
title: Market-based climate policy with fluctuating fossil energy prices

description: This repository provides all the necessary scripts and data to replicate the results presented in the study "Market-based Climate Policy with Fluctuating Fossil Energy Prices." The replication covers figures, tables, energy price shock estimation, and appendix plots.
DOI: 10.6084/m9.figshare.14174732.v1
title: S1_Data.xlsx

description: Minimal data set for the research article "Validity and reliability of the Dutch STarT MSK tool in patients with musculoskeletal pain in primary care physiotherapy".
DOI: 10.6084/m9.figshare.24538876.v1
title: <b>Table</b><b> </b><b>1</b><b> </b>Demographic distribution of the participants (n=327)

description: Demographic distribution of the participants (n=327)
DOI: 10.6084/m9.figshare.26735403.v1
title: Additional file 7 of adhesiomeR: a tool for Escherichia coli adhesin classification and analysis

description: Additional file 7: Table A6. List of in silico pathotyped genomes.
DOI: 10.17605/osf.io/2rz7s
title: Data

description: Data files (.csv) from the statistical analyses of the OSF project "Neural efficiency during tactical decision-making in volleyball".
DOI: 10.17632/2zgppyr2rr
title: Dynamic CD8+ T cell responses to cancer immunotherapy in human regional lymph nodes are disrupted in metastatic lymph nodes

description: Data related to the paper: "Dynamic CD8+ T cell responses to cancer immunotherapy in human regional lymph nodes are disrupted in metastatic lymph nodes," Cell (2023)
DOI: 10.17632/7m4whn2fcz
title: Deep learning-driven diagnosis of humerus fractures from radiographic data

description: Bone fractures are among the most frequently treated conditions in hospitals, arising from causes such as sports injuries, traffic accidents, and other trauma. X-ray imaging, computed tomography (CT), and, in more severe cases, magnetic resonance imaging (MRI) are the most commonly employed diagnostic methods. While these techniques offer high diagnostic accuracy, they are time-consuming due to the need for expert interpretation and the volume of cases requiring evaluation. This research aims to develop a machine learning-driven algorithm for the classification and diagnosis of humerus fractures, highlighting the potential of artificial intelligence in medical diagnostics. The proposed algorithm is based on Artificial Neural Networks (ANN) and trained using a dataset of X-ray images depicting both fractured and healthy bones. To optimize performance, the model was trained with rescaled input images, identifying the ideal resolution to preserve critical features necessary for accurate classification. The algorithm achieved over 90\% accuracy across different image scales, and its performance was validated using metrics such as confusion matrix, sensitivity, F1-score, and Matthews correlation coefficient (MCC), demonstrating its effectiveness as a diagnostic tool for fracture detection.
DOI: 10.6084/m9.figshare.21224954.v3
title: Final Round Expert Feedback and Ratings

description: This dataset provides the final ratings given by the experts for the improved questionnaire items as well as additional feedback on how the questionnaire can be improved further.
DOI: 10.6084/m9.figshare.28087184.v1
title: Dataset: Exploring the Relationships Between Autism Traits, Face Recognition Abilities, Cradling Preferences, and Personality Traits

description: Autism, prosopagnosia, and atypical cradling are linked to altered lateralization and socio-emotional patterns. This study explores how autism traits, cradling-side preferences, and face recognition abilities predict personality traits. Three-hundred neurotypical adults (150 males) completed a survey including the autism spectrum quotient (AQ), imaged cradling preferences, Prosopagnosia index-20 (PI-20), and the Big Five Personality (BFQ). Results showed a strong LCB, unaffected by sex, handedness, parental status, autism traits, or face recognition abilities. AQ negatively predicted Extraversion, Agreeableness, Emotional Stability, and Openness. LCB correlated with higher Agreeableness and moderated the negative association between AQ and Extraversion. These findings suggest cradling preferences and autism traits influence personality, possibly reflecting reduced right-hemisphere specialization in emotional processing and social behavior.
DOI: 10.6084/m9.figshare.3555432.v1
title: Appendix A. Alpine marmot (Marmota marmota) life cycle.

description: Alpine marmot (Marmota marmota) life cycle.
DOI: 10.6084/m9.figshare.5123599.v1
title: Supplementary Material for: The Cost of Persistent Asthma in Europe: An International Population-Based Study in Adults

description: <b><i>Background:</i></b> This study is aimed at providing a real-world evaluation of the economic cost of persistent asthma among European adults according to the degree of disease control [as defined by the 2006 Global Initiative for Asthma (GINA) guidelines]. <b><i>Methods:</i></b> A prevalence-based cost-of-illness study was carried out on 462 patients aged 30–54 years with persistent asthma (according to the 2002 GINA definition), who were identified in general population samples from 11 European countries and examined in clinical settings in the European Community Respiratory Health Survey II between 1999 and 2002. The cost estimates were computed from the societal perspective following the bottom-up approach on the basis of rates, wages and prices in 2004 (obtained at the national level from official sources), and were then converted to the 2010 values. <b><i>Results:</i></b> The mean total cost per patient was EUR 1,583 and was largely driven by indirect costs (i.e. lost working days and days with limited, not work-related activities 62.5%). The expected total cost in the population aged 30–54 years of the 11 European countries was EUR 4.3 billion (EUR 19.3 billion when extended to the whole European population aged from 15 to 64 years). The mean total cost per patient ranged from EUR 509 (controlled asthma) to EUR 2,281 (uncontrolled disease). Chronic cough or phlegm and having a high BMI significantly increased the individual total cost. <b><i>Conclusions:</i></b> Among European adults, the cost of persistent asthma drastically increases as disease control decreases. Therefore, substantial cost savings could be obtained through the proper management of adult patients in Europe.
DOI: 10.17632/v6y37bvrrt
title: Developing a Taxonomic Soil Dataset from SSURGO for Hydrological and Water Quality Modeling

description: The file provided has two R scripts that can be used to aggregate SSURGO map units up to their subgroup taxonomic level. The script divides the soils listed in the SSURGO data into five classes: soils having fragipan, wet soils, wet soils having fragipan, soils having shallow bedrock (lithic), and soils that do not exhibit any of these four characteristics (general).The first script, 'fun_standerdise_layers.R’ extracts the soil mukey data from 'SoilDB' R package (Beaudette et al., 2021), connects it with the SSURGO soil data obtained from the SWAT website (https://swat.tamu.edu/data/), and standardizes the soil data with uniform soil layer depths considering depth-weighted average. The second script, 'create_taxonomy_soils.R' reads this data and first classifies it into taxonomic groups and then clusters it for each of the four hydrologic group within each taxonomic group by considering similarity in soil hydraulic conductivity, soil available water capacity, soil erosivity, and soil depth. A SWAT model developed using the taxonomic data was shown to show similar nutrient and hydrologic loads when compared with a SWAT model developed using SSURGO. The parameter distribution of both the models were also found to be similar. However, the taxonomic model reduced simulation time by half, as the taxonomic dataset mitigates boundary-based discontinuity issues that arise in soil surveys when compiling the SSURGO dataset.