cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yrjp3bg42y
title: Gut microbiota composition positively correlates with sports performance in Competitive non-professional female and male runners

description: Abstract: There is still a pressing need for further investigation to bridge the gap in understanding the differences in gut microbiota composition between female runners and their male counterparts. We aimed to determine the gut microbiota composition in competitive non-professional female and male runners; and to correlate the gut bacteria to performance. Our study included 40 subjects, of which 22 were runners (13 males and nine females) and 18 control subjects (9 males and nine females, representing the general population who perform light physical activity with a weekly running volume of ≤5 km per week). Fecal specimens were collected and analyzed for taxonomic profiling to compare species' relative abundances between males and females based on the results of 16SrRNA analysis. Bacterial alpha and beta diversity were assessed to determine the differences in microbial composition between runners and controls, and between sexes. Each participant underwent a maximal oxygen consumption test and a time-to-exhaustion test at 85% of the measured VO2max. Blood lactate was collected every 5 minutes during the tests. Bacterial alpha diversity showed a significant difference (P=0.04) between runners and controls. Taxonomic analysis of gut microbiota composition showed a lower Enterobacteriaceae abundance and a higher Methanosphaera abundance in runners compared with the control group. Ten different bacteria (Methanosphaera, Mitsuokella, Prevotellaceae, Megamonas, Rothia, Oscillospira, Bacteroides, Odoribacter, Blautia massiliensis, Butyricicoccus_ pullicaecorum) were positively correlated with exercise (Vo2max, lactate blood levels, time to exhaustion, and weekly training volume). We found no significant differences in the gut microbiota composition between male and female runners. Gut microbiota composition positively correlates with sports performance in competitive non-professional female and male runners, and female runners resemble similar gut microbiome diversity to male runners.
DOI: 10.6084/m9.figshare.25472545.v2
title: Measurement Report: Cloud condensation nuclei (CCN) activity in the South China Sea from shipborne observations during summer and winter of 2021: seasonal variation and anthropogenic influence.

description: The field measurement data in SCS in summer and winter in 2021. The data file 202105SCS.csv and the 202112SCS.csv are the verfied files which can be used.
DOI: 10.17632/4m87jpntrd
title: Large theropod teeth database

description: A modified version of Hendrickx et al. (2015) large theropod teeth database (e.g. removing tyrannosauroids and adding Tyrannotitan and additional Torvosaurus teeth), and including a new variable (crown height to width ratio). Also results of Principal Component Analysis and Discriminant Analysis (using only CH, CBL, CBW, AL and DC, i.e. size variables and denticle density at distal carina mid-point) are provided.
DOI: 10.6084/m9.figshare.12790121.v1
title: Supporting files for: Temporal dynamics of visual representations in the infant brain

description: <b>Supporting Files for: </b>Bayet, L., Zinszer, B. D., Reilly, E., Cataldo, J. K., Pruitt, Z., Cichy, R. M., Nelson C. A. & Aslin, R. N. (2020) Temporal dynamics of visual representations in the infant brain. <i>Developmental Cognitive Neuroscience. <br></i>https://doi.org/10.1016/j.dcn.2020.100860
DOI: 10.17632/ht4x2j7ry9
title: 15 Story 600 Member Steel Frame with Composite Columns (ETABS file)

description: This data was prepared for the study named "COST OPTIMIZATION OF TALL BUILDINGS HAVING TUBE COMPOSITE COLUMNS USING SOCIAL SPIDER OPTIMIZATION ALGORITHM"
DOI: 10.17632/r2y638ppdw
title: International review of pediatric Patients with Pediatric Androgenetic Alopecia

description: Tables describing Investigations in pediatric patients with Androgenetic Alopecia and reported side effects of treatments for pediatric patients with Androgenetic Alopecia
DOI: 10.17632/tpz77s9c58
title: Dataset: Direct and indirect effects of climate change in coastal wetlands

description: This dataset was created based off the Coastwide Reference and Monitoring Sites (CRMS) data (Retrieved from Coastal Information Management System database: http://cims.coastal.louisiana.gov [Accessed 21 June 2017] ). We analysed plant species composition, soil pore water salinity (ppt) and water depth (cm) part of that CRMS dataset that were consistently monitored by CRMS over the period of 11 years (2007 – 2017, see file "VegAllEnvData_03july2018.csv") Additionally, to assign each species in the dataset as native/introduced, we obtained a Louisiana introduced species lists from the Louisiana Native Plant Society (https://www.lnps.org/references, see file "LA_Plants_Clean.csv"). The outcomes of the analysis of these date were published in: Christina Birnbaum, Paweł Waryszak and Emily C. Farrer (accepted in 2021) Effects of climate and invasion on vegetation patterns in rapidly declining coastal wetlands in Louisiana. Wetlands.
DOI: 10.17632/ztwgkbk55m
title: Nickel isotope fractionation during intense weathering of basalt: Implications for Ni output from continental weathering

description: Research Data includes XRD and AF4-UV-ICP-MS data associated with this article.
DOI: 10.6084/m9.figshare.27132246.v1
title: source data of <b><i>UvCYP503</i></b><b> is required for stress response and pathogenicity in </b><b><i>Ustilaginoidea virens</i></b>

description: source data of <b><i>UvCYP503</i></b><b> is required for stress response and pathogenicity in </b><b><i>Ustilaginoidea virens</i></b>
DOI: 10.17632/2w6ttxjnwh
title: Artificial Intelligence and the Future of Supply Chain Entrepreneurship: A Bibliometric Analysis of Business Trends and Innovations

description: Artificial Intelligence and the Future of Supply Chain Entrepreneurship: A Bibliometric Analysis of Business Trends and Innovations
DOI: 10.17632/4k94zfwc2n
title: Habitat condition data for Australia from expert elicitation

description: Collection description
These data relate to a project that aimed to construct and test a method for habitat condition data capture across Australia using expert elicitation. The data derived from experts are in two forms: (1) habitat condition scores for specified areas at a specified date range, and; (2) habitat condition scores based on images (photographs) of ecosystems. The image based habitat condition data were collected to enable cross-calibration of contributed site assessment data. These data represent the start of a continent-wide library of ecological condition data suitable for training and validation of model-based approaches to habitat condition assessment.

Methods – site assessments
Experts recorded their assessment of habitat condition for areas within Australia using a data capture tool hosted by the Atlas of Living Australia. Experts mapped site/s with which they have deep familiarity, using polygons. The sites may be small or large, depending on the area over which a consistent condition score can be applied. For each site, experts provided a condition score between 0 and 1 (1=pristine; 0=natural habitat completely removed), the time period of their assessment, and (optionally) disturbances influencing the score. 

Methods – image assessments
Experts recorded their assessment of images using a data capture tool hosted by the Atlas of Living Australia. The image assessment scores are intended to be used to calibrate the site assessment condition scores contributed by experts. Experts were asked to provide a condition score for a suite of images allocated to them based on the Major Vegetation Groups (MVG) and Hutchinson bioclimatic classifications that they nominated familiarity with during the project registration process. The calibration images characterised each ecosystem in several different condition states.

Data products
The condition assessments of sites contributed by experts were formatted and prepared into the following files:
SiteConditionAssessment.csv - Site assessment data of on-ground habitat condition for the 314 sites contributed by experts.
Descriptor_SiteConditionAssessment.csv – A file describing the fields used in the SiteConditionAssessment data file.

The image assessment data were formatted and prepared into the following files:
ImageAssessment.csv – Data on the 278 image assessments of habitat condition, undertaken by experts.
Descriptor_ImageAssessment.csv – A file describing the fields used in the ImageAssessment.csv data file.
DOI: 10.17632/78jvkzhy6s
title: Data for: Modelling the Short-Term and Long-Term Behaviour of the Oklo Natural Nuclear Reactor Phenomenon

description: These files contain the raw data used in the plots appearing in this paper ("oklodata.dat" for the long-term results; "data_boiling.csv" and "data_nonboiling.csv" for the boiling and non-boiling regimes, respectively, of the short-term results) and the MATLAB program used to produce these plots ("graphmaker_2.m").
DOI: 10.17632/sbwjykc7kb
title: CRT trichometric supplementary documents

description: All patients who completed six monthly CRT sessions between 2023 and 2024 were included in this retrospective analysis, comprising fourteen individuals (aged 20–56 years; 13 males, 1 female) diagnosed with Norwood-Hamilton type III–IV androgenetic alopecia (AGA). All patients had previously demonstrated inadequate clinical response to topical 5% minoxidil. Hair density (terminal hair count per cm2) and hair thickness (cumulative terminal hair width, µm/cm2) were quantitatively assessed using artificial intelligence trichoscopy in the frontal (10 cm from glabella), mid (15 cm from glabella), and vertex (20 cm from glabella) scalp regions before and one month after the treatment protocol.
DOI: 10.6084/m9.figshare.3478388.v1
title: SRS014287.zip

description: This sample is part of the GutCyc Collection (www.gutcyc.org), a compendium of environmental pathway / genome databases. GutCyc was constructed from 418 human microbiome assemblies using the open-source MetaPathways pipeline, that enables reproducible metagenomic annotation.
DOI: 10.17632/3yc8x8z982
title: Simulations and measurements dataset of ETA radar sensing antenna

description: Simulation and measurement data
DOI: 10.17632/j8r94pfrj6
title: Immune imprinting, breadth of variant recognition and germinal center response in human SARS-CoV-2 infection and vaccination. Röltgen et al.

description: During the SARS-CoV-2 pandemic, novel and traditional vaccine strategies have been deployed globally. We investigated whether antibodies stimulated by mRNA vaccination (BNT162b2), including 3rd dose boosting, differ from those generated by infection or adenoviral (ChAdOx1-S and Gam-COVID-Vac) or inactivated viral (BBIBP-CorV) vaccines. We analyzed human lymph nodes after infection or mRNA vaccination for correlates of serological differences. Antibody breadth against viral variants is less after infection compared to all vaccines evaluated, but improves over several months. Viral variant infection elicits variant-specific antibodies, but prior mRNA vaccination imprints serological responses toward Wuhan-Hu-1 rather than variant antigens. In contrast to disrupted germinal centers (GCs) in lymph nodes during infection, mRNA vaccination stimulates robust GCs containing vaccine mRNA and spike antigen up to 8 weeks post-vaccination in some cases. SARS-CoV-2 antibody specificity, breadth and maturation are affected by imprinting from exposure history, and distinct histological and antigenic contexts in infection compared to vaccination.
DOI: 10.17632/r288pwfzhj
title: Willingness to pay for wheat traits in rural Ethiopia - DCE data

description: This dataset was generated on a sample of 303 households in a rural district called Meket in Northern Ethiopia. The data were collected in October 2016. The data consist of socioeconomic characteristics of the sample population and their preferences for wheat traits elicited using discrete choice experiments.
DOI: 10.6084/m9.figshare.28532465.v2
title: One-dimensional steady-state combustion burning rate predict using neural network

description: A neural based one-dim solver for solid propellant.
DOI: 10.17632/9whh6dy5j9
title: Urban Digital Twin technologies expert evaluation for Green Spaces and Ecosystems

description: This data-set is a part of study for Building Digital Twin Scientific Conference 2025 titled "Urban Digital Twin Data Requirements and Reference Architecture for Green Spaces and Ecosystems". In this study 8 independent experts evaluated the commonly used technologies such as GIS, photogrammetry, LiDAR, 360 RGB photos, CAD, BIM, Infrared thermography and thermo-photogrammetry in relation to established KPIs for green spaces Urban Digital Twin (UDT). Expert ranking and Kendall's W calculation methodology was adapted to identify the most useful technologies for the UDT.
DOI: 10.17632/dshgffwykw
title: Hish Resolution Hyperspectral Raman images from Nthy3-1, FTC133 and RO82W-1 cell lines

description: Contains 25 Raw Hyperspectral Raman images measured from Nthyori3-1, FTC133 and RO82W-1 cell lines, after wavenumber calibration. One image data consist of a three dimensional matrix, the first two axis corresponding to the pixel position and the third axis being the Raman intensity spectrum at that pixel. One image contains roughly 80000 spectra with 1000 wavenumbers each, in the range of 700 - 3000 cm-1. Each .mat file contain two dictionaries: - origimagedata: Raw data 3darray of shape of (Width, Wavenumbers, Height) - wavenumber: 1-d array corresponding to the wavenumber values
DOI: 10.17632/f862zzmj8m
title: Circadian Regulation of Light-Evoked Attraction and Avoidance Behaviors in Daytime- versus Nighttime-Biting Mosquitoes by Baik et. al.

description: Light-evoked attraction/avoidance of Aedes aegypti and Anopheles Coluzzii mosquitoes.
DOI: 10.17632/jpxfdj8wfr
title: Dataset on the neuropsychological assessment and microbiota analysis of elderly people with Alzheimer's disease and without cognitive impairment

description: The dataset comprises assessments of 25 patients with Alzheimer's disease and 25 healthy elderly controls. Participants were assessed on their cognitive functioning, emotional state, level of functionality, adherence to a Mediterranean lifestyle and gut microbiota composition (abundances). Additionally, descriptive variables such as sex, age, education, smoking status, alcohol consumption and body mass index were also included.
DOI: 10.17632/zb9swhpv3y
title: Virome diversity correlates with intestinal microbiome diversity in adult monozygotic twins. Moreno-Gallego and Chou et al.

description: crAss-phage MCP HMM-profiles and Microviridae HMM-profiles
DOI: 10.17632/2nc7sjnc8r
title: Dataset Modern Architecture

description: This database contains modern architectural data for text analysis.
DOI: 10.17632/x792grbm9g
title: i-PI 2.0: A universal force engine for advanced molecular simulations

description: Progress in the atomic-scale modelling of matter over the past decade has been tremendous. This progress has been brought about by improvements in methods for evaluating interatomic forces that work by either solving the electronic structure problem explicitly, or by computing accurate approximations of the solution and by the development of techniques that use the Born–Oppenheimer (BO) forces to move the atoms on the BO potential energy surface. As a consequence of these developments it is now possible to identify stable or metastable states, to sample configurations consistent with the appropriate thermodynamic ensemble, and to estimate the kinetics of reactions and phase transitions. All too often, however, progress is slowed down by the bottleneck associated with implementing new optimization algorithms and/or sampling techniques into the many existing electronic-structure and empirical-potential codes. To address this problem, we are thus releasing a new version of the i-PI software. This piece of software is an easily extensible framework for implementing advanced atomistic simulation techniques using interatomic potentials and forces calculated by an external driver code. While the original version of the code (Ceriotti et al., 2014) was developed with a focus on path integral molecular dynamics techniques, this second release of i-PI not only includes several new advanced path integral methods, but also offers other classes of algorithms. In other words, i-PI is moving towards becoming a universal force engine that is both modular and tightly coupled to the driver codes that evaluate the potential energy surface and its derivatives.
DOI: 10.17632/zjh86mjst7
title: RNA-Seq

description: Raw Data of RNA-Seq
DOI: 10.17632/f2gn2tbp7h
title: Магистерская диссертация «Стратегия развития цифровых платформ в сфере электронной торговли в Российской Федерации» Мзоков А. Р. Май 2021

description: Дополнительные файлы к магистерской диссертации. Финансовая модель. Презентация проекта. Приложение.
DOI: 10.6084/m9.figshare.27604436.v1
title: Fit model to real data from The effect of target scarcity on visual foraging

description: Provides full details of model fitting and analyses for real data.
DOI: 10.6084/m9.figshare.9765365.v2
title: Total and hybrid rice planting area and rice yield in China from 1975 to 2015

description: Total and hybrid rice planting area and rice yield in China from 1975 to 2015
DOI: 10.17632/rdky78bk8r
title: Data for "Best Practices for Your Exploratory Factor Analysis: a Factor Tutorial" published by RAC-Revista de Administração Contemporânea

description: This repository contains material related to the analysis performed in the article "Best Practices for Your Exploratory Factor Analysis: a Factor Tutorial". The material includes the data used in the analyses in .dat format, the labels (.txt) of the variables used in the Factor software, the outputs (.txt) evaluated in the article, and videos (.mp4 with English subtitles) recorded for the purpose of explaining the article. The videos can also be accessed in the following playlist: https://youtube.com/playlist?list=PLln41V0OsLHbSlYcDszn2PoTSiAwV5Oda. Below is a summary of the article: "Exploratory Factor Analysis (EFA) is one of the statistical methods most widely used in Administration, however, its current practice coexists with rules of thumb and heuristics given half a century ago. The purpose of this article is to present the best practices and recent recommendations for a typical EFA in Administration through a practical solution accessible to researchers. In this sense, in addition to discussing current practices versus recommended practices, a tutorial with real data on Factor is illustrated, a software that is still little known in the Administration area, but freeware, easy to use (point and click) and powerful. The step-by-step illustrated in the article, in addition to the discussions raised and an additional example, is also available in the format of tutorial videos. Through the proposed didactic methodology (article-tutorial + video-tutorial), we encourage researchers/methodologists who have mastered a particular technique to do the same. Specifically, about EFA, we hope that the presentation of the Factor software, as a first solution, can transcend the current outdated rules of thumb and heuristics, by making best practices accessible to Administration researchers".
DOI: 10.17632/vpv7gfpmdj
title: Multiple alignments of Echinococcus multilocularis mitochondrial sequences

description: Multiple alignments fasta files: -alignment of 227 mitochondrial (cob,atp6,nad2,nad1,cox1) (4968bp) European Echinococcus multilocularis sequences -alignment of 43 mitochondrial (cob,atp6,nad2,nad1,cox1) (4968bp) European Echinococcus multilocularis haplotypes -alignment of 36 mitochondrial (cob,nad2,cox1) (3558bp) European Echinococcus multilocularis haplotypes + 18 mitochondrial (cob,nad2,cox1) (3558bp) global Echinococcus multilocularis haplotypes (from Nakao et al., 2009) -alignments of single mitochondrial genes: --cob, 256 European Echinococcus multilocularis sequences + 17 Echinococcus multilocularis reference sequences retrieved from GenBank --atp6, 265 European Echinococcus multilocularis sequences + 56 Echinococcus multilocularis reference sequences retrieved from GenBank --nad2, 241 European Echinococcus multilocularis sequences + 59 Echinococcus multilocularis reference sequences retrieved from GenBank --nad1, 249 European Echinococcus multilocularis sequences + 16 Echinococcus multilocularis reference sequences retrieved from GenBank --cox1, 245 European Echinococcus multilocularis sequences + 120 Echinococcus multilocularis reference sequences retrieved from GenBank
DOI: 10.6084/m9.figshare.27328491.v1
title: Database screening and extraction

description: Screening and extraction data from 3 databases
DOI: 10.17632/4fc4342zk3
title: Etiology of Basic Psychological Needs and Their Association with Personality: A Twin Study

description: Description of the study: This study had three main goals. First, to explore phenotypical associations between basic psychological needs and the Five-Factor Model of personality traits. Second, to investigate the etiology of individual differences in basic psychological needs. Finally, to examine the genetic and environmental overlap between needs and traits.

Participants: Self-report data were collected in a sample of 668 Croatian twins (334 twin pairs). 

Measures: Basic Psychological Need Satisfaction Scale ; NEO-Five Factor Inventory; Zygosity questionnaire
DOI: 10.17632/56gc75jmt5
title: Raw data of layered hydrochemistry and nitrate reduction experiment in Beijing nitrogen attenuation zone profile

description: Nitrogen attenuation zones (NAZ), characterized by high surface total soil nitrogen (TSN) and groundwater intrinsic vulnerability (Inv) but low groundwater total nitrogen (TN) concentrations, were found in a regional shallow groundwater nitrogen pollution study. The relatively high Fe2+ (1.50 mg/L) and Mn2+ (0.35 mg/L) concentrations in these zones prompted the hypothesis that they might be involved in the NO3-N reduction within nutrient-deficient groundwater. However, whether this process occurred and its contribution remained ambiguous. 
Consequently, five boreholes were sampled in the southeastern suburb of Beijing, a typical NAZ in the North China Plain. The results indicated that the high TSN but low groundwater TN concentrations were primarily attributable to NO3-N attenuation during infiltration, with silty clay in the vadose zone and the water table fluctuation zone (WTF zone) serving as crucial layers for attenuation. Enzyme activity and microbial analysis confirmed that Fe(II) in the WTF zone participated in NO3-N reduction. Electron balance analysis further discovered that dissolved organic carbon (DOC) was the predominant electron donor for NO3-N reduction in the vadose zone (51.44%-92.98%), whereas Fe(II) prevailed in the WTF zone (27.4%-52.43%), consistent with the enzyme activity results. Notably, incubation experiments revealed that Fe(II) was the primary electron donor when DOC/NO3-N&lt;0.7 and DOC/Fe(II)&lt;0.023 in sediments. 
These findings underscored the significant role of Fe(II) in NO3-N reduction. Future studies could provide a basis for differentiated fertilizer nitrogen regulation by dividing the NAZ and exploring the nitrogen loading thresholds that the nitrogen attenuation capacity of different NAZ can support.
DOI: 10.17632/j84ssttmp8
title: socio-economic, educational, agricultural, and infrastructure indicators for regional analysis

description: The dataset is organized into four broad categories: socio-economic, education, agriculture and infrastructure, allowing a comprehensive and cross-sectional analysis of regional dynamics in Morocco. Each category includes key indicators, measured at the regional level, with clearly defined units of measurement.