cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28163135.v1
title: Supplementary Material for: Organization of the perioral representation of the primary somatosensory cortex in prairie voles (Microtus ochrogaster)

description: Prairie voles (Microtus ochrogaster) are one of the few mammalian species that are monogamous and engage in the biparental rearing of their offspring. Biparental care impacts the quantity and quality of care the offspring receives. The increased attention by the father may translate to heightened tactile contact the offspring receives through licking and grooming. In the current study, we used electrophysiological multiunit recording techniques to define the organization of the perioral representation in the primary somatosensory area (S1) of prairie voles. Functional representations were related to myeloarchitectonic boundaries. Our results show that most of S1 is occupied by the representation of the contralateral mystacial whiskers and the lower and upper lips. The mystacial vibrissae representation encompassed a large portion of the caudolateral S1, while the representation of the lower and upper lips occupied a large portion of the rostrolateral aspect of S1. We found that neuronal populations representing the perioral structures tended to have small receptive fields relative to other body part representations on the head. The representation of the mystacial whiskers and perioral structures was coextensive with cytoarchitectonically defined barrel fields that extend from the caudolateral to a rostrolateral aspect of S1. We discuss our findings in the context of the magnification of behaviorally relevant sensory surfaces in other rodents, the ubiquity of the barrel systems in rodents, and behaviors associated with specialized sensory surfaces.
DOI: 10.6084/m9.figshare.29150519.v1
title: L-shaped relationship between dietary magnesium intake and hearing loss in US adults: National Health and Nutrition Examination Survey

description: The association between dietary magnesium intake and hearing loss (HL) at various frequencies remains unclear; therefore, we aimed to explore this association. A cross-sectional study of the National Health and Nutrition Survey database from 2011–2012 and 2015–2016. This study included 7,675 adults aged 20–69 years. The mean age was 44.0 ± 14.3 years, and 50.4% of participants were female. Compared to the lowest magnesium intake group (27.0–190.5 mg/day, OR = 1.00), the adjusted odds ratios (ORs) for low-frequency HL (LFHL) were significantly lower in the middle and higher magnesium intake groups: 191.0–247.5 mg/day (OR: 0.76; 95% confidence interval [CI], 0.59–0.98; p = 0.037) and 248.0–306.5 mg/day (OR: 0.73; 95% CI, 0.55–0.96; p = 0.027). For speech-frequency HL (SFHL), the adjusted ORs were significantly lower in the middle and higher magnesium intake groups: 191.0–247.5 mg/day (OR: 0.68; 95% CI, 0.54–0.86; p = 0.001) and 248.0–306.5 mg/day (OR: 0.69; 95% CI, 0.53–0.88; p = 0.003). Restricted cubic spline analysis revealed an "L-shaped" relationship between magnesium intake and LFHL and SFHL. An “L-shaped” association between dietary magnesium intake and the risk of LFHL and SFHL was identified, with an inflection point at 275.5 mg/day.
DOI: 10.6084/m9.figshare.6390614.v1
title: Supplementary Material for: Lymphovascular Invasion Increases the Risk of Nodal and Distant Recurrence in Node-Negative Stage I–IIA Non-Small-Cell Lung Cancer

description: <b><i>Objectives:</i></b> Despite complete surgical resection, 30–40% of patients with stage I–IIA non-small-cell lung cancer (NSCLC) have recurrences. We aimed to elucidate the effect of lymphovascular invasion (LVI) on the prognosis and patterns of recurrence in patients with pathologically confirmed T1–2N0 NSCLC. <b><i>Methods:</i></b> We evaluated 381 patients who underwent complete resection and were diagnosed with pathologic T1–2N0 NSCLC between March 2000 and January 2012. Local recurrence, nodal recurrence, and distant metastasis were defined and analyzed. <b><i>Results:</i></b> LVI was present in 72 patients (18.9%). The 5-year disease-free survival (DFS) for all patients was 69.9%. Patients with LVI showed a significant decrease in 5-year DFS (47.3 vs. 74.4%, <i>p</i> &lt; 0.001). LVI was a significant prognostic predictor in multivariate analysis (<i>p</i> = 0.003). The patients with LVI showed a significantly increased 5-year cumulative incidence of nodal recurrence (22.5 vs. 8.7%, <i>p</i> &lt; 0.001) and distant metastasis (30.4 vs. 14.9%, <i>p</i> = 0.004). However, no difference was shown between the two groups in the 5-year cumulative incidence of local recurrence (<i>p</i> = 0.416). <b><i>Conclusions:</i></b> LVI is a negative prognostic factor in patients with stage I–IIA NSCLC. The presence of LVI significantly increases the risk of nodal and distant recurrence.
DOI: 10.17605/osf.io/vzyw6
title: Data-PCER and Creativity

description: This is the raw data collected and utilized in the study titled "Can Perceived Corporate Environmental Responsibility Influence Employees' Green Creativity? A Moderated Mediation Model" , which was published in CIM in 2025
DOI: 10.17632/6hgydz2fm8
title: Benthic deposition and burial of total mercury and methylmercury estimated using thorium isotopes in the high-latitude North Atlantic

description: Distributions of thorium-234 and thorium-228 in the bulk sediment of the North Atlantic; Distributions of methylmercury and total mercury in the bulk sediment of the North Atlantic; Distributions of methylmercury and total mercury in the sediment porewater of the North Atlantic
DOI: 10.6084/m9.figshare.22491319.v6
title: Raw data of psychometric properties' HIV Preventive Behavior Scale among Thai MSM

description: Raw data of psychometric properties on HIV Preventive Behavior Scale for Thai MSM and questionnaire for collecting data
DOI: 10.6084/m9.figshare.c.3623567_d10.v1
title: Additional file 7: Table S3. of Automatically visualise and analyse data on pathways using PathVisioRPC from any programming environment

description: Table containing highly enriched GO terms for bone marrow cells, PBMCs, and splenocytes. (TXT 10Â kb)
DOI: 10.17632/4hxd747k8c
title: Data for: Experimental design and response surface method in geothermal energy: A comprehensive study in probabilistic resource assessment

description: This entire data has used in the research. The MPJ file is a Minitab project created in Minitab application. The whole type of experimental design and response surface method are created in Minitab. The 'goft' file is a production result based on numerical modeling using TOUGH2 for all type of Experimental Design and Response Surface Method.
DOI: 10.17632/nd64f8zchj
title: Microbiome and Metabolome Profiles of High Screen Time in a Cohort of Healthy College Students

description: As screens are increasingly integrated into every facet of modern life, there is growing concern over the potential effects of high screen time. Previous studies have largely utilized self-report data on mood and behavioral aspects of screen time. In this study, we explored the fecal microbiome and metabolome of a diverse group of 60 college students, classified by high (≥ 75 min/day) or low (0-75 min/day) self-reported screen time using 16S rRNA amplicon sequencing, targeted liquid chromatography-tandem mass spectrometry, and targeted short-chain fatty acid detection using gas chromatography-mass spectrometry. Several key taxa and metabolites were significantly altered between groups and found to be highly co-occurrent. Pathway and enzyme enrichment analyses indicated widespread dysfunction of amino acid metabolism. High screen time was also predicted to be associated with type I diabetes, obesity, chronic fatigue syndrome, and various manifestations of inflammatory bowel. These results provide a data-driven hypothesis for future experimental research.
DOI: 10.6084/m9.figshare.11557836.v1
title: Additional file 1. of Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential

description: Samples used for analyses in the manuscript “Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential”. Excel spreadsheet listing all samples used in this analysis; if a sample was sequenced as part of a previously published study, the reference is listed (and are also included in the main text of the manuscript, see Methods and References sections), as well as accession IDs.
DOI: 10.6084/m9.figshare.12980066.v1
title: Fast carbon nanotube growth on carbon fiber keeping tensile strength

description: This work developed a novel approach for carbon nanotube (CNT) direct deposition on carbon fiber (CF) tow surface by chemical vapor deposition (CVD), without degrading CF mechanical properties. This approach combines conditions for growth at low-temperature (650°C), small growth induction period for a fast growth and fast surface modification to enable the growth. The lower growth temperature comes from using the well-known equimolar C<sub>2</sub>H<sub>2</sub>/CO<sub>2</sub> gas mixture. The floating catalyst from a liquid precursor (with high ferrocene concentration dissolved in hexane) reduced the growth induction period. Gentle surface modification, either by a mild oxidation of CF fiber with silicon containing sizing, or by desized CF exposition to a hexamethyldissiloxane (HMDSO) environment, create silicon oxide clusters. The X-ray Photoelectron Spectroscopy (XPS) analysis show that such clusters need to be in a higher oxidation state – Si(-O)<sub>2</sub>, Si(-O)<sub>3</sub> and Si(-O)<sub>4</sub> – to anchor catalyst and enable CNT growth. The first oxidation state – Si(-O)<sub>1</sub> – is not enough. A resin droplet wetting test developed shows that even though the success in CNT growth, the entire processes decrease CF wetting, exposing the need for a resizing procedure. CF mechanical properties were characterized by single-filament and CF tow tensile strength tests.
DOI: 10.6084/m9.figshare.26322460.v4
title: <b>Beyond designer’s knowledge-Generating materials design hypotheses via a large language model</b>

description: Data supporting the paper entitled "<b>Beyond designer’s knowledge: Generating materials design hypotheses via a large language model</b>". For detailed information about the file contents, see 'Folder Contents Description.pdf'.Provider is willing to license its rights in the Prompts and Codes (“Provider’s Rights”) to academic researchers to use free of charge solely for academic, non-commercial research purposes subject to the terms and conditions outlined herein. The Prompts and Codes were created at the University of Wisconsin ("UW") by Quanliang Liu and Hyunseok Oh. Please note Provider's Rights may include, but are not limited to, certain patents or patent applications owned by the Wisconsin Alumni Research Foundation (“WARF”).https://arxiv.org/abs/2409.06756<br><br><br><br>
DOI: 10.6084/m9.figshare.5472970.v1
title: datasets

description: Datasets for practising in class<br>
DOI: 10.17632/wp5gkjbvb9
title: Data for: Evaluation of Ride-Sourcing Search Frictions and Driver Productivity: A Spatial Denoising Approach

description: This dataset contains information about ride-sourcing rides from 06-02-2016 through 04-13-2017 provided by Ride Austin through the website https://data.world/ride-austin/ride-austin-june-6-april-13
DOI: 10.17632/ztw7yfj68f
title: Healthcare in Asymmetrically Smart Future Environments: Applications, Challenges and Open Problems

description: The dataset contains the analysis of the studies discussed in the article "Healthcare in Asymmetrically Smart Future Environments: Applications, Challenges and Open Problems".
DOI: 10.6084/m9.figshare.21501390.v1
title: A high-resolution gridded grazing dataset of grassland ecosystem on the Qinghai–Tibet Plateau in 1982–2015_V2

description: The gridded grazing dataset of the grassland ecosystem on the Qinghai–Tibet Plateau for 1982–2015 was named according to the year corresponding to the grazing data and stored in GeoTIFF format in SU per pixel per year. The spatial resolution was 0.083°, with an annual temporal resolution. The geographic coordinate system of the dataset was GCS_WGS_1984. The dataset has the potential to elucidate the spatiotemporal variation in human activities, clarify the mechanisms of ecological processes, and guide the sustainable management of grassland ecosystems
DOI: 10.6084/m9.figshare.22306735.v4
title: The boxers' data of physical fitness

description: These data are the raw data of some physical fitness test indicators of outstanding Chinese male boxers. After processing these data, we can get the model we want.
DOI: 10.6084/m9.figshare.24190413.v1
title: PLINK files (ped and map) of wild and domestic goat species

description: We compiled the comprehensive SNP dataset of wild and domestic goats. Samples were genotyped with Illumina Goat SNP50 BeadChip. We complemented those genotypes with published data from animals that were genotyped with the same SNP chip. Complete dataset contain whole genome SNP data of 613 individuals from 10 species, 8 subspecies, and 26 breeds including the outgroup. There are 48.311 autosomal SNPs with a call rate greater than 95%, any other filtering steps, phasing or imputation were not performed on this data. In compressed folder are genotypes in Plink format and a table with samples' information.Publication: Pogorevc N., Dotsev A., Upadhyay M., Sandoval-Castellanos E., Hannemann E., Simčič M., Antoniou A., Papachristou D., Koutsouli P., Rahmatalla S., Brockmann G., Sölkner J., Burger P., Lymberakis P., Poulakakis N., Bizelis I., Zinovieva N., Horvat S. and Medugorac I. <b>Whole-genome SNP genotyping unveils ancestral and recent introgression in wild and domestic goats. </b><i>Molecular Ecology</i>
DOI: 10.6084/m9.figshare.28687238.v1
title: Research Data for Paper: A User Study Evaluation of Predictive Formal Modelling at Runtime in Human-Swarm Interaction

description: This dataset is for the user study conducted to evaluate the performance benefits of predictive formal modelling (PFM) at runtime in a human-swarm interaction experiment. We recruited 180 participants to perform the role of aerial swarm operators conducting a drone delivery mission in a simulation environment using the Human And Robot Interactive Swarm (HARIS) simulator.
DOI: 10.6084/m9.figshare.899750.v1
title: Adult attachment styles as predictors of different types of ingroup identification.

description: The primary goal of the present research was to explore the relationship between adult attachment styles and four different types of identification with social groups. The results confirmed predictions and revealed that particular prototypic attachment styles are associated with an increase in only certain types of ingroup identification. People with secure attachment style had higher social identification than people with a dismissive-avoidant attachment style. Participants with secure attachment style showed higher communal identification than participants who had either a dismissive-avoidant or a fearful-avoidant attachment style. These findings supported the idea that relationship attachment style has an important effect on the way people identify with their social groups and can serve as a predictor of preferred type of ingroup identity.
DOI: 10.17632/f9xd5zp8mp
title: VQUAD Surveillance Video Quality Database

description: This is a subjective quality database for surveillance videos. This database has been built in the framework of the NPRP project (NPRP No.8 - 140 - 2 – 065) funded by the QNRF.  

Leader Principal Investigator (LPI) Azeddine Beghdadi 
Co-LPI Noor Al Madeed 

Principal Investigators (PIs): 
Ismail Bezzine, Zohaib Amjad, Khan, Mounir Kaaniche,  Somaya Al Madeed, Ahmed Bouridane, Faouzi Alaya Cheikh

How to cite the database: 


Contact : Prof. Azeddine Beghdadi, L2TI, Université Sorbonne Paris Nord (Email: azeddine.beghdadi@univ-paris13.fr)

For more details and citation check the following paper:

I. Bezzine, I., Khan, Z.A., Beghdadi, A., Al-Maadeed, N., Kaaniche, M., Al-Maadeed, S., Bouridane, A. and Cheikh, F.A., 2020, November. Video Quality Assessment Dataset for Smart Public Security Systems. In 2020 IEEE 23rd International Multitopic Conference (INMIC) (pp. 1-5). IEEE.,  DOI: 10.1109/INMIC50486.2020.9318149.
DOI: 10.6084/m9.figshare.11926047.v3
title: List of Natural Products databases

description: List of Natural Products databases mentioned in scientific litterature since 2000<br>The Table1_s3 is the most recent version.<br>The table "stereoOverlapTable" references the percentage of agreement in terms of stereochemistry between databases when the latter share molecules.
DOI: 10.6084/m9.figshare.16615873.v1
title: Data & Code for 'Decay of similarity across tropical forest communities: integrating spatial distance with soil nutrients'

description: Data and Code supporting the analyses of the paper entitled: Decay of similarity across tropical forest communities: integrating spatial distance with soil nutrients. <br>By Guille Peguero, Miquel Ferrín et al. <br>The 'read me' file contains descriptions of all the datasets and the 'code' file the R scripts and modified functions needed to reproduce all the analyses.
DOI: 10.17632/6yz5gtmdhm
title: Dataset: Effects of early life stress on biochemical indicators of the dopaminergic system

description: Dataset for meta-analysis on mice and rats studies on the effects of early life stress on biochemical indicators of the dopaminergic system. The dataset includes 90 publications, for a total of 1009 comparisons. A wide variety of variables have been recorded, including elements of experimental design and study quality.
DOI: 10.17632/ntgk33kntb
title: Experimental data for “Shear mechanical behaviors and cracking evolution mechanism of foliated slate in tunnel excavation disturbance condition” [Dataset]

description: This study proposed a true triaxial shear test method combining static-dynamic under true triaxial conditions to simulate the complex shear mechanical behaviors and failure mechanisms of foliated rock surfaces, triggered by tunnel excavation unloading and dynamic disturbance. Based on a new dynamic true triaxial shear test device, the shear strength, deformation, failure surface morphology, shear strain rate and damage evolution rules of thin-foliated slate under different lateral and normal stresses were investigated. The critical disturbance shear strength of thin-foliated slate demonstrated a significant lateral stress effect, initially increasing by up to 7.5% and subsequently declining to -34.25% with increasing lateral stress. To describe this feature, a three-dimensional shear strength formula considering the lateral stress effect was developed with theoretical predictions closely aligning with experimental findings. During the process of the true triaxial shear tests, the thin-foliated slate showed the features of small disturbance shear deformation, low shear strain rate, and stable damage value changes prior to failure. In the initial period of disturbance shear deformation, micro-tensile cracks were primarily found. As the shear failure developed with the micro-shear cracks increasing, the failure mode of thin-foliated slate exhibited as tensile-shear mixed crack overall. Additionally, the disturbance shear failure precursors of thin-foliated slate are meaningful, acoustic emission parameter lgN/b maintained a low and stable level prior to disturbance shear failure, then sharply surged to a high value nearing failure. Therefore, disaster warning for foliated tunnel surrounding rock should emphasize monitoring aimed at fracture information.
DOI: 10.6084/m9.figshare.14526801.v1
title: Catching organic vapors between creation and condensation

description: Datasets that support the findings of the study “Catching organic vapors between creation and condensation”
DOI: 10.6084/m9.figshare.17098487.v1
title: Global maps of soil water-retention parameters (field capacity and permanent wilting point) at different soil depths

description: Global maps (at the 10 km resolution) of field capacity and permanent wilting point at different soil depths (i.e., 0-5 cm, 5-15 cm, 15-30 cm, 30-60 cm, 60-100 cm, and 100-200 cm) derived from the two ensemble models (i.e., the hierarchical multi-model ensemble (HME) and the automated machine learning-assisted ensemble framework (AutoML-Ens)) predictions based on 13 widely used pedotransfer function (PTF) models) .For details, please refer to the published paper: "Dynamically weighted ensemble of geoscientific models via automated machine-learning-based classification". https://doi.org/10.5194/gmd-16-5685-2023<br>
DOI: 10.6084/m9.figshare.25603866.v1
title: Data for Metasurface-Controlled Holographic Microcavities

description: <b>Data for the manuscript "Metasurface-Controlled Holographic Microcavities"</b><br><b>ACS Photonics 2024, 11, 3, 941–949</b> https://doi.org/10.1021/acsphotonics.3c01479<br>Marcus Ossiander 1,2,*, Sydney Mason 1,3, Maryna Leonidivna Meretska 1,4 Christina Spägele 1, Federico Capasso 11 John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, United States<br>2 Institute of Experimental Physics, Graz University of Technology, 8010 Graz, Austria; Email: mossiander@g.harvard.edu<br>3 Present Address: E.L. Ginzton Laboratory, Stanford University, Stanford, California 94305, United States<br>4 Present Address: Institute of Nanotechnology, Karlsruhe Institute of Technology (KIT), 76344 Eggenstein-Leopoldshafen, Germany<br>* Corresponding Author: mossiander@g.harvard.edu<br>All data presented in the paper and supporting its claims is contained in this repository.<br>Data is saved in JSON format with descriptive variable names containing units where applicable and ordered by the figure panel it is presented in.Raw SEM pictures and metasurface design files are included.
DOI: 10.6084/m9.figshare.26380918.v1
title: All properties of molecules (pubchem + calculated geometric properties)

description: This is the dataset containing all molecular properties for LPM
DOI: 10.6084/m9.figshare.5554537.v1
title: Experiment CLA-SubjectF-150928-3States

description: Experiment in which subject performed 3 imageries of left and right hand motion and a passive state.
DOI: 10.6084/m9.figshare.7605404.v1
title: Detection of cross-contamination and strong mitonuclear discordance in two species groups of sawfly genus Empria (Hymenoptera, Tenthredinidae): ipyrad dataset and an R script

description: The ipyrad dataset contains alignment of 19 413 ddRAD loci of 35 Empria specimens. The script takes as an input the ipyrad dataset and a table is produced for every locus (rows) and specimen (columns) where cells contain list of specimens that are identical to a specimen indicated in the column (the cell is empty if there are no identical specimens for a particular specimen and locus). Additional columns are added to get information per locus about identical specimens between two groups, the number of specimens, maximum, median and mean divergence. The two groups examined are longicornis (including E. tridentis, which taxonomically is not a member of the group, but closely related) and immersa groups. For both groups and for every locus, specimens are recorded that are identical to any member in the other group while different from specimens in its own group. The second table produced by the script lists the specimens in the dataset, the number of loci, and the normalised number of loci per specimen. Normalised numbers of loci were calculated as half of the maximum number of loci divided by the number of loci of a particular specimen in the dataset. Then the script proceeds to produce bar plots (output as pdf) for every specimen showing percent of loci and normalised percent of loci that are identical to a particular specimen while different from all others. Two additional bar plots are produced for longicornis and immersa groups to show percent of loci of a particular specimen that are identical to any specimen in the wrong group while different from specimens in its own group.<br>