cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28329558.v1
title: Additional file 1 of Mediating Mendelian randomization in the proteome identified potential drug targets for obesity-related allergic asthma

description: Supplementary Material 1: Supplementary Materials 1. The MR results of BMI and allergic asthma. Supplementary Materials 2. The MR results of plasma proteins and allergic asthma. Supplementary Materials 3. The MR results of BMI and plasma proteins. Supplementary Materials 4. The MR results of mediation factor plasma proteins and allergic asthma. Supplementary Materials 5. The results of drug-targeted MR
DOI: 10.6084/m9.figshare.5593231.v1
title: APS dataset

description: This is the APS dataset with estimated parameters.
DOI: 10.6084/m9.figshare.5669029.v1
title: Elastic modulus of PVDF with bentonite or LiNbO3 using deformation energy

description: Abstract Polyvinylidene fluoride (PVDF) is valued for its properties of transparency to light, lightness, flexibility, mechanical strength, chemical stability, ease of processing, and low-cost production. Ceramics have low mechanical strength and poor processability, but have excellent piezo- and pyroelectric characteristics. The deficiencies of ceramics can be minimized by combining them with polymers. Accordingly, PVDF samples with different percentages of bentonite or LiNbO3 were used to obtain composites via “casting,” and the modulus of elasticity (E) of the composites was studied using a specially designed system. The method used to obtain E took into account the strain energy and the strength of the materials. Based on the results, E decreased with an increased percentage of bentonite and, in the case of LiNbO3, for the percentages of 30% and 35% increases.
DOI: 10.6084/m9.figshare.7093481.v2
title: AphasiaRecovery

description: normalized fMRI and behavioral data, auditory comprehension fMRI task (event-related design) with normal speech, reversed speech and pseudo-speech presented randomly. For details see manuskript submitted to Brain 2018.
DOI: 10.1184/r1/28452131.v1
title: EEG-BCI Dataset for "Continuous Reaching and Grasping with a BCI Controlled Robotic Arm in Healthy and Stroke-Affected Individuals"

description: This EEG dataset from Brain Computer Interface (BCI) experiments was collected as part of the study titled: “Continuous Reaching and Grasping with a BCI Controlled Robotic Arm in Healthy and Stroke-Affected Individuals”. If you use a part of this dataset in your work, please cite the following publication:D. Forenzo, Y. Zhang, G. F. Wittenberg, B. He, "Continuous Reaching and Grasping with a BCI Controlled Robotic Arm in Healthy and Stroke-Affected Individuals," medRxiv, Apr. 2025, doi: https://doi.org/10.1101/2025.04.16.25325551This dataset was collected under support from the National Institutes of Health via grants NS096761, NS127849, NS124564, and NS131069 to Dr. Bin He.Correspondence about the dataset: Dr. Bin He, Carnegie Mellon University, Department of Biomedical Engineering, Pittsburgh, PA 15213. E-mail: bhe1@andrew.cmu.edu
DOI: 10.17632/d247ypfnmr
title: Data of Kouvari et al., 2021 - Humans and climate as possible drivers of the morphology and function of the mandible of Suncus etruscus in Corsica

description: Data and R files for manuscript Kouvari et al., 2021 titled "Humans and climate as possible drivers of the morphology and function of the mandible of Suncus etruscus in Corsica" Highlights - Mandible shape changed rapidly over the short period of time (14-19th century AD). - This led to changes in the mechanical potential of the principal masticatory muscle, the temporalis. - The temporalis’s negative correlation with the masseter, as well as their link with the anthropisation index suggest diet shifts linked to human activity - The integration of the body and ramus is not an indicator of environmental changes. Specimen photographs are only available upon request, due to their massive file size. Data folders: - The landmarks_morpho_raw folder contains the raw landmark coordinates of the specimens. These were produced using the "tpsdig2" software (Rohlf, 2010). - The landmarks_morpho_total folder contains the landmark coordinates of the specimens for each fragment type, including specimens for other more complete fragment types. - The size_and_mp folder contains centroid size and mechanical potential data files. - The specimen_info folder contains the specimen information per fragment type (layer, D for right and G for left side mandible, and specimen number). R files have a title describing what they do and they are in the order of execution.
DOI: 10.17632/s9wkdww94w
title: 15-minute measurement datasets from 49 residential apartments in hot and humid climates for hygrothermal building simulation and occupant behavior studies

description: The datasets presented were generated based on long-term measurements in 49 residential apartments in Hanoi as part of the German-Vietnamese joint research project CAMaRSEC. Indoor climate data, including ambient temperature, humidity, pressure, and CO2 concentration, were acquired using wall-mounted data loggers deployed in bedrooms and living rooms. The measurements were conducted at 15-minute intervals over one year. Relevant meteorological data, including outdoor air temperature, humidity, solar radiation, wind speed and direction, and rainfall, were collected at 5-minute intervals during this period through a weather station installed at the Hanoi University of Civil Engineering. In addition to the data acquired directly through the sensors, the datasets include room occupancy and air conditioning operation data derived from indoor climate data. The comprehensive datasets are suitable for hygrothermal building simulations and contribute to the study of occupant behavior.
A total of 49 datasets corresponding to 49 investigated apartments (AP) were generated based on data acquired between June 2020 and June 2021 in Hanoi, Vietnam. The measurements were carried out during the building use phase without interfering with the occupants' daily lives. All investigated apartments have at least one split-type air conditioner and multiple openable windows with ordinary single-pane glass. This hybrid space conditioning approach is also known as mixed-mode ventilation. There are no exterior shading devices, while the interior shading devices are only curtains, which are ineffective in reducing solar heat gain. Even under cold weather conditions, occupants rarely use air conditioners or other devices for space heating. Each dataset contains two sub-datasets representing measurements for the bedroom (BR) and living room (LR), except for datasets 41 and 42, which only have data for the living room.
This work is a part of the CAMaRSEC project, funded by the "CLIENT II – International Partnerships for Sustainable Innovations" funding initiative of the German Ministry of Education and Research (BMBF) under grant number 01LZ1804. It was supported by the Department of Science, Technology and Environment of the Ministry of Construction in Vietnam.
DOI: 10.6084/m9.figshare.19785382.v1
title: Blindness and Visual Impairment and their Causes in India: Results of a Nationally Representative Survey

description: The study was a nationwide RAAB Survey conducted in 31 districts of India. The findings of the survey include the prevalence of blindness and visual impairment and their causes in India. The study also determined the determinants of blindness in India which included age, gender, locality etc.
DOI: 10.6084/m9.figshare.28005227.v1
title: Lindera aggregata genome sequence and annotation

description: The annotation of the genome of Lindera aggregata
DOI: 10.17632/hwjwys3k3b
title: Supplementary appendix for Comprehensive Comparisons of Different Treatments for Active Graves' Orbitopathy: A Systematic Review and Bayesian Model-Based Network Meta-Analysis

description: This is a supplementary appendix for the article "Comprehensive Comparisons of Different Treatments for Active Graves' Orbitopathy: A Systematic Review and Bayesian Model-Based Network Meta-Analysis ". It includes supplementary pictures and data.
DOI: 10.17632/j22dpy8ty2
title: Moral injury and associated mental health symptoms

description: Raw data of moral injury, anxiety, depression, PTSD symptoms, and demographic characteristics (age, gender, experience of genocidal trauma).
The following set of research questions were formulated: 
(RQ1) Are there significant differences in moral injury, PTSD, depression and anxiety symptoms between active-duty soldiers and civilian groups?
(RQ2) Are there gender effects in the two groups in relation to moral injury and associated mental health symptoms? 
(RQ3) Is a family history of genocide associated with moral injury, PTSD, depression and anxiety?_ 
(RQ4) Is moral injury a predictor of PTSD in both groups?
DOI: 10.6084/m9.figshare.14320309.v1
title: Center pivot irrigation management in maize hybrids and the incidence of stalk rot

description: ABSTRACT This study aimed to verify the incidence of Fusarium spp. in commercial maize hybrids and irrigation management strategies utilizing center pivot systems. The experiment was carried out during the second season in a randomized block design with a split-plot arrangement with five maize hybrids (2B810, MG580, AS1633, DKB290, and AG8544). The plots were irrigated with five frequencies (1, 2, 3, 4, and 5 days) in one experiment, and five water depths (at 25, 50, 75, 100, and 125% of crop evapotranspiration) in another experiment. Plant height, ear insertion height, moisture at harvest time, yield, and incidence of stalk rot were evaluated. Neither irrigation frequency nor irrigation depth influenced the incidence of disease. The one-day irrigation frequency provided the highest yield for maize hybrids. Hybrid 2B810 showed the highest yield and the lowest incidence of the disease.
DOI: 10.6084/m9.figshare.22817183.v1
title: Just Dance Filtered Data

description: <em>Dataset containing comments and metadata information for multilabel predictions for different properties of comments.</em> <em>This dataset is a modification of Just Dance @ YouTube dataset curated by the COIMBRA university,</em> <em>For additional details about the dataset, please refer to the original source:</em> <em>https://www.kaggle.com/datasets/renatojmsantos/just-dance-on-youtube.</em> <em>Dataset used under the following license: https://creativecommons.org/licenses/by/4.0/</em> <em>Original publication:</em> <em>R. Santos, J. P. Arrais and P. A. Silva, "Analysing Games for Health through Users' Opinion Mining,"</em> <em>2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), Aveiro, Portugal, 2021, pp. 319-323,</em> <em>doi: 10.1109/CBMS52027.2021.00035.</em>
DOI: 10.6084/m9.figshare.23635812.v1
title: Data for a reference genome for the long-term kleptoplast-retaining sea slug Elysia crispata morphotype clarki

description: Genome assembly and annotation for Elysia crispata and accompanying data from gene expression and comparative genomic analyses
DOI: 10.6084/m9.figshare.24168123.v1
title: Branch coverage raw files in Defects4J

description: Branch coverage raw files in Defects4J.
DOI: 10.6084/m9.figshare.22500445.v1
title: A high-quality chromosomal-level genome assembly of Greater Scaup (Aythya marila)

description: <em>Aythya marila</em> is one of the few species of Anatidae, and the only <em>Aythya</em> to live in the circumpolar. However, there is a relative lack of research on genetics of this species. In this study, we reported and assembled the first high-quality chromosome-level genome assembly of <em>A. marila</em>. This genome was assembled using Nanopore long reads, and errors corrected using Illumina short reads, with a final genome size of 1.14 Gb, scaffold N50 of 85.44 Mb, and contig N50 of 32.46 Mb. 106 contigs were clustered and ordered onto 35 chromosomes based on Hi-C data, covering approximately 98.28% of the genome. BUSCO assessment showed that 97.1% of the highly conserved genes in aves_odb10 were present intact in the genome assembly. In addition, a total of 154.94 Mb of repetitive sequences were identified. 15,953 protein-coding genes were predicted in the genome, and 98.96% of genes were functionally annotated. This genome will be a valuable resource for future genetic diversity and genomics studies of <em>A. marila</em>.
DOI: 10.17605/osf.io/zxtsc
title: Community Asset Mapping: A 20-year systematic review of its development

description: The reviewed studies include diverse communities and stakeholders, such as community members, local leaders, practitioners (e.g., social workers, public health professionals, urban planners), policymakers, and researchers involved in asset mapping activities. Special attention is given to literature representing varied demographic characteristics, including rural and urban populations, diverse socio-economic contexts, marginalized or vulnerable groups, and cross-cultural or international settings, thereby ensuring comprehensive coverage and understanding of how community asset mapping practices have evolved across different contexts and populations. Study designs to be included Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). Eligibility criteria: The initial eligibility criteria for study selection included that the study must be peer-reviewed, written in English, and published between February 2005 through February 2025. This timeframe was selected to gather the most recently published empirical research. Books and edited chapters were excluded. Information sources: Web of Science, Embase, Scopus, EBSCOhost, ProQuest. Search strategy: (Asset Mapping) AND (community* OR participatory OR collaborat*).
DOI: 10.17632/7j7n2r2zcm
title: EEG dataset of children with learning disabilities (LD)

description: When using this resource, kindly cite the original publication:

Sase, T., & Othman, M. (2022). Prediction of ADHD from a Small Dataset Using an Adaptive EEG Theta/Beta Ratio and PCA Feature Extraction. In International Conference on Soft Computing and Data Mining (pp. 101-110). Springer, Cham.


Participants
Participants are 4 children with learning disabilities (LD) (boys and girls, aged 5-8 years).  The LD children were diagnosed by health professionals, and none of -them were under medications.  All of the children are right-handed.  

Hardware and dataset
EEG recordings were performed using 19-channels Brainmarker EEG machine with the sampling rate of 250Hz and Pz as the reference electrode. 

The presented dataset is for the following tasks: 1) eyes closed (1 minute), and 2) watching facial expressions for the emotion fear from the Radboud Faces Database (RafD).  The emotionally related facial expressions may help the children to change his/her feelings.  The experimental protocol was approved by the IIUM Research Ethics Committee No 419 (IREC 419).

The file names have the following format: {participant_id}_{task}.csv
DOI: 10.17632/8mxhzbr3v3
title: Regulation of VKORC1L1 is critical for p53-mediated tumor suppression through vitamin K metabolism

description: Here, we identified vitamin K epoxide reductase complex subunit 1 like 1 (VKORC1L1) as a potent ferroptosis repressor. VKORC1L1 protects cells from ferroptosis by generating the reduced form of vitamin K, a potent radical trapping antioxidant to counteract phospholipid peroxides independent of the canonical GSH/GPX4-mechanism. Notably, we found that VKORC1L1 is also a direct transcriptional target of p53. Activation of p53 induces downregulation of VKORC1L1 expression thus sensitizing cells to ferroptosis for tumor suppression. Interestingly, a small molecular inhibitor of VKORC1L1, warfarin, is widely prescribed as an FDA-approved anticoagulant drug. Moreover, warfarin represses tumor growth through promoting ferroptosis in both immunodeficient and immunocompetent mouse models. Thus, by downregulating VKORC1L1, p53 executes the tumor suppression function through activating a new ferroptosis pathway involved in vitamin K metabolism. Our study also reveals that warfarin is a potential repurposing drug in cancer therapy, particularly for tumors with high levels of VKORC1L1 expression.
DOI: 10.6084/m9.figshare.27173469.v1
title: Microbial community characteristics and underlying drivers along the streams, tributaries, and main stems of the Yangtze River Source Region

description: We collected water samples from 27 sites along the Yangtze River Source Region covering a 1000 km reach. Based on 16S amplicon sequencing, spectral (Excitation-Emission matrix and UV-visible absorption spectra) and physicochemical analyses, we examined the microbial communities as well as their influencing factors along the stream orders.
DOI: 10.6084/m9.figshare.28218218.v1
title: Emojis Usage by HEIs in China

description: With the rise of digital communication, emojis have emerged as a popular and expressive tool for users to convey their thoughts and feelings. Although existing research has offered valuable insights into the interpretation of messages containing emojis, there remains a paucity of linguistic research exploring emoji usage by organizations, especially higher education institutions, on Chinese social media. To address this gap, we gathered posts containing emojis from 10 universities on Sina Weibo, a mainstream Chinese social media platform. We then coded, categorized, and analyzed these emojis according to their speech acts and pragmatic functions.
DOI: 10.6084/m9.figshare.6959171.v1
title: TC TN TOC 13C

description: TC TN TOC 13C pH iron oxides
DOI: 10.17632/4rws4ts48y
title: Data for: A Systematic Literature Review of Supply Chain Decision Making supported by the Internet of Things and Big Data Analytics

description: Data extraction forms for the IoT, BDA, and SCM research disciplines, plus a fourth category to gain insight into the supply chain performances enabled by the IoT’s analytical capabilities within SCM and logistics operations. The filled-in data extraction forms for all four categories are also added to the main manuscript (see appendix C up to and including appendix F).
DOI: 10.17632/t58z289tpc
title: BTE-Barna: An extension of almaBTE for thermal simulation of devices based on 2D materials

description: We present BTE-Barna (Boltzmann Transport Equation - Beyond the RTA for NAnosystems), a software package that extends the Monte Carlo (MC) module of the almaBTE solver of the Peierls-Boltzmann transport equation for phonons (PBTE) to work with nanosystems based on 2D materials with complex geometries. To properly capture how the phonon occupations evolve in momentum space as a result of scattering, we have supplemented the relaxation-time approximation with an implementation of the propagator for the full linearized version of the PBTE. The code can now find solutions for finite and extended devices under the effect of a thermal gradient, with isothermal reservoirs or with an arbitrary initial temperature distribution in space and time, writing out the temperature and heat flux distributions as well as their spectral decompositions. Besides the full deviational MC solver, a number of useful approximations for highly symmetric devices are also included.
DOI: 10.6084/m9.figshare.15021420.v1
title: Supplementary Material for: Carbohydrates to Prevent and Treat Obesity in a Murine Model of Diet-Induced Obesity

description: <b><i>Introduction:</i></b> The biggest risk factor for obesity and its associated comorbidities is a Western diet. This Western diet induces adipose tissue (AT) inflammation, which causes an AT dysfunction. Since AT is a vital endocrine organ, its dysfunction damages other organs, thus inducing a state of chronic inflammation and causing various comorbidities. Even though it is evident a Western diet, high in fat and carbohydrates, induces obesity and its complications, it is not known yet which macronutrient plays the most important role. Therefore, the aim of this study was to investigate the effect of macronutrient composition on obesity and to reverse the Western diet-induced metabolic risk via caloric restriction (CR) or a change of diet composition. <b><i>Materials and Methods:</i></b> Male, C57BL/6JRj mice were fed with a diet high in fat, sucrose, fructose, sucrose and fructose, starch, a Western diet, or a control diet for 15 weeks. To assess reversibility of the metabolic risk, mice were first made obese via 15 weeks of WD and then put on either a CR or switched to a sucrose-rich diet. <b><i>Results:</i></b> A sucrose-rich and high-starch diet induced less obesity and a better metabolic profile than a Western diet, evidenced by less hepatic steatosis, lower plasma cholesterol, and less insulin resistance. Furthermore, these diets induced less intra-abdominal AT inflammation than a Western diet, since mRNA levels of pro-inflammatory markers were lower and there was less macrophage infiltration. Expression of tight junction markers in colon tissue was higher in the sucrose-rich and high-starch group than the Western group, indicating a better intestinal integrity upon sucrose-rich and high-starch feeding. Additionally, CR induced weight loss and decreased both metabolic abnormalities and AT inflammation, regardless of macronutrient composition. However, effects were more pronounced upon CR with sucrose-rich or high-starch diet. Even without CR, switching obese mice to a sucrose-rich diet induced weight loss and decreased AT inflammation and metabolic aberrations. <b><i>Discussion:</i></b> A diet high in sucrose or starch induces less obesity and obesity-associated complications. Moreover, switching obese mice to a sucrose-rich diet elicits weight loss and decreases obesity-induced metabolic complications, highlighting the potential of carbohydrates to treat obesity.
DOI: 10.6084/m9.figshare.16746610.v1
title: samples.pkl

description: samples to train machine learning model<br>
DOI: 10.11583/dtu.19727239.v1
title: Solar PV generation time series (PECD 2021 update)

description: This data (csv file) provides simulated hourly time series of solar PV generation for the regions shown in the attached map. The best 50 % of locations (in terms of mean irradiance) within each region are simulated, with south-facing installations and tilt angles approximately representing existing installations. A generic PV module and inverter are assumed. The meteorological data are from ERA5-Land and pvlib is used for the transformation to power generation (see references below). The map shows the resulting capacity factors (annual mean). The time stamps are in GMT; the variable (column) names relate to the region names shown in the maps. The data include also country-level aggregations, e.g., UK00 is the aggregated solar PV generation of all the UK regions (weighted by regional installed capacities). The data are part of the variable renewable energy generation time series created for ENTSO-E in the 2021 update of the Pan-European Climate Database (PECD) dataset. ENTSO-E has used the data in ERAA 2021 and Winter Outlook 2021-2022 assessments, and they are used in TYNDP 2022. The simulations are carried out by DTU Wind Energy, with the future technology selection and data validation discussed and agreed with ENTSO-E and its members. This item is part of a larger collection of wind and solar data: https://doi.org/10.11583/DTU.c.5939581
DOI: 10.17632/wg4bpm33hj
title: CCAgT: Images of Cervical Cells with AgNOR Stain Technique

description: Contains 9339 images with resolution of 1600×1200 where each pixel is 0.111µmX0.111µm from 15 different slides stained with AgNOR technique, having at least one label per image. Have more than sixty-three thousand annotations. The images from patients of Gynecology and Colonoscopy Outpatient Clinic of the Polydoro Ernani de São Thiago University Hospital of the Universidade Federal de Santa Catarina (HU-UFSC). This research was approved by the UFSC Research Ethics Committee (CEPSH), protocol number 57423616.3.0000.0121. First, all patients involved were informed about the objectives of the study, and those who agreed to participate signed an informed consent form.
DOI: 10.6084/m9.figshare.12459806.v1
title: Dataset #3 BRCA Complete

description: Dataset #3 BRCA Complete Gold Standard Datasets