cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kxmhbj7dk5
title: Dataset for CONCRETE CRACKING AND DEFLECTION ANALYSIS OF RC BEAMS STRENGTHENED WITH PRESTRESSED FRP REINFORCEMENTS UNDER EXTERNAL LOAD ACTION

description: Current dataset provides experimental research and calculation data of crack widths for the manuscript CONCRETE CRACKING AND DEFLECTION ANALYSIS OF RC BEAMS STRENGTHENED WITH PRESTRESSED FRP REINFORCEMENTS UNDER EXTERNAL LOAD ACTION. It was found that bond behavior of the beams strengthened with initial moment and without it is not the same and the partial rigidity of the concrete-FRP joint should be taken into account for a prediction of element deformations.
DOI: 10.6084/m9.figshare.18031070.v1
title: Jumbo_phage_bins_nucleotide

description: Nucleotide sequences of the jumbo phage bins generated by Weinheimer and Aylward.
DOI: 10.6084/m9.figshare.20017501.v1
title: Performance prediction of endurance runners through laboratory and track tests

description: The objectives of this study were: 1) determine and compare physiological indexes from laboratory and track tests (Université de Montréal Track Test - UMTT) in endurance runners; 2) analyze the predictive capacity of VO2max, vVO2max and AT with the running performance at 1,500 m, 5,000 m and 10,000 m time trials; 3) analyze the effects of running distance on the relationship between the physiological indexes with aerobic performance. The study included 10 moderately trained endurance runners who performed the following series of tests on different days: 10,000 m, 5,000 m, and 1,500 m time trials on a 400 m track; two maximal incremental tests (laboratory and track) to determine the VO2max, vVO2max, and AT. There were no significant differences between VO2max, vVO2max and AT determined in both protocols. The multiple regression analysis revealed that vVO2max was the only index from laboratory associated with running performance at 1,500 and 5,000 m (62 and 35%, respectively). In addition, vVO2max from UMTT explained the running performance for the same previous distance (78 and 66%, respectively). On the other hand, the AT determined in both incremental tests explained 38 and 52% of performance at 10,000 m time trial, respectively. Thus, the prediction of endurance performance of long distance runners using VO2max, vVO2max and AT determined in the laboratory and UMTT tests depends on the running distance.
DOI: 10.6084/m9.figshare.26892973.v1
title: <b>Identification of </b><b>the </b><b>hypoxia-related prognostic gene PGF in promoting lung adenocarcinoma progression </b><b>via</b><b> single-cell and bulk RNA transcriptome sequencing</b>

description: Lung adenocarcinoma (LUAD) is one of the most prevalent types of lung cancer and is characterized by high morbidity and mortality. Hypoxia is considered a common and prominent characteristic of LUAD, interacting with various cellular processes to promote tumor proliferation and metastasis. However, how tumors adapt to the hypoxic TME and the mechanisms underlying hypoxia-induced immune tolerance in cancer remain unclear. Therefore, gaining a comprehensive understanding of hypoxia in LUAD is essential for enhancing our understanding of its influence on tumorigenesis and treatment.
DOI: 10.6084/m9.figshare.27964989.v1
title: Plosone 论文《东北某小流域黑土层厚度预测及土壤侵蚀风险评估

description: 东北某小流域黑土层厚度预测及土壤侵蚀风险评估
DOI: 10.17632/8rvkx2gkf3
title: Supplemental Material

description: This supplemental material provides information on the demographics of psoriasis and control patients as well as detailed methods on the controlled case analysis performed on psoriasis and autoimmune comorbidities using the All of Us database. Our hypothesis predicted that psoriasis patients would have an increased prevalence of autoimmune diseases compared to control patients. This data was gathered from All of Us to carefully match controls to the demographics of psoriasis patients among factors such as age, sex, race, ethnicity, and smoking status, as reflected in the Supplemental Table. The supplemental material from the Supplemental Methods document also highlights the clear steps on the methodology behind this process, which included a carefully matched case control study to determine whether there is a strong association between psoriasis and autoimmune diseases. The prevalence of these comorbidities among psoriasis patients was detected using data gathered from the All of Us database.
DOI: 10.17632/vtgwj7th4w
title: Yuan et al. (2024)

description: Supporting Information S1 includes Tables S1–S3. The data files include major and trace elemental and Sr-Nd-Pb-Hf isotope and K-Ar dating data and parameter of modeling calculations for the lavas from the Yap subduction system.
DOI: 10.17633/rd.brunel.16904581.v1
title: Indoor air quality data in a residential kitchen

description: This dataset underpins analysis presented in the paper The Indoor Air Quality in a Shared Students Kitchen: Pre and Post refurbishment Measurements | Zenodo
DOI: 10.6084/m9.figshare.21009787.v1
title: original signal

description: The data is the audio signal of motor operation in the production line of motor assembly collected on site, and the data format is WAV.
DOI: 10.6084/m9.figshare.23512479.v3
title: <strong>Supporting data for Magnetic reconnection in the Martian magnetotail: occurrence rate and impact on ion loss </strong>

description: The data files contain the parameters plotted in the Figures of Magnetic reconnection in the Martian magnetotail: occurrence rate and impact on ion loss.
DOI: 10.6084/m9.figshare.25771164.v1
title: MHP (Anxiety, Stress, Depression) Dataset of University Students

description: Research in assessing the Mental Health Problems (MHPs), e.g., stress, anxiety, and depression of university students has had much interest worldwide for the last decade. This article provides a large and comprehensive dataset concerning the MHPs of 2028 students from 15 top-ranked universities in Bangladesh, including 9 government/public universities and 6 private universities. To collect the data, the GAD-7 (for Anxiety), PSS-10 (for Stress), and PHQ-9 (for Depression) models are adopted to reflect equivalent academic perspectives. Additionally, student sociodemographic data are collected. The adoption of these three models are done by a team of five professors and a student psychologist to best capture the academic and socio-demographic factors that influence MHPs among university students. To conduct the survey, a google form is developed and circulated among the 15 faculty representatives from the participating universities who further circulated and conducted the survey with the students. Collected data is evaluated to ensure the sufficiency of sample size, and internal consistency and reliability of the response. Furthermore, the levels of anxiety, stress, and depression are calculated using the data to demonstrate its' applicability. This dataset can be used to measure the trajectory of students’ the mental and psychosocial stressors, to adopt required mental health and counselling services, and to conduct data intensive Machine Learning (ML) model development to predictive MPH assessment.
DOI: 10.17632/xb4tykn5gd
title: Ultra-Low-Cost Insulin Pump V2

description: Code files, CAD files and Altium files for the Ultra-low-cost insulin pump V2 presented in a HardwareX paper, containing full assembly instructions. Also included is a BOM for the device.
DOI: 10.17632/zd4yrcczkj
title: Code for: Electrochemical Characterization Tools for Lithium-ion Batteries

description: The MATLAB codes developed to extract lithium-ion battery performance and health metrics from diagnostic tests. The MATLAB codes replicate the results shown in the journal paper: "Electrochemical Characterization Tools for Lithium-ion Batteries" by Sara Ha, Gabriele Pozzato, and Simona Onori [1]. The diagnostic tests considered are the capacity test, high pulse power characterization (HPPC) test, and electrochemical impedance spectroscopy (EIS). The diagnostic tests used in our codes come from a publicly available battery aging dataset [2] that was generated from INR21700-M50T cylindrical cells with NMC811 cathode and graphite-silicon anode. The cells were subjected to a constant current (CC)-constant voltage (CV) charging protocol and urban dynamometer driving schedule (UDDS) discharge driving profile to replicate electric vehicle driving scenarios. To view the original dataset: https://osf.io/qsabn/?view_only=2a03b6c78ef14922a3e244f3d549de78 References: [1] S. Ha, G. Pozzato, and S. Onori, “Electrochemical Characterization Tools for Lithium-ion Batteries,” Journal of Solid State Electrochemistry, 2023. Accepted. [2] G. Pozzato, A. Allam, and S. Onori, “Lithium-ion battery aging dataset based on electric vehicle real-driving profiles,” Data in Brief, vol. 41, p. 107995, Apr. 2022, doi: 10.1016/j.dib.2022.107995.
DOI: 10.6084/m9.figshare.23605224.v1
title: Social Media 2023 (Full data set)

description: Data from college students on the U.S./Mexico border assessing social media use patterns in relation to risk and protective factors.
DOI: 10.6084/m9.figshare.28836899.v1
title: China's Climate Policy Inventory updated.docx

description: This dataset includes all updated climate policies that China issued as of 2021 for its carbon neutrality targets.
DOI: 10.6084/m9.figshare.5388088.v1
title: Supplementary Material for: The Association of Combined Total Kidney and Liver Volume with Pain and Gastrointestinal Symptoms in Patients with Later Stage Autosomal Dominant Polycystic Kidney Disease

description: <strong><em>Background:</em></strong> There is an ongoing debate if and how kidney and liver volume are associated with pain and gastrointestinal (GI) symptoms in autosomal dominant polycystic kidney disease (ADPKD) patients. Since both kidney and liver volume could interact, we investigated whether combined total kidney and liver volume had stronger associations with ADPKD-related pain and GI symptoms than the volumes of the organs separately. <b><i>Methods:</i></b> We used baseline data from the DIPAK-1 study, which included ADPKD patients with an estimated glomerular filtration rate (eGFR) between 30 and 60 mL/min/1.73 m<sup>2</sup>. MR imaging was performed to measure height-adjusted total kidney volume (hTKV), height-adjusted total liver volume (hTLV) and the combination of both (height-adjusted total kidney liver volume [hTKLV]). <b><i>Results:</i></b> Three hundred nine ADPKD patients were included with a mean age of 48 ± 7 years, 53% female, eGFR 50 ± 11 mL/min/1.73 m<sup>2</sup> and median hTKV, hTLV and hTKLV of 1,095 (758-1,669), 1,173 (994-1,523) and 2,496 (1,972-3,352) mL/m, respectively. ADPKD-related pain and GI symptoms were present in, respectively, 27.5 and 61.2% of patients. Gender was no effect modifier in the association between kidney and/or liver volume, and symptom burden, indicating that all models could be tested in the overall study population. hTKLV and hTLV were significantly associated with pain and GI symptoms, whereas hTKV was not. Model testing revealed that the associations of pain and GI symptoms with hTKLV were significantly stronger than with hTKV (<i>p</i> = 0.04 and <i>p</i> = 0.04, respectively) but not when compared to hTLV (<i>p</i> = 0.2 and <i>p</i> = 0.5, respectively). <b><i>Conclusions:</i></b> This study indicates that combined kidney and liver volume was associated with the presence and severity of pain and GI symptoms in ADPKD, with a more prominent role for hTLV than for hTKV.
DOI: 10.17632/p6fpbk4bhm
title: Eko Electricity Distribution Company (EKEDC) 500 kVA distribution transformer THD measurements

description: Eko Electricity Distribution Company (EKEDC) serves as a prominent electricity provider for residential, commercial, and industrial customers across Nigeria. Beyond delivering electricity, EKEDC offers an array of essential services, including fault tracking, bill history access, maintenance, new equipment installation, and various value-added offerings. This study focuses on two EKEDC distribution transformers, each having a 500 kVA capacity, a voltage ratio of 33/0.415 kV, and an 80% load capacity. The investigation into total harmonic distortion (THD) within these transformers employed the Fluke 435 experiment. Within the dataset, five tables (Tables 1–5) present key metrics: voltage harmonics, current harmonics, phase-neutral voltage, phase-phase voltage, and current per phase. Over the course of a 60-minute (one-hour) duration, the THD voltage exhibited consistent fluctuations, ranging from 0.63 V to 1.04 V across all three phases. Concurrently, the THD voltage from the neutral to ground displayed a range of 59.48 V to 70.61 V. For THD current, minute-by-minute measurements during the same one-hour duration revealed distinct ranges for each of the three phases and the neutral line. Specifically, these ranges encompassed 12.82 A to 16.68 A for line L1, 5.3 A to 6.31 A for line L2, 8.53 A to 10.05 A for line L3, and 12.89 A to 16.76 A for neutral line N, respectively.
DOI: 10.6084/m9.figshare.22691383.v2
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.6084/m9.figshare.24124863.v1
title: Effect of variable light on plant and algae growth - Master database

description: Master database containing all information recorded about each effect size and study within the database.For more information, please see the explanation tab within the file.
DOI: 10.6084/m9.figshare.26736688.v1
title: Code and Dataset for “<b>The biophysical and crop yield effects of irrigation and their changes in China’s drylands</b>”

description: Shuangshuang Zi, Beijing Normal Universityshuangshuangzi@mail.bnu.edu.cncode.zip represents the important processing code used to reproduce the results of this study and all the drawing code in the body. data.zip contains the raw data and all the result data of the study. Please check the readme file for detailed description of the code and data.References:Zi, S., Li, Y., Zhang, J., Hou, C., Lin, H., Xu, Z., Sang, S., Dong, J., Fu, B., 2025. The biophysical and crop yield effects of irrigation and their changes in China’s drylands. Agric. Water Manag. 313, 109471. https://doi.org/10.1016/j.agwat.2025.109471<br><br>
DOI: 10.17632/4rxj5g76z8
title: Live-Cell Imaging of Pol II and Elongation Factors Distinguish Competing Mechanisms of Transcription Regulation. 1. Versluis et al.

description: Uploaded here:
Images used for figures and the spreadsheets of image analysis for each figure and the corresponding graphs and fits. 
Western Blot and in-gel fluorescence assays images
Plasmid Sequences for CRISPR-HDR Plasmids
DOI: 10.6084/m9.figshare.20419170.v1
title: R-Script_GESE29044_STAGE 1

description: R-script
DOI: 10.6084/m9.figshare.27596856.v1
title: Posterior samples of WGD dates for 132 independent WGD events in angiosperms

description: Here is the repository for the posterior samples of WGD dates for 132 independent WGD events involved in our manuscript.In total 132 compressed files are deposited, each compressed file contains the txt-format file of the posterior samples of WGD dates from different species for each independent WGD event, together with an associated pdf-format file showing the posterior distribution of WGD dates for each species. The compressed file name represents the WGD ID used in our manuscript. For instance, the compressed file "ABEL.gz" contains the WGD date data for the WGD event named "ABEL" in our manuscript, in which the "Abelmoschus_esculentus_date.txt" file documents the posterior samples of WGD dates from the species <i>Abelmoschus esculentus</i> for this "ABEL" WGD event and the "Abelmoschus_esculentus.pdf" file plots the posterior distribution of WGD dates for the species <i>Abelmoschus esculentus</i>. For WGD events with dating results from more than one species, for instance the compressed file "ACPT.gz" contains two more files "All_dates.txt" documenting the posterior samples of WGD dates for all species and "ACPT.pdf" plotting the posterior distribution of WGD dates for all species, in addition to the common files including the posterior samples of WGD dates for each species and the associated pdf-format file showing its posterior distribution. The statistics including the 90% Highest Posterior Density (HPD), posterior mean, median, mode for the WGD age of each species, and the 90% Highest Convergence Region (HCR; measured as the intersection of the 90% HPD of the WGD date estimates from each species), peak (measured as the mean of the modes of the WGD date estimates from each species), mean (measured as the overall mean of all WGD date estimates for a WGD event) for WGD events with dating results from more than one species, are all documented in the pdf-format files showing the posterior distribution of WGD dates.
DOI: 10.6084/m9.figshare.28916174.v1
title: Data for :Feedback and Guiding Questions as Tools for Reflective Writing: A Comparative Study of Undergraduate Medical Students in India.

description: This study attempts to compare the effectiveness of two interventions—structured guiding questions and individualized feedback for enhancing reflective writing skills among undergraduate medical students in India.
DOI: 10.6084/m9.figshare.9947399.v1
title: H&E lookup table

description: H&E lookup table
DOI: 10.17632/8wsmdnsrmp
title: THE ROLE OF EXTERNAL SHOCKS TO MACROECONOMIC FLUCTUATIONS Of EMERGING ECONOMIES: EXPLORING THE EXPORT COMMODITY PRICE CHANNEL

description: This dataset can be used to priduce the main results of the paper entitled: THE ROLE OF EXTERNAL SHOCKS TO MACROECONOMIC FLUCTUATIONS Of EMERGING ECONOMIES: EXPLORING THE EXPORT COMMODITY PRICE CHANNEL. The dataset is composed key macroeconomic variables to four African economies namely Ethiopia, Morocco, Nigeria and South AFrica as well as slected macroeconomic indicators of European Union economy. Based on the dataset, a BVAR is estinmated for each of the four African economies and the results highlighted the importance of export commodity price shocks to understand transmission of excternal shocks to emerging economies. A detailed description of data source and transformation of variables can be found in the Appendix section of the paper.
DOI: 10.17632/wh3h75bx6y
title: Supplementary Material for: Simulation of the Behavior of Biologically-Inspired Swarm Robots for the Autonomous Inspection of Buried Pipes

description: This supplementary material is associated with the paper "Simulation of the Behavior of Biologically-Inspired Swarm Robots for the Autonomous Inspection of Buried Pipes" by C.Parrott et al. It includes videos of the simulator used to generate the data used in this paper, the data itself, and the Matlab code for performing the analysis and creating Figures 5 - 8.
DOI: 10.6084/m9.figshare.16547853.v1
title: Prentice et al., Figure Files

description: Figure files for Prentice et al., A hormone complex of FABP4 and nucleoside kinases regulates islet function. Nature, 2021<b></b>
DOI: 10.6084/m9.figshare.26854150.v1
title: Mobile Payment Data

description: This study explores the determinants of mobile payment adoption, including performance expectancy, effort expectancy, perceived risk, and social influence, and examines how extraversion and neuroticism moderate these factors.
DOI: 10.17632/gf5c94fk4y
title: Groundwater chemistry for East Anglia Chalk

description: The data were collected as part of programme to manage Chalk groundwater resources in a sustainable way. The data are mainly the results from pumped samples of open boreholes used for public, industrial and private supply, collected over a timespan of 40 years, and cover ~900 sites. Measured results are ‘major ions’ + Sr and F and the equilibrium PCO2 value has been computed. The results comprise both fresh and brackish water. 
The fresh waters have been classified on the basis of a subset of the analytical data, and these classes have been assigned to larger groups that are chemically and geologically coherent. Nitrate-containing waters have evolved under closed system conditions where the Chalk crops out or is covered by sands, and under open-system conditions where the cover is the Lowestoft Till Formation (Group A). Nitrate depleted waters may also have been recharged under open or closed-system conditions (Group B). Nitrate reduction may be ongoing. Some low-nitrate waters show the effects of pyrite oxidation in the Lowestoft Formation, and some show the results of ion exchange in the overlying Thanet Formation.
Sr and F-enriched brackish waters have been identified as resulting from a marine incursion at c. 2Ma, depositing the Crag Group sands (Group C). There are also effects from historic saline intrusion from the North Sea (Group D).
The distribution of chemical groups is considered to be consistent with the distribution of recharge to the Chalk aquifer used by the current calibrated groundwater model used for water resource management.
Updated 24 April 2025
DOI: 10.6084/m9.figshare.28856843.v1
title: Supplementary_COREQ checklist.pdf

description: <b>Supplementary for Manuscript titled "</b>Mental health literacy and practices among perinatal healthcare professionals in the United Arab Emirates: A qualitative study". it contains a filled COREQ (COnsolidated criteria for REporting Qualitative research) Checklist
DOI: 10.17632/5mtdt8rht3
title: UTI IN RURAL NIGERIAN ADOLESCENTS

description: This is a data set for research on urinary tract infection among adolecents in rural, south east, Nigeria
DOI: 10.6084/m9.figshare.4551517.v3
title: Working Memory Trial Data

description: This database contains cognitive testing data from healthy young adults (aged 18-40) who participated in a randomized trial of online working memory training compared to both active and passive control groups. All participants are English speaking, and data were collected at the University of Calgary, Calgary, Alberta, Canada, between 2015 and 2016. <br>Participants were recruited via printed advertisements distributed throughout the community. Study involvement included completing cognitive tests of general intelligence, fluid intelligence, and working memory both before and after approximately 6 weeks of online working memory training, processing speed training (active control condition), or no contact with experimenters. Participants also completed several questionnaires regarding demographic and psychological variables. Functional and structural neuroimaging data was also collected before and after the training period for those assigned to the working memory training group and the processing speed active control group. Of the 107 participants that consented to participate, a total of 76 were included in the final analyses. <br>The University of Calgary Conjoint Faculties Research Ethics Board approved this study, and all participants provided written informed consent.
DOI: 10.6084/m9.figshare.7066766.v1
title: Specific root length

description: Specific root length was defined as total root length divided by fresh root
mass.
DOI: 10.6084/m9.figshare.26543653.v3
title: Structure, thermodynamics, and viscosity of MgSiO<sub>3</sub> liquid in super-Earths and sub-Neptunes

description: Data used in the figures and examples of outputs from molecular dynamics simulations