cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gd2c72vfrh
title: Data for: A new analysis approach based on Haralick texture features for the characterization of microstructure on the example of low-alloy steels

description: Microstructural images of various steel microstructures (M1,2,3: martensite, P1,2: pearlite, LB: lower bainite) Square images (256px,128px,64px,32px). Complete objects and their binary masks (have been logically added to conduct the image texture analysis). image scales are 27.9nm/px for all images EXCEPT the low-resolution square images (128px=&gt;55.8nm/px; 64px=&gt;111.6nm/px; 32px=&gt;223.2nm/px)
DOI: 10.17632/mrk998jt9j
title: Data for: Life Cycle Assessment of Natural vs Conventional Building Materials: A Case Study on Cob Earthen Construction

description: Research Data File: Cradle to Site Life Cycle Assessment (LCA) of Natural vs Conventional Building Materials, A Case Study on Cob Earthen Material
DOI: 10.17632/nk8k7b998x
title: The inter-municipal educational migration in Russia

description: The database was formed based on the results of a study aimed at regionalizing the Russia territory in terms of attraction to higher education centers based on the digital data using. The source of non–personalized data is 3.656 million user profiles of the VKontakte social network. This research was supported by a grant from the Russian Science Foundation No. 22-28-00766, https://rscf.ru/project/22-28-00766/
DOI: 10.6084/m9.figshare.20506506.v1
title: UW Indoor Scenes (UW-IS) Occluded Dataset

description: UW Indoor Scenes (UW-IS) Occluded dataset is curated using commodity hardware (Intel RealSense D435) to reflect real world robotics scenarios. It consists of two completely different indoor environments. The first environment is a lounge where the objects are placed on a tabletop. The second environment is a mock warehouse setup where the objects are placed on a shelf. For each of these environments, we have RGB-D images from 36 videos comprising five to seven objects each, taken from distances up to approximately 2m. The videos cover two different lighting conditions, three different levels of object separation for three different object categories (i.e., kitchen objects, food items, and tools/miscellaneous). The first level of object separation is such that there is no object occlusion. The second level of object separation is such that some occlusion occurs, while the third level is where the objects are placed extremely close together. Overall, the dataset considers 20 object classes and consists of 8,456 images, which have a total of 42,902 object instances. We also provide instance segmentation masks and 6D pose annotations for all the images generated using LabelFusion (Marion et al., 2018)
DOI: 10.6084/m9.figshare.24637428.v1
title: Degraded Artefact Image Data Set

description: The data set consists of 334 images of 1920x1080 pixels extracted from a video file of an artefact from the Restoration and Conservation Laboratory, Oltenia Museum, Craiova, Romania. The ones where the broken part is visible have associatated masks to cover the missing parts. The images can be used for image inpainting, as well as for 3D modelling. The video file included resulted from an approach that is presented in the article below, which is submitted for publication in Journal of Cultural Heritage.Ruxandra Stoean, Nebojsa Bacanin, Catalin Stoean, Leonard Ionescu, Bridging the Past and Present: AI-Driven 3D Restoration of Degraded Artefacts for Museum Digital Display, submitted to Journal of Cultural Heritage.If you publish material based on the current database, please refer the paper above within the References.The study took part within the project Object PErception and Reconstruction with deep neural Architectures (OPERA) https://sites.google.com/view/pce-opera/.
DOI: 10.6084/m9.figshare.6969863.v1
title: Detailed data of serum proteins(High-flux HD versus Low-flux HD)..xlsx

description: 目的：本研究旨在使用蛋白质组学方法研究血清蛋白的变化高通量和低通量血液透析（HD）后的水平。方法：在HD前后，从两名选择的患者中获取血清样本用Polyflux 140H高通量透析器和Polyflux 14 L低通量透析器治疗两个连续Q5治疗会议。液相色谱 - 串联质谱（LC-MS / MS）进行了鉴定蛋白质。结果：高通量和低通量HD后共鉴定出212和203种血清蛋白，分别。高通量HD后，21种蛋白质增加，132种蛋白质减少。低通量后HD，87种蛋白质增加，45种蛋白质减少。高通量HD导致显着增加蛋白质水平比低通量HD降低（0.73±0.13 vs. 0.84±0.18，p = 0.00）。之间蛋白质增加和减少，等电点（pI）值主要在5到7之间，并且分子量（Mws）大多小于30kDa。血清蛋白显示对于高通量和低通量HD，pI或Mw没有差异。基因本体论（GO）分析表明检测到的蛋白质与免疫系统过程和补体激活有关。结论：高通量和低通量HD后血清蛋白水平差异有所改变。长期在未来的研究中应该观察到效果。
DOI: 10.6084/m9.figshare.8796119.v7
title: Supplementary Information for the paper "Individual behavioral type captured by a Bayesian model comparison of cap making by sponge crabs"

description: The code as an output html from a Rmarkdown, the data as a csv file are included.
DOI: 10.1594/pangaea.866194
title: Underway physical oceanography and carbon dioxide measurements during Thomas G. Thompson cruise 325019930515

description: Cruise QC flag: D (see further details). The Fair Data Use Statement for SOCAT can be found at hdl:10013/epic.48576.d001
DOI: 10.17632/98m2db62tk
title: U-Pb Isotopic Ratios and Ages
DOI: 10.17632/cbb825g3r7
title: PETROLEUM SUBSIDY AND ITS IMPACT ON TAX REVENUE VOLATILITY

description: The data was used to investigate the relationship between PMS Subsidy and Tax Revenue Volatility. The following is the abstract from the work:: Energy pricing did not only have an implication on the indigent but on the national government as well. Petroleum subsidy tolerance impacts the government revenue of certainty but the extent of its impact needs to be determined. Therefore, it becomes imperative to assess the contribution of the petroleum subsidy on tax volatility. Data were sourced from the NNPC Annual Statistical Bulletin (ASB) for the year 1997, 2005, 2008 and 2016; Central Bank of Nigeria (CBN) Statistical Bulletin and Statement of Accounts and Annual Reports. An exploratory analysis was conducted on extracted data to generate other variables of interest such as subsidy on premium motor spirit, tax revenue volatility before proceeding to Lease Squares analyses. ARCH and GARCH models were applied to ascertain the volatility of tax revenue. Petroleum subsidy positively impacts tax revenue volatility; the impact was minimal but statistically significant at 1 per cent significance level. Exchange rate increased the tax revenue volatility by 5.10 point in the long-run, likewise gross domestic savings by 0.4 point in the long-run and both estimates were statistically significant at 1 per cent respectively. Both government expenditure and gross fixed capital formation reduced the tax revenue volatility at 0.05 and 0.03 point respectively and the estimates were statistically significant at 10 per cent and 1 per cent. The ECM showed that any deviation in the estimates would be restored within a year and this is statistically significant at 1 per cent. It was therefore recommended that the government should do more to manage and maintain appropriate exchange rate policy and keep up improving on its expenditure towards capital formation and investment in order to manage tax revenue volatility.
DOI: 10.6084/m9.figshare.29163410.v1
title: Disc_Hub

description: This dataset is created for Disc-Hub, a software package for evaluating machine learning performance.
DOI: 10.17632/j49bgj7nmn
title: Semi-structured interviews

description: Notes from interviews with employees of data safe havens and similar services providing UK data to researchers.
DOI: 10.6084/m9.figshare.17707982.v1
title: Green space accessibility

description: 绿地可达性<br>
DOI: 10.17632/cgyb8tv7n7
title: Differential conformational dynamics in two type-A RNA-binding domains drive the double-stranded RNA recognition and binding

description: Elife_RawData contains all the raw data use to generate figures for the corresponding manuscript published as the Version of Record in the journal eLife (please refer to the manuscript for more details on the work). All the data has been arranged as per figures. There are readme files to help understand, if there are more than one raw data files for a particular figure.
DOI: 10.6084/m9.figshare.28012562.v1
title: 2024-12-12-domestic - high seasonal pattern-SeasonalMeans.csv

description: Results for NZ locations categorised as having strong, significant differences in incoming vessel total wetted surface area between seasons, from domestic source locations.
DOI: 10.6084/m9.figshare.3793188.v1
title: French and English Version of the Reality-Known Nonverbal False Belief Task

description: The material provided here consists of ONE of TWO tasks that need to be jointly administrated (see Figshare collection to download the other complementing task). <br>Please note that the “reality-unknown” task has to be presented BEFORE the “reality-known” task in order to provide reliable diagnostic information. The task is presented in the following article:<br>Biervoye, A., Meert, G., Apperly, I.A., & Samson, D. (under review). Assessing the integrity of the cognitive processes involved in belief reasoning by means of two nonverbal tasks: rationale, normalization and illustration with brain-damaged patients.<br>The video files are the same for the French and English versions of the task only the scoring sheet and powerpoint files differ across the French and English version.<br>Please read carefully the README file.
DOI: 10.17632/bbtyhpw7s4
title: Adult Medulloblastoma_ActaNeuropathologica_2021

description: .idat files for Coltin et al, Acta Neuropathologica 2021
DOI: 10.17632/hd2x9vzhfn
title: Pakistan's Energy Sector Planning using modified DECO2 software: Supplementary Information

description: 
These datasets are generated using a modified version of the DECO2 software and contain detailed optimization results for Pakistan's power sector, which includes 208 power plants, over the planning period of 2021-2040. The '1 - Min_Emission_CT_OFF.xlsx' file provides the optimized results for emissions minimization without carbon trading, while the '2 - Min_Emission_CT_ON_Direct_Optimization.xlsx' file contains the results for emissions minimization with carbon trading. Similarly, the '1 - Min_Budget_CT_OFF.xlsx' file lists the optimized results for budget minimization without carbon trading, while the '2 - Min_Budget_CT_ON_Indirect_Optimization.xlsx' file contains the results for budget minimization with carbon trading. File '5 - Data used in Manuscript for Pakistan's Case Study.zip' contains the complete input data for all the optimization problems.
DOI: 10.6084/m9.figshare.14837424.v1
title: Supplementary Material for: Quality of Life Assessment in Older Adults with Dementia: A Systematic Review

description: <b><i>Introduction:</i></b> In the absence of a cure, dementia is often managed by minimizing risk factors contributing to quality of life (QOL). Attitudes to dementia in older adults may differ from those in relatively younger adults. The aim was to conduct a systematic review of the literature to determine how QOL was assessed in adults, 65 years and older with dementia, and identify factors that influence the reported scores. <b><i>Methods:</i></b> A systematic review of full-text articles addressing QOL in older adults with dementia, published in English from January 1995 to September 2020, was conducted using PubMed and PsycINFO. We included studies that assessed QOL and involved participants 65 years and older. Studies were evaluated for inclusion by 2 independent pairs of reviewers. We assessed the quality of the studies using the Joanna Briggs Institute’s Critical Appraisal Checklist. Study characteristics and findings were summarized. Analysis was by narrative synthesis. We identified social and clinical factors influencing QOL scores. <b><i>Results:</i></b> Of the 1,010 articles identified, 19 met the inclusion criteria. These 19 studies involved 6,279 persons with dementia, with sample sizes from 32 to 1,366. Mean age of participants ranged from 77.1 to 86.6 years. Five measurement tools were identified; Quality of Life in Alzheimer Disease (QOL-AD), Alzheimer Disease-Related Quality of Life (ADRQL), Quality of Life in Late-Stage Dementia (QUALID), QUALIDEM (a dementia-specific QOL tool), and DEMQOL (health-related QOL for people with dementia). Self-ratings of QOL were higher than proxy ratings. Factors commonly influencing self-ratings of QOL included depression, functional impairment, and polypharmacy. Common factors that influenced proxy ratings included functional impairment, presence of neuropsychiatric symptoms, cognitive impairment, and caregiver burden. <b><i>Conclusion:</i></b> In evaluating QOL in dementia, self- and proxy reports may complement each other to ensure that all perspectives are addressed.
DOI: 10.6084/m9.figshare.21325221.v1
title: FigureS7 and Raw Sliding Image

description: In this file, you can find the data for Figure S7 which is related to the data also in Figure 3 and Figure 4. To get the contact area and intensity from the "Raw Sliding Image.tif". One can run the Matlab code in File Figure 2A. The detail description can also be found there. One can also use the file "FigureS7.xlsx? to generate Figure S7.
DOI: 10.6084/m9.figshare.23223347.v1
title: AUCell values regulons B-cells tonsil atlas

description: This file contains the AUCell values calculated by pySCENIC for the different regulons inferred in B-cells of the tonsil atlas
DOI: 10.6084/m9.figshare.27178839.v2
title: An effector essential for virulence of necrotrophic fungi targets plant HIRs to inhibit host immunity

description: Source data entitled“An effector essential for virtulence of necrotrophic fungi targets plant HIRs to inhiat host immunity”
DOI: 10.6084/m9.figshare.5544478.v3
title: populations.csv

description: Average SMR and weight of fish in each population and total population metabolic rate using unit as described in-text.
DOI: 10.17632/9xhf4zk3vr
title: Minuit - a system for function minimization and analysis of the parameter errors and correlations

description: Title of program: MINUIT Catalogue Id: ACWH_v1_0 Nature of problem The final stages of the analysis of experimental data often consists of determining(estimating)a certain number of physical parameters and establishing the errors (confidence regions) of these parameters. ... CORRECTION SUMMARY: Vol:Year:Page 0:unpublished:unpublished "000ACORRECTION 17/02/77" "Unpublished correction to MINUIT: a system for function minimization and analysis of the parameter errors and correlations." F. James; M. Roos Note: correction instructions are contained in source code Versions of this program held in the CPC repository in Mendeley Data ACWH_v1_0; MINUIT; 10.1016/0010-4655(75)90039-9 ACWH_v2_0; PDP-MINUIT; 10.1016/0010-4655(84)90079-1 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/s2dg5krrkd
title: COVID-19 Clustering Countries Data

description: This data set provides the COVID-19 Clustering data for the work "Clustering analysis of countries using the COVID-19 cases dataset "
DOI: 10.17632/xc7s7d6x2k
title: Data for multi-objective process control

description: Raw data and algorithms: 'Maix.xlsx' corresponds to the raw data (coded) of the study case. 'Separate_Ys_V4.m' is the complete Matlab Script for the enhanced PLS algorithm. 'Vector_Y.m' is the Matlab script that runs the traditional PLS algorithm.
DOI: 10.6084/m9.figshare.23812749.v1
title: Supplementary Material for: Retrospective study of treatment patterns and natural history of patients with T1a/b N0 TNBCs—A single-institution experience.

description: Introduction: T1a/b, node-negative (node-), triple-negative breast cancers (TNBCs) are underrepresented in randomized drug-approving clinical trials. Given their low incidence, the clinicopathological features, natural history, and treatment patterns of these tumors remain insufficiently understood. Methods: We conducted a single-institution retrospective cohort study of patients with T1a/b, N0, M0 TNBCs. Deidentified patient- and tumor-related data were collected and summarized. Kruskal-Wallis, chi-square, or Fisher exact tests were used to evaluate associations of interest. Kaplan-Meier methods, log-rank tests, and Cox's proportional hazards models were applied for survival analyses. Results: Of 108 cases of node- TNBCs measuring ≤2 cm, 34 node- T1a/b tumors were included in our analysis. All cases had an intermediate to high histological grade, and most had a Ki-67 score of ≥20%. All patients received adjuvant chemotherapy, and many underwent mastectomy (47%). Docetaxel combined with cyclophosphamide was the most common adjuvant chemotherapy regimen (75%). We did not observe significant associations between improved outcomes and treatment with anthracycline-containing regimens. Among patients with node- pT1a/b tumors, the estimated 3-year recurrence-free survival and distant recurrence-free survival rates were both 96.3% (95% CI, 76.5-99.5), and the overall survival rate was estimated to be 100% (95% CI, 100-100). There were no cases of local recurrences observed. Discussion/Conclusions: In our cohort, all patients with T1a/b node- TNBCs were treated with adjuvant chemotherapy and had favorable outcomes even when treated with anthracycline-sparing regimens.
DOI: 10.6084/m9.figshare.26089344.v1
title: HiGTS_2020s2

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2020s2 contains the data from April 1, 2020 to June 30, 2020.
DOI: 10.6084/m9.figshare.28020893.v1
title: Gloriosa superba raw GC-MS files

description: Metabolite extraction from Gloriosa superba
DOI: 10.6084/m9.figshare.28171346.v1
title: Data set for the research entitled "Impact of Mobile Customer Relationship Management on Customer Loyalty and Purchase Preferences: A Longitudinal Study of Gloria Jean’s Coffees, Türkiye"

description: The study adopts a longitudinal experimental design with individual-level analysis. Data were collected quarterly over one year (t0, t1, t2, and t3) from both control and experimental groups. Statistical analyses included t-tests and ANOVA for repeated measures to test the hypotheses on m-CRM's impact on purchase preference and customer loyalty.
DOI: 10.17632/dc2yp99rbs
title: NAC Complaints_Sadovnikova_Supplemental Table 2

description: Supplemental Table 2 for Nipple thrush or dermatitis: a retrospective cohort study of nipple-areolar complex conditions and call for coordinated, multidisciplinary care
Treatment of nipple pain, dermatitis, and fungal infection. Abbreviations: lactating (L), not lactating (NL).
DOI: 10.17632/t84rs5gfmr
title: Data for: The Impact of Fintech M&A on Stock Returns
DOI: 10.6084/m9.figshare.24456112.v1
title: TENG materials data.xlsx

description: Supplementary note 1: Classification Standards.The classification on the Web of Science using the keyword “triboelectric nanogenerator” retrieved a total of 1,408 research-based only research articles (excluding reviews, patents, and books), between 2011 and January 2020. The collected literature was utilized to create a database that counted and classified the materials, synthesis methods, and application scenarios employed in the field of triboelectric nanogenerator. The categorization of materials in the statistics was primarily derived from the main figure of the articles and the experimental methods described in the descriptions. The percentage represents the frequency of usage of each material in the database. The material sources are simply classified as commercial and synthetic, and the material modification methods are divided into physical and chemical, and other categories. The physical interfaces used for material applications were further classified into solid-solid, solid-liquid, and other subcategories (such as liquid-liquid and gas-liquid interfaces), providing readers from diverse backgrounds with easy reference and comprehensive coverage. Despite the diligent efforts put into documentation, the possibility of human error cannot be eliminated. While the classification may be affected by subjective interpretation, it does not impact the overall validity of the results.<br>
DOI: 10.6084/m9.figshare.24640944.v1
title: Data for the preprint 'The decoding of extensive samples of motor units in human muscles reveals the rate coding of entire motoneuron pools'

description: Data for the preprint 'The decoding of extensive samples of motor units in human muscles reveals the rate coding of entire motoneuron pools' (https://www.biorxiv.org/content/10.1101/2023.11.25.568607v1) by Avrillon et al.Each file comprises:the raw EMG signals recorded from the Tibialis Anterior or the Vastus Lateralis with four grids of 64 surface electrodesthe force, the target, and the path followed by the participant during the trapezoidal contractionthe parameters of the EMG decompositionthe output of the automatic decomposition (motor unit pulse trains and series of discharge times)the edited version of motor unit pulse trains and series of discharge timesThe files are compatible with the application MUedit (https://github.com/simonavrillon/MUedit) for visualisation and manual edition of the motor unit discharge times. For more information about the content of the files and the different variables, have a look at the user manual of MUedit.
DOI: 10.6084/m9.figshare.20410665.v1
title: processed.cleveland.data.csv

description: <strong>Heart Disease Dataset from UCI Repository</strong>
DOI: 10.6084/m9.figshare.28281791.v1
title: Efficiency evaluation of China's digital economy based on DEA-Malmquist-Tobit model

description: China and other countries around the world have made the development of the digital economy (DE) a key focus of national growth. The digital economy offers numerous advantages, such as enhancing the efficiency of economic systems, improving the direction of market economic development. This paper primarily studies the status of the digital economy across 30 provinces in China from 2013 to 2023. It first employs a three-stage DEA model to calculate the output efficiency of the digital economy and compares the efficiency values of each decision-making unit (DMU) after removing environmental impact factors in both the first and third stages. Then, the Malmquist index is used to analyze the trend in digital economy efficiency. Finally, a Tobit regression model explores the degree of influence each environmental variable has on the independent variable. <br>
DOI: 10.17632/2cpxvnwtnj
title: Data for: Visible light-mediated rose bengal-catalyzed oxidative radical C-H cyclization of alkyl 1,1-biaryl-2-ones: An efficient synthesis of 10-alkylphenanthren-9-ols in water

description: Data
DOI: 10.17632/cy6cvx3ryv
title: N-Caltech101

description: Caltech101 images captured using a Dynamic Vision Sensor as described in the related paper (see link).
DOI: 10.17632/nzp69sznrr
title: Dental data

description: Dental wear data
DOI: 10.17632/pzwmh2c9pk
title: FINEC-D-21-00382_Ioannidou-Pavanini-Peng_Collateral-and-Asymmetric-Information-in-Lending-Markets

description: This folders contains simulated data, codes, and programs to estimate the models and run the counterfactuals of the "Collateral and Asymmetric Information in Lending Markets" by Vasso Ioannidou, Nicola Pavanini, Yushi Peng, accepted for publication at the Journal of Financial Economics in 2021.
DOI: 10.17632/r6fnxpnmmc
title: Tokay gecko (Gekko gecko) nucleus vestibularis ovalis (VeO) physiology data

description: Raw data for extracellular VeO recordings in response to vibration and sound. Output from Tytology2.
DOI: 10.6084/m9.figshare.25111739.v2
title: replication-package-crash-reproduction-study.zip

description: Replication package for crash reproduction study. (Unzip with 7z on Windows if builtin zip utility doesn't work.)