cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28651241.v1
title: Data

description: The assessment of the interpreting quality of simultaneous interpreting within legal sphere is a daunting task, particularly if carried out between two different varieties of two different languages. The present paper seeks to examine the interpreting quality of simultaneous interpreting of a legal speech from Jordanian Arabic into formal English. The paper uses quality assessment model as both a theoretical framework and a research tool with its four criteria: accurate rendition of the ST, adequate TT expression, equivalent intended effect and communicative interaction process alongside a semi-structured interview. The paper argues that multiple interpreting issues have emerged during the interpreting process; some of which, like inappropriate use of terms, errors at all levels, contradiction, speed and density of information, etc., have impacted the interpreting quality of the interpreted legal speech as they have affected the message content. Contrariwise, certain interpreting issues have arisen during the interpreting process without affecting the interpreting quality of the interpreted legal speech, such as addition, change of focus, omission of discourse markers, grammatical transposition, etc. This paper offers a baseline for interpreting quality assessment of simultaneous interpreting of a legal speech between two different varieties of Arabic and English using quality assessment model and semi-structured interview, which may have implications for examining interpreting quality of simultaneous interpreting in similar simultaneous interpreting quality assessment contexts.
DOI: 10.17632/cgxk33st76
title: Mango Categories

description: & categories of mango images. Used for mango categories classification.
DOI: 10.17632/vs24s7mgr3
title: Dataset of orientation to happiness in university teacher and students

description: This dataset presents data from orientation to happiness indicators of university teachers and students from two Latin American countries: Mexico and El Salvador.
DOI: 10.6084/m9.figshare.13489359.v1
title: Maqam478: Qur'anic Recitations in 8 different Maqams

description: A dataset conatining <b>478 Qur'anic audio recitations</b> in <b>8 different maqams</b>. The dataset is intended to be used for the purpose of maqam classification. <br>
DOI: 10.6084/m9.figshare.27854469.v1
title: Reference data.xlsx

description: This study conducts a meta-analysis of 165 studies to examine vegetation and soil characteristics in varying degraded grasslands on the Qinghai-Tibet Plateau (QTP) and Inner Mongolia Plateau (IMP). It uses 11 indicators to assess grassland responses to degradation in these regions. We systematically collect peer-reviewed journal articles on changes in grassland vegetation and soil characteristics under different degrees of degradation on the QTP and the IMP through the Web of Science and the China National Knowledge Infrastructure up to June 2023. The search strategy combines keywords such as “degradation degrees/stages/gradients/levels”, “Qinghai-Tibet Plateau”, “Tibetan Plateau”, “alpine grassland”, “Inner Mongolia Plateau”, “Northern temperate grassland”, “vegetation characteristics” and “soil properties”. To ensure unbiased article selection, we apply the following criteria: (1) Studies conducted during the growing season on the QTP or the IMP with specific locations or coordinates, to ensure ecological similarity among sample points. (2) Articles must include both non-degraded grassland (NDG) as the control group and various degrees of degraded grassland as the treatment group, with the number of experiment repetitions specified. (3) The classification of grassland degradation should follow clear standards, and vegetation and soil data extraction units should be unified. (4) For studies with varying soil depths, only topsoil data are selected. In total, we select 165 articles that cover vegetation and soil characteristics across different degrees of grassland degradation on the QTP (120 articles) and the IMP (45 articles). These articles report data on at least one of the following 11 variables: above-ground biomass (AGB), below-ground biomass (BGB), vegetation height (VH), soil organic carbon (SOC), soil total nitrogen (STN), soil total phosphorus (STP), soil available nitrogen (SAN), soil available phosphorus (SAP), soil water content (SWC), soil pH, and soil bulk density (SBD). If the mean annual temperature (MAT) and the mean annual precipitation (MAP) are not provided in the original articles, we supplement the data from the global climate database (http://www.worldclim.org/) based on the study site's longitude and latitude. Elevation data are derived from the China Qinghai-Tibet Plateau Data Center (http://data.tpdc.ac.cn). We collect figure data and tabular data in two formats. Figure data are extracted using WebPlotDigitizer (version 4.3), and tabular data are directly imported into Excel. Using MetaWin 2.1 software (Sinauer Associates, Sunderland, USA), we entered the mean (X), standard deviation (SD), and sample size (N) for both the degraded and NDG groups from each article to calculate the effect value and 95% CI for each indicator.
DOI: 10.6084/m9.figshare.27964380.v1
title: China’s crop-specific embodied GHG emission inventory

description: This study constructed a high-resolution China's provincial crop-specific embodied GHG emission inventory for years 2007, 2010, 2012, 2015, and 2017. The inventory quantifies embodied GHG emissions per unit yield and per unit area for 28 staple crops across 30 Chinese provinces, providing valuable insights into the status and structure of emissions across diverse crops and regions. This dataset offers essential information for formulating targeted and effective emission mitigation strategies for crop farming in China, ultimately contributing to the nation's carbon neutrality goals.
DOI: 10.6084/m9.figshare.28480565.v1
title: Data and R codes for Shi <i>et al.</i> Aridity and Grazing Weaken the Biotic Resistance of Native Plant Communities to <i>Solanum rostratum</i> ’s Invasion by Reducing Trait Complementarity and Resource-Conservative Traits

description: 埃尔顿的生物抗性假说 （BRH） 假设不同的群落对生物入侵的抵抗力更强。然而，气候压力和人为干扰如何影响生物多样性和隐形之间的关系仍不清楚。一项对<i>龙葵</i>中国 3000 km <i>刺</i>入侵强度与本地植物生物多样性之间存在显著的负相关关系，支持 BRH。具体来说，本地植物多样性通过增加群落互补性、密度、覆盖率、生物量、群落加权均值 （CWM） 资源保守性状来增强抗入侵性，同时减少入侵物种和本地物种之间的性状差异;同时，干旱和放牧诱导的生物多样性丧失通过降低互补性和降低 CWM 性状表达来削弱这种抵抗力。值得注意的是，系统发育多样性和 Simpson 指数被证明是比物种丰富度更有效的抗性预测因子，与入侵强度的相关性更高。本研究强调了气候压力和人类活动如何影响土著社区对入侵的抵抗力，为可持续生态系统管理的适应性保护策略提供信息。
DOI: 10.6084/m9.figshare.6203396.v1
title: Noonan et al early successional coral reef communities and their metabolism under ocean acidification

description: Succession changes and metabolic rates from settlement tiles deployed along gradients of CO2 exposure at seep sites in PNG. The data is being used to predict the development of benthic coral reef communities under increasing ocean acidification. In December 2011, we deployed settlement tiles along gradients of CO2 exposure at seep and control reefs in Milne Bay, PNG, and monitored the developing communities on them. Successional changes were captured at two time points over 13 months, and whole-tile community meatbolism (photosynthesis, respiration, and light and dark calcification) was also measured after 13 months.
DOI: 10.6084/m9.figshare.6853961.v3
title: Comparative analysis of B-cell receptor repertoires induced by live yellow fever vaccine in young and middle age donors

description: Immunoglobulin repertoires (top-1569 clonotypes) from healthy volunteers of two age groups, young and middle age. Plasma B cells were obtained from peripheral blood samples at 9th day after first vaccination with live YF vaccine.
DOI: 10.17632/cfzsbz32v4
title: Use satellite to observe subsurface hypoxia based on a wave-driven profiler in the Changjiang Estuary

description: The dataset involves a high-resolution time-series profiling data (4–13 August, 2022), collected in the Changjiang Estuary in the East China Sea (122.81°E, 30.70°N). The dataset recorded seawater temperature, salinity, dissolved oxygen concentration (DO) and chlorophyll a concentration (Chl a).
DOI: 10.17632/v358nd5f7k
title: Building energy optimization using Grey Wolf Optimizer (GWO): Source codes

description: The building model and source codes for building optimization using Grey Wolf Optimizer (GWO) Extract GWO folder and then add it to Mat lab paths before run, so the software will know the GWO function. The building model, weather profile, and coupling codes are in base_code file. Make sure EP has been installed in correct address: such as C:\EnergyPlusV8-5-0\EnergyPlus.exe or update the address at line 20 of obj.m file. All codes are in compressed format and should be extracted before use.
DOI: 10.6084/m9.figshare.12056607.v1
title: Page optimization of the foam-mat drying process to soluble coffee production

description: Abstract The expansion of the soluble coffee production is an alternative to the traditional coffee consumption, which is necessary to meet the new demands of consumers looking for convenience and practicality. Thus, this study of techniques that simplify and reduce costs to obtain soluble coffee become even more pertinent. Therefore, the objective of this work was to optimize the drying process of coffee extract in the foam bed by adjusting the Page Model by non-linear regression. Two methods for the concentration of the extract were evaluated: (A) in rotary evaporator and (B) in open stainless-steel container. The kinetics of drying the coffee extract in a foam bed under the temperatures of 40, 50, 60, 70 and 80 °C were described by the model. Besides that, a multivariate equation was proposed for drying by detecting influence of temperature on the k parameter, of the Page Model and later validation of the results. The time to obtain the concentrated extract was close to the two concentration methods (A- 2 hours and 30 minutes and B- 2 hours and 40 minutes). The Page model presented a good fit with values of determination coefficients above 99%. The results confirmed that the temperature is a determinant factor in the product moisture loss speed, presenting shorter drying times with the temperature increase. The correlation between experimental and predicted data was satisfactory for the validation of the results. The mathematical model can also assist in the correlation of drying parameters with physicochemical and sensory changes of soluble coffee in order to improve technological parameters.
DOI: 10.6084/m9.figshare.26335576.v1
title: Source datasets of Clement et al. 2024 (IODP Site U1446, MIS1 & MIS 5e pollen data and calculated d18Osw)

description: The files present the pollen percentages of the main ecological groups and calculated d<sup>18</sup>O<sub>sw</sub> from IODP Site U1446 shown in Clément et al. "Greening of India and revival of the South Asian summer monsoon in a warmer world" (Communications Earth and Environments), as well as the counting and percentages of the pollen morphotypes used in the Supplementary figures of the paper. Other proxy datasets plotted in our paper are obtained from the cited source references.
DOI: 10.6084/m9.figshare.5121838.v1
title: Supplementary Material for: A Non-Parametric Method for Building Predictive Genetic Tests on High-Dimensional Data

description: <i>Objective:</i> Predictive tests that capitalize on emerging genetic findings hold great promise for enhanced personalized healthcare. With the emergence of a large amount of data from genome-wide association studies (GWAS), interest has shifted towards high-dimensional risk prediction.<i>Methods:</i> To form predictive genetic tests on high-dimensional data, we propose a non-parametric method, called the ‘forward ROC method’. The method adopts a computationally efficient algorithm to search for environment risk factors, genetic predictors on the entire genome, and their possible interactions for an optimal risk prediction model, without relying on prior knowledge of known risk factors. An efficient yet powerful procedure is also incorporated into the method to handle missing data. <i>Results:</i>Through simulations and real data applications, we found our proposed method outperformed the existing approaches. We applied the new method to the Wellcome Trust rheumatoid arthritis GWAS dataset with a total of 460,547 markers. The results from the risk prediction analysis suggested important roles of <i>HLA-DRB1 </i>and <i>PTPN22</i> in predicting rheumatoid arthritis. <i>Conclusion:</i> We proposed a powerful and robust approach for high-dimensional risk prediction. The new method will facilitate future risk prediction that considers a large number of predictors and their interaction for improved performance.
DOI: 10.17632/378bdcmnc8
title: Rainfall intensity-duration-frequency curves for Brazil: a large national database

description: Compilation of rainfall IDF curves for 6,550 rainfall gauges in Brazil. Includes curves established using: a) sub-daily rainfall data (Standard), and, b) daily rainfall maximum depth (Disaggregation).

Contents of each folder:
1. XLSX file - datasheet containing curves from Standard method, Disaggregation method, and a Reference list.
2. One GIS vector file in geopackage format: includes two vector files (Standard and Disaggregation) and a Reference list
3. Two GIS vector files in shapefile format: two separated shapefiles compacted as RAR files - Standard (4a) and Disaggregation (4b).
4. Two GIS vector files in geojson format: two separated files - Standard (4a) and Disaggregation (4b). 

Technical Description: 
Geographic Coordinate System: WGS_1984 
Datum: WGS_1984 
Unit: Degree
DOI: 10.17632/b4n8v6fw7j
title: Epidemiologic and clinical differences between early-onset and later-onset childhood vitiligo, a retrospective cohort study

description: Supplementary Materials for "Epidemiologic and clinical differences between early-onset and later-onset childhood vitiligo, a retrospective cohort study".
DOI: 10.6084/m9.figshare.12573236.v1
title: inputdataTibet

description: the input file for the paper: Yang et al., 2020
DOI: 10.6084/m9.figshare.19130078.v1
title: Datasets of landscape functional connectivity for butterflies under different scenarios of land-use, land-cover, and climate change in Australia

description: In this study, we evaluated the functional connectivity between protected areas in Australia for 59 butterfly species (based on data availability), under present conditions and different future scenarios (for 2050 and 2090) of land use, land cover, and climate change. Using circuit-theory analysis, functional connectivity models are, on average, predicted to have a cumulative current (a proxy for species' movement) of 0.0191 and this is predicted to decrease to 0.0163 and 0.0162 under future scenarios 2050 and 2090 respectively. Cumulative current is predicted to decrease and increase for 30 and 20 species, respectively; while 9 species are predicted to both increase and decrease depending on the future scenario. These changes are generally predicted to occur along the edges of a species' current distribution. Our results are made available as spatial datasets to allow comparisons with taxa from other studies and can be used to identify priority areas for conservation in terms of establishing ecological corridors or stepping-stone habitat patches.
DOI: 10.6084/m9.figshare.21688029.v1
title: pbmc_raw.h5ad.gz

description: Raw data for PBMC atlas
DOI: 10.6084/m9.figshare.21814620.v1
title: 23. mox files - fast speed

description: This folder contains the .mox files for every child, walking at fast walking speed. The .mox files contain subject data (e.g. sex, body mass, knee and ankle width), marker position and force plate data, kinematic data (joint angles), kinetic data (GRF, joint moment, joint power) and EMG data (EMG is not described in this manuscript) generated by CAREN software (D-flow).
DOI: 10.6084/m9.figshare.26970694.v1
title: Data from "Basil and Swiss chard: edible crops for use in floating treatment wetlands improving agricultural runoff"

description: We quantified plant growth (at saleable/harvestable size), nutrient partitioning, and overall nutrient removal efficiency of sweet basil (<i>Ocimum basilicum</i>) and Swiss chard (<i>Beta vulgaris</i>) over a six- or eight-week period, respectively, with exposures to simulated irrigation return flow with moderate or high concentrations of nutrients present.Worksheets within the file detail (1) Basil and swiss chard growth (shoot height and root length), over time by week, experimental unit (tank), plant, and Fertilizer. In the column variety. SCS = species Swiss Chard, SCB = Swiss chard 'Bright Lights', and SCM = mixture of species and 'Bright Lights' Swiss Chard.(2) Basil & Swiss Chard Harvest data detail fresh biomass and dry biomass along with nutrient concentration in tissues and all calculations that led to calculated nutrient uptake rates by plants(3) basil and swiss chard water detail the species (basil & swiss chard) treatments, fill days, influent/effluent, treatment volume, and concentrations of all measured analytes and then removal rates and efficiency(4) basil and swiss chard water loads: calculate loads of nutrients in vs. out.(5) comparative nutrient removal - calculations made for Table 2 when plant removal rates contrasted with other studies.
DOI: 10.6084/m9.figshare.3519701.v1
title: Appendix B. Pseudo-code for mapping biodiversity using the spectral species distribution.

description: Pseudo-code for mapping biodiversity using the spectral species distribution.
DOI: 10.17632/6cng74xy2t
title: AI-Boosted ESG-Transforming Enterprise ESG Performance Through Artificial Intelligence

description: The data set contains raw data, combined data, and codes.
DOI: 10.6084/m9.figshare.22584433.v1
title: eggNOG annotation results

description: eggNOG annotation results
DOI: 10.6084/m9.figshare.8126855.v1
title: Raw data - Role of technology Anxiety within UTAUT in understanding non-user adoption intentions to VLEs: The state university lecturers’ perspective

description: Raw data - Role of technology Anxiety within UTAUT in understanding non-user adoption intentions to VLEs: The state university lecturers’ perspective
DOI: 10.6084/m9.figshare.27861177.v1
title: genotype data of Landrace GWAS

description: Genotype data in PLINK format
DOI: 10.6084/m9.figshare.3530264.v1
title: Appendix A. Correlation matrix of the 12 (standardized) environmetal variables.

description: Correlation matrix of the 12 (standardized) environmetal variables.
DOI: 10.17035/d.2018.0053234243
title: Investigating char agglomeration in blast furnace coal injection: dataset

description: The data is made up of coal information (proximate analysis/petrographic analysis), coal caking scores, drop tube furnace agglomeration data, char gasification times, and specific surface area data.
DOI: 10.6084/m9.figshare.16578251.v1
title: uwb2

description: This directory contains the data acquired from UWB system 2. The files are in .csv format and each row in the file corresponds to a received UWB packet. Each packet consists of 50 complex Channel Impulse Response (CIR) values which have been exchanged between pairs of UWB modules in a 5-device configuration. This dataset also contains other information such as the activity being performed, timestamp in milliseconds, experiment number, person id, room id, first path power and received power levels, ground truth XY coordinates of the person in the room, among others. More details on the UWB system and structure of the UWB data are available in the "Methods" and "Experiment Directory" sections of the Data Descriptor, respectively.
DOI: 10.6084/m9.figshare.2061996.v1
title: Most Distinctive Words for Prizewinners and Bestsellers

description: This table represents the most distinctive words for the two categories of bestselling novels and prizewinning novels when compared to one another. Group A = Prizewinners, Group B = Bestsellers.
DOI: 10.6084/m9.figshare.22691272.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: 10.17632/5bfjfmfvrb
title: Metadata for Availability Parameters and Life Cycle of the Researched Components

description: Metadata shows parameters for availability and life cycle of the researched components (construction machines).
DOI: 10.6084/m9.figshare.11340203.v1
title: RNA-seq transcriptome of Staphylococcus aureus MRSA at mid-exponential phase

description: <i>Staphylococcus aureus</i> is a known commensal of the human skin microbiome, but it is increasingly recognised as a human pathogen. Specifically, the transformation of this commensal bacterium into a pathogenic species remains enigmatic. More importantly, increasing prevalence of a methicillin resistant strain of <i>S. aureus</i> points to a major clinical need to understand the fundamental biology and pathogenesis mechanisms of this important human pathogen. To this end, this contribution hopes to illuminate the RNA-seq transcriptome of <i>S. aureus</i> MRSA BD02-25 (ArrayExpress accession number: E-GEOD-67344) through processing 0.5 million reads via an in-house MATLAB RNA-seq analysis software. The most highly expressed genes were: clumping factor, formate acetyltransferase, alkaline shock protein 23, pyruvate formate-lyase 1 activating enzyme, transcriptional regulator Spx, anaerobic ribonucleoside triphosphate reductase, DNA-binding protein HU, and ATP-dependent Clp protease ATP-binding subunit. Drugs or antibiotics targeting <i>S. aureus</i> MRSA should ideally identify molecules unique to the bacterium’s physiology. These molecules need not be highly expressed proteins or enzymes, but should play a critical role in <i>S. aureus</i> MRSA physiology and metabolism. Hence, deeper analysis of the presented RNA-seq transcriptome of <i>S. aureus</i> MRSA by the scientific community might offer clues to new molecular targets suitable for drug development, or helping gain additional insights of the pathophysiological process of this important human pathogen. <br><br>
DOI: 10.6084/m9.figshare.25604100.v3
title: Role of Pumped Hydroelectric Storage in Renewable Electricity Systems

description: In developing reliable and affordable renewable electricity systems, pumped hydroelectric storage (PHS) is a potentially effective solution for storing large-scale, low-cost energy, crucial for stabilizing the variable supply from wind and solar sources<sup>1-</sup><sup>5</sup>. To assess the potential role of PHS in 100% renewable energy system, we performed a high-resolution appraisal through a unified framework that identifies plausible open-loop PHS sites associated with coastlines, lakes, and 2.89 million rivers, as well as closed-loop PHS sites with low environmental impact. We also integrated local renewable energy resources and electricity load profiles for evaluating local energy storage needs. We find that global pumped hydroelectric storage capacity is 41.40 ± 5.47 trillion kWh, equivalent to 1.5 times the current total annual global electricity generation<sup>6</sup>. Combined with expanded renewable energy sources and long-distance transmission, the global pumped hydroelectric storage resources can meet the storage demands of 100% renewable energy system in 99% of the world. The assessments support developing renewable energy to achieve global electricity decarbonization.