cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.15101685.v1
title: Onemap to rQTL 4-way cross text file conversion script

description: R Notebook markdown file and data environment containing the script for converting the Onemap output into the 4-way cross format for rQTL from the associated manuscript: Onemap_rQTL_filechange.Rmd, Onemao_rQTL_filechange.RData<br><br>The example data used in the script are also included: Example_geno_file.txtExample_phen.txtExample_map_file.txt<br>Lastly, a link to the GitHub page with detailed notes are also included: Notes_GitHubLink.txt
DOI: 10.6084/m9.figshare.1564844.v3
title: Organised genomic HIV and Pseudomonas sequence data

description: HivDB is a proof of concept display of a pipeline tool designed to collect and organize genomic data in order to optimize down stream analyses. Utilizing genbank files, genomes are parsed into their respective genes and saved with any appropriate meta data in FASTA formatted files. The resulting files allow the sequence data to be efficiently queried based on several parameters including country of isoloation, date, and accession number. This public RESTful webservice exposes the results of the pipeline on public HIV sequence data from NCBI. These are the source GenBank files used to build our site.
DOI: 10.6084/m9.figshare.19391123.v2
title: Supplementary Material Agile Business Value ECIS 2022

description: Contains a Concept Matrix of our Findings on ASD Business Value and an overview of all contributions that state a certain agile business value.
DOI: 10.6084/m9.figshare.23261486.v1
title: Prunus mahaleb chorology

description: Distribution map of <em>Prunus mahaleb</em>. <br> These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature. The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br> Please cite as: Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br> Additional information and used references are on 'supplementary materials' document: https://doi.org/10.6084/m9.figshare.5091901 <br> Chorological maps are part of the "European Atlas of Forest Tree Species" project: https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.24634404.v1
title: 图和数据 .zip

description: This study explores the underlying mechanisms by which individual innovative characteristics and the perceived team innovation atmosphere affect employees’ innovative use (IU) of enterprise information systems. At the individual level, the model examines the impact of five variables on IU, namely, personal innovativeness of information technology (PIIT), innovative ability (IA), perceived team identity (PTI), and perceived job autonomy (PJA). Data were collected through scenario experiments and questionnaire surveys. A total of 409 volunteers from the Yunnan and Sichuan provinces in China were randomly divided into 133 work teams (with three to four people in each team) and asked to complete a specific task using one or more specific functions of Excel or SPSS within a given work time. After excluding teams that left the experiment for personal reasons and 34 invalid questionnaires, a regression analysis was conducted on 329 valid questionnaires to explore the interrelationships between variables. The findings demonstrate that PIIT and IA have a significant positive impact on IU. PTI and PJA partially mediate the relationship between PIIT and IU, whereas they fully mediate the relationship between IA and IU. The findings have improved our understanding of the role of individual innovative characteristics and team innovation climate in affecting individual behavior and could provide guidance for managers who hope to train employees and reform teams’ innovative support environments.
DOI: 10.6084/m9.figshare.28440860.v2
title: Triplefin behaviour change full datasheet.xlsx

description: Full dataset of behaviour used in article titled Brain Control: Brain-Encysting Trematodes Increase the Frequency but Reduce the Repeatability of Surfacing Behaviour in Mottled Triplefin
DOI: 10.6084/m9.figshare.c.3723787_d9.v1
title: Additional file 9: Table S7. of Uncovering SNP and indel variations of tetraploid cottons by SLAF-seq

description: List of the DNA polymorphisms in Gh_E22 vs. Gb_3-79, Gh_E22 vs. Gt, Gh_E22 vs. Gm and Gh_E22 vs. Gd. (XLS 11624Â kb)
DOI: 10.17632/hsdgt7rbk7
title: The phenomenal rise of Environmental, Social, and Governance (ESG) as a research issue: A bibliometric analysis

description: The data was retrieved from the Scopus database, last updated on September 29, 2021, which thus formed the foundation for this bibliometric analysis. During the first stage, the following keywords were used to search in Scopus: “ESG”; “Environment*” OR “Social” OR “Governance” OR “Corporate Governance”; and “invest*” OR “scor*” OR “index” OR “rating provider*” OR “rate provider*” OR “sustainability” OR “sustainable.” Further, the article title, abstract, and author keywords were used as strings for document search. A total of 1,110 documents were extracted using the above search keywords for the period from 2001 to the data retrieval date (September 29, 2021). Although almost 50% of the documents belonged to the business, economic, or financial fields as specified by Scopus, there were also publications from other research areas such as physics and astronomy, toxicology and pharmaceutics, material science, biochemistry, pharmacology, medicine, genetics and molecular biology, and chemistry. Therefore, a manual screening was conducted to eliminate the irrelevant fields for the current study. Subsequently, 981 documents were refined and introduced into a Microsoft Excel spreadsheet for further analysis.
DOI: 10.17632/j965m65fjh
title: Data for: Tracing changes in monsoonal precipitation using Mg isotopes in Chinese loess deposits

description: Table 1. Location of Holocene soil and desert samples, and the mean annual precipitation (MAP) and temperature (MAT) for each site, and the magnetic susceptibility (χ). The climate data are the average for 1960-2010 and the units for χ are 10-8m3kg-1. Lon. and Lat. are longitude and latitude, respectively. Taklimakan Desert (TK), Tengger Desert (TG), Badain Jaran Desert (BJ), and Mongolian Gobi (MG). Table 2. Mg isotopic composition and elemental data for acid-leached fractions from desert samples, a spatial series of Holocene soils, and a loess-paleosol sequence and carbonate nodules from the Weinan (WN) section. BHVO-2, BCR-2 and Seawater are standard samples.
DOI: 10.6084/m9.figshare.19723423.v1
title: The link between agriculture and rural food security in the ecoregions of Mexico: path diagrams and underlying datasets.

description: This data release consists of three datasets that represent characteristics of the rural population in four major ecoregions of Mexico (Fig. 1; Table 1). The first data subset comprises nationwide georeferenced features of agricultural production units (Table 2); the second data subset addresses food security of the corresponding rural population (Table 3); the third data subset consists in representations (Tables 4-7 and Fig. 2a-d) on relationships between the two previous data subsets according to path analysis (according to structural equation models, see next section) between the two systems (the agricultural system and the food security system). The information on the two first data subsets is disaggregated (see next section for methodological details) at the rural neighbourhood level, the smallest spatial unit of the agricultural census in Mexico (“Área de control” in Spanish, see [1]). The datasets are available at the national level (number of observations: 68,323) and at ecoregion level for the four most populated ecoregions of Mexico (Fig. 1; Table 1; number of observations: 13,144 – 15,836, see Fig. 1) through the following URL: http://seguralimentariamex.igg.unam.mx (Geonode Spatial Data Infrastructure)
DOI: 10.6084/m9.figshare.24646185.v1
title: Nicotiana benthamiana KLAB Genome assembly and annotation

description: Nicotiana benthamiana KLAB Genome assembly and annotation
DOI: 10.6084/m9.figshare.28143443.v3
title: Bare rock dataset

description: Guilin Karst Landscape Bare Rock Dataset
DOI: 10.6084/m9.figshare.29062667.v1
title: 原始data.xlsx

description: Soil physicochemical properties, enzyme anctivities, SOC pool composition
DOI: 10.6084/m9.figshare.6066566.v1
title: Node information of the reduced Chilean power grid

description: Node data of Chilean power grid 'reduced' version. Node list include the ID of nodes, label, ownership, geo-coordinates, and role of the nodes. Please, see the corresponding edge file to construct a network with the nodes.
DOI: 10.26188/5dfae96c7606d
title: AbM Tmor-Da Evolution 1: [SA5-6] Sensitivity analysis of parameter no.5 `population growth rate' of 6% (Statistical dataset)

description: Sensitivity testing
DOI: 10.6084/m9.figshare.13158098.v2
title: Aligning geographic entities from historical maps for building knowledge graphs

description: This is the data and codes that support the findings of the IJGIS paper "Aligning geographic entities from historical maps for building knowledge graphs".
DOI: 10.6084/m9.figshare.19658175.v1
title: 10x Single-Cell RNAseq Colon (Withheld Test Set)

description: Human epithelial, B, and stromal cells from the colon in a SingleCellExperiment object with labels. These data consist of 100 cells withheld from a larger reference set and can be used for evaluating cell-type annotation classifiers. These three different cell-types were combined from the following original studies:<br> <br> <br> Epithelial cells: Wang, Y., Song, W., Wang, J., Wang, T., Xiong, X., Qi, Z., ... & Chen, Y. G. (2020). Single-cell transcriptome analysis reveals differential nutrient absorption functions in human intestine. <em>Journal of Experimental Medicine</em>, <em>217</em>(2).<br> <br> <br> B cells: Huang, B., Chen, Z., Geng, L., Wang, J., Liang, H., Cao, Y., ... & Zhang, Y. (2019). Mucosal profiling of pediatric-onset colitis and IBD reveals common pathogenics and therapeutic pathways. <em>Cell</em>, <em>179</em>(5), 1160-1176.<br> <br> <br> Stromal cells: Kinchen, J., Chen, H. H., Parikh, K., Antanaviciute, A., Jagielowicz, M., Fawkner-Corbett, D., ... & Simmons, A. (2018). Structural remodeling of the human colonic mesenchyme in inflammatory bowel disease. <em>Cell</em>, <em>175</em>(2), 372-386.
DOI: 10.6084/m9.figshare.21966659.v1
title: DATASET: Fire shapes fungal guild diversity and composition through direct and indirect pathways

description: Fungi_guild_fire code.R file provides code used in the analyses in this study. <br> Supporting Data document includes: Table S1: Number of years-since-fire and number of times burnt for each site Table S2: Hypotheses and rationale for paths used in SEM only including the fungal variable: total richness, NH3, nitrate, TOC, total organic carbon Table S3: Hypotheses and rational for paths used in SEM including fungal guild groups: ectomycorrhizas, saprotrophs, and pathogens. NH3: nitrate, TOC: total organic carbon Table S4: Goodness of fit of time-since-fire, successional stages, fire frequency, and fire frequency classes on fungi and trophic guild composition based on the <em>envfit</em> function using NMDS plots Table S5: Indicator species analysis showing associations of fungal species with post-fire successional stages and fire frequency classes. Indicator value (Ind Val): strength of association to group, p-value: significance (p ≤ 0.05 deemed significant), recently burnt: 0 – 2.5 years post-fire, mid-succession: 2.5 – 8.5 years post-fire, late-succession: 8.5 – 33.5 years post-fire, long unburnt: 33.5 + years post-fire, low fire frequency: burnt ≤ 2 times over 29-year period, high fire frequency: burnt 3 – 5 times over 29-year period. Species only shown if indicator value ≥ 0.25, significant, and if unique to one group. ASVs bolded if they show a preference for both a post-fire successional stage and a fire frequency class Table S6: Data used in the structural equation model. Fig S1 Rarefaction curves of fungal ASVs (Amplicon Sequence Variant) in samples. Vertical line indicates the site with the lowest number of reads (17,853 reads)
DOI: 10.6084/m9.figshare.6397271.v1
title: List of filtered high-confidence H2Db peptides

description: Filtered list of high-confidence H2Db peptides (9-11aa; NetMHC&lt;500nM; 1% FDR) from 19 mouse tissues and 4 mouse cell lines. Peptide sequence, source protein, source tissue/cell line, spectral count (SC), length, predicted H2Db binding affinity (NetMHC) is indicated.
DOI: 10.6084/m9.figshare.7523138.v1
title: Data set of the paper "A proposal of a societal sexual double standard measure"

description: A version of the Double Standard Scale (SDSS) is presented to assess the subjective perception of society's support for the Sexual Double Standard (SDS), a hetero-referred measure (SDSS-H). We examined its psychometric properties in a sample of Spanish heterosexual population of 1206 individuals (50% men), distributed across three groups (aged 18-34, 35-49, and 50 years, or older). We performed exploratory and confirmatory factor analyses. The found version consists of 18 items distributed into three factors (Acceptance for Male Sexual Shyness, Acceptance for Female Sexual Freedom and Acceptance for Traditional Double Standard). A second-order factor structure was also adequate. Internal consistency, temporal stability and validity evidence are reported. This version of the SDSS is reliable and valid, and it assesses the perception of the societal sexual double standard. Its usefulness to improve the predictive validity of standardized scales that evaluate individual adhesion to SDS is discussed.
DOI: 10.6084/m9.figshare.12261431.v1
title: EPA Ireland River Macroinvertebrate Data 2007-2018

description: A biomonitoring dataset (&gt;10,000 records) collected by the Environmental Protection Agency in the Republic of Ireland at &gt;2500 stations over the period 2007-2018
DOI: 10.6084/m9.figshare.18183440.v1
title: Supplemental Table 4

description: Test information of GLM LASSO runs where growth data from each plant was scrambled across different rhizosphere samples to evaluate false positive detection rates. Number of features detected from scrambled data at each step are shown. Gray rows indicate tests with false positive detection rates above 1%, where any features found in unscrambled data were omitted. <br>
DOI: 10.6084/m9.figshare.20069408.v2
title: Uncertainty in US forest carbon storage potential due to climate risks

description: <strong>US forest C storage potential - Wu et al. (2023) code to reproduce the results.</strong> Contact Chao Wu (chaowu.thu@gmail.com) with questions. Both the R codes and Python codes were included. Citation: Wu C, Coffield SR, Goulden ML, Randerson JT, Trugman, AT, Anderegg WRL (2023) Uncertainty in US forest carbon storage potential due to climate risks. <em>Nature Geoscience</em>. doi<strong>:</strong> 10.1038/s41561-023-01166-7 The data include (i) all raw data generated in this paper; (ii) the code for figures 1-4 in the main text; and (iii) the code for the climate niche model. Detailed information: (1) source code 1. FutureUSforestC_manuscript_published_mainFigures2.R: the code for generating figures in the main text. 2. RF_carbon_models.py: the source code for building the climate niche model. 3. RF_forestgroups_models.py: the source code for building the tree species niche model. (2) raw data 1. cmip6_post/: results from the 22 CMIP6 ESMs. 2. em_results/: results from the climate niche model. 3. semi_empirical_fiaregression_esm/: results from the growth-mortality model. 4. sourceData/: Source data for figures 1-4 in the main text and 4 Extended Data figures. 5. figure/: generated figures using the code above. 6. cb_2018_us_state_500k/: US boundary shapefile. 7. other dependent data used in the code above, more details can be found in the code. <br> <br>
DOI: 10.6084/m9.figshare.27174030.v1
title: Supplementary Material for: A predictive model for treatment effectiveness in severe primary immune thrombocytopenia during pregnancy: A retrospective study in a tertiary critical maternity referral center

description: Objectives The study aimed to identify factors influencing the severity of primary immune thrombocytopenia (ITP) during pregnancy, develop a predictive model for treatment response, and report maternal and neonatal outcomes associated with severe ITP.
Design A retrospective analysis was conducted on 155 pregnancies with severe ITP between January 2018 and April 2023 at a tertiary critical maternity referral center in Shanghai, China.
Participants/Materials The study included 155 pregnancies diagnosed with severe ITP, divided into groups based on the lowest platelet count (&lt;30×109/L vs. 30-50×109/L) and first-line treatment response (Non-response vs. Response).
Setting The study was conducted at Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, a tertiary critical maternity rescue referral center.
Methods Clinical characteristics and outcomes were compared between groups.
 A multivariable logistic regression model was used to identify factors associated with the severity of ITP. A prediction model for treatment response was established using LASSO-logistic regression and internally validated. 
Results ITP severity was found to be correlated with low maximum amplitude (MA) of thrombelastography (TEG) (OR 5.43, 95% CI 1.48 to 16.00, p=0.002), bleeding events (OR 4.91, 95% CI 1.62 to 14.86, p=0.005), and low reticulocytes (OR 2.40×10-7, 95% CI 1.06×10-13 to 0.55, p=0.04). Of the 118 patients who received first-line therapy, 52 (44%) responded. The dataset was randomly split into a training (N=99) and test (N=23) set with a ratio of 8:2. A predictive nomogram was created and internally validated showing good discrimination. The model yielded an area under receiver operating characteristic curve (ROC) of 0.78 (0.69 to 0.87) and 0.85 (0.67 to 1.00) in the training and validation cohort, respectively. Earlier delivery and high rate of NICU admission occurred with severe ITP and treatment failure.
Limitations The study was limited by a relatively small sample size and the retrospective observational design, which imposed limitations on the assessment of treatment efficacy.
Conclusions We identified clinical predictors of ITP severity and treatment resistance during pregnancy. A nomogram predicting first-line response was validated. These findings can facilitate clinical decision-making and counseling regarding this challenging pregnancy complication.
DOI: 10.17632/fs2snmcsff
title: Geopolitical

description: This data allows to analyze the performance of funds representing clean energy and carbon energy sectors, alongside two geopolitical risk indices, over roughly fifteen and a half years.
DOI: 10.6084/m9.figshare.13704394.v1
title: A global health model integrating psychological variables involved in cancer through a longitudinal study

description: Literature suggests that certain psychological factors contribute to better adjustment to disease. The aim of this study is to provide an integrated and global perspective of the importance of psychological variables in cancer patients.
DOI: 10.6084/m9.figshare.24025392.v1
title: Supplementary results for Structural and biochemical characterisation of the N-carbamoyl-β-alanine amidohydrolase from <i>Rhizobium radiobacter</i> MDC 8606

description: Activity assay data for the characterisation of the N-carbamoyl-β-alanine amidohydrolase from <i>Rhizobium radiobacter</i> MDC 8606<br>
DOI: 10.6084/m9.figshare.24220226.v1
title: Appendix S1 from Survival improvements of marine mammals in zoological institutions mirror historical advances in human longevity

description: Life tables
DOI: 10.6084/m9.figshare.28942985.v2
title: <b>Impacts of a Novel Multi-User Virtual Reality Platform on English Vocabulary Learning among Junior High School Students</b>

description: Virtual reality (VR)-assisted language learning has been trending in recent years, with many scholars exploring numerous possibilities of applying VR in L2 vocabulary learning. However, most previous empirical studies in VR-assisted vocabulary learning (VRVL) focused on single-user VR learning modes rather than multi-user VR (MUVR). To bridge this gap, the present study utilized a novel, high-fidelity, customizable, game-based MUVR platform on desktop computers. A quasi-experiment was first conducted with 50 Grade 8 students from a mixed-gender junior high school in Mainland China. Both the experimental and the control groups contained students at three different vocabulary proficiency levels (high, intermediate, and low level). Following the experiment, all 25 participants in the experimental group were invited to an individual semi-structured interview to share their perceptions. The results showed that both vocabulary gain and retention in the experimental group were significantly higher than those in the control group. Also, the study found no significant differences in learning outcomes between genders, whereas performance varied significantly across vocabulary proficiency levels. Qualitative analysis revealed that most students expressed positive attitudes towards the MUVR-assisted vocabulary learning, though some noted technical challenges. Furthermore, three new constructs—collaborative learning, motivation, and co-presence—emerged from the study, contributing to an expanded framework for MUVR-assisted vocabulary learning, which builds upon the existing theoretical framework of VRVL.
DOI: 10.6084/m9.figshare.29087645.v1
title: Two-electrode holder for 100ml glass beaker STL file

description: Custom 3D designed electrode holder for a two-electrode setup using Teflon electrode holders with a diameter of 6mm. The holder itself is printed in PLA using 0,2mm layer height and the rings are printed using TPU (95A).
DOI: 10.6084/m9.figshare.29092319.v1
title: 手稿 “Seasonal variation of phyllosphere microbial communities under warming” 的数据

description: 手稿 “变暖下叶状圈微生物群落的季节性变化” 的数据