cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11364827.v1
title: Supplementary Material for: Comparison of ABC Methods with Computerized Estimates of Intracerebral Hemorrhage Volume: The INTERACT2 Study

description: <b><i>Background and Purpose:</i></b> Hematoma volume is a key determinant of outcome in acute intracerebral hemorrhage (ICH). We aimed to compare estimates of ICH volume between simple (ABC/2, length, width, and height) and gold standard planimetric software approaches. <b><i>Methods:</i></b> Data are from the second Intensive Blood Pressure Reduction in Acute Cerebral Hemorrhage Trial (INTERACT2). Multivariable linear regression was used to compare ICH volumes on baseline CT scans using the ABC/2, modified ABC/2 (mABC/2), and MIStar software. Other aspects of ICH morphology examined included location, irregularity, heterogeneity, intraventricular and subarachnoid hemorrhage extension (SAH) of hematoma, and associated white matter lesions and brain atrophy.<b><i> Results:</i></b> In 2,084 patients with manual and semiautomated measurements, median (IQR) ICH volumes for each approach were: ABC/2 11.1 (5.11–20.88 mL), mABC/2 7.8 (3.88–14.11 mL), and MIStar 10.7 (5.59–18.66 mL). Median differences between ABC/2 and MIStar, and mABC/2 and MIStar were 0.34 (–1.01 to 2.96) and –2.4 (–4.95 to –0.7416), respectively. Hematoma volumes differed significantly with irregular shape (ABC/2 and MIStar, <i>p</i> &lt; 0.001; mABC/2 and MIStar, <i>p</i> = 0.007) and larger volumes (mABC/2 and MIStar, <i>p</i> &lt; 0.001; ABC/2 and MIStar, <i>p</i> = 0.07). ICH with SAH showed a significant discrepancy between ABC/2 and MIStar (<i>p</i> &lt; 0.001).<b><i> Conclusions:</i></b> Overall, ABC/2 performs better than mABC/2 in estimating ICH volume. The largest discrepancies were evidenced against automated software for irregular-shaped and large ICH with SAH, but the clinical significance of this is uncertain.
DOI: 10.6084/m9.figshare.14925087.v2
title: Data and code

description: A .zip file that includes data and codes, sorted by figures.
DOI: 10.6084/m9.figshare.19780045.v1
title: CLEVR-mini dataset

description: CLEVR-mini dataset, a selected subset from CLEVR data set [1].
<br>
[1] Johnson, Justin, et al. "Clevr: A diagnostic dataset for compositional language and elementary visual reasoning." <em>Proceedings of the IEEE conference on computer vision and pattern recognition</em>. 2017.
DOI: 10.6084/m9.figshare.27958065.v1
title: PRISMA Checklist

description: This document contains the PRISMA checklist used in the systematic review titled "Leadership Agility in a VUCA World: A Systematic Review, Conceptual Insights, and Research Directions." The checklist outlines the key steps and criteria followed in the review process to ensure transparency and adherence to the PRISMA guidelines. It provides detailed information about the identification, screening, and inclusion of studies, supporting the methodological rigor of the research.
DOI: 10.6084/m9.figshare.28590113.v1
title: Raw data for FinBio EBV project

description: Contains raw IBA, copernicus, and era5 files.
DOI: 10.6084/m9.figshare.28644874.v1
title: Additional file 1 of The Healthy Hearts program to improve primary care for hypertension in seven rural health units of Iloilo Province, Philippines: a comparative cost study

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.28723262.v1
title: <i>Enterococcus faecium</i> panRG

description: A pre-built panRG for <i>Enterococcus faecium </i>for use with Amira.
DOI: 10.6084/m9.figshare.7559738.v2
title: LZY33-LZY103-1

description: Illumina sequence data of seven strains
DOI: 10.17632/92yn29877j
title: Annual time series of stable oxygen isotope and snow accumulation rate retrieved from Kuokuosele and Zuoqiupu ice cores in Tibetan Plateau

description: We developed the annual time series (1942-2011CE) of stable oxygen isotope (δ18O) and snow accumulation rate retrieved from Kuokuosele (38°11′34.32″ N, 75°10′57.90″ E, 5700 m a.s.l.) and Zuoqiupu (29°11′56.65″ N, 96°54′11.68″ E, 5580 m a.s.l.) ice cores in northwestern and southeastern Tibetan Plateau (TP), respectively. The annual mean δ18O record of Kuokuosele ice core shows a fluctuating warming trend from the beginning of the record to the late 1990s and then a distinct cooling until 2011.The precipitation at high elevation in the northwestern TP indicated by snow accumulation record shows an overall decreasing trend from the 1940s to the 1970s, followed by an increase with fluctuation to a peak in the late 2000s. In the southeastern TP, the reconstructed Zuoqiupu ice core snow accumulation record exhibits a short-lived wetting during the 1940s-1950s, followed by a general drying trend in the subsequent decades until present.
DOI: 10.17632/d843wgpj6s
title: The Interplay of Attitude and Environmental, Health, and Quality Concerns in predicting Consumer Intentions for Organic Food Purchases: A SOBC Model Perspective from India

description: This dataset represent Indian food consumers the intention of collecting this dataset is to use it in the investigation of consumers' purchase intention towards organic food with respect to environment, health, quality and attitude. 306 Indian consumers were surveyed through online convenient survey and created the dataset.
DOI: 10.17632/dnyz5jm7d2
title: Aquarius EM-APEX data

description: Stalling and Dissipation of a Near-Inertial Wave (NIW) in an Anticyclonic Ocean Eddy: Direct Determination of Group Velocity and Comparison with Theory
DOI: 10.17632/j6ng6mzgdb
title: Posner on Vestibular Patients

description: Dataset of Study: Visuospatial attention impairments in chronic and episodic vestibular syndromes
DOI: 10.17632/zp2vd3p98r
title: Correlation between serum bilirubin ‎ and JM-105 and MBJ-20 ‎ transcutaneous bilirubinometer measurements
DOI: 10.6084/m9.figshare.11546322.v1
title: Data, Manuscript, Quantification of proteins in exhaled particles,2020

description: Data used for manuscript Quantification of proteins in exhaled particles using Luminex technology - considerations for analysis of samples from the small airways
DOI: 10.6084/m9.figshare.19312007.v2
title: Sample data for EpiSCORE tutorial

description: This is the sample data for the tutorial of EpiSCORE. File list:Skin_scRNAseq_construction.rdaSkin_scRNAseq_validation.rdaSkin_DNAm_validation.rdaSkin_DNAm_SKCM.rdaBrain_DNAm_purified.rdaBrain_DNAm_SZ.rda
DOI: 10.6084/m9.figshare.21607740.v1
title: High abundance of solar wind-derived water in lunar soils from the middle latitude

description: This file includes the data used in the paper
DOI: 10.6084/m9.figshare.27247428.v1
title: raw data

description: The present research investigates the impact of increasing dietary methionine supplementation levels on the immune responses of European seabass (<i>Dicentrarchus labrax</i>) against <i>Tenacibaculum maritimum</i>, focusing on both systemic and local immune responses.
DOI: 10.6084/m9.figshare.28898714.v2
title: Mozambique AGYW Contraception and PrEP KAP Survey

description: This study explored the knowledge, attitudes, and perceptions of contraception, HIV, and PrEP of adolescent girls and young women (AGYW, aged 15-24) in Mozambique. Between May-June 2022, a cross-sectional survey was done among a convenience sample of AGYW receiving healthcare in Nampula, Mozambique. Information on demographics, sexual behavior, contraception knowledge, HIV testing experience, HIV knowledge, PrEP knowledge and attitudes, PrEP stigma, and PrEP modality preference and service delivery was collected.
DOI: 10.6084/m9.figshare.8276702.v1
title: IIsamples.correct.Final.map.recode.vcf

description: 180K SoyaSNP array genotype data for construction of genetic maps in WH, HI, WI, and II populations
DOI: 10.6084/m9.figshare.23244389.v1
title: Supplementary material of the manuscript: Dose-related effects of sn-2 palmitate, a specific positional distributed human milk fatty acid, intake in early life on the composition and metabolism of the intestinal microbiota

description: Table S1. Effects of low dose sn-2 palmitate on differential metabolites of gut microbiota Table S2. Effects of medium dose sn-2 palmitate on differential metabolites of gut microbiota Table S3. Effects of high dose sn-2 palmitate on differential metabolites of gut microbiota Figure S1. Weekly feed conversion ratio (kg/kg). “ns” indicates no significant difference among groups at the time point; one way ANOVA followed by Tukey’s multiple comparisons test. Figure S2. The difference analysis of functional genes of intestinal microbiota predicated by PICRUSt2. Values were compared by <em>t</em>-test (<em>FDR</em> &lt; 0.05) in STAMP software.
DOI: 10.17632/4fk8zxxxhf
title: Industrial Policy and Potential for Export Upgrading: Evidence from Government-Approved Projects in China

description: We construct a new Chinese industrial policy measure at the product level based on 96,778 government-approved projects from 2009 to 2017. We classify the products into 3-digit codes according to the Standard International Trade Classification Revision 3 (SITC Rev.3). The aggregate amount of government-approved projects on a specific product measures policy intensity. Our findings reveal that Chinese industrial policy can generally enhance the potential for export upgrading.
DOI: 10.6084/m9.figshare.22200976.v3
title: Willingness to Accept and Willingness to Pay on Residential Properties - A Hedonic Approach.xlsx

description: Data used in the study was obtained from Property24 August 2021 to January 2022. Property24 is a property portal where property listings for sale and to rent from leading real estate agents are advertised. Property24 helps sellers, home buyers, and renters find apartments, houses, townhouses, vacant land, and farms across South Africa. Residential properties from two leading metros in the Eastern Cape Province, Buffalo City Municipality and Nelson Mandela Bay were considered. The data obtained was limited to the data displayed on each property by Property24 that evaluations obtained The study adopted a parametric and non-parametric techniques to estimate the effects of hedonic housing characteristics on willingness to pay and willingness to accept. Hedonic regression model used multiple ordinary least squares regression to examine how each hedonic characteristic adds to the residential properties' entire worth. Ordinary least squares regression has been widely used in estimating house prices over the decades and it is well document in literature (McCord et al., 2018; My-Linh, 2020; Olamide & Adepoju, 2013; Owusu-Ansah, 2013). The study further adopted the Multilayer perceptron of the Artificial Neural Network which is a predictive model that is made up of multiple techniques that measure each self-contained component independently despite its linearity (Papadopoulos et al., 2021). The Artificial Neural Network has gained momentum recently due to its ability to ability to predict house prices (Ghorbani & Afgheh, 2017; Limsombunchai, 2004; Moreno et al., 2011). These techniques were used to estimate the effect of property attributes in influencing the willingness to accept and the willingness to pay in the Eastern Cape province of South Africa. <strong>Model specification and estimation techniques </strong> When building hedonic models, underlying assumptions of linearity, homoscedasticity, independence, normality, and correct model specification should be met. To meet these assumptions, the correct function form and the number of explanatory variables matters. The number of explanatory variables included in the model were determined after several pseudo model evaluations (Sirmans & Macpherson, 2003).
DOI: 10.6084/m9.figshare.23642847.v1
title: Social attention across development in common ravens and carrion crows

description: Underlying social learning and other important aspects of successful adaptation to social life, is social awareness, where individuals are required to pay attention and respond flexibly to others in their environment. We tested the influence of social context (alone, affiliate, non-affiliate, heterospecific) on behavioural interactions (manipulation, caching, head & body out of sight i.e. barrier use) with food and objects during development at fledging (1-2 months), juvenile (3-8 months) and sub-adult (14-18 months old) in 10 carrion crows (<em>Corvus corone; C. cornix</em>) and nine common ravens (<em>C. corax</em>). These species are closely related, generalist corvids and subjects were all hand-reared and housed in highly comparable conditions. Both species will routinely cache, i.e. hide food and other items for later recovery, and engage in cache-pilfering (stealing) strategies. They will interact and ‘play’ with objects, potentially as part of developing social bonding and/or physical cognition. We found that corvid behaviour was influenced by social context, with birds showing higher frequency of ‘head & body out of sight’ behaviour while others were observing than when alone, suggesting they have an awareness of other’s presence and respond by using barriers when interacting with items. There were no differences based on observer identity, supporting an interpretation of item interaction and play potentially driving development of physical rather than social skills in this setting. There were developmental effects, including increased manipulation and use of barriers as juveniles as well as increased caching with age. Ravens generally cached more than crows. Objects were manipulated more frequently than food, while barriers were used more with food, indicating that food was more likely to be actively hidden while objects may promote open play. We discuss our findings in relation to other social and developmental influences on behaviour and the wider ramifications for identifying the drivers of play in animals.
DOI: 10.6084/m9.figshare.28890839.v1
title: Data and script for Apodemus behaviour and metabolism co-variation analysis

description: Energy is a central resource for life, but animals’ energy budgets are limited by their ability to collect, process and redistribute energetic assets to diverse functions, including behavior. Yet none of the existing bioenergetic models unequivocally explain behavioral variation, suggesting that they are not mutually exclusive, or that they are incomplete and overlook important processes. To describe a means by which an endotherm regulates its metabolism and behavior in varying environments, we simultaneously analyzed several components of energetic budgets. To accurately assess the costs of body maintenance and thermoregulation, and locomotory movement and shyness of wild mice, we measured resting metabolism at different temperatures, and repeatedly quantified basal metabolic rate (BMR) and behavior. At the among-individual level we found no significant associations between personality traits and metabolic rates, although at the within-individual level we found that higher BMR was associated with reduced shyness. The among-individual trends of the associations between thermoregulatory cost and behavior were stronger than those between BMR and behavior. Our results suggest that temperature affects shyness, and that behavior and BMR may co-vary over time within individuals, reinforcing context dependence of energetic regulation of behavioral responses.
DOI: 10.6084/m9.figshare.3482315.v2
title: Table 1: Towards a history of women in the geosciences

description: Supplementary table 1 shows a selection of women geological pioneers who lived, worked and died mainly within the nineteenth century or earlier
DOI: 10.6084/m9.figshare.7775684.v1
title: Mouse cortical gradients

description: Contains data for reproducing analyses presented in<br>Fulcher, B. D., Murray, J. D., Zerbi, V., & Wang, X.-J. (2019).Multimodal gradients across mouse cortex. PNAS.http://doi.org/10.1073/pnas.1814144116<br>Associated Matlab code is here: https://github.com/benfulcher/mouseGradients<br>
DOI: 10.17632/pw4h7zwvzz
title: Comparison of NGS Quality Metrics and Concordance in Detecting Molecular Alterations Between FFPE and FF Samples Using the TSO 500 Assay

description: Detailed data analysis reports, generated using in-house R notebooks, to supplement "Comparison of NGS Quality Metrics and Concordance in the Detection of Cancer-Specific Molecular Alterations Between Formalin-Fixed Paraffin-Embedded and Fresh-Frozen Samples in Comprehensive Genomic Profiling with the TSO 500 Assay", by Loderer, Hornáková, Tobiášová, Lešková, Halašová, Danková, Plank and Grendár
DOI: 10.17632/zzx5kw6cy9
title: Micro-segmentation in C2C e-Marketplaces

description: The data contains information about six variables. Micro-segmentation, customer satisfaction (CS), brand loyalty (BL), trust (TR) and brand equity (BE). The data was used to evaluate how the micro-segmentation strategies developed by C2C e-marketplaces positively influences on customer satisfaction, brand loyalty, trust and brand equity.
DOI: 10.6084/m9.figshare.25583814.v3
title: Annotated reference genome of Brevicoryne brassicae

description: the genome sequence files and annotation files of the cabbage aphid <i>Brevicoryne brassicae</i>
DOI: 10.6084/m9.figshare.25904176.v1
title: River.rar

description: Watershed data used in the article
DOI: 10.6084/m9.figshare.29117438.v1
title: AmegillaObservations.xlsx

description: This study aimed to assess whether urbanisation influences the seasonality of Amegilla spp. by comparing their monthly presence in urban and non-urban environments across southeastern Australia. Observational records were obtained from the citizen science platform iNaturalist, filtered for records within the genus Amegilla between 1 January 2022 and 31 December 2024.Only research-grade observations (i.e. those confirmed by at least two users and georeferenced) were included. All records included metadata on observation date, geographic coordinates (latitude and longitude), and identified species. While most observations were Amegilla cingulata, the analysis was conducted at the genus level (Amegilla spp.) to maximise sample size and generalisability.<br>
DOI: 10.6084/m9.figshare.3117673.v1
title: Swissparam CHARMM parameter file for Pam3CSK4, and CU-T12-9.

description: Swiss param [http://swissparam.ch/] CHARMM parameter files for Pam3CSK4, and CU-T12-9.
DOI: 10.6084/m9.figshare.1096136.v1
title: All raw data for "Linear and sub-linear representation regimes for the exact wave function"

description: This contains raw data files for the paper "Linear and sub-linear representation regimes for the exact wave function". The index table (table.txt) gives you a map of where to find the raw data files. In general these are in compressed form for convenience. The file number refers to the storage index in files of the form: outputs*k.tar.bz2. Exact location will depend upon the number, see notes below. Several output sources at once are then plotted in the plot file, which is also given an index. These files can be found in plots.tar.bz2, and follow the the numbering scheme of the supplementary information attached to the original paper. Finally, more intuitive filenames are present in plots-altnames.tar.bz2 which list several system characteristics in the filenames. Package contents as follows. table.txt : index table<br>outputs1k.tar.bz2 : compressed file containing the outputs from 1 to 1000<br>outputs2k.tar.bz2 : compressed file containing the outputs from 1001 to 2000<br>outputs3k.tar.bz2 : compressed file containing the outputs from 2001 to 3000<br>outputs4k.tar.bz2 : compressed file containing the outputs from 3000 to 4000<br>outputs4k.tar.bz2 : compressed file containing the outputs above 4000<br>plots.tar.bz2 : compressed file containing plot .png files<br>plots-altnames.tar.bz2 : compressed file containing plot files with a different labelling scheme
DOI: 10.6084/m9.figshare.17430749.v3
title: A data set of global river networks and corresponding water resources zones divisions V2.0

description: river and wrz
DOI: 10.6084/m9.figshare.24432853.v3
title: <b>A family-level phylogeny of liverworts (Marchantiophyta): new evidences from mitochondrial sequences</b>

description: <b>This database contains gaptured gene, alignment and tree files.</b>
DOI: 10.17632/6nddwstfw3
title: 3D imaging of knee joint from UM-HET3 mice

description: Hind limbs were collected from UM-HET3 mice (22-25 months old) and fixed in 10 % neutral buffer formalin. Intact femur and tibia including the knee joint were scanned using a high-resolution SkyScan micro-CT system (SkyScan 1172, Kontich, Belgium) containing 10-M digital detector set at a 10W energy level (100kV and 100 μA), with a 0.5 mm aluminum filter with a 9.7μm image voxel size. Data reconstruction was done using NRecon software. 3D videos were prepared using CT Vox software (Version 3.3.1 64-bit).
DOI: 10.17632/pc4vjj2sd5
title: Physician Title Protection Laws

description: An repository of title protection laws for physicians, including the state, the specific code, and a copy of the law text. Additionally, laws that protect the title "dermatologist" are distinguished on a separate tab.
DOI: 10.6084/m9.figshare.13295918.v1
title: Predicting Long-term Dynamics of Soil Salinity and Sodicity on a Global Scale

description: This dataset globally (excluding frigid/polar zones) quantifies the variability in surface soil (0 – 30 cm) salinity and sodicity for the period between 1980 and 2018. This is realised by developing 4-D predictive models of Electrical Conductivity of saturated soil Extract (ECe) and soil Exchangeable Sodium Percentage (ESP) as indicators of soil salinity and sodicity. These machine learning-based models make predictions for ECe and ESP at different times, locations, and depths. The dataset includes 78 maps showing the annual predicted ECe and ESP between 1980 and 2018 on a global scale.Users are referred to the corresponding "READ_ME" file for more information about this dataset. Article10.1073/pnas.2013771117 also provides more information about the dataset.
DOI: 10.6084/m9.figshare.16732612.v1
title: Supplementary_data_Towards an Understanding of Hydrogen Supply Chains.pdf

description: This dataset includes all categorized publications analyzed in the structured literature review on sustainability assessment of hydrogen supply chains (supplementary data for: "Towards an Understanding of Hydrogen Supply Chains: A Structured Literature Review Regarding Sustainability Evaluation").<br>
DOI: 10.6084/m9.figshare.25435408.v1
title: Scopus Data File.xlsx

description: <b>A Bibliometric Review of Service Learning Research, 1950 – 2022</b>
DOI: 10.6084/m9.figshare.27222948.v2
title: The genome and annotation of <i>Sinocyclocheilus grahami</i>

description: The genome and annotation of<i> </i><i>Sinocyclocheilus grahami, Sinocyclocheilus anshuiensis, Sinocyclocheilus maitianheensis and Sinocyclocheilus rhinocerous.</i>