cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27905757.v1
title: <b>Novel assembly of head-trunk interface in sister group of jawed vertebrates</b>

description: Supplementary files for Miyashita et al. <b>Novel assembly of head-trunk interface in sister group of jawed vertebrates</b>This page serves as a repository for the following supplementary data:Rendered surface mesh files for the reconstructed internal anatomy of <i>Norselaspis glacialis </i>(MNHN F SVD-3221). Volumetric image stacks are available under Morphosource project ID 000683199, media IDs: 000683250 (part) and 000683605 (counterpart).Rendered surface mesh files for the reconstructed internal anatomy of <i>Ichthyomyzon bdellium</i>, Ohio lamprey. Volumetric image stacks from this scan are available under Morphosource Media ID 000681198.Rendered surface mesh files for the reconstructed internal anatomy of <i>Chiloscyllium punctatum</i>, bamboo shark. Volumetric image stacks from this scan are available under Morphosource Media ID 000681285.Supplementary movie to enhance the the reconstructed internal anatomy of <i>Norselaspis glacialis </i>(MNHN F SVD-3221)
DOI: 10.17632/3mn3wbnmw6
title: Tuning levels of low-complexity domain interactions to modulate endogenous oncogenic transcription. Chong et al

description: Raw images of confocal fluorescence microscopy and soft agar colony formation assays shown in the figures of "Tuning levels of low-complexity domain interactions to modulate endogenous oncogenic transcription".
DOI: 10.6084/m9.figshare.24947508.v8
title: <b>Development and Validation of an Interprofessional Collaborative Educational Module on the Self-Management of Foot for Individuals with Type II Diabetes Mellitus</b>

description: <b>Background: </b>Insufficient awareness of foot self-care among diabetic individuals results in diabetic foot ulcers. The management of diabetes and diabetic foot ulcers demands a well-coordinated approach that involves multiple healthcare providers (HCPs). The present study aims to develop and validate an interprofessional collaborative (IPC) educational program involving HCPs to efficiently oversee and instruct the public on appropriate strategies for self-managing diabetic foot health.<b>Materials and Methods: </b>The research group worked on creating an educational module titled 'An Interprofessional Collaborative Educational Module on Self-Management of Foot for Individuals with Type II Diabetes Mellitus.' The objective of this module was to promote the adoption of proper practices in self-managing foot health for individuals with type 2 diabetes mellitus. A panel of thirteen experts participated in a two-stage validation process using the Delphi method to assess the module and its educational resources. Subsequently, the module was tested on a group of 30 participants, i.e., individuals with diabetes, with its efficacy evaluated through conversation analysis and in-depth interviews.<b>Results: </b>The three-month-long module included three sessions• 1: Diabetes and its Health Implications• 2: Diabetic Foot and Self-Management• 3: Interprofessional Education in Diabetic foot careThe mode of content delivery was via Whatsapp, and the educational resources, in the form of pamphlets, flowcharts, handouts, case-based cartoons, and videos on diabetes, including diabetic foot, its risks, and self-management, were shared regularly.All participating experts consensually validated the module and educational resources. Analysis of in-depth interviews revealed that the module immensely benefitted the participants and helped them improve their knowledge and practices of foot care in diabetes.<b>Conclusion: </b>The study concludes that IPC educational modules can enhance adherence to proper diabetic foot care practices, potentially reducing the occurrence of foot ulcers and amputations, and ultimately improving the quality of life for individuals with diabetes.
DOI: 10.6084/m9.figshare.28425866.v3
title: Data for: Effects of floral trait dissimilarity and flower density on pollinator-mediated interactions at different spatial scales

description: Conducted in nine coastal dune communities, the study assesses how floral trait dissimilarity affects pollinator sharing and how the co-flowering environment—floral dissimilarity, conspecific flower density, and heterospecific flower density—impacts pollination outcomes. Key metrics include flower visitation rates, conspecific pollen reception, and the proportion of pollen tubes. The study also investigates whether these effects vary at the plot and site scales.MethodsField sampling and flower densityPlant communities were surveyed at nine sites along a 205 km coastal stretch. Each site was sampled over three randomized days during the rainy season (September–November 2016). Within each site, ten 20 m² plots were established, recording flowering species identity, plant counts, and open flower numbers. Conspecific and heterospecific flower densities were estimated at both the plot (20 m²) and site scale (200 m²).Floral trait dissimilarityFloral traits—including corolla diameter, tube opening, and flower length—were measured in 1–5 flowers per plant from at least five plants per species. Floral symmetry and clustering were also recorded. Floral reflectance spectra (300–700 nm) were measured using a spectrophotometer to model color perception by Hymenoptera, Diptera, and Lepidoptera. Floral trait dissimilarity between species pairs was estimated using Gower’s dissimilarity index, and functional distinctiveness was calculated using an abundance-weighted index.Pollinator observations and pollinator sharingPollinator observations were conducted in each plot for three 5-minute periods (15 min total per plot per day). Only visits involving contact with reproductive structures were recorded. Pollinators were identified to species or morphospecies, and unidentified specimens were collected for later identification. Pollinator visitation rate was calculated as visits per flower per 15 minutes. Pollinator sharing was estimated using Pianka’s niche overlap index, considering both pollinator identity and visitation frequency.Pollen receipt and pollination successTo assess pollen receipt and pollination success, one style per plant was collected from senesced flowers at the end of the day and stored in FAA solution. Styles were processed using NaOH softening and aniline blue staining, and pollen grains and pollen tubes were counted under a fluorescent microscope. Pollen tube production was used as a proxy for pollination success, and all data were relativized to account for species-specific differences.
DOI: 10.17632/dxp7p66gv3
title: Optimising fire severity mapping using pixel-based image compositing dataset

description: This dataset comprises Landsat-based fire severity data collected for large forest fires (&gt;100 ha) that occurred during the summer in the Iberian Peninsula from 2000 to 2023. It also includes historically validated fires in the Mediterranean region of Sierra de Gredos, West Central Spain, based on the Spanish General Fire Statistics (EGIF), covering the period from 1985 to 2015. Additionally, the dataset contains fire severity data for two ground-truthed fires, utilizing available Composite Burn Index (CBI) data as detailed in the paper titled "Optimising fire severity mapping using pixel-based image compositing." 
The dataset includes: 

CBI Data: Ground-validated severity data for specific fires.
GeoJSON files representing 30 m by 30 m pixels, containing:
Pre- and post-fire Normalized Burn Ratio (NBR)
Near-Infrared (NIR) Band
Short-Wave Infrared 2 (SWIR2) Band
Sensing Times
Relativized Burned Ratio (RBR)
Optimality Values
Fire Year
Ecoregion
Vegetation Types Affected by the Fire
Pre-fire vegetation information was derived from Land Use-Land Cover maps provided by the CORINE project.

General Information:
Creator: Universidad de Castilla La Mancha / Natalia Quintero, Olga Viedma, Sander Veraverbeke, José Manuel Moreno
Date of Collection: 2000-2023
Data Format: GeoJSON, CSV
Additional Information:
For a detailed explanation of the methodology, data collection process, and the significance of each attribute, please refer to the associated research paper titled "Optimising fire severity mapping using pixel-based image compositing." The paper provides comprehensive insights into the study's objectives and data processing techniques.
DOI: 10.17632/mrzgyyzt5n
title: Supplemental Tables 1 and 2

description: Supplemental Tables 1 and 2
DOI: 10.17632/ksmb3hxckj
title: Energy consumption model for over-the-air software updates in LPWAN networks: SigFox, LoRa and IEEE 802.15.4g.

description: In the article we calculated and discussed the energy cost for performing software updates in LPWAN networks LoRa, SigFox and IEEE-802.15.4g. The energy cost is determined for three different scenario's: 1) a full system update; b) an application update; c) a MAC update. In each scenario, different update methods are considered. The excel file contains the raw input data (first sheet) gathered from datasheets, standard specifications, as well as the transaction sizes in different scenario's using different update method. The transaction sizes were determined by examining the sizes of the object files and firmware in the different update scenario's and for the different update methods. The three other sheets contain the processed data presented and discussed in the article. The excel also contains VB macro's to calculate the energy consumption in the downlink for a particular transaction size (i.e. software update in our case) and technology. They are used in the last three sheets in the excel workbook.
DOI: 10.17632/3hcjjby5m7
title: Job advertisements

description: The datasets were used in a study that investigates the evolving role of Data Analytics between 2019 and 2023, analyzing the shifting job market demands for professionals in this field. Each dataset contains 9,000 job advertisements.
DOI: 10.17632/mydr3vdzcr
title: Data and Code for "Late adverse event reporting from medical device manufacturers to the FDA: cross sectional study"

description: These files represent the needed data and code to reconstruct all figures presented in "Late adverse event reporting from medical device manufacturers to the FDA: cross sectional study." In order to recreate the figures and tables, users should first run "everhart_et_al_bmj_cohort_construction.do"
followed by "everhart_et_al_bmj_analysis.do". Users will need to extract certain zip files and change directory names within the STATA do-files as appropriate. Please see the included read-me file to understand how the code and files are related, as well as the original sources for data. Some files are in ZIP files due to their size.
DOI: 10.17632/x8993tp37b
title: Evaluating Service Quality in Higher Education Institutions: A SERVQUAL-Based Study with Structural Equation Modeling in Uzbekistan

description: Evaluating Service Quality in Higher Education Institutions: A SERVQUAL-Based Study with Structural Equation Modeling in Uzbekistan
https://cmjjournal.com/volume-10-issue-1-2025/

https://www.scopus.com/sourceid/21100372440

27 Pages Posted: Last revised: 6 Jan 2025
Abbos Utkirov
Westminster International University in Tashkent

Date Written: January 06, 2025

Abstract
This study evaluates service quality in higher education institutions (HEIs) in Uzbekistan using the
SERVQUAL model, focusing on dimensions such as Tangibility, Reliability, Responsiveness,
Assurance, and Empathy. A structured questionnaire assessed students' perceptions of academic
and non-academic services. The analysis confirmed the validity of the SERVQUAL dimensions
and highlighted their significant role in influencing overall service quality. Structural equation
modeling (SEM) revealed significant relationships between Assurance, Empathy, Responsiveness,
Tangibility, and service quality. The findings emphasize the importance of aligning HEI services
with student needs to enhance satisfaction and motivation, providing actionable insights for
improving service delivery and serving as a framework for future research.

Keywords: Service Quality, Higher Education Institutions (HEIs), SERVQUAL Model, Student Satisfaction, Exploratory Factor Analysis (EFA), Reliability Analysis, SEM
DOI: 10.6084/m9.figshare.13064552.v2
title: Root respiration and other four classical root traits

description: This dataset is relevant to species specific root respiration and other four classical root traits (root N concentration, root diameter, root tissue density and specific root length).We aim to explore the relationships between root respiration and other traits across species.
DOI: 10.6084/m9.figshare.5972629.v1
title: Supplementary Material for: Glucocorticoids Reduce Aberrant O-Glycosylation of IgA1 in IgA Nephropathy Patients

description: <b><i>Background/Aims:</i></b> IgA nephropathy is associated with aberrant <i>O</i>-glycosylation of IgA1, which is recognized by autoantibodies leading to the formation of circulating immune complexes. Some of them, after deposition into kidney mesangium, trigger glomerular injury. In patients with active disease nonresponding to angiotensin-converting enzyme inhibitors or angiotensin II blockers, corticosteroids are recommended. <b><i>Methods:</i></b> The relationship between the corticosteroid therapy and serum levels of IgA, aberrantly <i>O</i>-glycosylated IgA1, IgA-containing immune complexes and their mesangioproliferative activity was analyzed in IgA nephropathy patients and disease and healthy controls. <b><i>Results:</i></b> Prednisone therapy significantly reduced proteinuria and levels of serum IgA, galactose-deficient IgA1, and IgA-IgG immune complexes in IgA nephropathy patients and thus reduced differences in all of the above parameters between IgAN patients and control groups. A moderate but not significant reduction of mesangioproliferative potential of IgA-IgG immune complexes and IgA sialylation was detected. <b><i>Conclusion:</i></b> The prednisone therapy reduces overall aberrancy in IgA1 <i>O</i>-glycosylation in IgA nephropathy patients, but the measurement of IgA1 parameters does not allow us to predict the prednisone therapy outcome in individual patients.
DOI: 10.6084/m9.figshare.7020485.v1
title: WHAT IS ORALITY TEACHING? ANALYSIS OF PROPOSALS PRESENTED IN TEACHING BOOKS FOR BASIC EDUCATION’S EARLY YEARS

description: ABSTRACT: The documents that guide Portuguese language teaching incorporate the understanding that orality is an object to be taught and learned. But how textbooks ensure the systematization of that learning axis? In this article, we investigated oral genres’ repertoire in five Portuguese textbook collections, destined for Elementary School. We analyze the activities presented in two of the five collections investigated, treating them in a predominantly qualitative way, using elements of the categorical content analysis technique. The theoretical framework is anchored in the conception of language as interaction and understanding of orality as a teaching-learning object. The activities analyzed showed a teaching proposal that allows language practices for students’ formation as citizens, together with the development of oral expression and the use of formal language in various social practices.
DOI: 10.6084/m9.figshare.12786779.v1
title: A novel outlier-adapted multi-stage ensemble model with feature transformation for credit scoring

description: 原始数据分为三个部分：澳大利亚信用数据集（Australian.csv），日本信用数据集（JapanData.csv）和波兰信用数据集（Polish.csv）。这些原始数据是从UCI机器学习库下载的。
DOI: 10.6084/m9.figshare.20290738.v1
title: Hyperspectral images classification based on multiple kernel learning using SWT and KMNF with few training samples

description: In this paper, a new techniquebased on Multiple kernel learning (MKL) with just a few training samples is proposed for HSI classification utilising stationary wavelet transform (SWT) and kernel minimal noise fraction (KMNF). 2D-SWT is applied to each spectral band to discriminate spatial information, and feature sets are created by concatenating wavelet bands. The base kernels associated with each feature set are constructed, and the optimum kernel for maximum separability is learned. The experimental results indicate that the suggested approach provides high accuracy with a low number of training samples and outperforms state-of-the-art MKL-based classifiers with no increase in computing complexity.
DOI: 10.6084/m9.figshare.23532909.v1
title: Gff annotations

description: Gff files annotating genes on mitochondrial chromosomes of Amblycera
DOI: 10.6084/m9.figshare.28442417.v1
title: supplementary data--BHB15-6.xlsx

description: Organic carbon records from core BHB15-6 in the Bohai Sea, China.
DOI: 10.6084/m9.figshare.3595677.v1
title: Supplementary Material for: Extra- and Intraluminal Elastase Induce Morphologically Distinct Abdominal Aortic Aneurysms in Mice and Thus Represent Specific Subtypes of Human Disease

description: Topical application of elastase to induce arterial aneurysm formation is an emerging murine model of vascular disease. In the context of aortic abdominal aneurysm (AAA), angiotensin II infusion and porcine pancreatic elastase perfusion models are commonly used today. This study, therefore, compares matrix remodeling, inflammation, and angiogenesis as distinct features of aneurysms in two models treated with intra-/extraluminal elastase. C57BL/6 mice underwent intra-/extraluminal elastase application via laparotomy and were followed up for 4 weeks. Basic histology and immunohistochemistry were performed at different time points along with transmission electron microscopy, PCR analysis, TUNEL assays, and blood analysis. Both models did not differ in aneurysm growth rate, but they showed distinct features and results depending on the way of elastase application. Extraluminal aneurysm induction preserved endothelial cell function and elastic fibers but showed ongoing acute inflammation, mainly in the adventitia. The destruction of elastic layers followed by chronic inflammation was a characteristic of intraluminal elastase perfusion, as well as medial angiogenesis, a key feature in human AAA. Different animal models harbor different features of human AAA and must, therefore, be chosen wisely. External elastase application mimics an acute inflammatory aneurysm, whereas intraluminal elastase perfusion shows chronic inflammation with angiogenesis and endothelial destruction, thus better mimicking human disease.
DOI: 10.6084/m9.figshare.5783214.v1
title: Heartbeat and Heartbeat scaling

description: Contains heart beat and heart beat scaling (DFA estimates) data. Both matrices are of dimensions 28x3x2, where the first dimension are the N=28 subjects, the second dimension the pharmacological conditions (1 = placebo, 2= atomoxetine and 3 = donepezil) and the third dimension the two behavioral contexts (1 = Fixation, 2 = . Task-counting).
DOI: 10.6084/m9.figshare.6466034.v1
title: Data for producing Figure 5c and d from Characteristics of hydraulic fracture surface based on 3Dscanning technology

description: The surface characteristics of fractured specimens are important in hydraulic fracturing laboratory experiments. In this paper, we present a three-dimensional (3D) scanning device assembled to study these surface characteristics. Cube-shaped rock specimens were produced in the laboratory and subjected to triaxial loading until the specimen split in two in a hydraulic fracturing experiment. Each fractured specimen was placed on a rotating platform and scanned to produce 3D superficial coordinates of the surface of the fractured specimen. The scanned data were processed to produce high-precision digital images of the fractured model, a surface contour map and accurate values of the superficial area and specimen volume. The images produced by processing the 3D scanner data provided detailed information on the morphology of the fractured surface and mechanism of fracture propagation. High-precision 3D mapping of the fractured surfaces is essential for quantitative analysis of fractured specimens. The 3D scanning technology presented here is an important tool for the study of fracture characteristics in hydraulic fracturing experiments.
DOI: 10.6084/m9.figshare.21546162.v1
title: Influence of breathing and swelling on the jelly roll-case gap of cylindrical lithium-ion battery cells

description: Cylindrical lithium-ion batteries are produced with small gaps between the jelly roll and the casing. The size of these gaps and the mechanical connection of the jelly roll can have a significant impact on the thermal and mechanical properties of cells.
DOI: 10.6084/m9.figshare.25379113.v1
title: <b>The Effects of Values Conflict on Stress in Chinese College Students: A Moderated Mediation Model</b>

description: There has been little research to date on the connections between stress and values conflict, or on the potential contributions of self-construal and self-concept clarity. A self-construal scale, depression-anxiety-stress scale, self-concept clarity scale, and portrait values questionnaire were used to survey a sample of 752 Chinese college students. The findings indicate that stress in Chinese college students was strongly correlated with the self-transcendence vs. self-enhancement values conflict, but not with the openness vs. conservation values conflict. Subsequent studies indicated that self-concept clarity acted as a partial mediating factor in this linkage. Additionally, moderated mediation analysis revealed that, in students with high levels of independent self-construal, there was a stronger relationship between values conflict and self-concept clarity than in those with low levels. These findings increase our understanding of the fundamental mechanisms underpinning the links between value conflicts and stress. This study’s limits and potential directions for future research are examined.