cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/w5p6pk3jgf
title: Data Set of Modelling Financial Inclusion Measurement Scale (FIMS) Approach on Citizen Upliftment

description: The article presents a unique dataset on Modelling Financial Inclusion Measurement Scale (FIMS) Approach on Citizen Upliftment. The dataset was ensuring the access of financial services, offering secured financial solutions and confirming the adequate credit where needed by vulnerable groups or underprivileged segments of India at an affordable cost without any signs of inequality and unbiased treatment. We have recorded 205 response from Google form and 200 response from interview schedule completely 405 Sample through snowball sampling technique. Every respondents is identified as a referee for further driving of sample. The responses were collected between August 1 to October 15, 2021 through the Google form and interview schedule
DOI: 10.17632/zhnvwsd7hs
title: Bridging the Gap: Central Kurdish Speech Corpus Construction and Recognition System Integration

description: Today, speech synthesis plays a vital role in the daily operations of computers worldwide. The Central Kurdish Speech Corpus Construction serves as a crucial data source for developing text-to-speech systems. Despite its significance, two primary challenges hinder its optimal performance: inefficiencies in training and analysis, as well as difficulties in modeling. The most significant barrier to text-to-speech in the Kurdish language is the lack of efficient tools and pure and clear datasets. To tackle this issue, the corpus introduces the Gigant KTTS, a large Kurdish Text-to-Speech Dataset, which includes written sentences and speech corpus for the Central Kurdish dialect. To ensure diversity, a variety of subjects recorded the 6,078 sentences covering 12 document topics in a professional studio. These sentences were recorded by a Kurdish male dubber to accurately represent the Central Kurdish dialect. The recording process utilized a combination of audio and visual sources in a controlled, low-noise environment, resulting in a total recording duration of 13.63 hours, with the sentences saved in the WAV format.

The process of recording and editing audio took 10 days to complete. It included capturing 6078 WAV files and 13.63 hours of recorded speech.
The audio files are saved in WAV format, and the text sentences are stored in an Excel file. All audio files are stored in a single folder, and their names include the file extensions. Each transcript corresponds to a specific audio file and is referenced by an ID, which is the same as the audio file's name.

The dataset was prepared to conform to a Gaussian distribution, enhancing the effectiveness of model training and minimizing bias in record length.
DOI: 10.17632/cx25snfmt9
title: Misinformation vs. science on climate change

description: data used for climate change misinformation paper t
DOI: 10.6084/m9.figshare.24088002.v1
title: Supplementary Material for: Regulatory qualification of a cross-disease digital measure: benefits and challenges from the perspective of IMI consortium IDEA-FAST

description: Background: Innovative Medicines Initiative (IMI) consortium IDEA-FAST is developing novel digital measures of fatigue, sleep quality and impact of sleep disturbances for neurodegenerative diseases and immune-mediated inflammatory diseases. In 2022, the consortium met with the European Medicines Agency (EMA) to receive advice on its plans for regulatory qualification of the measures. This viewpoint reviews the IDEA-FAST perspective on developing digital measures for multiple diseases and the advice provided by the EMA. Summary: The EMA considered a cross-disease measure an interesting and arguably feasible concept. Developers should account for the need for a strong rationale that the clinical features to be measured are similar across diseases. In addition, they may expect increased complexity of study design, challenges when managing differences within and between disease populations and the need for validation in both heterogeneous and homogeneous populations. Key messages: EMA highlighted the challenges teams may encounter when developing a cross-disease measure though benefits potentially include reduced resources for technology developer and health authority, faster access to innovation across different therapeutic fields and feasibility of cross-disease comparisons. The insights included here can be used by project teams to guide them in the development of cross-disease digital measures intended for regulatory qualification.
DOI: 10.6084/m9.figshare.647740.v1
title: CIL:40392

description: Scanning electron microscope image of Helianthus annuus (sunflower) stem epidermal surface, showing a trichome (finger-like projection) and a stomata (pore used for gas exchange). This image is part of a group on botanical stems (CIL:40378-40395).
DOI: 10.6084/m9.figshare.9037829.v3
title: Data for Ripperger et al. 2019 "Vampire bats that cooperate in the lab re-form their social networks in the wild" Current Biology

description: Data for Ripperger et. al. 2019 "Vampire bats that cooperate in the lab re-form their social networks in the wild" Current Biology<br>
DOI: 10.17632/nk88nmvshx
title: Data for: Numerical modelling and optimization of Vertical Axis Wind Turbine pairs: a scale up approach

description: Results from CFD simulations. ID code refers to the following: [Turbine spacing with respect to turbine diameter] _ [Angle to wind direction] _ [Direction of rotation] The values were normalised with respect to the performance of a VAWT in isolation.
DOI: 10.6084/m9.figshare.14112968.v2
title: An urban extent dataset in late imperial China in 15th-19th centuries

description: we reconstruct the urban extents for China that extend back from 15th century to 19th century based on multiple historical documents. Cities in late imperial China (the Ming and the Qing Dynasties, 1368-1911) generally had city walls, and these walls were usually built around the urban built-up area. By restoring the scope of the city walls, the urban extend in this period could be restored. Firstly, we collected the years of construction or reconstruction of city walls from the historical data. Specifically, the period in which the scope of the city wall keeps unchanged is recorded as a lifetime of it. Secondly, specialization of the scope of the city wall could be conducted based on the urban morphology method, and variety of documentation, including the historical literature materials, the military topographic maps of the first half of the 20th century, and the remote sensing images of the 1970s. Correlation and integration of the lifetime and the spatial data would produce China City Wall Areas Dataset (CCWAD) in late imperial. Based on the proximity to the time of most of the city walls, we generated China Urban Extent Dataset (CUED) in the 15th-19th centuries in six representative years (i.e., 1400, 1537, 1648, 1708, 1787, and 1866).
DOI: 10.17632/nrzws4f9mf
title: datasets for: Sustainable Competitive Advantage in Retail Supply Chains: A Text Analytics Review

description: The results of the text mining indicate that companies active in the retail industry should focus on both tangible and intangible assets and examine the interrelationships between organizational performance and resource management. They should also place greater emphasis on predictive models based on data analysis to forecast demand and supply conditions for managing business operations and inventory management, while also improving their decision-making capabilities. Additionally, branding strategies and supply chain networks play a significant role in shaping retail business operations. Overall, it is essential to focus more on risk management, technology utilization, data-driven strategies for decision-making, innovation, and resource management in retail supply chain management to attain competitive advantage.
DOI: 10.17632/y9htx3fcjm
title: P. aeruginosa Genome-scale Metabolic Network - CCBM1146

description: Metabolic network model of P. aeruginosa CCBM1146: an improved version of the IMO1056 model genome-scale metabolic network.
The model -CCBM1146- which we propose, consists of 1146 genes encoding for 826 enzymes, 136 protein complexes, and transport proteins; it contains 1123 reactions and 880 metabolites.
The first sheet of the excel file contains all data of the metabolic model (description of the model). The second sheet contains data about the metabolites list included in the model. The third sheet contains information of the Biomass reaction. And the fourth sheet contains data to perform the Flux Balance Analysis.
DOI: 10.17632/nf8dvfyy7p
title: Inventory of Soil Heavy Metal Concentrations in Lafayette, Louisiana Using X-ray Fluorescence Analysis

description: The hypothesis of this study is that soil lead (Pb) contamination in urban areas of Lafayette, LA, is significantly influenced by socioeconomic factors and historical land use. The study aims to comprehensively map and analyze soil contamination, understand its socioeconomic impacts. The ultimate goal is to equip the community with critical data to mitigate heavy metal exposure and inform future urban planning and public health policies.

Key Findings:
- Soil Pb Concentrations: The median soil Pb concentration across all samples was 27 mg/kg, below the median geochemical background of 33 mg/kg measured in sediment samples from a small Louisiana drainage basin. However, significant variability was observed, with concentrations ranging from &lt;8 to 6877 mg/kg.
- Spatial Distribution: The highest soil Pb concentrations were found in the historic city center, with census tracts 1, 22, 8, and 9 exhibiting the highest median concentrations. These areas have a higher prevalence of older housing, which is a significant predictor of increased soil Pb contamination.
- Public Areas vs. Residential Areas: Residential areas, particularly near house foundations and street sides, showed higher Pb concentrations compared to public parks and open spaces. This highlights the influence of historical use of lead-based paints and proximity to traffic emissions.

The study's findings can be used to:
- Inform Urban Planning: Data on Pb hotspots can guide urban planners in prioritizing soil remediation.
- Public Health Policies: Health departments can use this data to focus on high-risk areas for lead exposure and implement community health interventions.
- Community Engagement: By sharing these results with the community, awareness can be raised about soil contamination risks and the importance of soil testing and remediation.

This study provides critical insights into the distribution of heavy metals in urban settings, emphasizing the need for preventative measures and targeted interventions to mitigate exposure risks. The comprehensive mapping and analysis of soil contamination in Lafayette, LA, serve as a model for addressing similar issues in other urban areas, contributing to the broader understanding of environmental justice and public health.
DOI: 10.6084/m9.figshare.28513592.v1
title: Supplementary Material for: Improving Accuracy and Source Transparency in Responses to Soft Tissue Sarcoma Queries using GPT-4o Enhanced with German Evidence-Based Guidelines

description: Introduction: This study aimed to evaluate the effectiveness of GPT-4o, with and without Retrieval-Augmented Generation (RAG), in responding to soft tissue sarcoma (STS)-related queries. 
Methods: The study used a 20-question dataset derived from clinical scenarios related to adult STS. The responses were generated by GPT-4o with and without the RAG approach. The RAG system incorporated the English version of German evidence-based S3 guidelines through an embedding-based retrieval system. Two sarcoma experts evaluated the responses for accuracy, comprehensiveness, and safety using a Likert scale. Statistical analyses were conducted to compare the performances.
Results: GPT-4o with RAG outperformed the model without RAG across all evaluated areas (p&lt;0.05). GPT-4o without RAG had a 40% error rate, which was reduced to 10% by the RAG approach. In 90% of the questions, the pages with the relevant information that addressed the questions were correctly cited using the retrieval system.
Conclusion: The RAG approach significantly enhanced the performance of GPT-4o in answering STS-related questions. However, the model still produced incorrect responses in certain complex scenarios. GPT-4o, even with RAG, should be used cautiously in clinical settings, particularly for rare diseases like sarcoma. Human expertise remains irreplaceable in medical decision-making.
DOI: 10.17632/6gcn6khbyf
title: Wound Care Adherence in Mohs Micrographic Surgery: A Prospective Cohort Study

description: Supplemental Material for "Wound Care Adherence in Mohs Micrographic Surgery: A Prospective Cohort Study" Manuscript
DOI: 10.6084/m9.figshare.14729052.v1
title: 500IMG

description: 500IMG is an image dataset comprising 500 clean images collected from the Internet. It can be used to generate the synthetic training dataset for machine-learning/deep-learning-based dehazing algorithms.
DOI: 10.17632/yp9h88kwwj
title: Data for: Enhanced spectroscopic properties with Y2O3/Al2O3 ratio in Ho3+-doped sol-gel high silica glasses

description: FTIR absorption spectrum
DOI: 10.6084/m9.figshare.21532882.v1
title: Additional file 15 of Single-cell and bulk RNA sequencing reveal ligands and receptors associated with worse overall survival in serous ovarian cancer

description: Additional file 14: Supplementary Tables (S1-S10).
DOI: 10.6084/m9.figshare.26995555.v1
title: Dynamic processes and the iterative effect of the finest roots on forest soil carbon accrual in the Northern Hemisphere

description: The dataset includes four parts: (1) decomposition records of each harvest from original observations and the fitting of decomposition rates and curves of the finest roots (i.e., absorptive roots) ("decomposition.origin.xlsx", "decomposition_ rate_fitting.R"); (2) the uncertainty analysis of standing biomass, turnover rate, and productivity of absorptive roots, as well as the iterative effects of absorptive root and leaf litters on soil carbon accural ("data.xlsx", "Data analysis.R"), which also includes the grouping of two mycorrhizal types (i.e., arbuscular mycorrhizal and ectomycorrhizal species) and in two biomes [ i.e., (sub)tropical, and temperate forests] ("data_group.xlsx", "Data analysis.R"); (3) the influence of biotic and abiotic factors on absorptive root dynamics ("factors.xlsx", "Data analysis.R"); (4) relationships between absorptive root traits and absorptive root processes ("trait_process.xlsx", "Data analysis.R").This dataset provides biomass, turnover, and decomposition rates of absorptive roots across major forest types in the Northern Hemisphere. Original observations of absorptive root biomass, turnover, and decomposition rates were documented in "factors.xlsx", collected from publications via the ISI Web of Science, Google Scholar, and the China National Knowledge Infrastructure.The main codes of the study contain two parts: (1) decomposition curve optimized with the nonlinear least squares and the mean decomposition curve estimated by the maximum likelihood regression of absorptive root litters ("decomposition_rate_fitting.R") where two more scripts are used for curve fitting and plotting ("fun_scan_3par.R", "plot_func.R"). (2) statistics analysis of the datasets ("Data analysis.R") where one more script is used for the calculation (“analysis_func.R"). The users can run the two main R codes in the R environment of version 3.1.4. The results of decomposition curve fitting and samplings will be generated into two result folders: "result_decomposition" and "result_boot" separately.Please note that all the original data files and codes should be put in the same folder and the users need to set the workspace in the data folder first before running the codes.
DOI: 10.6084/m9.figshare.8019659.v2
title: Road Map for Holistic Healthcare Approach

description: The book looks towards the reorganization of the quality of life for the generations to come through a new concept of health care for the Arab nation's competitiveness. Dr Buheji and the other well known co-authors reflect their wide experiences, studies and analyses of best practice to a directions that would enhance our Choices..Directions..Decision of how to manage our life. “Our Healthcare Choices..Directions..Decisions” addresses to all the practitioners in service industry the need to change our way of dealing with life, through avoiding practices that lead enhance the attitude of being co-dependent. The example taken by the Leading Author (Dr Buheji) illustrates that through simple but focused thinking, we can help create generations that aspire to be healthy and profitable and a society qualified to be competitive. The book addresses the underlying forces driving the concept of universal health care and the difference between growth and development in the health care and its relevant social welfare services. Dr Buheji & team discuss the ethics and values through that can be developed to create more ability to Pull people away from being sick and towards the scale of being healthy and fit most of the time. Also, the authors discuss their experience of how to make our hospitals leaner through special Competitiveness Labs. The book deals with integrated planning in health care. Dr Buheji and his co-authors address the gaps between the stages of the journey of health care and the problems of overall focused thinking in the medical sector. Dr Buheji goes into giving examples about certain applications such as “differential diagnosis”, as a tool of intelligence classification and early detection.
DOI: 10.6084/m9.figshare.27719568.v1
title: SPMIL_main_code_20241114

description: SPMIL main code
DOI: 10.6084/m9.figshare.14811363.v1
title: Data for "Literary runaway: Increasingly more references cited per academic research article from 1980 to 2019"

description: Data are either retrieved from JCR incites or manually collected from Journal articles.
DOI: 10.6084/m9.figshare.25838260.v1
title: 20240517_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.5104552.v1
title: Supplementary Material for: Two-Photon Microscopy of Vital Murine Elastic and Muscular Arteries

description: Understanding vascular pathologies requires insight in the structure and function, and, hence, an imaging technique combining subcellular resolution, large penetration depth, and optical sectioning. We evaluated the applicability of two-photon laser-scanning microscopy (TPLSM) in large elastic and small muscular arteries under physiological conditions. Elastic (carotid) and muscular (uterine, mesenteric) arteries of C57BL/6 mice were mounted in a perfusion chamber. TPLSM was used to assess the viability of arteries and to visualize the structural components elastin, collagen, nuclei, and endothelial glycocalyx (EG). Functionality was determined using diameter changes in response to noradrenaline and acetylcholine. Viability and functionality were maintained up to 4 h, enabling the assessment of structure-function relationships. Structural vessel wall components differed between elastic and muscular arteries: size (1.3 vs. 2.1 µm) and density (0.045 vs. 0.57 µm<sup>–2</sup>) of internal elastic lamina fenestrae, smooth muscle cell density (3.50 vs. 1.53 µm<sup>–3</sup>), number of elastic laminae (3 vs. 2), and adventitial collagen structure (tortuous vs. straight). EG in elastic arteries was 4.5 µm thick, covering 66% of the endothelial surface. TPLSM enables visualization and quantification of subcellular structures in vital and functional elastic and muscular murine arteries, allowing unraveling of structure-function relationships in healthy and diseased arteries.
DOI: 10.6084/m9.figshare.27741678.v1
title: Harr Gupta et al. raw data

description: Bleomycin was intratracheally delivered to mouse lungs to induce fibrosis. At different time points post-bleomycin, precision-cut lung slices (PCLS) from fibrotic mouse lungs were incubated with radiolabeled peptide ([<sup>64</sup>Cu]Cu-PEG-FUD) and radioactivity was quantified via gamma counting and autoradiography. Alternatively, at different time points post-bleomycin, fluorescently labeled peptide (Cy5-PEG-FUD) was delivered to mice subcutaneously, followed by relevant organ <i>ex vivo</i> IVIS fluorescence imaging and signal quantification. Additionally, lung sections were stained with Mason's trichrome staining and subsequently subjected to Ashcroft scoring to determine the level of fibrotic burden.
DOI: 10.6084/m9.figshare.7518947.v1
title: Effects of Hypoxia on Heart Rate Variability in Healthy Individuals: A Systematic Review

description: Abstract Background: Hypoxia is a physiological condition that may affect the cardiac autonomic modulation, which can be assessed by spontaneous fluctuations in heart rate, know as heart rate variability (HRV). Studies have reported reductions or maintenance of HRV in hypoxic situation presenting controversial effects. There is a knowledge gap in relation to changes in HRV during hypoxia. Objective: The aim of this study was to systematically review the effects of hypoxia on HRV in unacclimatized healthy adults at rest. Methods: This systematic review was performed according to PRISMA guidelines. Search terms used in MEDLINE, SCOPUS, LILACS and EUROPE PMC database were: "heart rate variability" OR "cardiac autonomic modulation" OR "cardiac autonomic regulation" AND NOT intermittent NOT sleep (hypoxia OR altitude). Records were filtered by species, age group and language. Results: At the end of the screening and eligibility, 13 manuscripts remained for qualitative synthesis. Discussion: The studies used different experimental protocols involving difference in barometric pressure, oxygen level, time of exposure to hypoxia and control of respiratory rate. Possibly the influence of these factors and also the interindividual variation to hypoxia may justify different responses in HRV. Conclusion: Based on the investigated studies, hypoxia has been capable of generating a decrease in HRV, either by reduction or maintenance of vagal modulation, or by sympathetic predominance or even the combination of these responses in healthy adults unacclimatized to hypoxia. This effect appears to be dependent on altitude level and barometric pressure. (Int J Cardiovasc Sci. 2017;30(3):251-261)
DOI: 10.6084/m9.figshare.3525368.v1
title: Appendix A. A description of the statistical methods.

description: A description of the statistical methods.
DOI: 10.17632/br8gsspwj9
title: The nutritional and economic potential of tofu dreg (okara) and its utilization for food products in Indonesia

description: The data set for manuscript entitled "The nutritional and economic potential of tofu dreg (okara) and its utilization for food products in Indonesia" which is submitted to Food Reviews International Journal with Submission ID 236715925
DOI: 10.6084/m9.figshare.25852798.v2
title: Καρδία in the New Testament and Other Ancient Greek Literature; Using a Corpus Approach to Investigate the Semantics of Καρδία Against the Backdrop of New Testament Lexicography

description: The Word2Vec models trained and used in the bachelor's thesis "Καρδία in the New Testament and Other Ancient Greek Literature; Using a Corpus Approach to Investigate the Semantics of Καρδία Against the Backdrop of New Testament Lexicography".The models were trained on the Diorisis corpus: Vatri, A., and B. McGillivray. "The Diorisis Ancient Greek Corpus: Linguistics and Literature", <i>Research Data Journal for the Humanities and Social Sciences</i> 3, 1 (2018): 55-65, doi: https://doi.org/10.1163/24523666-01000013