cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11078865
title: GloRESatE - Global Rainfall Erosivity from Reanalysis and Satellite Estimates

description: Rainfall erosivity measures the impact of rainfall kinetic energy and intensity or its potential to cause soil erosion. The sparsely available gauge rainfall dataset limits reliable rainfall erosivity assessment globally. GloRESatE is a state-of-the-art global rainfall erosivity dataset with a high spatial resolution of 0.1° × 0.1°. It integrates satellite data (CMORPH, IMERG Final Run), reanalysis data (ERA5-Land), and observations from 6,170 gauge stations worldwide. Created using advanced Gaussian Process Regression, this dataset provides accurate and reliable rainfall erosivity information. It serves as a vital resource for hydrological research, aiding studies in soil erosion, water resource management, and climate change impact assessments on a global scale.

 

Das, S., Jain, M.K., Gupta, V., McGehee, R.P., Yin, S., de Mello, C.R., Azari, M., Borrelli, P. and Panagos, P., 2024. GloRESatE: A dataset for global rainfall erosivity derived from multi-source data. Scientific Data, 11:926. https://doi.org/10.1038/s41597-024-03756-5
DOI: 10.5281/zenodo.8406085
title: GloRESatE - Global Rainfall Erosivity from Reanalysis and Satellite Estimates

description: Rainfall erosivity measures the impact of rainfall kinetic energy and intensity or its potential to cause soil erosion. The sparsely available gauge rainfall dataset limits reliable rainfall erosivity assessment globally. GloRESatE is a state-of-the-art global rainfall erosivity dataset with a high spatial resolution of 0.1° × 0.1°. It integrates satellite data (CMORPH, IMERG Final Run), reanalysis data (ERA5-Land), and observations from 6,170 gauge stations worldwide. Created using advanced Gaussian Process Regression, this dataset provides accurate and reliable rainfall erosivity information. It serves as a vital resource for hydrological research, aiding studies in soil erosion, water resource management, and climate change impact assessments on a global scale.

 

Das, S., Jain, M.K., Gupta, V., McGehee, R.P., Yin, S., de Mello, C.R., Azari, M., Borrelli, P. and Panagos, P., 2024. GloRESatE: A dataset for global rainfall erosivity derived from multi-source data. Scientific Data, 11:926. https://doi.org/10.1038/s41597-024-03756-5
DOI: 10.17632/zvyt8cs5ww.1
title: Data underlying the research into Experimental Study on "A novel multi epitope chimeric vaccine design that integrates pan genomics and reverse vaccine science, completely changing and identifying the vaccine targets of Brucella"

description: This dataset contains experimental data and numerical simulation data of "A novel multi epitope chimeric vaccine design that integrates pan genomics and reverse vaccine science, completely changing and identifying the vaccine targets of Brucella"
DOI: 10.17632/2js3mj2bsd.1
title: Xue's database

description: Grain-size data and chronological data for this study
DOI: 10.17632/h7375gs8b8.1
title: Supplementary: Remote cutaneous confocal microscopy: A multicentric prospective study evaluating diagnostic accuracy for melanoma and keratinocyte carcinoma in tertiary settings

description: Background: Cutaneous confocal microscopy (CCCM) facilitates in vivo visualisation of skin at a cellular level. Use of a “store and forward” approach for remote CCM interpretation (Remote-CCM) across multiple sites has not been tested and may increase access to non-invasive diagnosis. Objective: To test the diagnostic accuracy and safety of Remote-CCM.
Methods: We prospectively recruited lesions selected for biopsy for skin malignancy across five Australian tertiary dermatology centres. CCM, clinical and dermoscopy images were acquired pre-biopsy and accessed by a cloud-based platform for interpretation by CCM readers. CCM diagnosis was compared to histopathology results. 
Results: Amongst the 201 lesions included, melanoma was the most common malignancy (34/72, 47.2%). Of the 89 lesions (44.8%) potentially ‘saved’ from biopsy, 80 (90%) were truly benign lesions and 9 (10.1%) were missed malignant lesions of MIS (n=7) and SCC (n=2). No invasive melanomas were missed. Sensitivity of remote-CCM for detection of malignancy was 89% (95%CI 79-95%) and specificity was 64% (95%CI 55-73%).
Limitations: The study recruited from high-risk populations and excluded lesions that were not biopsied.
DOI: 10.17632/pjkbkzv2my.1
title: A novel multi epitope chimeric vaccine design that integrates pan genomics and reverse vaccine science, completely changing and identifying the vaccine targets of Brucella

description: A total of 89 Brucella proteomes were obtained from the NCBI database. For detailed information such as login numbers, microbial names, and genome upload times, please refer to Supplementary Data Sheet S1. The IPGA pan genomic analysis tool identified 2716 core genes of Brucella, for detailed information, please refer to Supplementary Data Sheet S2. The results of the subtractive proteomics study showed that out of 2716 core proteins, there are 1414 bacterial essential proteins, 1388 human non homologous proteins, 471 virulence proteins, and 121 antibiotic resistance proteins. For additional details, please refer to Supplementary Data Sheet S3 to S6. Predictions concerning the transmembrane domain, signal sequence, and 3D structure of the candidate antigen are presented in Supplementary Figures 1 and 2. Additionally, the quality validation results of MHC II molecular modeling conducted through the SWISS-MODEL server have been provided as shown in Supplementary Figures 3, 4 and 5. Supplementary Figures 6, 7 and 8 show the amino acid residues involved in the interaction between T cell epitopes and MHC molecules. This type of signal peptide is usually associated with bacterial protein secretion, and due to the absence of transmembrane helices, the vaccine does not encounter significant obstacles when expressed in vivo(Supplementary Figures 9 and 10). Additionally, data from the PDBsum server reveals that the vaccine consists of 2 sheets, 3 beta hairpins, 5 beta bulbs, 6 strands, 19 helices, 31 helix-helix interacs, 15 beta turns, 7 gamma turns, and 1 disulfide, as shown in Supplementary Figure 11. Population coverage information for other regions are available in Supplementary Table 1. The cDNA length of the vaccine was optimized to 1122 bps with a stop codon appended at the end (Supplementary Data 3.1). The vaccine displays a codon adaptation index (CAI) of 0.93 and GC content of 53.74%, both of which suggest high gene expression potential and robust expression capability in E.coli (K12 strain). Obtain mRNA sequences of vaccines using transcription and translation tools (Supplementary Data 3.2).
DOI: 10.17632/myy87wdg4f.1
title: Statistical Analyses Results

description: The present dataset provides raw data, scales, and full statistical analysis of intentions to buy nasi pecel in East Java in Indonesia, its socio-demographic determinants, and its psychological determinants such as regional consumer ethnocetrism and social identity.
DOI: 10.17632/dbtgg6mjz4.1
title: مقاومة المضادات الحيوية .. تهديد عالمي

description: مما لا شك فيه أن المضادات الحيوية منذ اكتشافها لأول مرة من قبل العالم الأسكتلندي الكسندر فيلمنغ (مكتشف البنسلين) في عام 1928 قد أحدثت ثورة طبية أسهمت في إنقاذ حياة الملايين من البشر، واستخدمت في علاج الأمراض المعدية، ومهدت الطريق لإحراز تقدم علمي هائل في عمليات زراعة الأعضاء والجراحات. ولكن ربما تحتوي كل ثورة علي بذور هلاكها كما تنبأ بذلك فيلمنغ نفسه عند تسلمه جائزة نوبل في الطب عام 1945 قائلا بأنه ليس من الصعب جعل البكتريا مقاومة للبنسلين إذا تعرضت لتركيزات غير كافية منه ، واستطرد محذراً من مغبة استشراء مقاومة البكتيريا للمضادات الحيوية، مشيرًا إلى أن زيادة الطلب على المضادات الحيوية سيفضي إلى الإفراط في استخدام العقاقير، ومن ثم ستطور البكتيريا أساليب أفضل للتصدي للمضادات الحيوية. ولم يعد ذلك مجرد تنبؤا متشائماً للمستقبل بل إنه واقع نعيشه الآن، فلقد أظهرت فعالية المضادات الحيوية تراجعا كبيرا، واليوم تشكل مسألة عدم قدرتنا علي علاج حالات العدوي الشائعة تهديداً عالمياً، لا يقل خطورةً عن التغير المناخي والتنوع البيولوجي ونحوهما ،وفي الآونة الأخيرة تصاعدت التحذيرات من قبل العلماء والأطباء وسط حالة استنفار عالمية تقودها منظمة الصحة العالمية WHO)) بأننا أمام كارثة صحية عمومية عالمية تعرقل مكافحة الأمراض المعدية، ووصفتها منظمة الأغذية والزراعة التابعة للأمم المتحدة FAO)) بأنها تمثل تهديدا كبيرا علي سلامة الغذاء والأمن الغذائي، وسبل العيش، والصحة والرعاية الحيوانية، والتنمية الإقتصادية والزراعية، والبيئة، والتنمية المستدامة. وحقيقة أن يصبح ذكر البكتيريا المقاومة للمضادات الحيوية أمراً متداولاً في المحافل الدولية (مجموعة الدول السبع وبلدان مجموعة العشرين والمنتدى الإقتصادي العالمي والجمعية العمومية للأمم المتحدة) كأزمة تهدّد البشرية لهو أمر جلل ينذر بأزمة عظيمة.
DOI: 10.17632/gv9mmyns2k.1
title: Effect of invasive acupuncture on awakening quality after general anesthesia: systematic review of randomized controlled trials

description: Contains all original source data for our systematic evaluation and meta-analysis.
DOI: 10.17632/95954hvxvj.1
title: Into the research multiverse: How decisions about data can affect the results of biomedical studies that integrate community-level data

description: Integrating electronic health record data with environmental data has the potential to enrich biomedical research with new insights into the relationship between health and environment. However, the data preparation process carries implications that have not been fully explored. The objectives of this study were to (a) determine whether and how different data preparation decisions in the same integrated dataset affected the results of the analyses and (b) identify which decisions introduced the most variability. 

For this study, we repurposed a dataset from a prior study that examined the association between poor air quality days caused by wildfire smoke and pulmonary exacerbations in people with cystic fibrosis. The clinical dataset was created by querying the Cystic Fibrosis Foundation Patient Registry and pulling the data of patients treated at Oregon Health & Science University’s Cystic Fibrosis Care Center and Doernbecher Children’s Hospital from 2010 to 2019 (inclusive). Community-level data about fine particulate matter (PM2.5) was obtained from the EPA’s Air Quality System DataMart. We developed an algorithm that ran the same dataset through a variety of plausible decisions in preparing the data and generated the same statistical output for each analysis. We compared point estimate odds ratios, confidence intervals, and p-values and evaluated how data preparation approaches affected the characteristics of resulting patient cohorts. A total of 135 data preparation pathways generated 93 unique odds ratios, of which 26 appeared more than once in the results. The resulting odds ratios ranged from 0.83 to 2.93, with a mean of 1.31 (SD ±0.37). More than half (50.37%) of the results had a p-value ≤0.05. Different data preparation decisions removed up to 87.23% of patients and 93.51% of patient days. The percentage of patient days contributed by patients living in urban areas varied between 67.54% and 98.73%.
DOI: 10.17632/3jxykhd6th.1
title: Bulk RNA-seq data and analysis code for: Interplay between matrix viscoelasticity and integrin engagement modulates cancer-associated fibroblast plasticity

description: Bulk RNA-seq data and analysis code for: Interplay between matrix viscoelasticity and integrin engagement modulates cancer-associated fibroblast plasticity
Raw_count_1 and metadata_1 are data for Figure 3, 4 and supplementary figure 1. Raw_count_2 and metadata_2 are data for Figure 5 and supplementary figure 2. 
CAF subset-specific markers derived from previous study: DOI: 10.1002/advs.202307129, is included in invivo_CAF_markers.
DOI: 10.17632/3jxykhd6th.2
title: Bulk RNA-seq data and analysis code for: Interplay between matrix viscoelasticity and integrin engagement modulates cancer-associated fibroblast plasticity

description: Bulk RNA-seq data and analysis code for: Interplay between matrix viscoelasticity and integrin engagement modulates cancer-associated fibroblast plasticity
Raw_count_1 and metadata_1 are data for Figure 3, 4 and supplementary figure 1. Raw_count_2 and metadata_2 are data for Figure 5 and supplementary figure 2. 
CAF subset-specific markers derived from previous study: DOI: 10.1002/advs.202307129, is included in invivo_CAF_markers.
DOI: 10.17632/3jxykhd6th.3
title: Bulk RNA-seq data and analysis code for: Interplay between matrix viscoelasticity and integrin engagement modulates cancer-associated fibroblast plasticity

description: Bulk RNA-seq data and analysis code for: Interplay between matrix viscoelasticity and integrin engagement modulates cancer-associated fibroblast plasticity
Raw_count_1 and metadata_1 are data for Figure 3, 4 and supplementary figure 1. Raw_count_2 and metadata_2 are data for Figure 5 and supplementary figure 2. 
CAF subset-specific markers derived from previous study: DOI: 10.1002/advs.202307129, is included in invivo_CAF_markers.
DOI: 10.17632/spzgbyfhj8.1
title: Data for: Fine-Tuned Essay Marking using Artificial Intelligence: Evidence using ChatGPT

description: Data for: Fine-Tuned Essay Marking using Artificial Intelligence: Evidence using ChatGPT
DOI: 10.17632/xgkwp3hbcg.1
title: Replication Data for: The nature of electronic complaints about dark tourism destinations: a machine learning approach

description: This dataset includes replication data for the paper "Sann, R., Lai, P. C., Liaw, S. Y., & Chen, C. T. (2024). The nature of electronic complaints about dark tourism destinations: a machine learning approach. Journal of Heritage Tourism, 1–23. https://doi.org/10.1080/1743873X.2024.2399208”
DOI: 10.17632/c2djz95y6t.1
title: Simple local composite flap for a large superior helical rim defect

description: Supplemental Figure 1 Legends:
a, b. Nevus in the superior helical rim, showing anterior and posterior views.
c. Large defect on the superior helical rim after surgery, involving almost a third of the helical rim.
d. Design of the bipedicle advancement and transposition flaps on the retroauricular skin.
e. Separation of the subcutaneous tissue above the perichondrium with blunt dissection to form a skin bridge.
f. The surgical site after suturing of the bipedicle advancement flap.
g. Suturing of the postauricular transposition flap to cover the secondary defect.
h. Excellent restoration of the helical profile at the one-month follow-up, showing posterior views.
DOI: 10.17632/z3s93b6r3r.1
title: Tail Assignment Problem with Hour-to-Cycle Ratio Constraints

description: There are 160 instances for the problem. Each file contains data for an instance.
The name of the files represents the parameter setting used.
N(x) indicates there are x aircraft in the instance.
delta(x) indicates that the difference between lower and upper bounds on hour-to-cycle ratio is x
k(LB-UB) indicates the cost of violating bounds on hour-to-cycle ratio for aircraft is generated from U(LB,UB)
m(LB-UB) indicates the early maintenance cost for aircraft is generated from U(LB,UB)
We have 5 replications for each parameter setting. rep(1), rep(2), rep(3), rep(4), and rep(5) indicates the replication number.
Also, There are 50 instances to assess the effect of variance on the problem. Each file contains data for an instance.
VarianceEffect_rep(x) indicates that the replication number is x.
DOI: 10.17632/vxh3nwcr2k.1
title: Decoding ALKBH5 in Thyroid Carcinoma: A Triangulated Exploration of Bioinformatics, Clinical Insights, and Cellular Dynamics

description: Decoding ALKBH5 in Thyroid Carcinoma: A Triangulated Exploration of Bioinformatics, Clinical Insights, and Cellular Dynamics
DOI: 10.17632/jcd7nn3mwy.1
title: EN in Pediatric ECMO

description: This dataset contains clinical information for pediatric patients undergoing ECMO treatment, focusing on key variables related to patient demographics, treatment outcomes, and nutritional support. The data includes details on gender, age, weight-for-age Z-score, admission diagnosis (specifically pneumonia), and various treatment-related metrics such as total hospital length of stay, PICU stay duration, mechanical ventilation time, and ECMO duration.

Important clinical indicators such as the use of CRRT, successful ECMO weaning, ECMO mode, and Vasoactive-Inotropic Scores (VIS) across different time points (pre-ECMO and days 1-5) are recorded. Nutritional parameters, including whether EN was initiated within 24 or 48 hours, the number of EN interruptions, and average protein and caloric intake, are also captured. Additionally, the dataset includes energy and protein intake adequacy, along with PRISM3 scores to assess the severity of illness.

This dataset provides a comprehensive view of the clinical course of ECMO patients, highlighting the relationships between ECMO treatment, vasoactive support, and nutritional outcomes.
DOI: 10.17632/pvdgsgnzyr.1
title: Is There Truth in Pictures? The Impact of Images on Older Adults' Information Judgement and the Role of Metacognitive Reflection

description: Relevant but nonprovocative photographs make it easier for people to judge sentences as true. This phenomenon is known as the truthiness effect of nonprobative photos. It is unclear whether older adults are influenced by nonprobative photos. In two experimental studies (N = 375), we tested whether the truthiness effect of nonprobative photos exists in both older adults and younger adults and further explored whether metacognitive reflection prompts could eliminate this effect. Study 1, the results revealed that the truthiness effect of nonprobative photos differed between younger and older adults, with younger adults showing a truthiness effect when judging true declarative sentences and older adults showing a truthiness effect when judging false declarative sentences; however, this performance of older adults was similar to that of younger adults with an intuitive cognitive style. Study 2, although the truthiness effect of nonprobative photos appears in both older adults and younger adults, it can be alleviated with metacognitive reflection prompts. Limited exposure to the internet coupled with the natural decline in cognitive abilities means that older adults are increasingly at risk of being influenced by misinformation. Our findings are critical to raising awareness of photo authenticity and preventing the spread of misinformation.
DOI: 10.17632/pw4h7zwvzz.1
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/s67m8ycy7h.1
title: The impact of management support on sustained agile usage: the role of agile training, the agile mindset, and team resilience

description: This coded data file was used for the analysis conducted for the research "The impact of management support on sustained agile usage: the role of agile training, the agile mindset, and team resilience".
DOI: 10.17632/v7d5xg3ssk.1
title: FTIR and RAMAN Data of MPs in Nemertea

description: The microplastics found in Nemertea were analysed using FTIR-ATR and confocal Raman spectroscopy. The data sets were converted to CSV files and then analysed using Openspecy and Spectragryph. These tests were done to confirm that the plastic particles found in Nemertea belong to which plastic polymer type. These tests were also performed to confirm that the particles found in Nemertea were plastic polymers. Some representative data are provided here.
DOI: 10.17632/3w8955hk5t.1
title: Leveraging Machine Learning to Analyze the Impact of Public Sentiment on the Stock Performance of Vietnamese Banks: An Integrative Analysis of Financial Metrics and Financial News Data

description: Research hypothesis:
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DOI: 10.17632/r5xvkmdjpv.1
title: Handicraft and Design collaboration: approaches and dynamics

description: Thematic analysis and thematic co-occurrence was used to examine the existing literature. Open coding was done for identified papers to find out what is the reason behind traditional handicrafts and design integration and how it is happening. From the writers' qualitative statements, general information was extracted from each study. Excerpts from each selected article were combined into larger codes without attribution. Then the gathered material was again reformed into basic codes, allowing the content to lead the construction of the codes rather than any preconceived notions. These basic codes were further clubbed together to form larger themes. These themes were meant to identify broader meaning from the data.
DOI: 10.17632/5d7bgdjv5r.2
title: Data_XuhanDongGCAsubmitted2024

description: All produced in this study and literature data used in the figures in the manuscript are provided.
DOI: 10.17632/5d7bgdjv5r.3
title: Data_XuhanDongGCAsubmitted2024

description: All produced in this study and literature data used in the figures in the manuscript are provided.
DOI: 10.17632/r5xvkmdjpv.2
title: Handicraft and Design collaboration: approaches and dynamics

description: Thematic analysis and thematic co-occurrence was used to examine the existing literature. Open coding was done for identified papers to find out what is the reason behind traditional handicrafts and design integration and how it is happening. From the writers' qualitative statements, general information was extracted from each study. Excerpts from each selected article were combined into larger codes without attribution. Then the gathered material was again reformed into basic codes, allowing the content to lead the construction of the codes rather than any preconceived notions. These basic codes were further clubbed together to form larger themes. These themes were meant to identify broader meaning from the data.
DOI: 10.17632/5d7bgdjv5r.1
title: Data_XuhanDongGCAsubmitted2024

description: All produced in this study and literature data used in the figures in the manuscript are provided.
DOI: 10.17632/5d7bgdjv5r.4
title: Data_XuhanDongGCAsubmitted2024

description: All produced in this study and literature data used in the figures in the manuscript are provided.
DOI: 10.17632/gcxfhjjmw5.1
title: Predictive Factors for the Effectiveness of Biologic Therapies in Patients with Psoriatic Arthritis: A Prospective Observational Cohort Analysis
DOI: 10.17632/gcxfhjjmw5.2
title: Predictive Factors for the Effectiveness of Biologic Therapies in Patients with Psoriatic Arthritis: A Prospective Observational Cohort Analysis

description: Mendeley Supplementary Methods and Tables
DOI: 10.17632/d78rb7cryp.1
title: Libya and its foreign relations in the light of an American report in 1973 An analytical study

description: Official documents such as reports and exchanged telegrams, whether you are secret or available, are among the most prominent historical sources that specialists rely on for writing history and its methods. The internal and external relations of Libya, and I decided to review this report and detail what it contains of very important information and analyze it according to the nature of the relations that the US administration had with the Libyan government 
The report included information about the Libyan political system, the economic and financial reality, the cultural issue, and the nature of the relations that link the Libyan government to European countries and the United States in particular.