cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7ft42wc94w
title: Data for: Oriented efficient biosynthesis of rare ginsenoside Rh2 from PPD by compiling UGT-Yjic mutant with sucrose synthase

description: Ginsenoside Rh2 (3β-O-Glc-protopanaxadiol), a trace but an important pharmacological component of ginseng, has exhibited excellent medicinal potential. Many studies have found that the synthesis of Rh2 by UDP-glucosyltransferase (UGT) is an alternative production strategy. In this study, Yjic from B. subtilis 168 was found to synthesize ginsenoside F12 (3β,12β-Di-O-Glc-protopanaxadiol) and Rh2 at a ratio of 7:3. Yjic regioselectivity toward Rh2 synthesis was successfully improved using a semi-rational design including structure-guided alanine scanning and saturation mutations. As a result, mutant M315F was found to efficiently synthesize Rh2 (~99%) and block the further glycosylation of C12-OH. The circulation of UDPG was achieved by combining M315F with AtSuSy through a cascade reaction. Furthermore, an extraordinarily high yield of Rh2 (3.7 g/L) was attained in an aqueous solvent system with 17% DMSO (v/v) through the fed-batch feeding of PPD. This study presents the high potential for the oriented preparation of ginsenoside Rh2.
DOI: 10.17632/7ygh4gp5hg
title: Data for: Prediction of Mechanical properties of grafted kaolinite - a DFT study
DOI: 10.17632/c56yv59sdb
title: Characterizing the schooling cycle

description: Files to replicate results of paper "Characterizing the schooling cycle" by Sadaba, B., Vujic, S., and Maier, S. (2024) Economic Modelling. 

This paper examines the cyclical dynamics of school participation decision, using data for 16-
24-year-olds attending full-time post-compulsory education in the UK in the period from 1995Q1 to
2019Q4. We nd evidence of a highly persistent education cycle, largely explained by the business
cycle. Importantly, the response of school participation to the business cycle is time-dependent--
counter-cyclical in the period around the Great Financial Crisis and pro-cyclical in other years. We
propose two channels as predictors of the cyclicality of schooling participation--the ability-to-pay for
further education and the opportunity-cost of spending time in education rather than at work. We
also show that the results are heterogeneous by gender, with female choices being more responsive to
changes in aggregate macroeconomic conditions than male choices. Timely policy interventions using
regular education as a counter-cyclical tool can help prevent persistent or permanent unemployment
in the aftermath of a crisis.
DOI: 10.17632/c5xn6cfg8y
title: Grantha Palm Leaf Images

description: Grantha Palm leaf images are palm leaf images collected from the Oriental Research Institute at the University of Kerala. Grantha characters are characters used in the southern part of India to write the Sanskrit language. The Sanskrit language is the official language in ancient India. Most of the literature and culture work of Ancient India is written in the Sanskrit language. These palm leaf images are rich resources for valuable information regarding a particular time period. This dataset consists of two folders representing palm leaf images from two palm leaflet books:- IsadiUpanishad and Kalaprakasika.
DOI: 10.17632/htkn8ky6zz
title: Progammable Autonomous Water Sampler - PAWS

description: Water chemistry conditions in freshwater and marine environments can change rapidly over both space and time. This is especially true in environments that are exposed to anthropogenic impacts such as sedimentation, sewage, runoff and other types of pollution. It is critical in studying these systems that researchers have tools capable of accurately collecting water samples across relevant spatial and temporal scales. Here we present an inexpensive, open-source Programmable Autonomous Water Sampler (PAWS) that is open source, compact, robust, highly adaptable and submersible to 40 meters. PAWS utilizes a time-integrated sampling approach by collecting a single sample in a syringe slowly over hours to days. Once analyzed, data from the sample collected represents and integrated average of water chemistry conditions over time. Due to its adaptability and low cost, PAWS has the potential to vastly improve the spatial and temporal coverage of many freshwater and marine studies.
DOI: 10.17632/rtzby7pv7m
title: A benchmark dataset for multi-objective flexible job shop cell scheduling

description: This dataset is motivated by the multi-objective flexible job shop scheduling problem in a cellular manufacturing environment, as presented in [1]. The dataset is elucidated in a corresponding data article intended for publication in 'Data in Brief'. This dataset includes a set of synthetically generated problem instances for the FJCS-SDFSTs-ITTs benchmark problem with various characteristics.  These problem instances can be used by researchers to compare the performance of heuristic and meta-heuristic solution strategies. The data article provides details about the naming of the instances and solutions, the instance generation procedure, the heuristic methods used for computing the solutions, and the mathematical problem formulation. 

[1] Deliktaş, D., Özcan, E., Ustun, O., Torkul, O., (2021). Evolutionary algorithms for multi-objective flexible job shop cell scheduling, Applied Soft Computing 113(A), 107890. https://doi.org/10.1016/j.asoc.2021.107890.
DOI: 10.17632/pjyckryffy
title: Dataset for the main engines turbocharger explosions (1977-2022)

description: Analysis of the population of 42 marine main engines turbocharger explosions which occurred in the years 1977-2022.
DOI: 10.17632/4mvk4nxrkz
title: EXPERIMENTAL INVESTIGATIONS ON HEAT TRANSFER OF CO2 UNDER SUPERCRITICAL PRESSURE IN HEATED HORIZONTAL PIPES - EXPERIMENTAL DATASET

description: This publication provides a dataset of 54 experiments, carried out with supercritical CO2 (sCO2) in two heated horizontal pipes with inner diameters of 4 and 8 mm at a pressure of approximately 7.75 MPa. The mass fluxes were set to 400 and 800 kg/m2s and the heat flux was varied from 30 to 130 kW/m2, resulting in a heat to mass flux ratio of 38 to 225 J/kg. The influences of the inner pipe diameter, the Reynolds number and the heat to mass flux ratio on the thermal stratification were studied. Temperature differences up to 90 K between the bottom and the top of the pipe have been detected. By varying the bulk fluid inlet temperature, the thermal inflow lengths have been quantified for a fully developed temperature stratification with up to 180 inner pipe diameters. The Petukhov and Richardson buoyancy criteria show that the experimental results are strongly influenced by buoyancy. For the Jackson buoyancy criterion, a new threshold of higher than 160 is proposed. The validation of four empirical Nusselt correlations shows that the Bishop correlation has the lowest total average deviation of 52 %, especially for the bottom site of both pipes with an average deviation of 29 %.
DOI: 10.17632/gr7vzwg8hv
title: The Principal Transformational Leadership Strategy in developing national policies for Strengthening Character Education in Eastern Indonesia

description: Dear Readers Our latest research results are presented to researchers and readers of educational policy academic journals. Our article is entitled, "The Principal Transformational Leadership Strategy in Developing National Policies for Strengthening Character Education in Eastern Indonesia." The findings of the research are; first, the determination of character values in schools based on the results of the unification of the values of the main national characters (the Indonesian Ministry of Education) and the moral values of the lonto leok culture of the Manggarai community, West Flores, East Indonesia. Second, the principal's transformational leadership approach is based on the lonto leok cultural teaching dimension. What is the application model for the two focus of findings? Please download it from the below link. http://ijse.padovauniversitypress.it/issue/12/2
DOI: 10.17632/ymtwtk79hm
title: South American Business Environment Cost Index: reforms for Brazil

description: The World Bank's Ease-of-Doing-Business is the most popular instrument for measuring the conditions of a country's business environment. While useful for directing investments and guiding reforms, researchers associate the EDBI with problems such as: very different country analyses, data quality and miscalculations. The data made available in this repository make it possible to build a new index that represents the costs of doing business in South American countries. The following data are available: (1) Expert influence; (2) Assessments carried out, as well as their conversion into matrices; (3) Calculation of consensus among experts, (4) EDBI Sub-Indices; (5) Indicators and data from the Uncertainty Analysis. The application of the Principal Component Analysis to the data (4) allows obtaining the weight of the Indicators available in (5).
DOI: 10.6084/m9.figshare.19164215.v1
title: Data from content analysis of observation grids - pwID

description: Data from the content analysis of the observation grids, in the article "Empowerment through Participatory Game Creation: A Case Study with Adults with Intellectual Disability".
DOI: 10.6084/m9.figshare.25751295.v1
title: Deepened snow promotes temporal stability of biomass production in semi-arid grasslands via improving water acquisition-and-use strategies

description: Our data integrated community composition and above-belowground productivity data over 5 years.
DOI: 10.6084/m9.figshare.25872145.v1
title: EH23.tar.gz

description: Softmasked genome sequences for EH23a and EH23b. EH23 (ERBxHO40_23) is a cross between HO40 (EH23a) and Early Resin Berry (ERB; EH23b). HO40 is type I propyl cannabinoid (THCVA and THCA)-producing, short day (SD) flowering responsive, and is part of the drug-type group with a closer affinity to Asian hemp (MJ).ERB is a type III pentyl cannabinoid (CBDA)-producing, day-neutral (DN) flowering, and is part of the drug-type group more closely related to European hemp (hc hemp)
DOI: 10.17632/3m7nm3w29g
title: Discourse Around Cohabitation on Chinese Social Media

description: Abstract-Among the wave of the Second Demographic Transition, cohabitation becomes a new trend in China. There is preliminary knowledge about the attitude towards cohabitation, but not the exact content and context of how people talk about cohabitation. Therefore, the current study aims to investigate the discourse around cohabitation on Chinese social media. Social media has become a new public sphere with abundant discussions available for analysis. This study employs quantitative methods of K-means and network analysis to investigate the content from social media posts related to cohabitation. The result shows that the word cohabitation still carries the meaning of an objective description of the living arrangement rather than necessarily implies intimate relationships. The comparison between cohabitation and marriage is also on the rise among the discourse on social media posts. This study might provide insights into how Chinese people express their views about cohabitation on social media, the modern public sphere.
DOI: 10.17632/99wz3bzvzk
title: Data for: Illuminating Hotspots of Imperiled Aquatic Biodiversity in the Southeastern US.

description: These files contain the standardized scores for species richness, southeast endemism, and imperilment for fishes, mussels, and crayfishes within an area of 290 HUC8 sub-basins in the US Southeast.
DOI: 10.17632/cmx8c7bss5
title: Data for: Data of cell cycle profiling of splenocytes in a high fat diet induced obese mouse with ferulic acid

description: cell cycle profile using FACS
DOI: 10.17632/cn9jzpj7fg
title: Code & data – A note on the conditioning of the H^-1 matrix used in single-step GBLUP

description: Pedigree, genotype, and phenotype data were simulated on ten populations and twenty generations. Some pedigree, genotype, and phenotype data were set to missing. Data were analysed using the single-step GBLUP method forming the inverse of the pedigree-genomic relationship matrix (H^-1). Different components of H^-1 (H^-1 itself, A^-1 (together with A_22^-1), G^-1, and G^-1 - A_22^-1) were weighted by α ranging from 0.8 to 1.2. Responses regarding the regression of phenotypes on genomic breeding values and the correlation between phenotypes and genomic breeding values were recorded and averaged over the ten populations. All the processes are presented in Jupyter Notebooks (also available in HTML and Rmd) written in R programming language.
DOI: 10.17632/pt9mjcvghd
title: Shaft Misalignment Data for: Inter-component Phase Processing of Quasipolyharmonic Signals

description: This dataset contains observations of vibration of test stand in three states: normal state, horizontal and vertical parallel misalignment. For more information please see pdf below.
DOI: 10.6084/m9.figshare.12610565.v1
title: Dataset_EPSiT_CivitaCastellana.xlsx

description: Dataset of a retrospective single-center analysis of all patients treated by Endoscopic Pilonidal Sinus Treatment (EPSiT), by a single surgical team, from March 2015 to December 2019 at the San Giovanni Decollato - Andosilla Hospital in Civita Castellana, Italy<br><br>
DOI: 10.17632/r3zxs3k9j6
title: FeynRules 2.0 — A complete toolbox for tree-level phenomenology

description: Abstract FeynRules is a Mathematica-based package which addresses the implementation of particle physics models, which are given in the form of a list of fields, parameters and a Lagrangian, into high-energy physics tools. It calculates the underlying Feynman rules and outputs them to a form appropriate for various programs such as CalcHep, FeynArts, MadGraph, Sherpa and Whizard. Since the original version, many new features have been added: support for two-component fermions, spin-3/2 and spin-2 fi... Title of program: FeynRules 2.0 Catalogue Id: AEDI_v2_0 Nature of problem The program computes the Feynman rules of any quantum field theory, expressed in four-dimensional spacetime, directly from the Lagrangian of the model. Various interfaces to Feynman diagram calculators are included that allow the exportation of the interaction vertices in a format readable by different Monte Carlo event generators or symbolic calculation tools. Versions of this program held in the CPC repository in Mendeley Data AEDI_v1_0; FeynRules; 10.1016/j.cpc.2009.02.018 AEDI_v1_1; "FeynRules"; 10.1016/j.cpc.2011.06.009 AEDI_v2_0; FeynRules 2.0; 10.1016/j.cpc.2014.04.012 AEDI_v2_1; FeynRules-2.1 with NLOCT; 10.1016/j.cpc.2015.08.015 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/ykhs7s2dck
title: Datasets on CFRP specimens after low-velocity impact tests: 8-layer quasi-isotropic laminates

description: This dataset is developed to study carbon fiber reinforced plastics laminates after low-velocity impact tests. It is related to a Data in Brief article, which describes the experiment in detail, and the main article on how the authors used the datasets. The low-velocity impact test was conducted with various impact conditions, changing the impactor shape, the impact energy and the stacking sequence, which generates barely visible impact damage. This dataset is on 8 layer quasi-isotropic laminates. See the other Mendeley data URLs to find the data on the other stacking sequences. 

“impacted surface image” folder: The impacted surface image (78.933mm * 78.933mm)
“internal damage” folder: The c-scanning image after the impact. Each scale is on the image.
“non-impacted surface image” folder: The non-impacted surface image (78.933mm * 78.933mm)
“surface profile” folder: The surface profile of the impacted surface. (78.933mm * 78.933mm)
“impact condition_q8.xlsx”: The impact condition.
DOI: 10.6084/m9.figshare.24754341.v1
title: dataset_surrogate_model_cs

description: Data for surrogate model
DOI: 10.17632/3nw56hsk23
title: Dataset for Intrusion detection system

description: This data set is related to DOS(Denial of Service)
DOI: 10.17632/96bk339vr4
title: Effects of family participatory dignity therapy on the psychological well-being and family function of patients with haematological malignancies and their family caregivers: a randomised controlled trial

description: This dataset contains all relevant data from one randomised controlled trail of family participatory dignity therapy on patients with haematological malignancies and their family caregivers. Here, we provide a copy of the original data of our research for reviewers to check and review. Notably, we cannot report all outcomes in our manuscript due to the word limit of the journal. The data can only be used for academic exchange and sharing. Those who intend to use the data need to contact the corresponding author and obtain consent before using them.
DOI: 10.17632/cpr8bttgz3
title: REVISÃO SISTEMÁTICA ACERCA DA APLICAÇÃO DA DINÂMICA DE SISTEMAS NA GESTÃO DE RESÍDUOS SÓLIDOS URBANOS

description: Planilha com o banco de dados de todos os artigos utilizados na revisão sistemática assim como a sua classificação nos critérios analisados.
DOI: 10.17632/hsvv8vj4hp
title: CKD patient dietary management study dataset

description: 1. Research Background and Objective
This study leverages Protection Motivation Theory to analyze and predict the dietary management intentions of Chronic Kidney Disease (CKD) patients, thereby providing theoretical support for developing effective health intervention strategies.

2. Dataset Details
Data Source: The data was collected through questionnaire surveys administered to CKD patients undergoing treatment at a specific tertiary hospital.

Data Collection Method: Structured paper-based questionnaires were distributed and collected.

Data Type: The dataset is provided in SPSS Statistics Data Document (.sav) format and includes both quantitative and qualitative variables.

Variables Description:

Demographic Variables:

Age: Age of the participants.
Gender: Gender of the participants.
Education Level: Highest educational attainment of the participants.
Height: Height of the participants.
Weight: Weight of the participants.
Marital Status: Marital status of the participants.
Employment Status: Employment status of the participants.
Income: Income level of the participants.
Duration of CKD: Length of time since CKD diagnosis.
Protection Motivation Theory Constructs:

Perceived Severity: Participants' perception of the severity of CKD.
Perceived Vulnerability: Participants' perception of their personal risk of worsening CKD.
Response Efficacy: Belief in the effectiveness of dietary management in controlling CKD.
Self-Efficacy: Confidence in their ability to implement dietary management.
Response Cost: Perceived costs or barriers to implementing dietary management.
Dietary Management Intention: Level of intention to engage in dietary management in the future.

3. Dataset Usage and Applications
This dataset is suitable for the following research and applications:

Theoretical Research: Further validation and extension of Protection Motivation Theory in predicting health behaviors.
Health Interventions: Designing targeted dietary management interventions for CKD patients to enhance their implementation intentions and actual behaviors.
4. Data Quality and Limitations
Limitations:
Data Source: This study relies on self-reported survey data, which may be subject to recall bias and social desirability bias.
Selection Bias: Including only hospitalized patients may lead to selection bias, limiting the applicability of findings to outpatient populations.
5. Data Access and Usage License
License: This dataset is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0), allowing for sharing and adaptation with appropriate attribution to the original authors.
Access Permissions: Public access, available for anyone to download and use for academic research and non-commercial purposes.
DOI: 10.17632/rcm9pm8749
title: EarwaxVOCsExtractionOptimization_rawdata

description: HS/GC-MS raw data files (.mzXML extension) obtained in the optimization steps and repeatability study of the earwax VOCs analysis
DOI: 10.17632/5cw99c3w8p
title: A central mechanism of analgesia in mice and humans lacking the sodium channel NaV1.7.

description: Excel files containing the source data for the characterization of peripheral nociceptor function in NaV1.7 KO mice using in vivo imaging and electrophysiology. Each sheet contains source data relating to individual figure panels that can be used to reproduce the analyses described in the results section.
DOI: 10.17632/3g3388nj8m
title: Datasets of the paper: Income and mortality. An ecological microdata analysis

description: Data files associated with the paper Income and Mortality. An Ecological Microdata Analysis. The paper contains CSV-formatted data files
DOI: 10.17632/9ts42tfv6y
title: Cholinesterase predicts poor prognosis in patients with nonfatal acute exacerbation of COPD

description: Data were compiled from the electronic medical record system of Wuhu Hospital of Traditional Chinese Medicine from January 2017 to December 2021. It contains the serum level of ChE, C-reactive protein (CRP), and biochemistry (albumin, blood urea nitrogen (BUN), creatinine), The clinical information of AECOPD patients (sex; age; medical history (diabetes mellitus, hypertension, coronary heart disease, heart failure); number of acute exacerbations in the previous 12 months); treatment-related data (whether patients received NIV or invasive mechanical ventilation, whether patients were admitted to the intensive care unit (ICU), and DoHS); results of arterial blood-gas analyses (partial pressure of carbon dioxide (pCO2), pH, lactic acid, and Oxygenation Index (OI)); D-dimer level; complete blood count (neutrophil-to-lymphocyte ratio (NLR), hematocrit, red blood cell distribution width (RDW), platelet-to-lymphocyte ratio (PLR), and platelet distribution width (PDW)). Our goal is to investigate the relationship between the serum cholinesterase (ChE) level and adverse clinical outcomes, including hypoxemia severity, hypercapnia, duration of hospital stay (DoHS), and noninvasive ventilation (NIV) requirement, in patients with AECOPD.
DOI: 10.17632/f5t2hfsb6g
title: Organic food research

description: the dataset contain responses of 308 Indian respondents (consumers of organic food) on Attitude (AT), Perceived quality (PQ), perceived price (PP), perceived value (PV) and Purchase intention(PI). The Likert scale (5point) was used to get the reflection of respondents wherein 1 = strongly disagree to 5 = strongly agree on selected scales (see the study for scale selection). Serial Mediation was used in this study, PP, PQ and PV are mediating variables, PI is outcome variable and AT is independent variable.
DOI: 10.17632/fgnzkdcc4x
title: Data for: Quantitative stratigraphic correlation of the Lower Triassic in South China based on conodont unitary associations

description: We collected conodont records from 28 sections in South China, which span the period from from latest Permian to earliest Middle Triassic. In total, 2049 occurrences of 124 conodont species are collated.
DOI: 10.17632/jz3s283pgk
title: low and high cycle fatigue properties data of Hot Rolled A6061-T6 (Al-1.0Mg-0.6Si) Aluminum Alloy

description: The data is about the Fatigue properties of Hot Rolled A6061-T6 (Al-1.0Mg-0.6Si) Aluminum Alloy
DOI: 10.6084/m9.figshare.28778657.v1
title: rawdata4

description: AoVps18 regulates sporulation, trap morphogenesis, and nematode predation by modulating vacuole assembly and attractant synthesis in Arthrobotrys oligospora
DOI: 10.17632/8z56gr7tcz
title: Multivariate Long-Term Time Series Forecasting

description: Multivariate Long-Term Time Series Forecasting: See *.zip file