cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/jmra-tg82
title: Dataset for A Bi-Objective Optimization VRP Model for Cold Chain Logistics Enhancing Cost Efficiency and Customer Satisfaction study case

description: With the rapid increase in demand for fresh products, cold chain logistics has become an important mode of transportation. Logistics enterprises are faced with the problem of cost control and improvement of customer satisfaction. In light of this, we present a bi-objective optimization vehicle routing problem model in cold chain logistics, which aims to reduce the total costs and improve customer satisfaction. To solve the intricate model, we propose a hybrid algorithm called the Simulated Annealing Non-dominated Sorting Genetic Algorithm II (SA-NSGA-II) algorithm, which amalgamates the simulated annealing algorithm with the NSGA-II algorithm, enabling efficient resolution of the bi-objective problem. Extensive numerical experiments validate the effectiveness of the proposed model and algorithm by exhibiting solutions with lower costs and higher satisfaction levels. Furthermore, we conduct a sensitivity analysis to explore the impact of vehicle speed on both costs and satisfaction, shedding light on the trade-offs between various optimization objectives.
DOI: 10.34740/kaggle/dsv/5697197
title: GMR-PL Fake reviews dataset
DOI: 10.57745/uxpa5h
title: Labeled_DB_CNRSResearchData.zip

description: :unav
DOI: 10.57745/ykdfgo
title: Read_me.txt

description: Labelled database presentation
DOI: 10.57745/znt8v1
title: Read_me.txt

description: :unav
DOI: 10.6084/m9.figshare.22336357.v2
title: Recovery of historical flow direction based on particle orientation characteristics

description: Data and Code used in ' Recovery of historical flow direction based on particle orientation characteristics '
DOI: 10.6084/m9.figshare.24270826
title: Source_Data.zip

description: <b>Fully-discrete Lyapunov-consistent discretizations for the simulation of reaction-diffusion phenomena: applications to epidemiology and oncolytic virotherapy</b>Reaction-diffusion equations model various biological, physical, sociological, and environmental phenomena. Often, numerical simulations are used to understand and discover the dynamics of such systems. Following the extension of the nonlinear Lyapunov theory applied to some class of reaction-diffusion partial differential equations, we develop the first fully-discrete Lyapunov discretizations that are consistent with the stability properties of the continuous parabolic reaction-diffusion models. The new schemes are applied to solve systems of partial differential equations, which arise in epidemiology and oncolytic M1 virotherapy. In particular, the results of oncolytic M1 virotherapy reveal a significant reduction in tumor size, ultimately leading to its complete disappearance, potentially preventing the necessity for supplementary treatments like chemo-radiation or surgery. The new computational framework provides physically consistent and accurate results without exhibiting scheme-dependent instabilities and converging to unphysically solutions. The proposed algorithms represent a capstone for developing efficient, robust, and predictive technologies for simulating complex phenomena.
DOI: 10.6084/m9.figshare.24270826.v1
title: Source_Data.zip

description: <b>Fully-discrete Lyapunov-consistent discretizations for the simulation of reaction-diffusion phenomena: applications to epidemiology and oncolytic virotherapy</b>Reaction-diffusion equations model various biological, physical, sociological, and environmental phenomena. Often, numerical simulations are used to understand and discover the dynamics of such systems. Following the extension of the nonlinear Lyapunov theory applied to some class of reaction-diffusion partial differential equations, we develop the first fully-discrete Lyapunov discretizations that are consistent with the stability properties of the continuous parabolic reaction-diffusion models. The new schemes are applied to solve systems of partial differential equations, which arise in epidemiology and oncolytic M1 virotherapy. In particular, the results of oncolytic M1 virotherapy reveal a significant reduction in tumor size, ultimately leading to its complete disappearance, potentially preventing the necessity for supplementary treatments like chemo-radiation or surgery. The new computational framework provides physically consistent and accurate results without exhibiting scheme-dependent instabilities and converging to unphysically solutions. The proposed algorithms represent a capstone for developing efficient, robust, and predictive technologies for simulating complex phenomena.
DOI: 10.57841/casdc.0002650
title: 气固两相流工业设备（工业反应器）可视化仿真数据集
DOI: 10.57841/casdc.0002651
title: MTO催化剂孔道内反应扩散模拟数据集
DOI: 10.6084/m9.figshare.24230339
title: Influence of nutrient enrichment on colonisation and photosynthetic parameters of hard substrate marine microphytobenthos

description: This study aimed to assess the influence of nutrient enrichment on the development of microalgal biofilm on concrete and PVC cubes. Three mesocosms were utilized to create a nutrient gradient over a period of 28 days. Various parameters including biomass, photosynthetic activity, microtopography, and extracellular polymeric substances (EPS) were measured. Imaging PAM techniques were employed to obtain surface-wide data. Results revealed that nutrient availability had no significant impact on Chl a biomass and the maximum quantum efficiency of PSII (Fv/Fm). The photosynthetic capacity and efficiency were minimally affected by nutrient availability. Interestingly, the relationship between microphytobenthic (MPB) biomass and photosynthesis and surface rugosity exhibited distinct patterns. Negative reliefs showed a strong correlation with Fv/Fm, while no clear pattern emerged for biomass on rough concrete structures. Overall, our findings demonstrate that under conditions of heightened eutrophication, biofilm photosynthesis thrives in the fissures and crevasses of colonized structures regardless of nutrient levels. This investigation provides valuable insights into the interplay between nutrient availability and surface rugosity.
DOI: 10.6084/m9.figshare.24230339.v1
title: Influence of nutrient enrichment on colonisation and photosynthetic parameters of hard substrate marine microphytobenthos

description: This study aimed to assess the influence of nutrient enrichment on the development of microalgal biofilm on concrete and PVC cubes. Three mesocosms were utilized to create a nutrient gradient over a period of 28 days. Various parameters including biomass, photosynthetic activity, microtopography, and extracellular polymeric substances (EPS) were measured. Imaging PAM techniques were employed to obtain surface-wide data. Results revealed that nutrient availability had no significant impact on Chl a biomass and the maximum quantum efficiency of PSII (Fv/Fm). The photosynthetic capacity and efficiency were minimally affected by nutrient availability. Interestingly, the relationship between microphytobenthic (MPB) biomass and photosynthesis and surface rugosity exhibited distinct patterns. Negative reliefs showed a strong correlation with Fv/Fm, while no clear pattern emerged for biomass on rough concrete structures. Overall, our findings demonstrate that under conditions of heightened eutrophication, biofilm photosynthesis thrives in the fissures and crevasses of colonized structures regardless of nutrient levels. This investigation provides valuable insights into the interplay between nutrient availability and surface rugosity.
DOI: 10.6084/m9.figshare.24190491
title: Proximity to built structures on the seabed promotes biofilm development and diversity

description: The rapidly expanding built environment in the northern Gulf of Mexico includes thousands of human built structures (e.g. platforms, shipwrecks) on the seabed. Primary-colonizing microbial biofilms transform structures into artificial reefs capable of supporting biodiversity, yet little is known about formation and recruitment of biofilms. Short-term seafloor experiments containing steel surfaces were placed near six structures, including historic shipwrecks and modern decommissioned energy platforms. Biofilms were analyzed for changes in phylogenetic composition, richness, and diversity relative to proximity to the structures. The biofilm core microbiome was primarily composed of iron-oxidizing <i>Mariprofundus</i>, sulfur-oxidizing <i>Sulfurimonas</i>, and biofilm-forming Rhodobacteraceae. Alpha diversity and richness significantly declined as a function of distance from structures. This study explores how built structures influence marine biofilms and contributes knowledge on how anthropogenic activity impacts microbiomes on the seabed.
DOI: 10.6084/m9.figshare.24190491.v1
title: Proximity to built structures on the seabed promotes biofilm development and diversity

description: The rapidly expanding built environment in the northern Gulf of Mexico includes thousands of human built structures (e.g. platforms, shipwrecks) on the seabed. Primary-colonizing microbial biofilms transform structures into artificial reefs capable of supporting biodiversity, yet little is known about formation and recruitment of biofilms. Short-term seafloor experiments containing steel surfaces were placed near six structures, including historic shipwrecks and modern decommissioned energy platforms. Biofilms were analyzed for changes in phylogenetic composition, richness, and diversity relative to proximity to the structures. The biofilm core microbiome was primarily composed of iron-oxidizing <i>Mariprofundus</i>, sulfur-oxidizing <i>Sulfurimonas</i>, and biofilm-forming Rhodobacteraceae. Alpha diversity and richness significantly declined as a function of distance from structures. This study explores how built structures influence marine biofilms and contributes knowledge on how anthropogenic activity impacts microbiomes on the seabed.
DOI: 10.6084/m9.figshare.24270856
title: Data of NHANES 2001-2008.txt

description: Data of NHANES 2001-2008
DOI: 10.6084/m9.figshare.24270841
title: Giant_salamander_data.xlsx

description: Measurement characteristics of Giant salamanders.
DOI: 10.6084/m9.figshare.24270841.v1
title: Giant_salamander_data.xlsx

description: Measurement characteristics of Giant salamanders.
DOI: 10.5281/zenodo.8420647
title: Data sets for "Dynamical bulk-boundary correspondence and dynamical quantum phase transitions in higher-order topological insulators"

description: Data sets for the return rates and Loschmidt eigenvalues for the paper "Dynamical bulk-boundary correspondence and dynamical quantum phase transitions in higher-order topological insulators". Included are data for both bulk calculations and finite open systems labelled OBC. Data files are named with the quench parameters, see the article for details.
description: This work was supported by the National Science Centre (NCN, Poland) under the Grant No. 2019/35/B/ST3/03625.
description: {"references": ["T. Mas\u0142owski and N. Sedlmayr, Phys. Rev. B 108, 094306 (2023)"]}
DOI: 10.5281/zenodo.8420646
title: Data sets for "Dynamical bulk-boundary correspondence and dynamical quantum phase transitions in higher-order topological insulators"

description: Data sets for the return rates and Loschmidt eigenvalues for the paper "Dynamical bulk-boundary correspondence and dynamical quantum phase transitions in higher-order topological insulators". Included are data for both bulk calculations and finite open systems labelled OBC. Data files are named with the quench parameters, see the article for details.
description: This work was supported by the National Science Centre (NCN, Poland) under the Grant No. 2019/35/B/ST3/03625.
description: {"references": ["T. Mas\u0142owski and N. Sedlmayr, Phys. Rev. B 108, 094306 (2023)"]}
DOI: 10.3886/e181263v1-142184
title: Data and Code for: Why do households leave school value added on the table? The roles of information and preferences

description: Romanian households could choose schools with 1 s.d. additional value added. Why do households leave value added "on the table"? We study two possibilities: information and preferences for other school traits. In an experiment, we inform randomly selected households about schools' value added. These households choose schools with between 0.05 and 0.2 s.d. of additional value added. We then estimate a discrete choice model and show that households have strong preferences for peer quality and curriculum in addition to value added, implying that even perfect information would eliminate at most a quarter of the value added that households leave unexploited. <br><br>These materials provide data and code to estimate the results in the paper.<br>
description: Response Rates: The baseline survey interviewed households of 20% of the students in the 48 survey towns (3,898/19,793). The endline survey interviewed 57% of the baseline respondents who were in experimental middle schools, who intended to apply to tracks in their town, and who were assigned to a track (1,533/2,692).
description: For the baseline survey, towns and middle schools were selected. Towns were chosen as those in which value added was most predictable among towns with between 7 and 28 tracks in 2018. Middle schools were randomly chosen among those that had at least 15 students and in which it was logistically feasible for surveyors to visit schools' high-school information sessions. Surveyors interviewed all parents of 8th graders who attended these sessions, using on-site questionnaires. <br><br>The endline survey took place via phone. Surveyors interviewed baseline respondents who were in experimental middle schools, who intended to apply to tracks in their town, and who were assigned to a track. Experimental middle schools are those in which the baseline survey was successfully implemented in all middle schools in a matched pair.
description: The administrative data cover all students admitted to Romanian high schools. The survey data cover students in 194 middle schools in 48 Romanian towns. . Smallest Geographic Unit: Town
description: on-site questionnaire; telephone interview;
DOI: 10.4228/zalf-qekj-ce04
title: A soil structure atlas. Computed tomography of arable soils to assess soil structure.  - How can the farmer optimise the soil structure to withstand extreme weather conditions ?

description: In the atlas, results of the ZALF project "Innovative Analysis of Soil Structure and Soil Biota - Development of a Diagnostic Tool for the Farmer to Increase Soil Fertility" (DIWELA) are presented. In the DIWELA project, 127 undisturbed soil samples were examined to determine the soil structure of differently managed soils from Brandenburg, Hesse and Poland, among others, using X-ray computed tomography.
DOI: 10.34740/kaggle/dsv/6609558
title: Data Science Jobs in India.
DOI: 10.5281/zenodo.4550857
title: Optimal Integration Times for Lagrangian Studies of Atmospheric Moisture Sources and Sinks

description: <strong>Lagrangian methods</strong> for estimating sources and sinks of water vapour have increased in importance in recent years, with hundreds of publications over the past decade on this topic. Results derived from these approaches are, however, very sensitive to the integration time of the trajectories used in the analysis. The most widely used integration time is that derived from the average residence time of water vapour in the atmosphere, normally considered to be around 10 days. In this database, we provide <strong>two versions</strong> of the <strong>Optimal Integration Times (OPTs) </strong>for a spatial resolution of <strong>0.25º x 0.25º in latitude and longitude</strong> using data from the European Centre for Medium-Range Weather Forecasts (ECMWF) Interim Re-Analysis (ERA-Interim) for Lagrangian Studies of Atmospheric Moisture Sources and Sinks<strong>: </strong> <strong>Version 1: </strong> includes the <strong>climatological annual and monthly Optimal Integration Times (OPTs)</strong> for the period <strong>1980-2015</strong>. This database version 1 is completely described in: <strong>R. Nieto, L. Gimeno (2019) A database of optimal integration times for Lagrangian studies of atmospheric moisture sources and sinks, Scientific Data 6, 1-10, https://doi.org/10.1038/s41597-019-0068-8 </strong>and you should reference it directly. <strong>Version 2 </strong>provides the <strong>OPTs month-by-month</strong> with <strong>widespread temporal coverage</strong> from <strong>January 1980 - December 2018</strong>. The OPTs are provided as an <strong>individual monthly dataset</strong>. This version 2 is described in <strong>R. Nieto, L. Gimeno (2021) </strong>an Addendum in<strong> Scientific Data 8</strong>, 130; https://doi.org/10.1038/s41597-019-0068-8.
description: {"references": ["R. Nieto,\u00a0L. Gimeno\u00a0(2019)\u00a0A database of optimal integration times for Lagrangian studies of atmospheric moisture sources and sinks,\u00a0Scientific Data, May, Vol. 6, Pages 1-10, DOI: https://doi.org/10.1038/s41597-019-0068-8"]}
DOI: 10.34740/kaggle/dsv/6645396
title: Israel vs Palestine
DOI: 10.22021/bbldntz202309
title: The Linked Open British National Bibliography – Books. 1950/2023-09 – N-Triples
DOI: 10.14457/tu.the.2018.1697
title: แนวทางการประเมินมูลค่าเพิ่มนวัตกรรมสำหรับห้องชุดพักอาศัยแนวสูง

description: ปัจจุบันเทคโนโลยีและนวัตกรรมในห้องชุดพักอาศัยแนวสูงเพื่อเสริมความสะดวกสบายให้กับผู้บริโภคมีการพัฒนาอย่างต่อเนื่อง ผู้ประกอบการหลายรายมีการปรับตัวในการเลือกใช้นวัตกรรมที่ผู้บริโภคมีความเต็มใจจ่ายเพื่อสร้างความได้เปรียบในการแข่งขัน งานวิจัยนี้จึงมีวัตถุประสงค์เพื่อศึกษาระดับความเต็มใจจ่ายของผู้บริโภคให้กับนวัตกรรมในห้องชุดพักอาศัยแนวสูง โดยงานวิจัยนี้เป็นงานวิจัยเชิงปริมาณ เก็บข้อมูลจากกลุ่มผู้บริโภคที่มีการใช้นวัตกรรมในห้องชุดพักอาศัยแนวสูงจำนวน 152 ราย ด้วยแบบสอบถาม และใช้ทฤษฎีความเต็มใจจ่ายวิเคราะห์ราคาความเต็มใจจ่ายสูงสุด ผลการศึกษาพบว่า นวัตกรรมด้านระบบจอดรถยนต์อัตโนมัติผู้บริโภคเต็มใจจ่ายมากที่สุด โดยมีระดับความเต็มใจจ่ายเพิ่ม 543,323 บาท ที่ระดับความเชื่อมั่นร้อยละ 95 และความคลาดเคลื่อนที่ยอมรับได้ไม่เกิน 6.5 เนื่องจากปัญหาด้านที่จอดรถในอาคารชุดพักอาศัยแนวสูงเป็นปัญหาที่ผู้บริโภคต้องการให้ปรับปรุงมากที่สุด และระบบระบายอากาศหรือถ่ายเทความร้อน และระบบหมุนเวียนอากาศหรือฟอกอากาศ และระบบบ้านอัจฉริยะ เต็มใจจ่ายรองลงมาตามลำดับ ในขณะที่ระบบประตูดิจิตอลสแกนใบหน้าหรือนิ้วมือ และระบบช่องใส่ของอัตโนมัติ และระบบการชาร์จรถยนต์ไฟฟ้า มีระดับความเต็มใจจ่ายน้อยที่สุด 3 อันดับสุดท้ายตามลำดับ ซึ่งผู้ประกอบการบริษัทอสังหาริมทรัพย์สามารถใช้เป็นแนวทาง เลือกสร้างนวัตกรรมให้สอดรับกับความต้องการของผู้บริโภค ซึ่งจะนำไปสู่การตั้งราคาขายของโครงการ เพื่อให้สามารถสร้างกลยุทธ์การแข่งขันในตลาดได้
DOI: 10.14457/tu.the.2022.1137
title: Analysis of music industries and economics in Thailand

description: This dissertation investigates the consumer and producer behaviors in the Thai music industry. The paper focuses on the popularity of music streaming by utilizing primary data from Spotify's Top200 daily charts from 2018 to 2020. The research reveals patterns of popular music consumption and production within the Thai music industry. The study first explores the distribution of song popularity in Thailand based on the model proposed by Easley and Kleinberg (Chapter 2). The analysis indicates that music consumption patterns among Thai listeners are not random, with societal trends and popularity significantly influencing music choices on streaming platforms. The power law distribution leads to a high concentration within the music industry, reflected in the increased dominance of fewer songs and artists in Spotify's charts. The research then empirically examines Thai music consumers' listening habits using Google Trends data as a measure of societal popularity (Chapter 3). The empirical study employs a panel regression model to examine the results. The findings confirm the influence of previous popularity and societal issues (from the previous chapter) on the music selection of Thai people. Furthermore, Thai listeners demonstrated a significant preference for acoustic music and bands or solo male artists. The final part (Chapter 4) of the study extends the analysis to music producers. The study investigates collaborative patterns through network analysis, linking data of the producers from the Department of Intellectual Property Thailand to the previous chapters. The results reveal a power-law distribution of song production and artist collaborations. The results reflect similar concentration patterns as those on the consumer’s side. A select few influential producers significantly shape Thai music. The study in this chapter is extended by employing network analysis. Network analysis of collaborations between artists and producers exhibits small-world characteristics, implying a close relationship in music production among producers. This study is limited by its data scope. It focuses only on Spotify users without considering other prominent music platforms. This analysis does not include potentially influential variables, including more extensive artist characteristics and various societal factors. Future research could address these constraints and examine other relevant aspects, such as the influence of recommendation systems on music listening behavior.
DOI: 10.14457/tu.the.2022.1138
title: Determinants of elderly housing prices, willingness to pay, and influencing factors on the decision to stay in the Bangkok Metropolitan Region

description: This article is aimed to (1) analyze factors affecting elderly housing prices determination in the Bangkok Metropolitan Region (BMR) using the hedonic pricing model; (2) estimate willingness to pay for elderly housing in BMR; and (3) identify the factors that influence decision-making in demand for elderly housing in BMR using the Theory of planned behavior and Structural equation model. The main research findings are as follows: Firstly, this research found that from the entrepreneurs' point of view, location is not the main factor that affects the price of elderly housing, but this rather affects nursing services. This nursing service cost relies on the dependency level and health status of older people resulting in the incorporation of the cost into elderly housing prices. Moreover, this study also found that the production cost might not meet customer satisfaction, as the supplied services should cover all possible aspects regardless of individual customer needs. Secondly, from the consumer's view, this study found that the respondents choose to live in elderly housing according to personal characteristics and privacy, and the options are based on suitable nursing services and room types. In addition, older people are willing to pay for fundamental aspects but not add-on options when compared to other age groups, regardless of the types of housing operations. Controversially, health consciousness and privacy are the keys to their willingness to pay for future services. Thirdly, significant factors influencing decision-making in choosing elderly housing in BMR was determined by perceived behavioral control, suggesting that respondent need to use it depending on their perception of health status, savings, and decision-making ability. Moreover, the service price levels are less likely to affect elderly decisions compared to other age groups as they are aware of their needs for services. Finally, from a policy perspective, this study suggests that the government should consider supporting entrepreneurs through tax reductions/exemptions or policies that encourage the private sector’s involvement in supporting and developing high-quality elderly housing facilities. Furthermore, there is a need for better preparation and support for end-of-life expenses. This would provide more options for those who desire to use such services and enable them to access convenient and suitable possibilities.