Mr.Shaoqing Dai(戴劭勍) is a Ph.D. candidate of the Department of Earth Observation Science, Faculty of Geo-information Science and Earth Observation(ITC), University of Twente. He earned a Master degree and a Bachelor degree from the Institute of Urban Environment, Chinese Academy of Sciences, University of Chinese Academy of Sciences and School of Geographical Sciences, Fujian Normal University respectively. He is a fellow of the International Institute of Spatial Lifecourse Epidemiology(ISLE), a contributor to GeoDa Center, rgeoda, libgeoda Github organizations, and a volunteer of Sustainable Cities & Mobility.
Ph.D in Geography, 2024
University of Twente, the Netherlands
MS.c in Ecology, 2019
University of Chinese Academy of Sciences, China
BS.c in Geographical Science (National Talents Training Base), 2016
Fujian Normal University, China
Dec. 5, 2023: We published a paper on the associations between mixed land use(MLU) and subjective well-being(SWB). We find that MLU has a negative and indirect association with SWB by decreasing social capital in residential neighborhoods, while it has a positive and indirect association with SWB by enhancing social capital in workplace neighborhoods with adjustments for other built environmental and sociodemographic attributes. This paper is now available on Travel Behaviour and Society.
Nov. 20, 2023: We published a paper on local carbon emission zone construction. This study constructed the local carbon emission zone (LCEZ) which links the highly urbanization morphology profiles and CO2 emission intensity to favor summarizing the form characteristics for the low CO$_2$ emission control in new communities. This paper is now available on Building and Environment.
Nov. 08, 2023: We published a paper on a bikeability evaluation framework by combining the collected multi-source spatio-temporal geospatial big data. We propose a framework that comprises four sub-indices: safety, comfort, accessibility, and vitality. Utilizing open-source data, advanced deep neural networks, and GIS spatial analysis, the framework eliminates subjective evaluations and is more efficient and comprehensive than prior methods. The experimental results on Xiamen, China, demonstrate the effectiveness of the framework in identifying areas for improvement and enhancing cycling mobility. The proposed framework provides a structured approach for evaluating bikeability in different geographical contexts, making reproducing bikeability indices easier and more comprehensive to policymakers, transportation planners, and environmental decision-makers. This paper is now available on International Journal of Applied Earth Observation and Geoinformation. The Wechat article is now abailable here.
Nov. 01, 2023: We published a paper on the development of age-sex-ethnicity-specific MetS score to redict future risk for cardiovascular diseases (CVDs).We find that the weights of metabolic dysfunctions in the score vary across age-sex-ethnicity-specific subgroups, with higher weights for TG, HDL-C, and WC. Each unit increase in the score is associated with increased risks for hyperlipidemia, diabetes, and hypertension, and elevated levels of HbA1c, cholesterol, body mass index, and serum uric acid. The score shows high sensitivity and accuracy for detecting CVD-related risk factors and is validated in different geographical regions. Our study would advance early identification of CVD risks and, more broadly, preventive medicine and sustainable development goals. This paper is now available on Nature Communications. The Wechat article is now abailable here. The developed online shiny app could be used by clicking it.
May. 19, 2023: Shaoqing Dai was invitied to give a lecture entitled ‘Seeking your interest and going ahead will contribute to success’ in Xiamen No.1 High School of Fujian.
Mar. 2, 2023: The spatil issue of Obesity Reviews was invited to attend the The Lancet Summit Childhood obesity: consequences across the life course. The abstract was published on The Lancet Global Health.
Feb. 22, 2023: Our paper entitled ‘Green space access in the neighbourhood and childhood obesity’ has been recognized as a top cited paper between January, 1, 2021 to December, 15, 2022.
Spatial Lifecourse Epidemiology was proposed by my supervisor, Prof.Peng Jia. This is the basic theory of My PhD project.
We used multi-sources data, machine learning and spatial statistics to devlop the accurate air pollution map.
We used machine learning, spatial statistics, ecological process model and remote sensing to construct map of urban carbon cycle.
We explored the spatial-temporal GIS theory and its applications.
We want to know how the pattern of blue space and green space in urban influence the urban environment.
I’m interested in virtual geographical environments(VGEs).
we develop a bikeability evaluation framework by combining the collected multi-source spatio-temporal big data.
we develop a continuous, age-sex-ethnicity-specific MetS score based on continuous measures of the five metabolic dysfunctions (waist circumference [WC], triglycerides [TG], high-density lipoprotein cholesterol [HDL-C], mean arterial pressure [MAP], and fasting blood glucose [FBG]).
Softwares & Open book & Websites & Scripts & Datasets
D3L Tool of NASA Satellite: The program provides a graphical interface to download satellite imagery from NASA, such as MODIS products, MERIS and more. Github Paper Notebook: The software for notebook of papers, I’m fulfilling the information and software.
Geographical Detector for R: The geographical detector software based on R, I’m fulfilling the information and software. rgeoda: rgeoda is a R package for spatial data analysis based on libgeoda and GeoDa(contributor).
COVID-19 Shiny app: A developed dashboard shiny app about COVID-19. MetS score calculator shiny app: A shiny app to calculate MetS score.
Note of Applied Statistics with R (in Chinese) Note of Applied Statistics with R Project on Github (in Chinese)
GISerDaiShaoqing’s Blog: My personal blog (in Chinese) Shaoqing Dai’s CV(html version): Shaoqing Dai’s data-driven CV (English) Shaoqing Dai’s CV(html version): Shaoqing Dai’s CV (in Chinese) Awesome of COVID-19: This website was used for collecting all the resources of COVID-19 related studies and was powered by docsite.
My Studies of Urban GIS on Github
Urban Carbon Dioxide sources gridded maps and its detemination in Jinjiang city 3d model of Fujian Normal University
DurationTime | Role |
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2019- | Fellow, International Institute of Spatial Lifecourse Health (ISLE). |
2019- | Contributor, GeoDa Center, rgeoda, libgeoda Github Organizations. |
2015- | Volunteer, Organization “Sustainable Cities & Mobility”. |
2018-2020 | Expert, Aliyunqi Community. |
2020-2023 | Editor Board, Member, GISphere. |
2017-2019 | Member, International Association of Landscape Ecology of China(IALE-China). |
2016-2017 | Volunteer, Green Bike-Transit. |
2013-2017 | Founder, Editor in Chief, Associate Editor, Assistant Editor in Chief, the Geographical Tribune of Youth. |
Year | Award & Honors |
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2022 | Outstanding contributions to COVID-19 epidemic prevention and control, Health commission of Tumot Left Banner, Inner Mongolia autonomous region. |
2021 | The National 2nd Prize, 5th Planning Decision Support Model Design Contest(Chengyuan Cup), Beijing Chengyuan Digital Technology Co. Ltd., World Urban Planning Education Network, Beijing Planning Institute Hongdu Planning and Architectural Design Research Institute Co. Ltd., Beijing City Lab, Baidu Map Huiyan, China Unicom Smart Footprint. |
2019 | China Scholarship Council(CSC), China Scholarship Council. |
2019 | The 2nd Grade Scholarship of Yonker Environmental Protection Scholarship, Yonker Environmental Protection Co. Ltd.. |
2019 | The 1st Grade Scholarship, Institute of Urban Environment, Chinese Academy of Sciences. |
2019 | The Scientific and Technological Innovation Award of Outstanding Graduate Students, Ecological Society of China. |
2018 | National Scholarship for M.Sc., Ministry of Education of the People’s Republic of China. |
2018 | The National 3rd Prize, 2nd Big Data Support Spatial Planning and Design Competition, Urban Big Data Special Committee, Chinese Society for Urban Studies. |
2018 | “Applied Energy” 2018 Summer School Certification, The Applied Energy Innovation Institute, Department of Earth System Science, Tsinghua University, China Emission Accounts & Datasets(CEADs). |
2018 | Merit Students in the academic year 2017-2018, University of Chinese Academy of Sciences. |
2018 | The 2nd Grade Scholarship, Institute of Urban Environment, Chinese Academy of Sciences. |
2018 | The 1st Scholarship, Institute of Urban Environment, Chinese Academy of Sciences. |
2018 | The National Winning Award, 2017 “Sharing Cup” College Student Science and Technology Resource Sharing Service Innovation Contest, National Science & Technology Infrastructure Center. |
2017 | Excellent Volunteer, 15th User Conference of Esri China, Esri China Information Technology Co. Ltd.. |
2017 | Merit Students in the academic year 2016-2017, University of Chinese Academy of Sciences. |
2015 | The National Winning Award, 2015 Esri Cup National College Student Developed Contest in GIS·3D Modeling and Design, Chinese Society of Geodesy Photogrammetry and Cartography, Esri China Information Technology Co. Ltd.. |
2015 | Inovation Scholoarships in the academic year 2014-2015, Fujian Normal University. |
2015 | The National 3rd Prize, the Smart City Special Event Contest—the 14th Challenge Cup National College Students’ Extracurricular Academic Science and Technology Works Contest, Chinese Communist Youth League, China Association for Science and Technology, Ministry of Education of the People’s Republic of China, All-China Students’ Federation. |
2015 | Scientific and Technological Innovation award and Nomination, the First Annual Fujian Normal University Student Selection, Fujian Normal University. |
2015 | School Wining Award, 9th Challenge Cup Fujian Normal University College Students’ Extracurricular Academic Science and Technology Works Contest, Fujian Normal University. |
2014 | Inovation Scholoarships in the academic year 2013-2014, Fujian Normal University. |
2014 | The National 3rd Prize, 2014 MathorCup Global Collegiate Mathematical Contest in Modeling, Chinese Society of Optimization, Overall Planning and Economical Mathematics. |
2014 | Excellent League Cadres in the academic year 2013-2014, Fujian Normal University. |
2014 | Excellent League Leader in the academic year 2013-2014, School of Geographical Sciences, Fujian Normal University. |
2013 | Excellent League Leader in the academic year 2012-2013, School of Geographical Sciences, Fujian Normal University. |
DurationTime | Fundings, Role |
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2023-2026 | National Key Research and DevelopmentPlan(2023YFC3604704), Investigater |
2022-2025 | National Natural Science Foundation of China(42271433), Investigater |
2020-2021 | WeSpace Academic Support Plan in 2020: ”Tsinghua-Tencent” Emerging Technologies Future Urban Space project, PI |
2018-2019 | Open Fund of the Big Data Institute of Digital Natural Disaster Monitoring in Fujian (NDMBD2018001), Investigater |
2016-2020 | National Key Research and Development Plan(2016YFC0502704), Investigater |
2015-2018 | National Natural Science Foundation of China(31470578), Investigater |
2014-2015 | The Technological Innovation Plan of University Students, Fujian Normal University(cxxl-2014137), PI |
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