Biography

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, a volunteer of Sustainable Cities & Mobility, and a editor board & member of GISphere.

Interests

  • Health Geography
  • Spatial Lifercourse Epidemiology
  • Spatial Statistics
  • Urban Computing
  • Spatial-Temporal Big Data
  • Ecoinformatics

Education

  • Ph.D in Acquisition and quality of geo-spatial information(ACQUAL), 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

Recent News

More News

  • Apr. 12, 2021: We published a commentary paper on the paper of COVID-19 modeling which published in Science. We highlighted the importance of modeling Asymptomatic COVID-19 Infection. This paper is now available on Frontiers in Public Health.

  • Apr. 1, 2021: We developed a comprehensive bikeability evaluation index based on multi-sources geospatial datasets, took part in the Digital China Innovation Contest, DCIC 2021, and entered the finals. A list of teams that entered the finals could see here.

  • Mar. 2, 2021: We developed an aggregative downscaling model that fuses multiple large-scale spatial datasets to reconstruct the spatio-temporal dynamics mapping of steel stocks in mainland China at 1 × 1 km resolution from 1995-2015. Besides, we predicted the spatio-temporal dymacis mapping in 2030 considering different scenraios of Shared Socioeconomic Pathways. This paper is now available on Journal of Cleaner Production. The Wechat article of this paper is now available here.

  • Feb. 4, 2021: Shaoqing Dai, as a PI, proposed the project ‘Investigating the Changes of Residents’ Daily Behaviors, Lifestyles, and Built Environment During the COVID-19 Pandemic’ and was funded by WeSpace Academic Support Plan in 2020, ‘Tsinghua-Tencent’ Emerging Technologies Future Urban Space project.

  • Dec. 29, 2020: We used a self-defined r function namely ‘geodetector’ to calculate the impacts of hydrological factors on bacillary dysentery. This paper is now available on Science of The Total Environment.

Projects

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Spatial Lifecourse Epidemiology

Spatial Lifecourse Epidemiology was proposed by my supervisor, Dr.Jia Peng. This is the basic theory of My PhD project.

Air Pollution Map

We used multi-sources data, machine learning and spatial statistics to devlop the accurate air pollution map.

Urban Carbon Cycle

We used machine learning, spatial statistics, ecological process model and remote sensing to construct map of urban carbon cycle.

Spatial-Temporal GIS Theory

We explored the spatial-temporal GIS theory and its applications.

Urban Blue and Green Space

We want to know how the pattern of blue space and green space in urban influence the urban environment.

Virtual Geographical Environment

I’m interested in virtual geographical environments(VGEs).

Recent Publications

Pitfalls in Modeling Asymptomatic COVID-19 Infection

As the supply of nucleic acid detection kits for coronavirus disease 2019 (COVID-19) is gradually approaching the demand for testing …

High spatial resolution mapping of steel resources accumulated above ground in mainland China: Past trends and future prospects

High-resolution mapping of steel resources accumulated above ground (referred to as steel stocks) is critical for exploring urban …

Recent & Upcoming Talks

The Evaluation of Health Effect of Short-term Exposure to PM2.5 during Spring Festival: A Case Study of 25 Cities in the Yangtze River Delta(Chinese)

Using Tencent location based service data and machine learning mapping produced by multi-sources geospatial data to investigate the …

What is geography? From coronavirus disease 2019 to Bei Dou Systems

We just want to talk about what is geography and three laws of geography.

The Scale Effect, Zoning Effect of Geographical Features, the Modified Areal Unit Problem and the Chanlleges of Spatial Stastistics

The modified aureal unit problem(MAUP) is a traditional scientific problem in geography and ecology. How MAUP influence the results?

High-Resolution Mapping of Direct CO$_2$ Emissions and Uncertainties at the Urban Scale

This study gridded the CO$_2$ Emissions at the urban scale and quantified the uncertainties.

The Environmental Effect of Urban Form on PM2.5, A Case Study of Beijing-Tianjin-Hebei Urban Agglomeration

This study analyzed the environmental effect of urban form on PM2.5 by multi-sources data.

Resources

Softwares &
Open book &
Websites &
Scripts &
Datasets

Softwares

GUI Software

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.

R packages

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).

R Shiny app

COVID-19 Shiny app: A developed dashboard shiny app about COVID-19.

Open book

Note of Applied Statistics with R (in Chinese)
Note of Applied Statistics with R Project on Github (in Chinese)

Websites

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.

Scripts

My Studies of Urban GIS on Github

Datasets

Urban Carbon Dioxide sources gridded maps and its detemination in Jinjiang city
3d model of Fujian Normal University

Professional Services

Organizational Roles

DurationTime Role
2019- Fellow, International Institute of Spatial Lifecourse Epidemiology (ISLE).
2019- Contributor, GeoDa Center, rgeoda, libgeoda Github Organizations.
2015- Volunteer, Organization “Sustainable Cities & Mobility”.
2018- Expert, Aliyunqi Community.
2020- 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.

Peer Reviewer for Selected Academic Journals

  • European Heart Journal
  • Data in Brief
  • The Journal of Open Source Software
  • Shanghai Urban Planning Review

Awards & Honors & Fundings

Award & Honors

Year Award & Honors
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.

Fundings

DurationTime Fundings, Role
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
2015-2016 The Technological Innovation Plan of University Students, Fujian Normal University(cxxl-2015137), Investigator
2015-2016 The Technological Innovation Plan of University Students, Fujian Normal University(cxxl-2015146), Investigator
2014-2015 The Technological Innovation Plan of University Students, Fujian Normal University(cxxl-2014137), PI

Skills

R

80%

GIS

80%

3D modeling

80%

Python

70%

Statistics

70%

RS & Earth Observation

70%

Contact