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Dr Siqin Wang
Dr

Siqin Wang

Email: 

Overview

Background

Dr Wang is currently appointed as Honorary Research Fellow / Lecturer at UQ, double affiliated to RMIT University as Senior Lecturer. She is holding Ph.D in Geography, University of Queensland, Australia, 2018; M.S. in GIS, Northern Illinois University, USA, 2011; B.S. in Urban Planning, Sun Yat-Sen University, China, 2009. Before joining UQ in 2015, she worked as a Geographic Information System (GIS) analyst (2011-2012) in Arizona State Government, USA, and a GIS manager (2012-2015) eTour International, a private IT sector in Hawaii, USA. She has been working as an Australian Research Council (ARC) Postdoctoral Research Fellow (2018-2020) and as an Associate Lecturer (2021-2022) at UQ. She was nominated by the Australia Academy of Sciences as the Research Fellow of the Japan Society for the Promotion of Science in 2021. I have been involved in teaching in six courses at UQ: GEOM 2001 Introduction of Geographic Information Analysis (lecturer and course coordinator); GEOM 3003/7002 Spatial Modelling and Analysis (lecturer and course coordinator); GEOM 1001 Fundamentals of Geographic Information and Technologies (lecturer and tutor); GEOG2001 Human Mobility and Migration, GEOG 2205/7205 Global Population Issue, and GEOG 3205 Applied Demography.

Availability

Dr Siqin Wang is:
Available for supervision

Qualifications

  • Doctor of Philosophy, The University of Queensland

Research interests

  • GIScience

    Developing and applying framework and methods of GIScience (i.e., urban modelling, remote sensing, and spatial analysis) and spatiotemporal big data analytics (e.g., geospatial artificial intelligence, geoinformatics, and big data mining) to understand computational social science and human-environment interactions in the domain of digital health geography, human settlement, human mobility and migration, social vulnerability and inequality, human responses to climate change.

Research impacts

Since Dr Wang's PhD conferral in 2018, she has published +50 journal articles (as the leading and corresponding author in 35), four book chapters, and one media outlet. She has been working on four Australian Research Council projects and international projects with collaborators from +20 universities in the USA, UK, Canada, China, Japan, UK, Switzerland, the Netherlands, and Qatar. Her publications include the Top One Journal in Human Geography Progress in Human Geography (IF 6.766, 1/84 in Human Geography), Journal of Environmental Management (IF 5.647, 6/128 in Environmental Science), Cities (IF 4.802, 7/65 in Urban Studies), Transport Policy (IF 3.382, 16/149 in Tranportation), Applied Geography (IF 3.508, 10/84 in Geography), and Environment and Planning A (IF 2.855, 12/84 in Geography).

Dr Wang is the principal investigator and co-investigator in research projects funded by the Australian Urban Research Institute and Network and Japan Society for the Promotion of Science. She was awarded as the Top 20 Global Cutting-edge Technology Young Scientist 2022; First Prize and People’s Choice in the School of Earth and Environmental Sciences Poster Competition, University of Queensland, 2015; Honour Membership in Gamma Theta Upsilon, the International Geographic Honour Society (since 2011), AAG First Prize Award (2011) and AAG Travel Fund (2011). She currently acts as the Associated Chair, Spatial Data Lab affiliated to Centre of Geographic Analysis, Harvard University; the Vice Chair of the Young Scientist Innovation Network for Digital Earth of ISDE (International Society for Digital Earth); the editorial board member of the International Journal of Digital Earth (08/2022), the guest editor in International Journal of Earth Observation and Geoinformatics, and the reviewer in 20+ international journals.

Works

Search Professor Siqin Wang’s works on UQ eSpace

75 works between 2009 and 2025

1 - 20 of 75 works

2025

Journal Article

Unequal green: a mixed-methods spatial assessment of urban green space provision, quality, and accessibility in Mardan, Pakistan

Ibrahim, Muhammad, Wang, Siqin, Lyu, Shaokun, Ahmad, Niaz and Nasir, Muhammad Jamal (2025). Unequal green: a mixed-methods spatial assessment of urban green space provision, quality, and accessibility in Mardan, Pakistan. Urban Informatics, 4 (1) 19. doi: 10.1007/s44212-025-00088-6

Unequal green: a mixed-methods spatial assessment of urban green space provision, quality, and accessibility in Mardan, Pakistan

2025

Journal Article

Rising temperatures, rising disparities: The future of heat exposure in the U.S. by 2050

Wang, Siqin, Huang, Xiao, Tao, Yaguang, Kang, Wei and Sun, Qian Chayn (2025). Rising temperatures, rising disparities: The future of heat exposure in the U.S. by 2050. Journal of Cleaner Production, 528 146767, 146767. doi: 10.1016/j.jclepro.2025.146767

Rising temperatures, rising disparities: The future of heat exposure in the U.S. by 2050

2025

Journal Article

Navigating spatial inequities in freight truck crash severity via counterfactual inference in Los Angeles

Wang, Yichen, Yin, Hao, Yang, Yifan, Zhao, Chenyang and Wang, Siqin (2025). Navigating spatial inequities in freight truck crash severity via counterfactual inference in Los Angeles. Journal of Transport Geography, 128 104387, 104387. doi: 10.1016/j.jtrangeo.2025.104387

Navigating spatial inequities in freight truck crash severity via counterfactual inference in Los Angeles

2025

Journal Article

Australian nationwide assessment of social vulnerability in two decades through its linkage to the built environment

Wang, Siqin, Liu, Haiyan, Cai, Wenhui, Huang, Xiao and Sun, Qian Chayn (2025). Australian nationwide assessment of social vulnerability in two decades through its linkage to the built environment. Habitat International, 163 103495, 103495-163. doi: 10.1016/j.habitatint.2025.103495

Australian nationwide assessment of social vulnerability in two decades through its linkage to the built environment

2025

Conference Publication

A Novel and Practical Approach to Generate All-Weather 30-Meter Land Surface Temperature Data

Liu, Shengjie, Zhang, Lu and Wang, Siqin (2025). A Novel and Practical Approach to Generate All-Weather 30-Meter Land Surface Temperature Data. IEEE. doi: 10.1109/igarss55030.2025.11242350

A Novel and Practical Approach to Generate All-Weather 30-Meter Land Surface Temperature Data

2025

Journal Article

Human-perceived vs actual built environment: Using human-centred GeoAI and street view images to support urban planning in Australia

Wang, Siqin, Cai, Wenhui, Sun, Qian Chayn, Wu, Connor Y.H., Huang, Xiao, Giannopoulos, Ioannis, Alinaghi, Negar and Liu, Zhihang (2025). Human-perceived vs actual built environment: Using human-centred GeoAI and street view images to support urban planning in Australia. Journal of Environmental Management, 389 126070, 1-17. doi: 10.1016/j.jenvman.2025.126070

Human-perceived vs actual built environment: Using human-centred GeoAI and street view images to support urban planning in Australia

2025

Journal Article

Charting the progress and future directions of disability studies in human geography: A comprehensive systematic review dating back to 1980s

Wang, Haotian, Lai, Zhongyu, Wang, Siqin, Liu, Jian and Liu, Xintao (2025). Charting the progress and future directions of disability studies in human geography: A comprehensive systematic review dating back to 1980s. Cities, 161 105910, 1-17. doi: 10.1016/j.cities.2025.105910

Charting the progress and future directions of disability studies in human geography: A comprehensive systematic review dating back to 1980s

2025

Journal Article

Spatially integrated social sciences: opportunities for computational urban science

Wang, Siqin and Corcoran, Jonathan (2025). Spatially integrated social sciences: opportunities for computational urban science. Computational Urban Science, 5 (1) 11, 1-6. doi: 10.1007/s43762-025-00170-4

Spatially integrated social sciences: opportunities for computational urban science

2025

Journal Article

Reducing the social inequity of neighborhood visual environment in Los Angeles through computer vision and multi-model machine learning

Wang, Siqin, Yoo, Jooyoung, Cai, Wenhui, Yang, Fan, Huang, Xiao, Sun, Qian Chayn and Lyu, Shaokun (2025). Reducing the social inequity of neighborhood visual environment in Los Angeles through computer vision and multi-model machine learning. Sustainable Cities and Society, 119 106062. doi: 10.1016/j.scs.2024.106062

Reducing the social inequity of neighborhood visual environment in Los Angeles through computer vision and multi-model machine learning

2025

Journal Article

ComHazAsTC-RRE: Compound Hazard Assessment of Tropical Cyclones within Repeatable, Reproducible, and Expandable Framework

Zhou, Ziying, Yang, Saini, Wang, Siqin, Liu, Xiaoyan, Hu, Fuyu, Wu, Yaqiao and Chen, Yu (2025). ComHazAsTC-RRE: Compound Hazard Assessment of Tropical Cyclones within Repeatable, Reproducible, and Expandable Framework. International Journal of Applied Earth Observation and Geoinformation, 136 104314, 1-13. doi: 10.1016/j.jag.2024.104314

ComHazAsTC-RRE: Compound Hazard Assessment of Tropical Cyclones within Repeatable, Reproducible, and Expandable Framework

2025

Journal Article

Editorial: Multilevel medical security systems and big data in healthcare: trends and developments

Fan, Fei and Wang, Siqin (2025). Editorial: Multilevel medical security systems and big data in healthcare: trends and developments. Frontiers in Public Health, 12 1516102, 1-2. doi: 10.3389/fpubh.2024.1516102

Editorial: Multilevel medical security systems and big data in healthcare: trends and developments

2025

Journal Article

Open science 2.0: revolutionizing spatiotemporal data sharing and collaboration

Wang, Siqin, Huang, Xiao, Zhang, Mengxi, Bao, Shuming, Liu, Lingbo, Fu, Xiaokang, Zhang, Ting, Song, Yongze, Kedron, Peter, Wilson, John, Ye, Xinyue, Yang, Chaowei and Guan, Wendy (2025). Open science 2.0: revolutionizing spatiotemporal data sharing and collaboration. Computational Urban Science, 5 (1) 4, 1-6. doi: 10.1007/s43762-025-00165-1

Open science 2.0: revolutionizing spatiotemporal data sharing and collaboration

2025

Journal Article

Crowdsourcing geographic information for terrorism-related disaster awareness and mitigation: perspectives and challenges

Chukwu, Michaelmary, Huang, Xiao, Wang, Siqin, Yang, Di and Ye, Xinyue (2025). Crowdsourcing geographic information for terrorism-related disaster awareness and mitigation: perspectives and challenges. Geo-spatial Information Science, 28 (5), 2082-2099. doi: 10.1080/10095020.2024.2442088

Crowdsourcing geographic information for terrorism-related disaster awareness and mitigation: perspectives and challenges

2024

Journal Article

Multi-source tri-environmental conceptual framework for fire impact analysis

Li, Zongrong, Li, Qiluo, Li, Haiyang, Wang, Siqin and Qi, Yi (2024). Multi-source tri-environmental conceptual framework for fire impact analysis. Urban Informatics, 3 (1) 31. doi: 10.1007/s44212-024-00063-7

Multi-source tri-environmental conceptual framework for fire impact analysis

2024

Journal Article

Vivid London: Assessing the resilience of urban vibrancy during the COVID-19 pandemic using social media data

Chen, Meixu, Liu, Yunzhe, Ye, Zi, Wang, Siqin and Zhang, Wenjing (2024). Vivid London: Assessing the resilience of urban vibrancy during the COVID-19 pandemic using social media data. Sustainable Cities and Society, 115 105823, 105823. doi: 10.1016/j.scs.2024.105823

Vivid London: Assessing the resilience of urban vibrancy during the COVID-19 pandemic using social media data

2024

Journal Article

Does increased temperature affect residential mobility? A 20-year nationwide evidence in Australia

Wang, Siqin, Cai, Wenhui, Sun, Qian Chayn and Liu, Yan (2024). Does increased temperature affect residential mobility? A 20-year nationwide evidence in Australia. Cities, 149 104965, 1-12. doi: 10.1016/j.cities.2024.104965

Does increased temperature affect residential mobility? A 20-year nationwide evidence in Australia

2024

Journal Article

Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review

Wang, Siqin, Huang, Xiao, Liu, Pengyuan, Zhang, Mengxi, Biljecki, Filip, Hu, Tao, Fu, Xiaokang, Liu, Lingbo, Liu, Xintao, Wang, Ruomei, Huang, Yuanyuan, Yan, Jingjing, Jiang, Jinghan, Chukwu, Michaelmary, Reza Naghedi, Seyed, Hemmati, Moein, Shao, Yaxiong, Jia, Nan, Xiao, Zhiyang, Tian, Tian, Hu, Yaxin, Yu, Lixiaona, Yap, Winston, Macatulad, Edgardo, Chen, Zhuo, Cui, Yunhe, Ito, Koichi, Ye, Mengbi, Fan, Zicheng ... Bao, Shuming (2024). Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review. International Journal of Applied Earth Observation and Geoinformation, 128 103734, 1-17. doi: 10.1016/j.jag.2024.103734

Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review

2024

Journal Article

Horizontal and vertical inequity of multi-modal healthcare accessibility in the aging Japan in the post-COVID era: a GIS-based approach

Wang, Siqin and Sadahiro, Yukio (2024). Horizontal and vertical inequity of multi-modal healthcare accessibility in the aging Japan in the post-COVID era: a GIS-based approach. International Journal of Digital Earth, 17 (1) 2310731. doi: 10.1080/17538947.2024.2310731

Horizontal and vertical inequity of multi-modal healthcare accessibility in the aging Japan in the post-COVID era: a GIS-based approach

2024

Journal Article

GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review

Wang, Siqin, Hu, Tao, Xiao, Huang, Li, Yun, Zhang, Ce, Ning, Huan, Zhu, Rui, Li, Zhenlong and Ye, Xinyue (2024). GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review. International Journal of Digital Earth, 17 (1) 2353122. doi: 10.1080/17538947.2024.2353122

GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review

2023

Journal Article

Toward a comprehensive understanding of eye-level urban greenness: a systematic review

Yan, Jingjing, Huang, Xiao, Wang, Siqin, He, Yiyi, Li, Xiao, Hohl, Alexander, Li, Xiaojiang, Aly, Mohamed and Lin, Beiyu (2023). Toward a comprehensive understanding of eye-level urban greenness: a systematic review. International Journal of Digital Earth, 16 (2), 4769-4789. doi: 10.1080/17538947.2023.2283479

Toward a comprehensive understanding of eye-level urban greenness: a systematic review

Supervision

Availability

Dr Siqin Wang is:
Available for supervision

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Media

Enquiries

For media enquiries about Dr Siqin Wang's areas of expertise, story ideas and help finding experts, contact our Media team:

communications@uq.edu.au