Publications

(2025) Where England's cities are growing: Evidence from big building footprint data and explainable AI. Habitat International, 163, 103457
Xinyi Yuan, Ziqi Li, Anahid Basiri, Dr. Mingshu Wang
DOI
(2025) Shrinking cities in China's urban network: a data-driven exploration of migration and investment flows. Applied Geography, 180, 103664
Yuzhou Chen, Ran Tao, Qiwei Ma, Dr. Mingshu Wang
DOI
(2025) Formalising the urban pattern language: a morphological paradigm towards understanding the multi-scalar spatial structure of cities. Cities, 161, 105854
Cai Wu, Jiong Wang, Dr. Mingshu Wang, Filip Biljecki, Menno-Jan Kraak
DOI
(2025) High-resolution traffic flow data from the urban traffic control system in Glasgow. Scientific Data, 12, 253
Yue Li, Qunshan Zhao, Dr. Mingshu Wang
DOI
(2025) Solar radiation drives the plant species distribution in urban built-up areas. Plants, 14(4), 539
Heyi Wei, Bo Huang, Dr. Mingshu Wang, Xuejun Liu
DOI
(2025) Construction enthusiasts versus demolition giants: insights from building footprint data in England. Environment and Planning B: Urban Analytics and City Science
Xinyi Yuan, Ziqi Li, Anahid Basiri, Dr. Mingshu Wang
DOI
(2025) A multi-level spatial assessment framework for identifying land use conflict zones. Land Use Policy, 148, 107382
Danyang Wang, Dr. Mingshu Wang, Wei Zheng, Yaya Song, Xianjin Huang
DOI
(2025) GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data. In: 39th Annual AAAI Conference on Artificial Intelligence (AAAI'25), Philadelphia, Pennsylvania, USA, 25 February – 4 March 2025, pp. 11572-11580. ISBN 9781577358978
Rui Deng, Ziqi Li, Dr. Mingshu Wang
DOI
(2024) Understanding urban traffic flows in response to COVID-19 pandemic with emerging urban big data in Glasgow. Cities, 154, 105381
Yue Li, Qunshan Zhao, Dr. Mingshu Wang
DOI
(2024) "Local hubs and global gateways": understanding the impact of Singapore's master plan on urban polycentricity. Environment and Planning B: Urban Analytics and City Science
Cai Wu, Dr. Mingshu Wang, Jiong Wang, Duncan Smith, Menno-Jan Kraak
DOI
(2024) Understanding the protection of privacy when counting subway travelers through anonymization. Computers, Environment and Urban Systems, 110, 102091
Nadia Shafaeipour, Valeriu-Daniel Stanciu, Maarten Van Steen, Dr. Mingshu Wang
DOI
(2024) Preface. AGILE: GIScience Series, 5, 1
Alison Heppenstall, Dr. Mingshu Wang, Urska Demsar, Rob Lemmens, Jing Yao
DOI
(2024) Occupation prediction with multimodal learning from Tweet messages and Google Street View images. AGILE: GIScience Series, 5, 36
Xinyi Liu, Bo Peng, Meiliu Wu, Dr. Mingshu Wang, Heng Cai, Qunying Huang
DOI
(2024) A spacematrix and clustering approach to understanding the morphology of Singapore's Housing Development Board (HDB) estates. AGILE: GIScience Series, 5, 54
Cai Wu, Jiong Wang, Dr. Mingshu Wang, Menno-Jan Kraak
DOI
(2024) A Transformer-Based Model for Effective Representation of Geospatial Data and Context. EGU General Assembly 2024, Vienna, Austria, 14-19 April 2024
Rui Deng, Ziqi Li, Dr. Mingshu Wang
DOI
(2024) Machine learning-based characterisation of urban morphology with the street pattern. Computers, Environment and Urban Systems, 109, 102078
Cai Wu, Jiong Wang, Dr. Mingshu Wang, Menno-Jan Kraak
DOI
(2024) Mapping street patterns with network science and supervised machine learning. ISPRS International Journal of Geo-Information, 13(4), 114
Cai Wu, Yanwen Wang, Jiong Wang, Menno-Jan Kraak, Dr. Mingshu Wang
DOI
(2024) Graph convolutional networks for street network analysis with a case study of urban polycentricity in Chinese cities. International Journal of Geographical Information Science
Ding Ma, Fangning He, Yang Yue, Renzhong Guo, Tianhong Zhao, Dr. Mingshu Wang
DOI
(2024) Three-dimensional land-use configuration and property prices: a spatially filtered multi-level modelling perspective. Environment and Planning B: Urban Analytics and City Science, 51(2), pp. 438-455
Wei Zheng, Dr. Mingshu Wang
DOI
(2024) 27th AGILE Conference on Geographic Information Science "Geographic Information Science for a Sustainable Future". AGILE: GIScience Series. 5 [Edited Journal]
Alison Heppenstall, Dr. Mingshu Wang, Urska Demsar, Rob Lemmens, Jing Yao
(2023) Equalizing urban agriculture access in Glasgow: a spatial optimization approach. International Journal of Applied Earth Observation and Geoinformation, 124, 103525
Amy Russell, Ziqi Li, Dr. Mingshu Wang
DOI
(2023) Embedding artificial intelligence in society: looking beyond the EU AI master plan using the culture cycle. AI and Society, 38(4), pp. 1465-1484
S. Borsci, Dr. Mingshu Wang
DOI
(2023) Measuring polycentric urban development with multi-temporal Sentinel-1 SAR imagery: a case study in Shanghai, China. International Journal of Applied Earth Observation and Geoinformation, 121, 103340
Xu Zhang, Ling Chang, Dr. Mingshu Wang, Alfred Stein
DOI
(2023) Analysis The Influencing Factors of Urban Traffic Flows by Using Emerging Urban Big Data. In: 31st Annual Geographical Information Science Research UK Conference (GISRUK2023), Glasgow, Scotland, 19-21 Apr 2023
Yue Li, Qunshan Zhao, Dr. Mingshu Wang
DOI
(2023) Elucidation of spatial disparities of factors that affect air pollutant concentrations in industrial regions at a continental level. International Journal of Applied Earth Observation and Geoinformation, 117, 103221
Zehua Zhang, Yongze Song, Peng Luo, Peng Wu, Xiaochi Liu, Dr. Mingshu Wang
DOI
(2023) The impact of mass gatherings on the local transmission of COVID-19 and the implications for social distancing policies: Evidence from Hong Kong. PLoS ONE, 18(2), e0279539
Pengyu Zhu, Xinying Tan, Dr. Mingshu Wang, Fei Guo, Shuai Shi, Zhizhao Li
DOI
(2022) Land use regulations, transit investment, and commuting preferences. Land Use Policy, 122, 106343
Pengyu Zhu, Xinying Tan, Songnian Zhao, Shuai Shi, Dr. Mingshu Wang
DOI
(2022) Ridesharing accessibility from the human eye: Spatial modeling of built environment with street-level images. Computers, Environment and Urban Systems, 97, 101858
Dr. Mingshu Wang, Zheyan Chen, Helena Hang Rong, Lan Mu, Pengyu Zhu, Zenglin Shi
DOI
(2022) Urban expansion and the urban–rural income gap: empirical evidence from China. Cities, 129, 103831
Sujuan Zhong, Dr. Mingshu Wang, Yi Zhu, Zhigang Chen, Xianjin Huang
DOI
(2022) A hierarchical spatial unit partitioning approach for fine-grained urban functional region identification. Transactions in GIS, 26(6), pp. 2691-2715
Changfeng Jing, Hongyang Zhang, Shishuo Xu, Dr. Mingshu Wang, Feifei Zhuo, Sirui Liu
DOI
(2022) Regional integration in the Horn of Africa through the lens of inter-city connectivity. Applied Geography, 145, 102754
Dr. Mingshu Wang, Ben Derudder, Charles Kunaka, Xingjian Liu
DOI
(2022) Analysis the Influencing Factors of Urban Traffic Flows by Using New and Emerging Urban Big Data and Deep Learning. In: XXIVth ISPRS Congress, Nice, France, 6-11 June 2022, pp. 537-543
Yue Li, Qunshan Zhao, Dr. Mingshu Wang
DOI
(2022) Understanding taxi ridership with spatial spillover effects and temporal dynamics. Cities, 125, 103637
Pengyu Zhu, Jie Huang, Jiaoe Wang, Yu Liu, Jiarong Li, Dr. Mingshu Wang, Wei Qiang
DOI
(2022) Cultivating historical heritage area vitality using urban morphology approach based on big data and machine learning. Computers, Environment and Urban Systems, 91, 101716
Jiayu Wu, Yutian Lu, Hei Gao, Dr. Mingshu Wang
DOI
(2021) Measuring polycentric urban development: the importance of accurately determining the 'balance' between 'centers'. Cities, 111, 103009
Ben Derudder, Xingjian Liu, Dr. Mingshu Wang, Weiyang Zhang, Kang Wu, Freke Caset
DOI
(2021) Simulating the urban spatial structure with spatial interaction: A case study of urban polycentricity under different scenarios. Computers, Environment and Urban Systems, 89, 101677
Cai Wu, Duncan Smith, Dr. Mingshu Wang
DOI
(2021) Urban morphology and traffic congestion: longitudinal evidence from US cities. Computers, Environment and Urban Systems, 89, 101676
Dr. Mingshu Wang, Neil Debbage
DOI
(2021) Access to urban parks: Comparing spatial accessibility measures using three GIS-based approaches. Computers, Environment and Urban Systems, 90, 101713
Siqin Wang, Dr. Mingshu Wang, Yan Liu
DOI
(2021) Life between buildings from a street view image: what do big data analytics reveal about neighbourhood organisational vitality? Urban Studies, 58(15), pp. 3118-3139
Dr. Mingshu Wang, Floris Vermeulen
DOI
(2020) Road network structure and ride-sharing accessibility: a network science perspective. Computers, Environment and Urban Systems, 80, 101430
Dr. Mingshu Wang, Zheyan Chen, Lan Mu, Xuan Zhang
DOI
(2020) Urban form, shrinking cities, and residential carbon emissions: evidence from Chinese city-regions. Applied Energy, 261, 114409
Xingjian Liu, Dr. Mingshu Wang, Wei Qiang, Kang Wu, Xiaomi Wang
DOI
(2020) Where we are in fighting against COVID-19. Environment and Planning A, 52(8), pp. 1483-1486
Xuebin Wei, Dr. Mingshu Wang, Menno-Jan Kraak
DOI
(2020) Urbanization's effects on the urban-rural income gap in China: a meta-regression analysis. Land Use Policy, 99, 104995
Yuan Yuan, Dr. Mingshu Wang, Yi Zhu, Xianjin Huang, Xuefeng Xiong
DOI
(2019) Image processing and analysis methods. In: Manual of Remote Sensing, 4th Edition. American Society for Photogrammetry and Remote Sensing: Bethesda, pp. 631-868
S. Bernardes, Dr. Mingshu Wang
DOI
(2019) Predicting overall customer satisfaction: big data evidence from hotel online textual reviews. International Journal of Hospitality Management, 76(Part A), pp. 111-121
Yabing Zhao, Xun Xu, Dr. Mingshu Wang
DOI
(2019) Travel distance and hotel service satisfaction: an inverted U-shaped relationship. International Journal of Hospitality Management, 76(Part A), pp. 261-270
Sangwon Park, Yang Yang, Dr. Mingshu Wang
DOI
(2019) A robust noise mitigation method for the mobile RFID location in built environment. Sensors, 19(9), 2143
Changfeng Jing, Tiancheng Sun, Qiang Chen, Mingyi Du, Dr. Mingshu Wang, Shouqing Wang, Jian Wang
DOI
(2019) Bike-sharing or taxi? Modeling the choices of travel mode in Chicago using machine learning. Journal of Transport Geography, 79, 102479
Xiaolu Zhou, Dr. Mingshu Wang, Dongying Li
DOI
(2019) Polycentric urban development and economic productivity in China: a multiscalar analysis. Environment and Planning A: Economy and Space, 51(8), pp. 1622-1643
Dr. Mingshu Wang, Ben Derudder, Xingjian Liu
DOI
(2018) Geospatial Applications of the Internet of Things (IoT) [Guest Editors]. ISPRS International Journal of Geo-Information, 7
Marguerite Madden, Giuseppina Vacca, Dev Raj Paudyal, Dr. Mingshu Wang
(2018) Spatial disparities of Uber accessibility: an exploratory analysis in Atlanta, USA. Computers, Environment and Urban Systems, 67, pp. 169-175
Dr. Mingshu Wang, Lan Mu
DOI
(2018) Analyzing and visualizing the spatial interactions between tourists and locals: a Flickr study in ten US cities. Cities, 74, pp. 249-258
Dongying Li, Xiaolu Zhou, Dr. Mingshu Wang
DOI
(2018) A low-cost collaborative location scheme with GNSS and RFID for the Internet of Things. ISPRS International Journal of Geo-Information, 7(5), 180
Changfeng Jing, Shouqing Wang, Dr. Mingshu Wang, Mingyi Du, Lei Zhou, Tiancheng Sun, Jian Wang
DOI
(2018) Sleepless nights in hotels? Understanding factors that influence hotel sleep quality. International Journal of Hospitality Management, 74, pp. 189-201
Zhenxing Mao, Yang Yang, Dr. Mingshu Wang
DOI
(2018) Polycentric urban development in China: a multi-scale analysis. Environment and Planning B: Urban Analytics and City Science, 45(5), pp. 953-972
Xingjian Liu, Ben Derudder, Dr. Mingshu Wang
DOI
(2018) Integrating Scale in Remote Sensing and GIS. Photogrammetric Engineering and Remote Sensing, 84(11), p. 673 [Book Review]
Dr. Mingshu Wang
DOI
(2017) Big data for intrametropolitan human movement studies. International Review for Spatial Planning and Sustainable Development, 5(3), pp. 100-115
Jiangping Zhou, Dr. Mingshu Wang, Ying Long
DOI
(2017) Modeling projected changes of mangrove biomass in different climatic scenarios in the Sunda Banda Seascapes. International Journal of Digital Earth, 10(4), pp. 457-468
Dr. Mingshu Wang, Marguerite Madden, Ian Hendy, Estradivari, Gabby N. Ahmadia
DOI
(2017) From stay to play – a travel planning tool based on crowdsourcing user-generated contents. Applied Geography, 78, pp. 1-11
Xiaolu Zhou, Dr. Mingshu Wang, Dongying Li
DOI
(2017) A two-level comparison of CO2 emission data in China: evidence from three gridded data sources. Journal of Cleaner Production, 148, pp. 194-201
Dr. Mingshu Wang, Bofeng Cai
DOI
(2017) Bike-sharing systems and congestion: evidence from US cities. Journal of Transport Geography, 65, pp. 147-154
Dr. Mingshu Wang, Xiaolu Zhou
DOI
(2017) Exploring the relationship between urban forms and CO2 emissions in 104 Chinese cities. Journal of Urban Planning and Development, 143(4), 04017014
Dr. Mingshu Wang, Marguerite Madden, Xingjian Liu
DOI
(2016) Outside the ivory tower: visualizing university students' top transit-trip destinations and popular corridors. Regional Studies, Regional Science, 3(1), pp. 202-206
Dr. Mingshu Wang, Jiangping Zhou, Ying Long, Feng Chen
DOI
(2016) Visualizing pesticide usage in the United States from 1992 to 2009. Environment and Planning A, 48(3), pp. 455-457
Dr. Mingshu Wang
DOI
(2016) Bridging the Gap Between Geography and Marketing: Opportunities for CyberGIS. CyberGIS 2016 - CyberGIS Curriculum Workshop for Synthesizing Education Materials, San Francisco, CA, USA, 02-03 Apr 2016
Dr. Mingshu Wang, Marguerite Madden
(2016) Geography matters in online hotel reviews. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B2, pp. 573-576
Dr. Mingshu Wang, Xiaolu Zhou
DOI
(2016) How polycentric is urban China and why? A case study of 318 cities. Landscape and Urban Planning, 151, pp. 10-20
Xingjian Liu, Dr. Mingshu Wang
DOI
(2016) Crowdsourcing the landscape of cannabis (marijuana) of the contiguous United States. Environment and Planning A, 48(8), pp. 1449-1451
Dr. Mingshu Wang
DOI
(2016) Location Is (Still) Everything: The Surprising Influence of the Real World on How We Search, Shop, and Sell in the Virtual One by David R. Bell. Southeastern Geographer, 56(4), pp. 476-477 [Book Review]
Dr. Mingshu Wang
DOI
(2015) Delineating biophysical environments of the Sunda Banda Seascape, Indonesia. International Journal of Environmental Research and Public Health, 12(2), pp. 1069-1082
Dr. Mingshu Wang, Gabby N. Ahmadia, Illiana Chollett, Charles Huang, Helen Fox, Anton Wijonarno, Marguerite Madden
DOI
(2015) Promoting Ecohealth through geography and governmental partnerships. EcoHealth, 12(2), pp. 206-207
Dr. Mingshu Wang
DOI
(2015) Global Urban Monitoring and Assessment through Earth Observation. Photogrammetric Engineering and Remote Sensing, 81(9), -692 [Book Review]
Dr. Mingshu Wang
DOI
(2014) What geomorphological characteristics accommodate emergent herbaceous wetlands in North Georgia? - geographic knowledge discovery from the NLCD and DEM. Annals of GIS, 20(3), pp. 169-180
Dr. Mingshu Wang, Lan Mu
DOI
(2012) Evaluating intensive land use situation of development zone based on cloud models. Nongye Gongcheng Xuebao = Transactions of the Chinese Society of Agricultural Engineering, 28(10), pp. 247-252
Dr. Mingshu Wang, Ming Zhu
DOI