| Understanding the dynamics of urban areas of interest through volunteered geographic information M Chen, D Arribas-Bel, A Singleton Journal of Geographical Systems 21, 89-109, 2019 | 58 | 2019 |
| Identifying and understanding road-constrained areas of interest (AOIs) through spatiotemporal taxi GPS data: A case study in New York City Y Liu, A Singleton, D Arribas-Bel, M Chen Computers, Environment and Urban Systems 86, 101592, 2021 | 42 | 2021 |
| Quantifying the characteristics of the local urban environment through geotagged flickr photographs and image recognition M Chen, D Arribas-Bel, A Singleton ISPRS International Journal of Geo-Information 9 (4), 264, 2020 | 36 | 2020 |
| Assessing the value of user-generated images of urban surroundings for house price estimation M Chen, Y Liu, D Arribas-Bel, A Singleton Landscape and Urban Planning 226, 104486, 2022 | 27 | 2022 |
| An interpretable machine learning framework for measuring urban perceptions from panoramic street view images Y Liu, M Chen, M Wang, J Huang, F Thomas, K Rahimi, M Mamouei Iscience 26 (3), 2023 | 26 | 2023 |
| Crowdsourcing Geospatial Data for Earth and Human Observations: A Review X Huang, S Wang, D Yang, T Hu, M Chen, M Zhang, G Zhang, F Biljecki, ... Journal of Remote Sensing 4, 0105, 2024 | 15 | 2024 |
| A reproducible notebook to acquire, process and analyse satellite imagery: Exploring long-term urban changes M Chen, D Fahrner, D Arribas-Bel, F Rowe Region 7 (2), R15-R46, 2020 | 6 | 2020 |
| An image library: The potential of imagery in (quantitative) social sciences D Arribas-Bel, F Rowe, M Chen, S Comber Handbook of Spatial Analysis in the Social Sciences, 528-543, 2022 | 3 | 2022 |
| Vivid London: Assessing the resilience of urban vibrancy during the COVID-19 pandemic using social media data M Chen, Y Liu, Z Ye, S Wang, W Zhang Sustainable Cities and Society 115, 105823, 2024 | 1 | 2024 |
| Evaluation of green space influence on housing prices using machine learning and urban visual intelligence Y Xu, R Chen, H Du, M Chen, C Fu, Y Li Cities 158, 105661, 2025 | | 2025 |
| How does extreme point sampling affect non-extreme simulation in geographical random forest? H Wang, M Chen, Z Wang, L Huang, CC Caudill, S Qu, X Que Earth Science Informatics, 1-9, 2024 | | 2024 |
| Exploring Energy Deprivation Across Small Areas in England and Wales (Short Paper) M Chen, A Singleton, C Robinson 12th International Conference on Geographic Information Science (GIScience 2023), 2023 | | 2023 |
| The use of Linked Consumer Registers to understand social and residential mobility M Chen, B Chi, J Van Dijk, P Longley 29th Annual GIS Research UK Conference (GISRUK), 2021 | | 2021 |
| Coping with the ‘New Normal’: Assessing Disparities in Urban Vibrancy Resilience Through the Lens of Socioeconomic Deprivation in New York City Y Liu, M Chen Available at SSRN 4945627, 0 | | |
Daniel Arribas-BelDepartment of Geography and PlanningVerified email at liverpool.ac.uk