Estimating commuting matrix and error mitigation – A complementary use of aggregate travel survey, location-based big data and discrete choice models

Bologna’s "proximity ecosystems"
Papa, E., Büttner, B., Seisenberger S. and Cao, M. 2024. Bologna’s "proximity ecosystems". in: Moreno, C. (ed.) Italy In Proximity: The Future of Urban and Territorial Planning CNAPPC Scientific Committee.

The Impacts of Visible Green Spaces on the Mental well-being of University Students
Bai, Y., Wang, R., Yang, L., Ling, Y. and Cao, M. 2024. The Impacts of Visible Green Spaces on the Mental well-being of University Students. Applied Spatial Analysis and Policy. 17, pp. 1105-1127. https://doi.org/10.1007/s12061-024-09578-7

Exploring the dynamics of cross-boundary interactions in Qinglinkou, China: the perspective of networks of second-home owners
Wu, M., Cao, M. and Sun, J. 2024. Exploring the dynamics of cross-boundary interactions in Qinglinkou, China: the perspective of networks of second-home owners. Current Issues in Tourism. 27 (13), pp. 2048-2065. https://doi.org/10.1080/13683500.2024.2320864

Boat commuting, travel satisfaction and well-being: Empirical evidence from Greater London
Zhao, X., Papaix, C., Cao, M. and Lyu, N. 2024. Boat commuting, travel satisfaction and well-being: Empirical evidence from Greater London. Transportation Research Part D: Transport and Environment. 129 104122. https://doi.org/10.1016/j.trd.2024.104122

Congestion and pollutant emission analysis of urban road networks based on floating vehicle data
Shang, W., Song, X., Chen, Y., Yang, X., Liang, L., Deveci, M., Cao, M., Xiang, Q. and Yu, Q. 2024. Congestion and pollutant emission analysis of urban road networks based on floating vehicle data. Urban Climate. 53 101794. https://doi.org/10.1016/j.uclim.2023.101794

Exploring ‘equigenesis’ in the associations between green space and kidney health among middle-aged and older adults using street view data
Wang, R., Dong, G., Cao, M., Zhou, Y. and Dong, G. 2024. Exploring ‘equigenesis’ in the associations between green space and kidney health among middle-aged and older adults using street view data. Innovation in Aging. 8 (1) igad130. https://doi.org/10.1093/geroni/igad130

Gravity-based models for evaluating urban park accessibility: Why does localized selection of attractiveness factors and travel modes matter?
Chen, P., Wang, W., Qian, C., Cao, M. and Yang, T. 2024. Gravity-based models for evaluating urban park accessibility: Why does localized selection of attractiveness factors and travel modes matter? Environment and Planning B: Urban Analytics and City Science. 51 (4), pp. 904-922. https://doi.org/10.1177/23998083231206168

The development of a rebar-counting model for reinforced concrete columns: Using an unmanned aerial vehicle and deep-learning approach
Wang, S., Kim, M., Hae, H., Cao, M. and Kim, J. 2023. The development of a rebar-counting model for reinforced concrete columns: Using an unmanned aerial vehicle and deep-learning approach. Journal of Construction Engineering and Management. 149 (11), p. 1–13. https://doi.org/10.1061/jcemd4.coeng-13686

Road Freight Transport SMEs: Trading, Operational and Decarbonisation Perspectives - Summary slideset
Allen, J., Piecyk, M. and Cao, M. 2023. Road Freight Transport SMEs: Trading, Operational and Decarbonisation Perspectives - Summary slideset. Centre for Sustainable Road Freight.

Road Freight Transport SMEs: Trading, Operational and Decarbonisation Perspectives - Briefing Report
Allen, J., Piecyk, M. and Cao, M. 2023. Road Freight Transport SMEs: Trading, Operational and Decarbonisation Perspectives - Briefing Report. Centre for Sustainable Road Freight.

Exploring the Relationship between Urban Form, Mobility and Social Well-Being: Towards an Interdisciplinary Field of Sustainable Urban Planning and Transport Development
Cao, M., Papaix, C., Yang, T. and Büttner, B. 2023. Exploring the Relationship between Urban Form, Mobility and Social Well-Being: Towards an Interdisciplinary Field of Sustainable Urban Planning and Transport Development . Sustainability. 15 (11) 8498. https://doi.org/10.3390/su15118498

Synthesising the existing literature on the market acceptance of autonomous vehicles and the external underlying factors
Rezaei, A., Cao, M., Liu, Q. and De Vos, J. 2023. Synthesising the existing literature on the market acceptance of autonomous vehicles and the external underlying factors. Journal of Advanced Transportation. 2023 6065060. https://doi.org/10.1155/2023/6065060

Is it possible to compete with car use? How buses can facilitate sustainable transport
Liu, Q., Liu, Y., Chen, C-L., Papa, E., Ling, Y. and Cao, M. 2023. Is it possible to compete with car use? How buses can facilitate sustainable transport. Urban Planning. 8 (3). https://doi.org/10.17645/up.v8i3.6368

Spatial risk for a superspreading environment: Insights from six urban facilities in six global cities across four continents
Loo, B.P.Y., Tsoi, K.H., Axhausen, K.W., Cao, M., Lee, Y. and Koh, K.P. 2023. Spatial risk for a superspreading environment: Insights from six urban facilities in six global cities across four continents. Frontiers in Public Health. 11 1128889. https://doi.org/10.3389/fpubh.2023.1128889

Do residents living in transit-oriented development station catchment areas travel sustainably? The impacts of life events
Shen, T., Cheng, L., Yang, Y., Deng, J., Jin, T. and Cao, M. 2023. Do residents living in transit-oriented development station catchment areas travel sustainably? The impacts of life events. Journal of Advanced Transportation. 2023 9318505. https://doi.org/10.1155/2023/9318505

Development of a composite regional vulnerability index and its relationship with the impacts of the COVID‑19 pandemic
Cao, M., Yao, Q., Chen, B., Ling, Y., Hu, Y. and Xu, G. 2023. Development of a composite regional vulnerability index and its relationship with the impacts of the COVID‑19 pandemic. Computational Urban Science. 3 1. https://doi.org/10.1007/s43762-023-00078-x

Investigation of the drivers of logistics outsourcing in the United Kingdom's pharmaceutical manufacturing industry
Ali, A., Cao, M., Allen, J., Liu, Q., Ling, Y and Cheng, L. 2023. Investigation of the drivers of logistics outsourcing in the United Kingdom's pharmaceutical manufacturing industry. Multimodal Transportation. 2 (1) 100064. https://doi.org/10.1016/j.multra.2022.100064

The inequalities of different dimensions of visible street urban green space provision: A machine learning approach
Wang, R., Cao, M., Yao, Y. and Wu, W. 2022. The inequalities of different dimensions of visible street urban green space provision: A machine learning approach. Land Use Policy. 123 106410. https://doi.org/10.1016/j.landusepol.2022.106410

Impacts of reduced inequalities on quality education: Examining the relationship between regional sustainability and higher education
Liu, T., Zhu, X. and Cao, M. 2022. Impacts of reduced inequalities on quality education: Examining the relationship between regional sustainability and higher education. Sustainability. 14 14112. https://doi.org/10.3390/su142114112

Editorial Introduction: Shifting frontiers of the new spatial planning paradigm from a theoretical and methodological development perspective
Cao, M. and Zhang, S. 2022. Editorial Introduction: Shifting frontiers of the new spatial planning paradigm from a theoretical and methodological development perspective. International Review for Spatial Planning and Sustainable Development. 10 (4), p. 1–6. https://doi.org/10.14246/irspsd.10.4_1

Creating a low carbon economy through green supply chain management: investigation of willingness-to-pay for green products from a consumer’s perspective
Xia, S., Ling, Y., De Main, L., Lim, M.K., Li, G., Zhang, P. and Cao, M. 2022. Creating a low carbon economy through green supply chain management: investigation of willingness-to-pay for green products from a consumer’s perspective. International Journal of Logistics: research and applications. 27 (7), pp. 1154-1184. https://doi.org/10.1080/13675567.2022.2115988

How street greenery facilitates active travel for university students
Bai, Y., Cao, M., Wang, R., Liu, Y. and Wang, S. 2022. How street greenery facilitates active travel for university students. Journal of Transport and Health. 26 101393. https://doi.org/10.1016/j.jth.2022.101393

Access-based consumption, behaviour change and future mobility: Insights from visions of car sharing in Greater London
Henderson, A., Cao, M. and Liu, Q. 2022. Access-based consumption, behaviour change and future mobility: Insights from visions of car sharing in Greater London. Future Transportation. 2 (1), pp. 216-236. https://doi.org/10.3390/futuretransp2010011

Localisation economies, intellectual property rights protection and entrepreneurship in China: A Bayesian analysis of multi-level spatial correlation
Gao, X., Meng, J., Ling, Y., Liao, M. and Cao, M. 2022. Localisation economies, intellectual property rights protection and entrepreneurship in China: A Bayesian analysis of multi-level spatial correlation. Structural Change and Economic Dynamics. 61, pp. 156-165. https://doi.org/10.1016/j.strueco.2022.02.009

Exploring the temporal variations in accessibility to health services for older adults: A case study in Greater London
Zhang, Y., Cao, M., Cheng, L., Gao, X. and De Vos, J. 2022. Exploring the temporal variations in accessibility to health services for older adults: A case study in Greater London. Journal of Transport and Health. 24 101334. https://doi.org/10.1016/j.jth.2022.101334

Fundamental Concepts and Functions of Passenger and Freight Transportation in Great Britain
Cao, M. and Spurling, J. 2022. Fundamental Concepts and Functions of Passenger and Freight Transportation in Great Britain. Boca Raton Brown Walker Press.

Public transport equity in Shenyang: Using structural equation modelling
Wang, Y., Cao, M., Liu, Y., Ye, R., Gao, X. and Ma, L. 2022. Public transport equity in Shenyang: Using structural equation modelling. Research in Transportation Business and Management. 42 100555. https://doi.org/10.1016/j.rtbm.2020.100555

Inequalities in the commuting burden: Institutional constraints and job-housing relationships in Tianjin, China
Liu, C., Cao, M., Yang, T., Ma, L., Wu, M., Cheng, L. and Ye, R. 2022. Inequalities in the commuting burden: Institutional constraints and job-housing relationships in Tianjin, China. Research in Transportation Business & Management. 42 100545. https://doi.org/10.1016/j.rtbm.2020.100545

Online Shopping and Last-Mile Deliveries: Briefing Report
Piecyk, M., Allen, J., Woodburn, A.G. and Cao, M. 2021. Online Shopping and Last-Mile Deliveries: Briefing Report. Centre for Sustainable Road Freight.

Online Ready-To-Eat Meal Orders and Last-Mile Deliveries
Allen, J., Piecyk, M., Cao, M. and Woodburn, A.G. 2021. Online Ready-To-Eat Meal Orders and Last-Mile Deliveries . Centre for Sustainable Road Freight.

Online Non-Food Parcel Shopping and Last-Mile Deliveries
Allen, J., Piecyk, M., Cao, M. and Woodburn, A.G. 2021. Online Non-Food Parcel Shopping and Last-Mile Deliveries. Centre for Sustainable Road Freight.

Online Grocery Shopping and Last-Mile Deliveries
Allen, J., Piecyk, M., Cao, M. and Woodburn, A.G. 2021. Online Grocery Shopping and Last-Mile Deliveries. Centre for Sustainable Road Freight.

Online Shopping and Last-Mile Deliveries - Summary Report
Allen, J., Piecyk, M., Cao, M. and Woodburn, A.G. 2021. Online Shopping and Last-Mile Deliveries - Summary Report. Centre for Sustainable Road Freight.

Online Shopping and Last-Mile Deliveries - Full Report
Allen, J., Piecyk, M., Cao, M. and Woodburn, A.G. 2021. Online Shopping and Last-Mile Deliveries - Full Report. Centre for Sustainable Road Freight.

Carbon emissions in China's thermal electricity and heating industry: An input-output structural decomposition analysis
Ling, Y., Xia, S., Cao, M., He, K., Lim, M.K., Sukumar, A., Yi, H. and Qian, X 2021. Carbon emissions in China's thermal electricity and heating industry: An input-output structural decomposition analysis. Journal of Cleaner Production. 329 129608. https://doi.org/10.1016/j.jclepro.2021.129608

Exploring the relationship between the commuting experience and hedonic and eudaimonic well-being
Liu, Q., Chen, C-L. and Cao, M. 2021. Exploring the relationship between the commuting experience and hedonic and eudaimonic well-being. Transportation Research Part D: Transport and Environment. 99 103026. https://doi.org/10.1016/j.trd.2021.103026

Exploring the relationship between the COVID-19 pandemic and changes in travel behaviour: A qualitative study
Yang, Y., Cao, M., Cheng, L., Zhai, K., Zhao, X. and De Vos, J. 2021. Exploring the relationship between the COVID-19 pandemic and changes in travel behaviour: A qualitative study. Transportation Research Interdisciplinary Perspectives. 11 100450. https://doi.org/10.1016/j.trip.2021.100450

Step-free railway station access in the UK: The value of inclusive design
Swift, A., Cheng, L., Loo, B.P.Y., Cao, M. and Witlox, F. 2021. Step-free railway station access in the UK: The value of inclusive design. European Transport Research Review. 13 45. https://doi.org/10.1186/s12544-021-00504-3

Do frequent satisfying trips by public transport impacts its intended use in later life?
De Vos, J., Waygood, E.O.D., Letarte, L. and Cao, M. 2021. Do frequent satisfying trips by public transport impacts its intended use in later life? Transportation. p. 1–19. https://doi.org/10.1007/s11116-021-10209-0

Investigating the implications of the London Heathrow Airport expansion for the landside freight industry
Lee, R., Shammut, M., Allen, J., Gao, X., Yang, T. and Cao, M. 2021. Investigating the implications of the London Heathrow Airport expansion for the landside freight industry . Logistics. 5 (3) 50. https://doi.org/10.3390/logistics5030050

The effects of spatial planning, well-being, and behavioural changes during and after the COVID-19 pandemic
Song, X., Cao, M., Zhai, K., Gao, X., Wu, M. and Yang, T. 2021. The effects of spatial planning, well-being, and behavioural changes during and after the COVID-19 pandemic. Frontiers in Sustainable Cities. 3 686706. https://doi.org/10.3389/frsc.2021.686706

The changes of intergovernmental collaboration dynamic in post-disaster destination management: Network analysis
Wu, M., Gao, X., Cao, M., Papa, E. and Zhu, X. 2021. The changes of intergovernmental collaboration dynamic in post-disaster destination management: Network analysis. Journal of Hospitality and Tourism Management. 48, p. 32–45. https://doi.org/10.1016/j.jhtm.2021.05.006

Transport Planning and Management and its Implications in Chinese Cities
Cao, M. 2021. Transport Planning and Management and its Implications in Chinese Cities. in: Vickerman, R. (ed.) International Encyclopedia of Transportation United Kingdom Elsevier. pp. 44–50

Measuring accessibility to health care services for older bus passengers: A finer spatial resolution
Chen, W., Cheng, L., Chen, X., Chen, J. and Cao, M. 2021. Measuring accessibility to health care services for older bus passengers: A finer spatial resolution. Journal of Transport Geography. 93 103068. https://doi.org/10.1016/j.jtrangeo.2021.103068

Discovering the evolution of urban structure using smart card data: The case of London
Zhang, Y., Marshall, S., Cao, M., Manley, E. and Chen, H. 2021. Discovering the evolution of urban structure using smart card data: The case of London. Cities. 112 103157. https://doi.org/10.1016/j.cities.2021.103157

Large-scale enterprises, social capital and the post-disaster development of community tourism: The case of Taoping, China
Wu, M., Gao, X., Cao, M. and Papa, E. 2021. Large-scale enterprises, social capital and the post-disaster development of community tourism: The case of Taoping, China. International Journal of Tourism Research . 23 (5), pp. 757-769. https://doi.org/10.1002/jtr.2439

Identifying Urban Functional Areas and Their Dynamic Changes in Beijing: Using Multiyear Transit Smart Card Data
Wang, Z, Liu, H., Zhu, Y., Zhang, Y., Basiri, A., Büttner, B., Gao, X. and Cao, M. 2021. Identifying Urban Functional Areas and Their Dynamic Changes in Beijing: Using Multiyear Transit Smart Card Data. Journal of Urban Planning and Development. 147 (2) 04021002. https://doi.org/10.1061/(asce)up.1943-5444.0000662

Neighbourhood satisfaction in rural resettlement residential communities: The case of Suqian, China
Gao, X., Wang, Z., Cao, M., Liu, Y., Zhang, Y., Wu, M. and Qiu, Y. 2021. Neighbourhood satisfaction in rural resettlement residential communities: The case of Suqian, China. Housing Studies. 37 (8), pp. 1497-1518. https://doi.org/10.1080/02673037.2020.1853068

Examining the spatially heterogeneous effects of the built environment on walking among older adults
Cheng, L., Shi, K., De Vos, J., Cao, M. and Witlox, F. 2021. Examining the spatially heterogeneous effects of the built environment on walking among older adults. Transport Policy. 100, pp. 21-30. https://doi.org/10.1016/j.tranpol.2020.10.004

Investigating users’ perspectives on the development of bike-sharing in Shanghai
Lyu, Y., Cao, M., Zhang, Y., Yang, T. and Shi, C. 2021. Investigating users’ perspectives on the development of bike-sharing in Shanghai. Research in Transportation Business and Management. 40 100543. https://doi.org/10.1016/j.rtbm.2020.100543

Towards sustainability: An assessment of an urbanisation bubble in China using a hierarchical - stochastic multicriteria acceptability analysis - Choquet integral method
Gao, X., Cao, M., Zhang, Y., Liu, Y., Tong, H. and Yao, Q. 2021. Towards sustainability: An assessment of an urbanisation bubble in China using a hierarchical - stochastic multicriteria acceptability analysis - Choquet integral method. Journal of Cleaner Production. 279 123650. https://doi.org/10.1016/j.jclepro.2020.123650

How could the station-based bike sharing system and the free-floating bike sharing system be coordinated?
Cheng, L., Yang, J., Chen, X., Cao, M., Zhou, H. and Sun, Y. 2020. How could the station-based bike sharing system and the free-floating bike sharing system be coordinated? Journal of Transport Geography. 89 102896. https://doi.org/10.1016/j.jtrangeo.2020.102896

How will transit station closures affect Londoners?
Zhang, Y. and Cao, M. 2020. How will transit station closures affect Londoners? FOCUS. 22 (10), pp. 52-53.

Transport development, intellectual property rights protection and innovation: The case of the Yangtze River Delta Region, China
Gao, X., Cao, M., Yang, T. and Basiri, A. 2020. Transport development, intellectual property rights protection and innovation: The case of the Yangtze River Delta Region, China. Research in Transportation Business and Management. 37 100563. https://doi.org/10.1016/j.rtbm.2020.100563

The Journey Experience of Visually Impaired People on Public Transport in London
Low, W-Y., Cao, M., De Vos, J. and Hickman, R. 2020. The Journey Experience of Visually Impaired People on Public Transport in London. Transport Policy. 97, p. 137–148. https://doi.org/10.1016/j.tranpol.2020.07.018

Innovation Institution and Spatial Transfer of Energy Industry: The Case of Jiangsu Province, China
Gao, X., Zhai, K., Qiu, Y., Cao, M. and Wu, M. 2020. Innovation Institution and Spatial Transfer of Energy Industry: The Case of Jiangsu Province, China. Sage Open. 10 (1), pp. 1-19. https://doi.org/10.1177/2158244019900181

Transport, Social Equity and Capabilities in East Beijing
Cao, M. and Hickman, R. 2020. Transport, Social Equity and Capabilities in East Beijing. in: Chen, C., Pan, H., Shen, Q. and Wang, J. (ed.) Handbook on Transport and Urban Transformation in China Cheltenham Edward Elgar. pp. 317-332

Natural outdoor environment, neighbourhood social cohesion and mental health: Using multilevel structural equation modelling, streetscape and remote-sensing metrics
Liu, Y., Wang, R., Lu, Y., Li, Z., Chen, H., Cao, M., Zhang, Y. and Song, Y. 2020. Natural outdoor environment, neighbourhood social cohesion and mental health: Using multilevel structural equation modelling, streetscape and remote-sensing metrics. Urban Forestry & Urban Greening. 48 126576. https://doi.org/10.1016/j.ufug.2019.126576

Visualising urban gentrification and displacement in Greater London
Zhang, Y., Chapple, K., Cao, M., Dennett, A. and Smith, D. 2020. Visualising urban gentrification and displacement in Greater London. Environment and Planning A: Economy and Space. 52 (5), pp. 819-824. https://doi.org/10.1177/0308518x19880211

Using Different Approaches to Evaluate Individual Social Equity in Transport
Cao, M., Zhang, Y., Zhang, Y., Li, S. and Hickman, R. 2019. Using Different Approaches to Evaluate Individual Social Equity in Transport. in: Hickman, R., Mella Lira, B., Givoni, M. and Geurs, K. (ed.) A Companion to Transport, Space and Equity Edward Elgar. pp. 209-228

Understanding travel and differential capabilities and functionings in Beijing
Cao, M. and Hickman, R. 2019. Understanding travel and differential capabilities and functionings in Beijing. Transport Policy. 83, pp. 46-56. https://doi.org/10.1016/j.tranpol.2019.08.006

Banning diesel vehicles in London: Is 2040 too Late?
Shammut, M., Cao, M., Zhang, Y., Papaix, C., Liu, Y. and Gao, X. 2019. Banning diesel vehicles in London: Is 2040 too Late? Energies. 12 (18) 3495. https://doi.org/10.3390/en12183495

Transport Economics Matters: Applying Economic Principles to Transportation in Great Britain
Spurling, D., Spurling, J. and Cao, M. 2019. Transport Economics Matters: Applying Economic Principles to Transportation in Great Britain. Boca Raton Brown Walker Press.

Urban transport and social inequities in neighbourhoods near underground stations in Greater London
Cao, M. and Hickman, R. 2019. Urban transport and social inequities in neighbourhoods near underground stations in Greater London. Transportation Planning and Technology . 42 (5), pp. 419-441. https://doi.org/10.1080/03081060.2019.1609215

The association between urban public transport infrastructure and social equity and spatial accessibility within the urban environment: An investigation of Tramlink in London
Cuthill, N., Cao, M., Liu, Y., Gao, X. and Zhang, Y. 2019. The association between urban public transport infrastructure and social equity and spatial accessibility within the urban environment: An investigation of Tramlink in London. Sustainability. 11 (5) 1229. https://doi.org/10.3390/su11051229

Public transport accessibility and housing value uplift: Evidence from the Docklands light railway in London
Song, Z., Cao, M., Han, T. and Hickman, R. 2019. Public transport accessibility and housing value uplift: Evidence from the Docklands light railway in London. Case Studies on Transport Policy. 7 (3), pp. 607-616. https://doi.org/10.1016/j.cstp.2019.07.001

“I drive outside of peak time to avoid traffic jams—Public transport is not attractive here.” Challenging discourses on travel to the University campus in Manila
Hickman, R., Lopez, N., Cao, M., Mella Lira, B. and Biona, J.B.M. 2018. “I drive outside of peak time to avoid traffic jams—Public transport is not attractive here.” Challenging discourses on travel to the University campus in Manila. Sustainability. 10 (5) 1462. https://doi.org/10.3390/su10051462

Car dependence and housing affordability: An emerging social deprivation issue in London?
Cao, M. and Hickman, R. 2018. Car dependence and housing affordability: An emerging social deprivation issue in London? Urban Studies. 55 (10), pp. 2088-2105. https://doi.org/10.1177/0042098017712682

Understanding capabilities, functionings and travel in high and low income neighbourhoods in Manila
Hickman, R., Cao, M., Mella Lira, B., Fillone, A. and Biona, J.B. 2017. Understanding capabilities, functionings and travel in high and low income neighbourhoods in Manila. Social Inclusion. 5 (4), pp. 161-174. https://doi.org/10.17645/si.v5i4.1083

Transport emissions in Beijing: A scenario planning approach
Cao, M., Chen, C-L. and Hickman, R. 2017. Transport emissions in Beijing: A scenario planning approach. Proceedings of the ICE - Transport. 170 (2), pp. 65-75. https://doi.org/10.1680/jtran.15.00093