Publications

Zhang, S., Li, J., Wang, L., Kwan, M. P., Chai, Y., Du, Y., … & Sun, W. (2023). Examining the association between the built environment and active travel using GPS data: A study of a large residential area (Daju) in Shanghai. Health & Place, 79, 102971.

Liu, Y., Kwan, M. P., & Kan, Z. (2023). Inconsistent Association between Perceived Air Quality and Self-Reported Respiratory Symptoms: A Pilot Study and Implications for Environmental Health Studies. International Journal of Environmental Research and Public Health, 20(2), 1491.

Zhang, L., Zhou, S., & Kwan, M. P. (2023). The temporality of geographic contexts: Individual environmental exposure has time-related effects on mood. Health & Place, 79, 102953.

Lu, J., Zhou, S., & Kwan, M. P. (2023). Does density promote non-motorized travel? The effects of individual space–time activity patterns. Transportation Research Part D: Transport and Environment, 116, 103621.

Yu, X., Wong, M. S., & Liu, C. H. (2023). Multi-spatiotemporal AOD trends and association with land use changes over the Guangdong-Hong Kong-Macao Greater Bay Area during 2001–2021. Environmental Science and Pollution Research, 1-13.

Liu, Y., Yu, C., Wang, K., Kwan, M. P., & Tse, L. A. (2023). Linking Artificial Light at Night with Human Health via a Multi-Component Framework: A Systematic Evidence Map. Environments, 10(3), 39.

Liu, D., & Kwan, M. P. (2022). Integrated analysis of doubly disadvantaged neighborhoods by considering both green space and blue space accessibility and COVID-19 infection risk. Plos one, 17(11), e0273125.

Zhu, R., Anselin, L., Batty, M., Kwan, M. P., Chen, M., Luo, W., … & Ratti, C. (2022). The effects of different travel modes and travel destinations on COVID-19 transmission in global cities. Science bulletin, 67(6), 588.

Liu, D., Kwan, M. P., Kan, Z., Song, Y., & Li, X. (2022). Inter‐and intra‐racial/ethnic disparities in walking accessibility to grocery stores. Area, 54(4), 627-637.

Liao, G., Huang, B., Lee, P. M., Zhao, S., Chan, C. K., Tai, L. B., … & Tse, L. A. (2022). Differences in sleep patterns and mental health problems during different periods of COVID-19 outbreak among community-dwelling older men in Hong Kong. International Journal of Public Health, 67, 1604363.

Liu, D., Kwan, M. P., Huang, J., Kan, Z., Song, Y., & Li, X. (2022). Analyzing income-based inequality in transit nodal accessibility. Travel Behaviour and Society, 27, 57-64.

Liu, D., Kwan, M. P., Kan, Z., Song, Y., & Li, X. (2022). Racial/Ethnic Inequity in Transit-Based Spatial Accessibility to COVID-19 Vaccination Sites. Journal of Racial and Ethnic Health Disparities, 1-9.

Liu, D., Kwan, M. P., Kan, Z., & Wang, J. (2022). Toward a Healthy Urban Living Environment: Assessing 15-Minute Green-Blue Space Accessibility. Sustainability, 14(24), 16914.

Liu, D., Kwan, M. P., & Kan, Z. (2022). Analyzing disparities in transit‐based healthcare accessibility in the Chicago Metropolitan Area. The Canadian Geographer/Le Géographe canadien, 66(2), 248-262.

Kan, Z., Kwan, M. P., Ng, M. K., & Tieben, H. (2022). The impacts of housing characteristics and built-environment features on mental health. International Journal of Environmental Research and Public Health, 19(9), 5143.

Kan, Z., Kwan, M. P., Ng, M. K., & Tieben, H. (2022). The impacts of housing characteristics and built-environment features on mental health. International Journal of Environmental Research and Public Health, 19(9), 5143.

Huang, J., Kwan, M. P., Cai, J., Song, W., Yu, C., Kan, Z., & Yim, S. H. L. (2022). Field evaluation and calibration of low-cost air pollution sensors for environmental exposure research. Sensors, 22(6), 2381.

Li, W., Long, Y., Kwan, M. P., Liu, N., Li, Y., & Zhang, Y. (2022). Measuring individuals’ mobility-based exposure to neighborhood physical disorder with wearable cameras. Applied Geography, 145, 102728.

Wang, M., Wong, M. S., & Abbas, S. (2022). Tropical Species Classification with Structural Traits Using Handheld Laser Scanning Data. Remote Sensing, 14(8), 1948.

Liu, D., Kwan, M. P., & Kan, Z. (2022). Assessment of Doubly Disadvantaged Neighborhoods by Healthy Living Environment Exposure. Applied Spatial Analysis and Policy, 1-14.

Zhang, R., Zhang, C. Q., Lai, P. C., & Kwan, M. P. (2022). Park and neighbourhood environmental characteristics associated with park-based physical activity among children in a high-density city. Urban Forestry & Urban Greening, 68, 127479.

Miao, L., Liu, C., Yang, X., Kwan, M. P., & Zhang, K. (2022). Spatiotemporal heterogeneity analysis of air quality in the Yangtze River Delta, China. Sustainable Cities and Society, 78, 103603.

Song, J., Zhou, S., Kwan, M. P., Liang, S., Lu, J., Jing, F., & Wang, L. (2022). The effect of eye-level street greenness exposure on walking satisfaction: The mediating role of noise and PM2. 5. Urban Forestry & Urban Greening, 77, 127752.

Kan, Z., Kwan, M. P., Liu, D., Tang, L., Chen, Y., & Fang, M. (2022). Assessing individual activity-related exposures to traffic congestion using GPS trajectory data. Journal of transport geography, 98, 103240.

Chen, X., Ye, X., Widener, M. J., Delmelle, E., Kwan, M. P., Shannon, J., … & Jia, P. (2022). A systematic review of the modifiable areal unit problem (MAUP) in community food environmental research. Urban Informatics, 1(1), 22.

Wang, J., Kwan, M. P., Cao, W., Gong, Y., Guo, L., & Liu, Y. (2022). Assessing changes in job accessibility and commuting time under bike-sharing scenarios. Transportmetrica A: Transport Science, 1-17.

Bai, Y., Zhang, Y., Zotova, O., Pineo, H., Siri, J., Liang, L., … & Gong, P. (2022). Healthy cities initiative in China: Progress, challenges, and the way forward. The Lancet Regional Health-Western Pacific, 27, 100539.

Miao, L., Tang, S., Ren, Y., Kwan, M. P., & Zhang, K. (2022). Estimation of daily ground-level PM2. 5 concentrations over the Pearl River Delta using 1 km resolution MODIS AOD based on multi-feature BiLSTM. Atmospheric Environment, 290, 119362.

Zhu, R., Dong, X., & Wong, M. S. (2022). Estimation of the urban heat island effect in a reformed urban district: a scenario-based study in Hong Kong. Sustainability, 14(8), 4409.

Meng, Y., Wong, M. S., Kwan, M. P., & Zhu, R. (2022). Association between Global Air Pollution and COVID-19 Mortality: A Study of Forty-Six Cities in the World. Annals of the American Association of Geographers, 112(6), 1777-1793.

Du, M., Li, X., Kwan, M. P., Yang, J., & Liu, Q. (2022). Understanding the Spatiotemporal Variation of High-Efficiency Ride-Hailing Orders: A Case Study of Haikou, China. ISPRS International Journal of Geo-Information, 11(1), 42.

Zhu, R., Wong, M. S., Kwan, M. P., Chen, M., Santi, P., & Ratti, C. (2022). An economically feasible optimization of photovoltaic provision using real electricity demand: A case study in New York city. Sustainable Cities and Society, 78, 103614.

Cai, J., & Kwan, M. P. (2022). Discovering co-location patterns in multivariate spatial flow data. International Journal of Geographical Information Science, 36(4), 720-748.

Rong, P., Kwan, M. P., Qin, Y., & Zheng, Z. (2022). A review of research on low-carbon school trips and their implications for human-environment relationship. Journal of Transport Geography, 99, 103306.

Morioka, W., Okabe, A., Kwan, M. P., & McLafferty, S. L. (2022). An exact statistical method for analyzing co-location on a street network and its computational implementation. International Journal of Geographical Information Science, 36(4), 773-798.

Cai, J., & Kwan, M. P. (2022). Detecting spatial flow outliers in the presence of spatial autocorrelation. Computers, Environment and Urban Systems, 96, 101833.

Liu, D., Kwan, M. P., & Kan, Z. (2022). Assessing job-access inequity for transit-based workers across space and race with the Palma ratio. Urban Research & Practice, 15(5), 746-772.

Huang, J., & Kwan, M. P. (2022). Uncertainties in the assessment of COVID-19 risk: A Study of people’s exposure to high-risk environments using individual-level activity data. Annals of the American Association of Geographers, 112(4), 968-987.

Zhu, R., Kondor, D., Cheng, C., Zhang, X., Santi, P., Wong, M. S., & Ratti, C. (2022). Solar photovoltaic generation for charging shared electric scooters. Applied Energy, 313, 118728.

Li, J., Wong, M. S., Lee, K. H., Nichol, J. E., Abbas, S., Li, H., & Wang, J. (2022). A physical knowledge-based machine learning method for near-real-time dust aerosol properties retrieval from the Himawari-8 satellite data. Atmospheric Environment, 280, 119098.

Kwan, M. P. (2021). The stationarity bias in research on the environmental determinants of health. Health & Place, 70, 102609.

Birenboim, A., Helbich, M., & Kwan, M. P. (2021). Advances in portable sensing for urban environments: Understanding cities from a mobility perspective. Computers, Environment and Urban Systems, 88, 101650.

Song, Y., Chen, B., Ho, H. C., Kwan, M. P., Liu, D., Wang, F., … & Song, Y. (2021). Observed inequality in urban greenspace exposure in China. Environment international, 156, 106778.

Meng, Y., Wong, M. S., Xing, H., Kwan, M. P., & Zhu, R. (2021). Assessing the country-level excess all-cause mortality and the impacts of air Pollution and human activity during the COVID-19 Epidemic. International Journal of Environmental Research and Public Health, 18(13), 6883.

Meng, Y., Wong, M. S., Xing, H., Kwan, M. P., & Zhu, R. (2021). Yearly and daily relationship assessment between air pollution and early-stage covid-19 incidence: evidence from 231 countries and regions. ISPRS International Journal of Geo-Information, 10(6), 401.

Cao, D., Xing, H., Wong, M. S., Kwan, M. P., Xing, H., & Meng, Y. (2021). A stacking ensemble deep learning model for building extraction from remote sensing images. Remote Sensing, 13(19), 3898.

Ta, N., Kwan, M. P., Lin, S., & Zhu, Q. (2021). The activity space-based segregation of migrants in suburban Shanghai. Applied Geography, 133, 102499.

Wang, J., Kou, L., Kwan, M. P., Shakespeare, R. M., Lee, K., & Park, Y. M. (2021). An integrated individual environmental exposure assessment system for real-time mobile sensing in environmental health studies. Sensors, 21(12), 4039.

Huang, J., Kwan, M. P., & Kim, J. (2021). How culture and sociopolitical tensions might influence people’s acceptance of COVID-19 control measures that use individual-level georeferenced data. ISPRS International Journal of Geo-Information, 10(7), 490.

Zhang, L., Zhou, S., Kwan, M. P., & Shen, M. (2021). Assessing individual environmental exposure derived from the spatiotemporal behavior context and its impacts on mental health. Health & Place, 71, 102655.

Tao, Y., Chai, Y., Zhang, X., Yang, J., & Kwan, M. P. (2021). Mobility-based environmental justice: Understanding housing disparity in real-time exposure to air pollution and momentary psychological stress in Beijing, China. Social Science & Medicine, 287, 114372.

Yu, X., Wong, M. S., Kwan, M. P., Nichol, J. E., Zhu, R., Heo, J., … & Kan, Z. (2021). COVID-19 infection and mortality: Association with PM2. 5 concentration and population density—An exploratory study. ISPRS International Journal of Geo-Information, 10(3), 123.

Li, M., Kwan, M. P., Chen, J., Wang, J., Yin, J., & Yu, D. (2021). Measuring emergency medical service (EMS) accessibility with the effect of city dynamics in a 100-year pluvial flood scenario. Cities, 117, 103314.

Kan, Z., Kwan, M. P., Huang, J., Wong, M. S., & Liu, D. (2021). Comparing the space‐time patterns of high‐risk areas in different waves of COVID‐19 in Hong Kong. Transactions in GIS, 25(6), 2982-3001.

Wang, S., Liu, Y., Lam, J., & Kwan, M. P. (2021). The effects of the built environment on the general health, physical activity and obesity of adults in Queensland, Australia. Spatial and Spatio-temporal Epidemiology, 39, 100456.

Huang, J., Kwan, M. P., & Kan, Z. (2021). The superspreading places of COVID-19 and the associated built-environment and socio-demographic features: A study using a spatial network framework and individual-level activity data. Health & Place, 72, 102694.

Välimäki, M., Hipp, K., Chen, J., Huang, X., Guo, J., & Wong, M. S. (2021). Sensor technology to monitor health, well-being and movement among healthcare personnel at workplace: a systematic scoping review protocol. BMJ open, 11(11), e054408.

Zhang, R., Zhang, C. Q., Lai, P. C., Cheng, W., Schüz, B., & Kwan, M. P. (2021). Park environment and moderate-to-vigorous physical activity in parks among adolescents in a high-density city: the moderating role of neighbourhood income. International Journal of Health Geographics, 20, 1-11.

Kou, L., Kwan, M. P., & Chai, Y. (2021). Living with urban sounds: Understanding the effects of human mobilities on individual sound exposure and psychological health. Geoforum, 126, 13-25.

Meng, Y., Wong, M. S., Xing, H., Zhu, R., Qin, K., Kwan, M. P., … & Li, H. (2021). Effects of urban functional fragmentation on nitrogen dioxide (NO2) variation with anthropogenic-emission restriction in China. Scientific Reports, 11(1), 1-15.