Publications

  1. Luo, W., Liu, Z., Ran, Y., Li, M., Zhou, Y., Hou, W., Lai, S., Li, S.L. and Yin, L., 2025. Unraveling varying spatiotemporal patterns of Dengue Fever and associated exposure-response relationships with environmental variables in three Southeast Asian countries before and during COVID-19. PLOS Neglected Tropical Diseases, 19(4), p.e0012096. [doi] [IF: 3.8]
  2. Zhang, G., Luo, W., Wu, M. and Ye, L., 2025. Exploring social interaction patterns and drivers in VGI communities using a custom geovisual analytics tool. Annals of GIS, pp.1-19. [doi] [IF: 5]
  3. Zhang, Y., Zhang, W., Zeng, Z., Jiang, K., Li, J., Min, W., Luo, W., Guan, Q., Lin, J. and Yu, W., 2025. MapReader: a framework for learning a visual language model for map analysis. International Journal of Geographical Information Science, pp.1-36. [doi] [IF: 5.7]
  4. Zhang, Z., Wu, L., Tao, L., Hu, S., Long, H., Xu, Y., Li, J., Zhang, J., Zhou, Z., Liu, J., Cai, C., and Luo W* 2024. Geospatial Applications in Alzheimer’s Disease Research and Beyond: A Systematic Review. Annals of the American Association of Geographers, pp.1-19. [doi] [IF: 3.9]
  5. Hou, W., Zhou, Y., Luo, W*., Wang, L., Kwan, M.P. and Cook, A.R., 2024. Mapping environmental suitability changes for arbovirus mosquitoes in Southeast Asia: 1960—2020. iScience, p.110498 [doi]. [IF:4.6]
  6. Liu, Z., Li, Y., Law, A., Tan, J.Y.K., Chua, W.H., Zhu, Y., Feng, C.C. and Luo, W*., 2024. Association between NO2 and human mobility: a two-year spatiotemporal study during the COVID-19 pandemic in Southeast Asia. Annals of GIS, pp.1-18. [doi]. [IF:5]
  7. Duan, X., Zhang, L., Ding, L., Zhang, C., Chen, Z., Cheng, Y., Wang, X., Peng, H., Tang, X., Ren, X., Liao, J., Luo, W, and Long L, 2024. Effectiveness of enterovirus A71 vaccine against pediatric HFMD and disease profile of post-vaccination infection. Vaccine. [doi]. [IF:5.5]
  8. Luo, W., Liu, Q., Zhou, Y. et al. Spatiotemporal variations of “triple-demic” outbreaks of respiratory infections in the United States in the post-COVID-19 era. BMC Public Health 23, 2452 (2023). [doi]. [IF:4.5]
  9. Hu, S., Xing, H., Luo, W., Wu, L., Xu, Y., Huang, W., Liu, W., and Li, T., 2023. Uncovering the association between traffic crashes and street-level built-environment features using street view images. International Journal of Geographical Information Science, pp. 1–25. [doi]. [IF: 5.7]
  10. Hu, S., Gao, S., Luo, W., Wu, L., Li, T., Xu, Y. and Zhang, Z., 2023. Revealing intra-urban hierarchical spatial structure through representation learning by combining road network abstraction model and taxi trajectory data. Annals of GIS, pp.1-18. [doi].[IF:5]
  11. Ye, Y., Zhu, R., Yan, J., Lu, L., Wong, M.S., Luo, W., Chen, M., Zhang, F., You, L., Wang, Y. and Qin, Z., 2023. Planning the installation of building-integrated photovoltaic shading devices: A GIS-based spatiotemporal analysis and optimization approach. Renewable Energy, p.119084. [doi]. [IF:8.7]
  12. Chen, M., Qian, Z., Boers, N., Jakeman, A.J., Kettner, A.J., Brandt, M., Kwan, M.P., Batty, M., Li, W., Zhu, R. and Luo, W., 2023. Iterative integration of deep learning in hybrid Earth surface system modelling. Nature Reviews Earth & Environment, pp.1-14 [doi]. [IF:42.1]
  13. Yan, L., Zhu, R., Kwan, M.P., Luo, W., Wang, D., Zhang, S., Wong, M.S., You, L., Yang, B., Chen, B. and Feng, L., 2023. Estimation of urban-scale photovoltaic potential: A deep learning-based approach for constructing three-dimensional building models from optical remote sensing imagery imagery. Sustainable Cities and Society, p.104515.[doi]. [IF:11.7]
  14. Luo W., Zhou Y., Liu Z., Kang W., He S., Zhu R., Li R., & Huang B. (2023). Cross-regional analysis of the association between human mobility and COVID-19 infection in Southeast Asia during the transitional period of “living with COVID-19”. Health & Place, 103000 [doi][data&code]. [IF: 4.931]
  15. Gu, K., Zhou, M., Luo, W., Liu, Y., Dou, P., Huang, C. and Di, Q., 2023. Long-term exposure to fine particulate matter and cardiovascular disease: The mitigation role of environmental concerns. Science of The Total Environment, 875, p.162656. [doi] [IF: 10.753]
  16. Luo, W., He, L., Yang, Z., Zhang, S., Wang, Y., Liu, D., Hu, S., He, L., Xia, J. and Chen, M., 2023. Spatio-temporal heterogeneity in the international trade resilience during COVID-19. Applied Geography, 154, p.102923. [doi] [data & code] [IF: 4.9]
  17. Zhao, Y., Nilot, E.A., Li, B., Fang, G., Luo, W. and Li, Y.E., 2023. Seismic attenuation extraction from traffic signals recorded by a single seismic station. Geophysical Research Letters, p.e2022GL100548. [doi] [IF: 5.576]
  18. Du, Z., Luo, W., Sippy, R. and Wang, L., 2023. Infectious Disease Epidemiology and Transmission Dynamics. Viruses, 15(1), p.246. [doi] [IF: 5.818]
  19. Luo, W., Liu, Z., Zhou, Y., Zhao, Y., Li, Y.E., Masrur, A. and Yu, M., 2022. Investigating Linkages Between Spatiotemporal Patterns of the COVID-19 Delta Variant and Public Health Interventions in Southeast Asia: Prospective Space-Time Scan Statistical Analysis Method. JMIR Public Health and Surveillance, 8(8), p.e35840. [doi] [IF: 14.56]
  20. Li, Y., Zhu, Y., Tan, J.Y.K., Teo, H.C., Law, A., Qu, D. and Luo, W*., 2022. The Impact of COVID-19 on NO2 and PM2. 5 Levels and Their Associations with Human Mobility Patterns in Singapore. Annals of GIS. pp.1-17. [doi] [IF: 5]
  21. Zhao, Y., Elita Li, Y., Li, B., Luo, W., Liu, Z. and Zhou, Y., 2022, August. Seismic attenuation extracted from isolated traffic signals. In Second International Meeting for Applied Geoscience & Energy (pp. 2071-2075). Society of Exploration Geophysicists and American Association of Petroleum Geologists.[doi]
  22. Jusup, M., Holme, P., Kanazawa, K., Takayasu, M., Romic, I., Wang, Z., Gecek, S., Lipic, T., Podobnik, B., Wang, L. and Luo, W., 2021. Social physics. Physics Reports [doi]. [IF: 30.51]
  23. Zhu, R., Anselin, L., Batty, M., Kwan, M.P., Chen, M., Luo, W., Cheng, T., Lim, C.K., Santi, P., Cheng, C. and Gu, Q., 2021. The effects of different travel modes and travel destinations on COVID-19 transmission in global cities. 2021. Science Bulletin [doi]. [IF: 20.577]
  24. Hamilton D, Katz D, Luo W, McKennie J, Jenness S, Goodreau S, Stekler J, Rosenberg E, Sullivan P, and Cassels S, 2021, Effective strategies to promote HIV self-testing for men who have sex with men: evidence from a mathematical model. Epidemics [doi]. [IF: 5.324]
  25. Hu, T. , S. Wang , Luo W*, M. Zhang, X. Huang, Y. Yan, R. Liu, K. Ly, V. Kacker, B. She & Z. Li (2021) Revealing public opinion towards COVID-19 vaccines with Twitter Data in the United States: a spatiotemporal perspective. Journal of Medical Internet Research [doi]. [IF: 7.4]
  26. Yin, L., Zhang, H., Li, Y., Liu, K., Chen, T., Luo, W., Lai, S., Li, Y., Tang, X., Ning, L. and Feng, S., 2021. A data driven agent-based model that recommends non-pharmaceutical interventions to suppress Coronavirus disease 2019 resurgence in megacities. Journal of the Royal Society Interface, 18(181), p.20210112 [doi]. [IF: 4.8]
  27. Lai SJ, Feng LZ , Leng ZW, Lyu X, Li RY, Yin L, Luo W , Li ZJ, Lan YJ, Yang WZ. Summary and prospect of early warning models and systems for infectious disease outbreaks. 2021 Chinese journal of Epidemiology [doi].
  28. Castro, L. A., N. Generous, Luo W, A. Pastore y Piontti, K. Martinez, M. F. C. Gomes, D. Osthus, G. Fairchild, A. Ziemann, A. Vespignani, M. Santillana, C. A. Manore & S. Y. Del Valle (2021) Using heterogeneous data to identify signatures of dengue outbreaks at fine spatio-temporal scales across Brazil. PLOS Neglected Tropical Diseases, 15, e0009392. [doi] [IF: 4.52]
  29. Luo W, Yuan M. 2021. Identifying temporal patterns of multilateral spatial interactions: using international trade as an example. Transactions in GIS. [doi]. [IF: 2.568]
  30. Lai, S., Ruktanonchai, N.W., Zhou, L., Prosper, O., Luo, W., Floyd, J.R., Wesolowski, A., Santillana, M., Zhang, C., Du, X. and Yu, H., 2020. Effect of non-pharmaceutical interventions to contain COVID-19 in China. Nature, 585(7825), pp.410-413. [doi]. [IF: 69.504]