Book Chapter
2025
Chen, X., Miao, C., Lyu, W., Mai, G., Xu, R. (2025). From Space to Context: Contextualizing the Food Environment with GeoAI. In: Huang, X., Wang, S., Wilson, J., Kedron, P. (eds) GeoAI and Human Geography. Springer Geography. Springer, Cham. https://doi.org/10.1007/978-3-031-87421-5_12
Journal Articles
2025
Miao, C., Chen, X., & Zhang, C. (2025). Perceived built environment and non-motorist crashes: An exploration with street view imagery. Journal of Transport Geography, 128, 104363. https://doi.org/10.1016/j.jtrangeo.2025.104363
Lyu, W., Chen, X., Miao, C., Lin, Q., Xiang, X., Zhang, G., & Xu, R. (2025). Revisiting the modified Retail Food Environment Index (mRFEI): Examining food access inequities over a decade in the United States. Discover Public Health, 22(1), 318. https://doi.org/10.1186/s12982-025-00704-5
Lin, Q., Chen, X., Xiang, X., Lyu, W., Miao, C., Zhang, G., & Xu, R. (2025). Association of activity-based food environment index with obesity-related cancer mortality in the US. BMC Medicine, 23(1), 167. https://doi.org/10.1186/s12916-025-03967-6
2024
Miao, C., Chen, X., & Zhang, C. (2024). Assessing network-based traffic crash risk using prospective space-time scan statistic method. Journal of Transport Geography, 119, 103958. https://doi.org/10.1016/j.jtrangeo.2024.103958
* Won first Place in the Student Paper Contest at 2024 GIS-T Symposium of American Association of State Highway and Transportation Officials.
* Won third Place in the Spatial Analysis and Modeling Specialty Group Student Paper Competition at the 2024 AAG Annual Meeting.
Conference Papers
2025
Miao, C., He, S., Li, Y., & Zhang, C. A Spatially Adapted SHAP Approach for Interpreting Deep Bike Usage Learning and Prediction [short paper]. in Proceedings of ACM International Conference on Advances in Geographic Information Systems 2025 (ACM SIGSPATIAL 2025), November 3-6, 2025, Minneapolis, MN, USA. (to appear)
2014
Miao, C., & Zhao, Y. (2014). Rotation-invariant image retrieval using hidden Markov tree for remote sensing data. In SPIE Asia-Pacific Remote Sensing (Vol. 9263). SPIE. https://doi.org/10.1117/12.2068889
2013
Zhao, Y., Han, T., Feng, S., & Miao, C. (2013). Remote Sensing Image Mosaic by Incorporating Segmentation and the Shortest Path. In F. Bian, Y. Xie, X. Cui, & Y. Zeng (Eds.), Geo-Informatics in Resource Management and Sustainable Ecosystem (pp. 684–691). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-45025-9_67