
I enjoyed collaborating with Zipan Cai, Cong Cong, and Weiming Huang on a new article in Computers, Environment and Urban Systems titled ‘Fine-grained urban land use simulation: Integrating spatial dynamic modeling with a pre-trained vision-language model‘. We fed data from streetview images in Shenzen, China into a spatial dynamic model simulate different pathways of urban evolution to 2035. The outcomes can inform the work of urban decision-makers.








