City-Scale Industrial Land Grounding and Environmental Risk Mapping With Retrieval-Augmented Vision–Language Models
Effective management of industrial land is essential given its substantial environmental footprint, intensive resource consumption, and implications for urban planning and public health. Accurate visual grounding of industrial parcels in remote sensing imagery provides a critical basis for assessing associated environm...