Jiancheng Pan

From Perception to Reasoning in Remote Sensing: A Survey and Outlook

With the rapid growth of remote sensing data and multimodal information, foundation models for Earth observation and vision–language geospatial reasoning models have become key drivers of intelligent remote sensing analysis. However, the specific roles and applications of reasoni...