“The research on surface deformation monitoring in Guangzhou has revealed spatiotemporal differentiation characteristics, confirmed a significant negative correlation between subway operation time and settlement along the line, and proposed a monitoring and evaluation index based on a 1000 meter buffer zone, providing scientific basis for urban geological safety prevention and control.”