“In the field of geology, new progress has been made in the study of the spatiotemporal characteristics of ground subsidence in the Beijing Plain area. The spatiotemporal principal component analysis method has been used to reveal the trend, fluctuation characteristics, and spatial distribution patterns of ground subsidence, providing data support for ground subsidence prevention and control.”