Abstract:This study retrospectively analyzes the spatio-temporal evolution characteristics of the Earth tide modulation ratio (Rm) prior to moderate earthquakes in Hubei Province and its surrounding regions,using a spatio-temporal scanning method. A total of 16 earthquakes with magnitudes of 4.0 and above,occurring between 2000 and 2023,were examined. Anomalies are identified when Rm values are equal to or exceed 0.8 for at least three consecutive months,and the spatial extent of the anomalous area surpasses 15,000km2. The results indicate that elevated Rm values were observed prior to 12 of the 16 events (75%),suggesting that the Rm method holds predictive significance for moderate seismic activity in the region. Moderate earthquakes typically occurred within 5 to 20 months after the onset of elevated Rm or within 13 months following the termination of the anomaly,with the most favorable predictive window being within 9 months. Epicenters were generally located within anomalous areas or within 150km of them. Notably,all earthquakes with magnitudes above 5.0 occurred within anomalous zones or within 50km of such zones. A positive correlation was observed between earthquake magnitude and the maximum Rm value,with anomalies preceding M≥5.0 events showing higher statistical significance. The method's predictive capability,evaluated using correlation coefficients,yielded R =0.671 and R0=0.274. These findings suggest that the Earth tide modulation ratio method can serve as a viable tool for forecasting moderate earthquakes in Hubei Province and adjacent areas.