Using the method of multi-parametric moving maximum probability based on earthquake corresponding relevancy spectrum，we quantitatively identify and analyze the temporal-spatial evolution characteristics of multi-parametric precursory anomalies occurring before moderate-strong earthquakes in the Shanxi rift zone and adjacent regions，and discuss the development of these earthquake precursory anomalies.We established a database of earthquake corresponding relevancy spectrum with spatio-temporal attributes after performing retrospective research of earthquakes，and developed extrapolative prediction ability.This study presents a new method for the prediction of moderate-strong earthquakes in the Shanxi rift zone and adjacent regions.Since the time-interval in this study is 12 months，we performed temporal scanning of the multi-parameter earthquake corresponding relevancy spectrum in the northern，central，and southern districts of the Shanxi seismic belt.The target earthquake magnitudes in the northern，central，and southern districts of the Shanxi seismic belt were ML≥ 5.0，ML≥ 4.5 and ML≥ 4.5，respectively.The selected parameters for the northern district were b value，earthquake absence and frequency，and that for the central and southern districts were η value，b value，and earthquake absence and frequency.The retrospective research period was from 1970 to 2009，and the extrapolative prediction period was from 2010 to September，2013.The results show that during the retrospective research period of 1970 to 2009， seven of the nine major changes in the multi-parametric moving maximum probabilities occurred before the occurrence of the target earthquakes and there were two false predictions in the northern district.There were nine and five major changes in the multi-parametric moving maximum probabilities in the middle and southern districts，respectively，before the target earthquakes.During the extrapolative prediction period，the major change in the multi parametric moving maximum probability of the northern district corresponds to two ML5.0 earthquakes in 2010.There are no obvious anomalies in the central district and ML≥ 4.5 earthquakes do not actually occur in this district. A major change in the multi-parametric moving maximum probability in the southern district appears from March，2010 to May，2013，with the possible occurrence of a ML≥ 4.5 earthquake.The study area is the Shanxi rift zone and the adjacent region（33°~42° N，106°~117° E) and the target earthquake magnitude for the study area is ML ≥ 5.0.The retrospective research period is from 1970 to 2009，and the extrapolative prediction period is from 2010 to September，2013.As the studied time interval is 12 months and the window and step length are 2° × 2° and 0.2°，respectively，we selected b value，and earthquake absence and frequency to perform spatial scanning of the multi-parameter earthquake corresponding relevancy spectrum in the study area.The spatial result shows the presence of large anomalies before the occurrence of the target earthquakes in both the retrospective research period and the extrapolative prediction period，and the high anomaly areas gradually reduce and disappear after the earthquakes.The main anomaly characteristics are as follows.There are large anomalies near the epicentral area about one year before the occurrence of moderate-strong earthquakes.The high anomaly areas gradually enlarge and intensify，following which，earthquakes occur.About 1~2 years after the moderate strong earthquakes，the anomalies dissipate，decrease，or disappear.If high anomaly areas continue to be present，they may be the reflection of subsequent moderate strong earthquakes.