In 2022, the Yangtze River Basin (YRB) suffered an unprecedented drought event with long duration, large-scale and high severity, catastrophic impacting on agriculture, ecology, industrial production and economic life. In order to investigate the evolution characteristics of the drought event in 2022, and discuss the similarities and differences with its similar historical drought years, this study focused the droughts in July-October (summer and autumn), used the Standardized Precipitation Evapotranspiration Index (SPEI) as drought indicator, and applied the methods of Empirical Orthogonal Function (EOF), Pettitt test, and wavelet analysis to explore the drought spatial and temporal distribution pattern, the drought mutability, and the drought periodicity in YRB during 1951-2022. By utilizing the clustering method, we obtained the similar drought years with 2022 drought spatial pattern. The results shown that the drought in the YRB in 2022 mainly presented a "basin-wide" drought spatial distribution pattern based on the first mode of EOF. The main periodicity of the "basin-wide" drought spatial distribution pattern was about 50 years. The July drought distribution patterns in 1952, 1953 and 2006 were most similar to that in 2022, however, the drought evolution patterns were obviously different after August.By comparison, the YRB suffered from the largest drought impacted area in 2022, and the impacted area proportions of severe and extreme drought increased at the fastest speed.