Revealing the Circulation Pattern Most Conducive to Precipitation Extremes in Henan Province of North China

Two catastrophic extreme precipitation events in July 2021 and August 1975 caused tremendous damages and deaths in Henan, one of the most populated provinces in China. Revealing the relationship between large‐scale circulation patterns and precipitation extremes is vital for understanding the physical mechanisms and providing potential value for improving prediction and hence reducing impacts. Here, nine large‐scale circulation patterns are identified for July–August using the self‐organizing map. We find daily precipitation extremes under the fifth pattern (P5), characterized with the strongest easterly wind anomalies in Henan, feature the highest frequency and the largest intensity. Seven out of total 11 days in the two catastrophic extreme precipitation events belong to P5, and the top two maximum hourly precipitation extremes over continental China occurred under P5. The larger intensity of precipitation extremes is attributed to the dynamical contribution, suggesting more‐intense precipitation extremes under P5 are largely dominated by stronger ascending motions. Plain Language Summary Henan is one of the most populated provinces in China. Two catastrophic extreme precipitation events in July 2021 and August 1975 caused devastating catastrophes, such as flooding and urban waterlogging, which resulted in widespread impacts on agricultural production, human livelihood, and economic development. We used a clustering method called self‐organizing map to link large‐scale circulation patterns with daily precipitation extremes in Henan Province. Our results show that the fifth pattern (P5), associated with the strongest easterly wind anomalies over Henan Province, is most conducive to extreme rainfall. Precipitation extremes under P5 exhibit the highest occurrence frequency and the largest mean intensity. Seven out of total 11 days for the two catastrophic extreme precipitation events belong to P5, while the top two maximum hourly precipitation extremes over continental China occurred under P5. The larger mean intensity of precipitation extremes under P5 is mainly caused by strong ascending motions. This work provides important implications for understanding the physical mechanisms and also providing potential value for the forecasting of precipitation extremes in Henan Province. Key Points The circulation pattern (P5) most conducive to the occurrence of daily precipitation extremes is identified using self‐organizing map Seven out of total 11 days in the “2