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In recent decades, Southwest China (SWC) has suffered from frequent super droughts, leading to severe economic losses and ecological degradation. This study investigates the characteristics of super droughts in SWC during 1961–2022, reveals the compounding effect of multiscalar anomalies, and explores the plausible atmospheric circulation mechanisms responsible. The nature of super drought is a compound drought caused by the superposition of extreme drought events across multiple time scales. By contrasting the typical drought cases in 2006 and 2022, the decisive role of multiscalar drought compounding is confirmed. Based on the Comprehensive Multiscalar Index (CMI), multiple super drought events in SWC were identified to be temporally clustered during 2006–2014. Among them, the decadal background of enhanced evaporation and precipitation deficit at long time scales is a necessary condition for shaping the overall pattern of super droughts, while the precipitation and evaporation anomalies at short time scales trigger the outbreak of super droughts, determining the exact timing of occurrence. These events include August–September 2006, November 2009 to May 2010, July–October 2011, April–May 2012, January–April 2013, etc. Statistical results suggest that the contribution of superposed precipitation anomalies to super drought is 2.4 times that of evaporation. As regards the circulation mechanisms affecting multiscalar precipitation, the anomalous spatial patterns at short-term and long-term scales are similar, featuring the cyclonic circulation over the South China Sea and the northeasterly wind anomalies together with the subsidence center over SWC. During 2006–2014, the possible causes for the cross-seasonal persistent precipitation reduction in SWC are the extreme negative phase of the Pacific Decadal Oscillation (PDO) in the North Pacific as well as the pronounced warming of the warm pool in the western Pacific. The key dynamic processes are outlined as follows. On the one hand, the negative PDO phase generates anomalous anticyclonic circulation in the North Pacific, with the northeasterly winds on its southwest flank extending to Southeast Asia, hindering moisture transport into SWC. On the other hand, the warming of the warm pool excites anomalous cyclonic circulation to its northwest, also giving rise to northeasterly wind anomalies over SWC. Meanwhile, the ascending motion over the warm pool region diverges at upper levels with outflows converging aloft over SWC, which further induces compensating downward motion there. The combined effect of the above two remote forcings establishes a climatic background state unfavorable for precipitation over SWC at long time scales, thus constituting a crucial prerequisite for the superimposition of short-term precipitation anomalies to develop into super droughts. [ABSTRACT FROM AUTHOR]