Drought refers to the climate extreme caused by moisture deficiency that affects the hydrological cycle, increases the risk of forest death, causes land degradation and even reduces the biodiversity of terrestrial ecosystems (Sturm et al., 2022;Vicente-Serrano et al., 2020;Zhang et al., 2022). Previous research pointed that negatively affected by warm drought, negative gross primary productivity (GPP) extremes of northern mid-latitude ecosystems increased by 10.6% in 2000-2016 compared with the period from 1982 to 1998 (Gampe et al., 2021), which greatly weakened the carbon sink of ecosystems and increased the risks to ecosystems. Suffered from droughts, resilience of ecosystem to disturbance plays roles in recovering from negative vegetation anomalies caused by droughts (Forzieri et al., 2022;Smith et al., 2022). Under increasing global drought risks, revealing how ecosystems recover from droughts and further clarifying the key factors affecting recovery could provide critical support to maintain the stability of