ancient tree rings have been used to reconstruct climate records of North China. Over the last three decades, scientists have noticed that North China has become increasingly dry and warm, raising concerns about climate change in the region. Traditional methods have struggled to provide a detailed picture of climate variability and its causes in North China, highlighting a need for more innovative approaches.