Double-rice yield varied nonlinearly and stagnations exhibited in Southern China.
Mean temperature increased significantly during the growth season in Southern China.
Historical climate change has positive effects on double-rice production in Southern China.
Climate variation strongly affected double-rice yield variation in Southern China.
Double-rice production requires climate-smart farming to adapt climate variation.