Altered climate memory characterizes tree growth during forest dieback

•Declining trees have lower recent growth than non-declining conspecifics.•Declining trees are more negatively impacted by warmer-drier conditions.•Declining fir and beech trees are more sensitive to recent climate conditions.•Growth of fir and beech coupling to seasonal climate depends on tree vigor.