Long-term growth decline precedes sudden crown dieback of European beech

•Use of generalized additive mixed models to test growth differences.•Declining beech trees grew slower for more than 50 years compared to vital ones.•Competition and species diversity not relevant for predisposition to crown dieback.•Early-warning signals and resilience indices cannot predict crown dieback.