Integrated optimization of strategic and tactical planning decisions in forestry.

•We integrate tactical supply chain considerations in a strategic forest management model.•We employ a two stage linear programing formulation to solve the integrated planning problems.•We propose acceleration strategies to solve practical large-scale forest management problems.•A clear gain in profit could be achieved when planning is conducted in an integrated approach.•Integrated forest planning shows superior performance compared to the non-integrated approach.