The goal of this research is to enhance supply chain efficiency and improve international competitiveness in the forest industry. Research includes ground-based LiDAR stem analysis for value optimization, discovering new methods to increase the efficiency of steep slope harvesting operations, moisture management models for biomass recovery, decision support models for biomass utilization on steep slopes and harvest scheduling methodologies for addressing uncertainty in forest planning.