The Swiss Federal Institute for Forest, Snow and Landscape Research (WSL) focuses on the sustainable use, development, and protection of natural and urban spaces, especially in mountainous regions. It leads research on landscape management, forest ecosystems, and natural hazards such as rockfalls and debris flows. WSL maintains over 6,000 experimental plots and leads the Swiss National Forest Inventory. In the SingleTree project, through the Living Lab Value Chains, WSL develops optimized forest management solutions using advanced remote sensing and multi-objective optimization methods.