KOKO Forest develops advanced computer vision algorithms for detecting climate-based risks to forests and forest ecology. The role of KOKO Forest within SingleTree is to build upon its existing methods for detecting tree mortality at the individual tree level using high-resolution imagery and to provide tree mortality analysis for the SingleTree Living Lab areas.