Maanmittauslaitos

Remote sensing and deep learning for standing dead-tree detection and mapping: a review of advances, challenges, and future directions

Standing dead trees are visible indicators of tree mortality and an important transitional component linking forest disturbance to future lying deadwood, habitat availability, and carbon storage. As drought, insect outbreaks, pathogens, and climate extremes intensify tree mortali...