The existence of humans and the preservation of the natural ecological equilibrium depend
greatly on trees. The semantic segmentation of trees is very important. It is crucial to learn …

The accurate classification of forest types is critical for sustainable forest management. In
this study, a novel multiscale global graph convolutional neural network (MSG-GCN) was …

Uneven-aged mixed forests have been recognized as important contributors to biodiversity
conservation, ecological stability, carbon sequestration, the provisioning of ecosystem …

Recognizing aircraft automatically by using satellite images has different applications in both
the civil and military sectors. However, due to the complexity and variety of the foreground …

Forest inspection is a crucial component of forest monitoring in China. The current methods
for detecting changes in forest patches primarily rely on remote sensing imagery and …

The utilization of renewable energy is an essential way to address climate change and
achieve “carbon neutrality”. As one of the most promising strategies for energy development …

High-value timber species with economic and ecological importance are usually distributed
at very low densities, such that accurate knowledge of the location of these trees within a …

Canopy gaps and their associated processes play an important role in shaping forest
structure and dynamics. Understanding the information about canopy gaps allows forest …

Recent building-oriented change detection studies considered only morphological changes
in buildings, and few publicly available change detection datasets further distinguish among …

Massive tree dieback events triggered by various disturbance agents, such as insect
outbreaks, pests, fires, and windstorms, have recently compromised the health of forests in …