Mapping woody vegetation from aerial images is an important task bluein environment
monitoring and management. A few studies have shown that semantic segmentation …

Functional diversity is a critical component driving ecosystem functioning. Spatially explicit
data of plant functional traits and diversity are essential for understanding biodiversity effects …

Despite utilizing various remote sensing datasets, precise tree-cutting detection remains
challenging due to spatial and spectral resolution constraints in satellite imagery, complex …

Accurate and reliable information on tree species composition and distribution is crucial in
operational and sustainable forest management. Developing a high-precision tree species …

Sustainable forest management (SFM) practices are required to conserve forest ecosystem
services. International agreements and national management plans have been developed …

Mapping large wildfires (LW) is essential for environmental applications and enhances the
understanding of the dynamics of affected areas. Remote sensing techniques supported by …

Surface soil moisture (SSM) is a key parameter for land surface hydrological processes. In
recent years, satellite remote sensing images have been widely used for SSM estimation …

Geotechnical characterisation of spoil piles has traditionally relied on the expertise of field
specialists, which can be both hazardous and time-consuming. Although unmanned aerial …

The mapping of invasive plant species is essential for effective ecosystem control and
planning, especially in protected areas. One of the widespread invasive plants that threatens …

Timely and accurate information on tree species is of great importance for the sustainable
management of natural resources, forest inventory, biodiversity detection, and carbon stock …