Green space is increasingly recognized as an important component of the urban
environment. Adequate management and planning of urban green space is crucial to …

Timely and accurate information on tree species (TS) is crucial for developing strategies for
sustainable management and conservation of artificial and natural forests. Over the last four …

Accurate classification of individual tree species is essential for inventorying, managing, and
protecting forest resources. Individual tree species classification in subtropical forests …

Advances in Unmanned Aerial Vehicle (UAV) technology and data processing capabilities
have made it feasible to obtain high-resolution imagery and three dimensional (3D) data …

Mangroves are one of the most important coastal wetland ecosystems, and the compositions
and distributions of mangrove species are essential for conservation and restoration efforts …

Mapping tree species within urban areas is essential for sustainable urban planning as well
as to improve our understanding of the role of urban vegetation as an ecological service …

The Pacific Equatorial dry forest of Northern Peru is recognised for its unique endemic
biodiversity. Although highly threatened the forest provides livelihoods and ecosystem …

Plant functional traits have been extensively used to describe, rank and discriminate species
according to their variability between species in classical plant taxonomy. However, the …

Abstract Machine learning (ML) expands traditional data analysis and presents a range of
opportunities in ecosystem service (ES) research, offering rapid processing of 'big data'and …

With the significant progress of urbanization, cities and towns are suffering from air pollution,
heat island effects, and other environmental problems. Urban vegetation, especially trees …