This paper aims to develop a supervised classification integrating synthetic aperture radar
(SAR) Sentinel-1 (S1) and optical Sentinel-2 (S2) data for land use/land cover (LULC) …

Recently, remote sensing image time series analysis has being widely used to investigate
the dynamics of environments over time. Many studies have combined image time series …

Information about forest structures is becoming crucial to earth's global carbon cycle, forest
habitats, and biodiversity. The Global Ecosystem Dynamics Investigation (GEDI) provides 25 …

Tropical montane forests (TMF) play a vital role in providing numerous ecosystem services.
This ecosystem is characterized by towering mountains, cold weather, tall trees such as …

Detecting early deforestation is a fundamental process in reducing forest degradation and
carbon emissions. With this procedure, it is possible to monitor and control illegal activities …

Mangrove forests are a biodiverse ecosystem known for a wide variety of crucial ecological
services, including carbon sequestration, coastal erosion control, and prevention of …

Native vegetation across the Brazilian Cerrado is highly heterogeneous and biodiverse and
provides important ecosystem services, including carbon and water balance regulation …

Quantifying tree defoliation by insects over large areas is a major challenge in forest
management, but it is essential in ecosystem assessments of disturbance and resistance …

The rapid growth of roving mining camps has negatively influenced their surrounding
environment. Although artisanal and small-scale gold mining (ASGM) is a major source of …

Satellite image time series (SITS), such as Sentinel-2 imagery, plays a crucial role in the
delineation of agricultural fields by reducing the impacts of ambiguities due to the spatial …