In this paper, we implement and analyse an Attention U-Net deep network for semantic
segmentation using Sentinel-2 satellite sensor imagery, for the purpose of detecting …

Forest cover mapping is of paramount importance for environmental monitoring, biodiversity
assessment, and forest resource management. In the realm of forest cover mapping …

Deforestation is considered one of the main environmental threats to the ecological balance
on the planet. At the same time, monitoring changes in forest cover is a major challenge …

Forest loss significantly contributes to climate change. As a result, scientists aim to
understand its causes and evaluate forest loss classification maps. While Vision …

Land cover classification, generated from satellite imagery through semantic segmentation,
has become fundamental for monitoring land use and land cover change (LULCC). The …

ABSTRACT Sentinel-2 MultiSpectral Instrument (MSI) data exhibits the great potential of
enhanced spatial and temporal coverage for monitoring biomass burning which could …

As deforestation continues to increase rapidly, it is critical to map it reliably and efficiently to
protect tropical rainforests and implement effective containment policies. Furthermore, it …