As an important research topic in recent years, semantic segmentation has been widely
applied to image understanding problems in various fields. With the successful application …

Deforestation has become a major cause of climate change, and as a result, both
characterizing the drivers and estimating segmentation maps of deforestation have piqued …

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 …

Abstract Forest Change Detection (FCD) is a critical component of natural resource
monitoring and conservation strategies, enabling informed decision-making. Various …

Infrastructure development is a leading driver of forest cover loss in the tropics, resulting in a
significant decrease in biodiversity. With recent advancements in digital image processing …

Jordan is witnessing major transformations in its environmental and topographic features,
where the desert dominates a large part of the territory, with very limited forest areas. Over …

Nowadays Earth observation satellites provide forest fire authorities and resource managers
with spatial and comprehensive information for fire stabilization and recovery. Burn severity …

Deforestation is a global change driver that contributes to atmospheric carbon emissions,
causes biodiversity loss and ecosystem services degradation. Usually, this process has …

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

The aim of this study was to explore the differences in the accuracy of winter wheat
identification using remote sensing data at different growth stages using the same methods …