remote sensing

Enhanced Detection of Human-Driven Forest Alterations using Echo State Networks

Forest monitoring is crucial for understanding ecosystem dynamics, detecting changes, and implementing effective conservation strategies. In this work, we propose a novel approach for automated detection of human-induced changes in woodlands using …

Is the change deforestation? Using time-series analysis of satellite data to disentangle deforestation from other forest degradation causes

Protecting natural ecosystems requires monitoring approaches that work as early warning systems to avoid degradation and protect biodiversity. However, separating forest disturbance causes in change-detection pipelines is challenging due to the …