EvolveNet: A Meta-Attention Recommendation system

EvolveNet combines spatiotemporally aligned satellite imagery with sea turtle metadata, including turtle distribution, sensing data and bycatch information to commercial metadata, providing an interaction risk attention map that enables the prediction of potential turtle risk hotspots and periods. Additionally to this, we also use EvolveNet interpretation using attention maps to understand the underlying factors that lead to each risk area to provide useful policy recommendations to mitigate the hunt and harm of sea turtles.