This project deals with the prediction of the evolution of fires using machine learning. The goal is to determine when a fire is going to become "critical". More precisely, we build an ML model which predicts if any existing fire will burn a "critical" amount of acres within the next 6 hours (the considered prediction horizon).
The complete approach is described in this Medium article.