Alan S. Cantin

Understanding Active Fire Detection Uncertainty with Bayesian Neural Networks

This chapter covers active fire detection using Bayesian Neural Networks (BNN), quantifying prediction uncertainty in wildfire mapping from satellite-derived thermal and reflectance data. It presents two case studies and a framework for uncertainty-aware ecological monitoring. Part of the EarthRISE Applied Artificial I...