Wildfire Forecasting with Satellite Images and Deep Generative Model. (arXiv:2208.09411v1 [cs.CV])

Wildfire forecasting has been one of the most critical tasks that humanities
want to thrive. It plays a vital role in protecting human life. Wildfire
prediction, on the other hand, is difficult because of its stochastic and
chaotic properties. We tackled the problem by interpreting a series of wildfire
images as a video and used it to anticipate how the fire would behave in the
future. However, creating video prediction models that account for the inherent
uncertainty of the future …

arxiv cv forecasting images satellite satellite images