Abstract: Systems and methods are described for dynamically managing a hazard. Systems and methods are described for monitoring a location of a hazard and predicting its movement based on received information about the hazard and known information about the site where the hazard is located. Users can be directed or redirected based on the hazard or incident and the need to contain the hazard while providing coverage on previously assigned patrol routes. The information can be used to learn what occurred at a hazard and update patrol routes and instructions for users when responding to an incident, and to predict future hazard movement.