In this project, a software package is being developed designed to develop algorithms for high-precision operational monitoring, classification of the underlying surface, search and detection of people, physical objects in emergency zones. Based on the collected field data, it is supposed to develop software that allows analyzing emergency situations in disaster and catastrophe zones, as well as the state of the ecological situation in difficult weather and seasonal conditions.