There are many ways to determine the boundary of an event based on Satellite imaging which does not provide accurate information. In many situations, there may not be enough time to monitor the effect of emergency and the affected area. Moreover, the event region could continuously change in the geographical region and a robust deployment of sensors is desirable that could capture maximum information about the entire event as soon as possible and continue capturing information without a break. These events are not physically accessible and most of the sensor deployments are static to check if they can fully cover an event. We explore these issues in this work and look at dynamic sensor network deployment strategies.