Remote Sensing is vital because of their pressing n eed due to the analysis of natural hazards. Among t he various natural hazards, the Volcanoes are terrific hazard which may harm the nature as well as the li ving things. Due to the aforesaid reasons, the identific ation of volcanoes and their hotspot identification are important to protect the living things. A mechanism which will be utilized to identify the volcanoes a nd their hotspot from the satellite images is proposed . Initially, the color space of the satellite image will be converted to another color space to identify the co ntents of the image clearly. After this process, th e image will be segmented to identify the volcano’s hotspot . In order to identify the hotspot of volcano, the Artificial Neural Network (ANN) is utilized which u ses Standard Back Propagation (SBP) Algorithm. The proposed mechanism will be developed with the aid of the platform MATLAB (version 7.11).