In this project, the potential of fire-resistant or minerals of the Kaolin family in Shahreza-Abadeh axis is discussed. Kaolin group minerals and similar minerals are used in various industries, including ceramics, paper making, plastics, refractories, etc. On the other hand, many factories are active in the field of tile and ceramics in our country. Remote sensing knowledge and geographic information system have opened up new horizons of mineral exploration with the help of image processing knowledge. In the spectrum of electromagnetics, firebrand minerals can be observed and specially reflected, which can be represented by satellite imagery. The satellite images of ASTER are used in this research. Various techniques have been used to visualize the clay minerals, which can be used to analyze the main components (Cresta), band ratio, the Ls-Feat method and false color combinations. In order to ensure the answers, the fire resistance mineral mine was controlled as a case study and the results of satellite data and underground observations were compared. The results are consistent with each other. Therefore, this method can be used to maximize the potential of fireproofing throughout the region. Finally, a weight-wise combination was used to improve the results. The information layers are: results of cluster analysis obtained from remote sensing, fault buffer, buffer produced by mines of the region index. Eventually the vegetation removed from the results