The phenomenon of soil salinization is one of the most prevalent environmental problems and damages the environment, especially in dry and semi-arid areas. The detection of soil salinity and the preparation of its maps have been a great success and development, especially after the development of mathematical models that have been worked on in different ways, including the ways in which sensor data are used in conjunction with statistical models miscellaneous.