In today's world, preserving the publisher's right or delivering a message in an encrypted form is one of the issues; Both of these issues are done in the field of watermarking. Transparency in the original image and the resistance of the hidden image against attacks such as adding noise to destroy secret information; It is one of the most important challenges in the field of encryption. These two features are in conflict with each other and the relationship between them is determined by a coefficient called the hiding power. In this article, according to the processing of remote sensing images, in which the details of the images and the quick analysis of information are important; One of the successful and new methods in the path of cryptography in the field of location, simulation and algorithm is suggested so that the desired code can be reached without having the original image. Also, in order to have a suitable encryption power, this method is improved and based on the improved gray wolf algorithm, a suitable encryption is selected to achieve the highest encryption power. The results show that the proposed algorithm with less computational complexity, in addition to having a suitable signal to noise, has improved the encryption power against noise.