Methods of joint data processing of Earth remote sensing, allowing to synthesize low resolution multispectral images and high permission panchromatic images in high resolution color image and also to integrate them with radar-tracking images are discussed. Modification of a merge method based on wavelet-conversion is offered. The method of merge of radar-tracking and multispectral images with fractal processing using is offered.