This paper proposes a novel compression scheme to compress multi band satellite images using JPEG in efficient manner. Satellite images are multiband images that constitute bands in several regions of the electromagnetic spectrum. Wavelet transform compression and Bendelet compression Techniques were generally used with satellite images. Here we proposed a scheme to compress satellite images using JPEG.