A new distortionless method for compressing digital weather radar echo images is proposed. The digital images are first filtered by the improved partial difference method and then transformed by the first-order difference with the non-zero elements in the images encoded by means of chain codes. Finally, the codes are optimized aceordingto their probability distribution. By use of this method,the compressed data are only about 5 percent of the original in quantity.