In account for the strong randomness .weak local correlation and extra-high data acqusition rate of the remote sensing image.a multi-mode adaptive quantization image compression method suitable for remote sensing image is presented in this paper. The basic idea of the method is to code each image subareament using different quantization level based on the local texture complexity. This method is easy to implement and has better restored image quality compared with the JPEG’s