A huge amount of remote sensing data is acquired each day, which transferred to image processing centers and/or customers. Due different limitations, compression has be applied on-board on-the-ground. This Special Issue collects 15 papers dealing with compression, introducing solutions for both lossless and lossy analyzing the impact on processes, investigating suitability neural networks resea...