The fifth edition of this core textbook in advanced remote sensing maintains the same theoretical material with necessary updates. The software tools have evolved substantially, and the fifth edition replaces Python 2 with Python 3 and uses the high-level packages based on it, such as Colab, Pytorch, KERAS, Scikit-Learn.