This set of lectures focusses on techniques to retrieve atmospheric components, gases, aerosols and clouds, as well as application such as in connection with climate changes. This book addresses primarily graduate students and young researchers in the atmopheric sciences but will be useful for all those wishing to study various techniques for exploring the atmosphere by remote sensing.