A nonlinear sounding retrieval algorithm is used to process coincident observations taken by the airborne High-resolution Interferometer Sounder (HIS) and the ground-based Atmospheric Emitted Radiance Interferometer (AERI). Accurate atmospheric profile retrieval from the troposphere to the planetary boundary layer is demonstrated