Hyperspectral imaging is one of the fast moving areas of research and industrial development in remote sensing. In this special issue of IEEE JSTARS, we aim at gathering high-level contributions dealing with the acquisition and processing of hyperspectral data. By hyperspectral data, we mean signals acquired by spectrometers as well as images acquired from airborne ["]