Remote sensing of planetary and terrestrial surfaces and atmospheres, hyperspectral signal and image processing, machine learning, manifold learning, clustering, spectroscopy, physical and statistical modeling of light scattering phenomena, imaging spectrometer signal calibration, simulation and denoising.