You can use the measurements of VNIR and SWIR reflectance and Hyperion imagery with mineralogical and geochemical data to mapping the spatial distribution of mica and other minerals, by following the same methods detailed in this paper: https://doi.org/10.1016/j.clay.2018.02.042