Publication Date:
2013-09-12
Description:
Fast reconstruction of hyperspectral radiative transfer simulations by using small spectral subsets: application to the oxygen A band Atmospheric Measurement Techniques Discussions, 6, 8339-8370, 2013 Author(s): A. Hollstein and R. Lindstrot Hyperspectral radiative transfer simulations are a versatile tool in remote sensing but can pose a major computational burden. We describe a simple method to construct hyperspectral simulation results by using only a small spectral subsample of the simulated wavelength range, thus leading to major speedups in such simulations. This is achieved by computing principal components for a small number of representative hyperspectral spectra and then deriving a reconstruction matrix for a specific spectral subset of channels to compute the hyperspectral data. The method is applied and discussed in detail using the example of top of atmosphere radiances in the oxygen A band, leading to speedups in the range of one to two orders of magnitude when compared to radiative transfer simulations at full spectral resolution.
Electronic ISSN:
1867-8610
Topics:
Geosciences
