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The FastMAPOL algorithm produces near real-time aerosol and ocean color products using the best available combination of ancillary data from meteorological and ozone sources. These simultaneous retrievals jointly solve for aerosol and ocean parameters using a coupled atmosphere-ocean vector radiative-transfer model accelerated by deep neural networks. The suite includes aerosol optical thickness, single scattering albedo, layer height, effective radius, and ocean surface wind speed.
Calibration uses ancillary meteorological and ozone data which may introduce dependencies on those inputs.