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Use of a Neurovariational Inversion for Retrieving Oceanic and Atmospheric Constituents from Ocean Color Imagery: A Feasibility Study
Publisher: American Meteorological Society
Abstract: This paper presents a neurovariational method for inverting satellite ocean-color signals. The method is based on a combination of neural networks and classical variational inversion. The radiative transfer equations are ...
Atmospheric Liquid Water Retrieval Using a Gated Experts Neural Network
Publisher: American Meteorological Society
Abstract: Gated experts (GE) neural networks have been developed in order to retrieve atmospheric liquid water content over ocean from radiometer data. Gated experts neural networks are statistical models, which can model any general ...