Combined Microwave and Hyperspectral Infrared Retrievals of Atmospheric Profiles in the Presence of Clouds using Nonlinear Stochastic Methods◊

W. J. Blackwell; F. W. Chen; C. Cho; D. H. Staelin

doi:10.1364/HISE.2007.HWD3

Fourier Transform Spectroscopy/ Hyperspectral Imaging and Sounding of the Environment
OSA Technical Digest Series (CD) (Optica Publishing Group, 2007),
paper HWD3
•https://doi.org/10.1364/HISE.2007.HWD3

Combined Microwave and Hyperspectral Infrared Retrievals of Atmospheric Profiles in the Presence of Clouds using Nonlinear Stochastic Methods^◊

W. J. Blackwell, F. W. Chen, C. Cho, and D. H. Staelin

Hyperspectral Imaging and Sounding of the Environment 2007

Santa Fe, New Mexico United States
11–15 February 2007
ISBN: 1-55752-828-4

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W. J. Blackwell, F. W. Chen, C. Cho, and D. H. Staelin, "Combined Microwave and Hyperspectral Infrared Retrievals of Atmospheric Profiles in the Presence of Clouds using Nonlinear Stochastic Methods◊," in Fourier Transform Spectroscopy/ Hyperspectral Imaging and Sounding of the Environment, OSA Technical Digest Series (CD) (Optica Publishing Group, 2007), paper HWD3.

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Abstract

A novel retrieval technique using stochastic cloud clearing and neural network estimation has been developed and evaluated. Retrieval RMS accuracies and quality control estimates are similar to physical, iterated methods while requiring substantially less computation.

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