A new neural network approach including first guess for retrieval of atmospheric water vapor, cloud liquid water path, surface temperature, and emissivities over land from satellite microwave observations

Author:

Aires F.,Prigent C.,Rossow W. B.,Rothstein M.

Publisher

American Geophysical Union (AGU)

Subject

Paleontology,Space and Planetary Science,Earth and Planetary Sciences (miscellaneous),Atmospheric Science,Earth-Surface Processes,Geochemistry and Petrology,Soil Science,Water Science and Technology,Ecology,Aquatic Science,Forestry,Oceanography,Geophysics

Reference48 articles.

1. Surface and atmospheric temperature retrieval with the high resolution interferometer IASI;Aires;Proc. Am. Meteorol. Soc.,1998

2. The weight smoothing regularization for Jacobian stabilization;Aires;IEEE Trans. Neural Networks,1999

3. Using the Special Sensor Microwave /Imager to monitor land surface temperatures, wetness, and snow cover;Basist;J. Atmos. Sci.,1998

4. Remote sensing of the vertical distribution of atmospheric water vapor from the TOVS observations. Method and validation;Chaboureau;J. Geophys. Res.,1998

5. Use of a neural network-based longwave radiative transfer scheme in the ECMWF atmospheric model;Chevallier;Q. J. R. Meteorol. Soc.,2000

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