Neural networks in atmospheric remote sensing /

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Bibliographic Details
Author / Creator:Blackwell, William J.
Imprint:Boston, Mass. : Artech House, c2009.
Description:xv, 215 p. : ill. ; 24 cm + 1 CD-ROM.
Language:English
Series:The Artech House remote sensing series
Artech House remote sensing library.
Subject:
Format: Print Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/7789959
Hidden Bibliographic Details
Other authors / contributors:Chen, Frederick W.
ISBN:9781596933729
1596933720
Notes:Includes bibliographical references and index.

MARC

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504 |a Includes bibliographical references and index. 
505 0 |a Introduction -- Physical background of atmospheric remote sensing -- An overview of inversion problems in atmospheric remote sensing -- Signal processing and data representation -- INtroduction to multilayer perception neural networks -- A practical guide to neural network training -- Pre- and post-processing of atmospheric data -- Neural network Jacobian analysis -- Neural network retrieval of precipitation from passive microwave observations -- Neural network retrieval of atmospheric profiles from microwave and hyperspectral infrared observations -- Discussion of future work. 
650 0 |a Atmosphere  |x Remote sensing. 
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650 0 |a Microwave remote sensing.  |0 http://id.loc.gov/authorities/subjects/sh88005106 
650 0 |a Thermography.  |0 http://id.loc.gov/authorities/subjects/sh2001009122 
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