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Science/Engineering Neural Networks in Atmospheric Remote Sensing

Posted on 2010-04-04




Name:Science/Engineering Neural Networks in Atmospheric Remote Sensing
ASIN/ISBN:1596933720
Language:English
File size:14.7 Mb
Publisher: Artech House
ISBN: 1596933720
Publish Date: edition 2009
File Type: PDF
Pages: 232 pages
File Size: 14,7 mb
   Science/Engineering Neural Networks in Atmospheric Remote Sensing

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Neural Networks in Atmospheric Remote Sensing

A neural network refers to interconnecting artificial neurons that mimic the properties of biological neurons to perform sophisticated, intelligent tasks. This authoritative reference offers a comprehensive understanding of the underpinnings and practical applications of artificial neural networks and their use in the retrieval of geophysical parameters. Professionals find expert guidance on the development and evaluation of neural network algorithms that process data from a new generation of hyperspectral sensors. Engineers discover how to use neural networks to approximate remote sensing inverse functions with emphasis on model selection, preprocessing, initialization, training, and performance evaluation.



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