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Neural Networks in Atmospheric Remote Sensing

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Synopses & Reviews

Publisher Comments:

This authoritative reference offers you a comprehensive understanding of the underpinnings and practical applications of artificial neural networks and their use in the retrieval of geophysical parameters. You find expert guidance on the development and evaluation of neural network algorithms that process data from a new generation of hyperspectral sensors. The book provides clear explanations of the mathematical and physical foundations of remote sensing systems, including radiative transfer and propagation theory, sensor technologies, and inversion and estimation approaches. You discover how to use neural networks to approximate remote sensing inverse functions with emphasis on model selection, preprocessing, initialization, training, and performance evaluation.

Product Details

ISBN:
9781596933736
Publisher:
Artech House
Subject:
Technology & Engineering : Engineering (General)
Creator:
William J. Blackwell
Author:
William J. Blackwell
Author:
Blackwell, William J.
Author:
Frederick W. Chen
Author:
Chen, Frederick W.
Subject:
Remote Sensing & Geographic Information Systems
Subject:
Neural Networks
Subject:
Engineering-General Engineering
Subject:
Science Reference-Technology
Subject:
main_subject
Subject:
all_subjects
Publication Date:
June 2009
Binding:
eBooks
Language:
English

Related Subjects

Computers and Internet » Artificial Intelligence » General
Engineering » Engineering » General Engineering
Reference » Science Reference » Technology

Neural Networks in Atmospheric Remote Sensing
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Product details pages Artech House - English 9781596933736 Reviews:
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