INVERSION OF THREE LAYERS MULTI-SCALE SPM MODEL BASED ON NEURAL NETWORK TECHNIQUE FOR THE RETRIEVAL OF SOIL MULTI-SCALE ROUGHNESS AND MOISTURE PARAMETERS

INVERSION OF THREE LAYERS MULTI-SCALE SPM MODEL BASED ON NEURAL NETWORK TECHNIQUE FOR THE RETRIEVAL OF SOIL MULTI-SCALE ROUGHNESS AND MOISTURE PARAMETERS

In this paper, a multi-layered multi-scale backscattering model for a lossy medium and a neural network inversion procedure has been presented. <br><br> We have used a bi-dimensional multi-scale (2D MLS) roughness description where the surface is considered as a superposition of a finite...

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Bibliographic Details
Main Authors: I. Hosni, M. JaafriGhamki, L. Bennaceur Farah, M. S. Naceur
Format: Article
Language:English
Published: Copernicus Publications 2015-04-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-7-W3/1201/2015/isprsarchives-XL-7-W3-1201-2015.pdf

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