An artificial neural network approach for soil moisture retrieval using passive microwave data

An artificial neural network approach for soil moisture retrieval using passive microwave data

Soil moisture is a key variable that defines land surface-atmosphere (boundary layer) interactions, by contributing directly to the surface energy and water balance. Soil moisture values derived from remote sensing platforms only accounts for the near surface soil layers, generally the top 5cm. Pass...

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Bibliographic Details
Main Author: Chai, Soo See
Format: Thesis
Language:English
Published: Curtin University 2010
Subjects:
surface soil moisture
Backpropagation Neural Network
space-borne L-band mission
European Space Agency‟s (ESA) Soil Moisture and Ocean Salinity (SMOS)
surface energy
soil moisture
water balance
Artificial Neural Network (ANN)
Online Access:http://hdl.handle.net/20.500.11937/1416

Internet

http://hdl.handle.net/20.500.11937/1416

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