Estimation of Surface Soil Moisture in Irrigated Lands by Assimilation of Landsat Vegetation Indices, Surface Energy Balance Products, and Relevance Vector Machines

Estimation of Surface Soil Moisture in Irrigated Lands by Assimilation of Landsat Vegetation Indices, Surface Energy Balance Products, and Relevance Vector Machines

Spatial surface soil moisture can be an important indicator of crop conditions on farmland, but its continuous estimation remains challenging due to coarse spatial and temporal resolution of existing remotely-sensed products. Furthermore, while preceding research on soil moisture using remote sensin...

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Bibliographic Details
Main Authors: Alfonso F. Torres-Rua, Andres M. Ticlavilca, Roula Bachour, Mac McKee
Format: Article
Language:English
Published: MDPI AG 2016-04-01
Series:Water
Subjects:
soil moisture
evapotranspiration
remote sensing
surface energy balance
irrigation
Relevance Vector Machines
Landsat
Data Mining
Online Access:http://www.mdpi.com/2073-4441/8/4/167

Internet

http://www.mdpi.com/2073-4441/8/4/167

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