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Decomposition-Based Soil Moisture Estimation Using UAVSAR Fully Polarimetric Images

Polarimetric decomposition extracts scattering features that are indicative of the physical characteristics of the target. In this study, three polarimetric decomposition methods were tested for soil moisture estimation over agricultural fields using machine learning algorithms. Features extracted f...

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Principais autores: Zeinab Akhavan, Mahdi Hasanlou, Mehdi Hosseini, Heather McNairn
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2021-01-01
Serier:Agronomy
Fag:
soil moisture
agriculture
random forest
neural network
SMAPVEX12
UAVSAR
Online adgang:https://www.mdpi.com/2073-4395/11/1/145
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