研究目的
To provide analytic expressions describing how system distortions and noise affect the estimates of the scattering matrix and the covariance matrix of a distributed target in the presence of Faraday rotation, and to link errors in the covariance matrix to errors in biomass estimation using a simple biomass inversion scheme.
研究成果
The paper provides first-order approximations to the errors in polarimetric backscattering coefficients caused by system distortions and noise in the presence of Faraday rotation, offering insight into the factors controlling these errors. It demonstrates that the deviation of the channel imbalance from unity causes greater errors in σhv than crosstalk if their amplitudes are comparable, and that phases of the distortion terms significantly affect the size of errors. The worst possible errors occur for specific phase relationships between the distortion terms, but are very unlikely under random phase and amplitude errors.
研究不足
The analysis assumes a known power-law relationship between biomass and σhv, and does not account for statistical fluctuations in the estimates of the covariance terms. The simulations use large windows to minimize these fluctuations, focusing on irreducible errors.