研究目的
Investigating the effects of system distortions (crosstalk and channel imbalance), Faraday rotation, and system noise on the measurements of the polarimetric scattering matrix and their impact on biomass estimation.
研究成果
The study provides first-order approximations to the errors in polarimetric backscattering coefficients caused by system distortions and noise in the presence of Faraday rotation, offering insights into the factors controlling these errors. It demonstrates that the channel imbalance causes greater errors in σhv than crosstalk if their amplitudes are comparable and that the phases of the distortion terms significantly affect the size of the errors. The study also shows that errors near the largest possible value are very unlikely to occur if the phase and amplitude errors are considered random.
研究不足
The study assumes a known power-law relationship between the biomass and the cross-polarized backscattering coefficient, which may not hold in all scenarios. It also does not account for terrain effects or statistical fluctuations in the estimates of the covariance terms.