Parallel to the soil moisture calculation, an estimate of the uncertainty of the soil moisture retrieval is determined by rules of error propagation.
Determination of the noise level of the backscatter measurements
Assumptions:
The difference $\delta$ should be 0:
$\delta\;=\;\sigma^0_{fore}\;-\;\sigma^0_{aft}$
Its variance should be twice the variance of one of the beams (assuming independent measurements)
$var[\delta]\;=\;2\;*\;var[\sigma^0]$
Estimate of the standard deviation of the backscatter $\sigma^0$ (the so-called ESD):
$ESD\;=\;std[\sigma^0]\;=\;\frac{std[\delta]}{\sqrt{2}}$
A noise estimate of the normalised backscatter $\sigma^0(40°,t)$ is obtained by:
$i$...the individual fore-, mid- and aft-beam measurements of the backscatter triplet
no simple general expression for the noise estimate of the dry and wet reference
noise estimate of wet reference is simpler because the wet crossover angle and the reference incidence angle are both equal to 40 degrees
Final equation for an uncertainty estimate of the soil moisture retrieval: