Abstract: In the past the effect of soil roughness was often considered secondary within the determination of soil moisture from remote sensing data. Several studies showed that accurate determination of soil roughness leads to an improved estimation of soil moisture. Two default parameters to describe the surface roughness are the standard deviation of the surface height variation ?? and the surface correlation length ?? with its corresponding autocorrelation function. Both parameters (??,??) affect t…