Vegetation cover is the most important indicator of ecosystem transformations and landscape history on local, regional, or global scales. The vegetation is one of the easily readable objects for optical remote sensing, as an active pigment keeper. The water content and density combinations of plant shoots and tree crowns open the possibility for SAR instruments analysis. The high-accuracy measurements and time-series stability of RS data are the basis for statistically correct estimations of transformations of vegetation cover.