We present a novel approach for biomass estimation in natural semi-arid environments.
The approach is based on Net Primary Productivity data and Relative Growth Rates.
We apply the approach to derive grass and shrub biomass in Kazakhstan.
The developed approach is validated with field data from three study areas.
Fractional cover data provide essential input regarding grass and shrub distribution.