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In this paper, we used NMM3D (Numerical Maxwell Model of 3 Dimensional simulations) to study the full wave 3 dimensional scattering of random soil surfaces. In 3D simulations, the height function z=f(x,y) of the rough surfaces vary in both two horizontal directions. Several hundreds of cases are simulated by varying incident angles, surface roughness and soil permittivities. The incident angles vary from 20 o to 50 o . The coherent/incoherent bistatic coefficients, backscattering coefficients,doi:10.1109/igarss.2010.5651152 dblp:conf/igarss/HuangT10 fatcat:twi7gjjzurg5blaewgnp2rpmq4