“…The spatial variability of soil properties is determined by the soil formation history, and it is readily observed in in situ test data (Tang, 1979;Harr, 1987;Kulhawy, 1992;Ravi, 1992;DeGroot & Baecher, 1993;Hegazy et al, 1996;Lacasse & Nadim, 1996;Phoon & Kulhawy, 1999), petrographic image analysis (Antonellini et al, 1994a), digital image correlation analyses of triaxial tests (Rechenmacher et al, 2005;Rechenmacher & Medina-Cetina, 2007), cross-sectional images of impregnated soils (Jang et al, 1999), X-ray tomography (Antonellini et al, 1994b) and electrical needle probe profiles (Cho et al, 2004). The consequences of spatial variability for the quasi-static resistance (Yoshida et al, 1993;Vaid et al, 1995;Hoeg et al, 2000;Vaid & Sivathayalan, 2000) and the dynamic resistance are extensively documented (Ladd, 1974;Mulilis et al, 1975;Townsend, 1978;Ishihara, 1993;Popescu et al, 1997Popescu et al, , 2005.…”