“…Similarly, the use of auto-covariance functions (WEBER and STAM 1988) assumes stationarity in the distributions of the data which is a strong assumption and difficuh to fulfill or even verify under actual situations. On the other hand, several examples of stochastical spatial dependence in the distributions of soil properties, crop yield, and their intervariable relations have been reported (BRESIFR et al 1981, GUROVICII and RAMOS 1985, CASSEL et al 1988, MORKOC et al 1985, DANCY and WEBSTER 1986, TRANGMAR et al 1987, SAMRA et al 1988a, b, 1989, 1990 It is evident from the above account that some alternative stochastie-eum-deterministie approach of exercising local control is required. In this paper, the application of such a method based on regionalized variable theory of intrinsic random functions of MATHERON (1973) is presented.…”