Rm. Lark, A geostatistical extension of the sectioning procedure for disaggregating soil information to the scale of functional models of soil processes, GEODERMA, 95(1-2), 2000, pp. 89-112
Soil information related to a region may only be available in aggregated fo
rm (e.g., a physical average value from bulked sampling or a mean value for
a land facet or similar map unit). When this information is to be used as
input to a model that describes processes in smaller units (e.g., the pedon
) then it must be disaggregated to an appropriate scale. It is shown how th
e sectioning method of Addiscott and Wagenet [Addiscott, T.M., Wagenet, R.J
., 1985. A simple method for combining soil properties that show variabilit
y. Soil Sci. Sec. Am. J. 49, 1365-1369] may be used for this purpose. The s
ectioning method is extended by using a (univariate or multivariate) linear
model of (co)regionalisation of the variables to compute the variances and
covariances of disaggregated soil properties. It is shown how the eigenvec
tors of the disaggregated covariance matrix can be used to compute equiprob
able sections for correlated soil properties. The methods are demonstrated
using the SLIM model, a functional model of leaching. The results obtained
are comparable to those from Monte Carlo analysis, and emphasise the import
ance of accounting for the spatial variability that underlies aggregated so
il information. It is proposed that cost-effective spatial sampling to dete
rmine variograms of soil properties and/or the use of average variograms fr
om comparable regions could provide the information to make this a practica
ble method for disaggregating soil information for practical problems. (C)
2000 Elsevier Science B.V. All rights reserved.