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Table 2

Spatial interpolation methods reviewed in this article.

Interpolation method Scope Exactness Model

Polynomial fitting global approximate deterministic
Basis splines global approximate1 deterministic
Inverse distance weighting local exact2 deterministic
Radial basis function local exact3 deterministic
Ordinary Kriging local exact4 stochastic

Notes.

(1)

Can be made exact by disabling smoothing.

(2)

Smoothing possible with specific algorithms.

(2)

Some Kriging algorithms are approximate.

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