Interpolation using a generalized Green\textquoterights function for a spherical surface spline in tension

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Keywords
Abstract
A variety of methods exist for interpolating Cartesian or spherical surface data onto an equidistant lattice in a procedure known as gridding. Methods based on Green\textquoterights functions are particularly simple to implement. In such methods, the Green\textquoterights function for the gridding operator is determined and the resulting gridding solution is composed of the superposition of contributions from each data constraint, weighted by the Green\textquoterights function evaluated for all output\textendashinput point separations. The Green\textquoterights function method allows for considerable flexibility, such as complete freedom in specifying where the solution will be evaluated (it does not have to be on a lattice) and the ability to include both surface heights and surface gradients as data constraints. Green\textquoterights function solutions for Cartesian data in 1-, 2- and 3-D spaces are well known, as is the dilogarithm solution for minimum curvature spline on a spherical surface. Here, the spherical surface case is extended to include tension and the new generalized Green\textquoterights function is derived. It is shown that the new function reduces to the dilogarithm solution in the limit of zero tension. Properties of the new function are examined and the new gridding method is implemented in Matlab\textregistered and demonstrated on three geophysical data sets.
Year of Publication
2008
Journal
Geophysical Journal International
Volume
174
Number of Pages
21-28
Date Published
07/2008
ISSN Number
1365246X
DOI
10.1111/j.1365-246X.2008.03829.x