Spherical harmonic coefficients of isotropic polynomial functions with applications to gravity field modeling

被引:0
|
作者
Dimitrios Piretzidis
Christopher Kotsakis
Stelios P. Mertikas
Michael G. Sideris
机构
[1] Space Geomatica P.C.,Geodesy and Geomatics Engineering Laboratory
[2] Technical University of Crete,Department of Geodesy and Surveying
[3] Aristotle University of Thessaloniki,Department of Geomatics Engineering
[4] University of Calgary,undefined
来源
Journal of Geodesy | 2023年 / 97卷
关键词
Recurrence relations; Polynomials; Isotropic filtering; B-splines; Covariance functions; GRACE; GRACE-FO;
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摘要
Various aspects of gravity field modeling rely upon analytical mathematical functions for calculating spherical harmonic coefficients. Such functions allow quick and efficient evaluation of cumbersome convolution integrals defined on the sphere. In this work, we present a new analytical method for determining spherical harmonic coefficients of isotropic polynomial functions. This method in computationally flexible and efficient, since it makes use of recurrence relations. Also, its use is universal and could be extended to piecewise polynomials and polynomials with compact support. Our numerical investigation of the proposed method shows that certain recurrence relations lose accuracy as the order of implemented polynomials increases because of accumulation of numerical errors. Propagation of these errors could be mitigated by hybrid methods or using extended precision arithmetic. We demonstrate the relevance of our method in gravity field modeling and discuss two areas of application. The first one is the design of B-spline windows and filter kernels for the low-pass filtering of gravity field functionals (e.g., GRACE Follow-On monthly geopotential solutions). The second one is the calculation of spherical harmonic coefficients of isotropic polynomial covariance functions.
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