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

被引:1
|
作者
Piretzidis, Dimitrios [1 ,2 ]
Kotsakis, Christopher [3 ]
Mertikas, Stelios P. [2 ]
Sideris, Michael G. [4 ]
机构
[1] Space Geomatica PC, Xanthoudidou 10A, GR-73134 Khania, Greece
[2] Tech Univ Crete, Geodesy & Geomatics Engn Lab, GR-73100 Khania, Greece
[3] Aristotle Univ Thessaloniki, Dept Geodesy & Surveying, GR-54124 Thessaloniki, Greece
[4] Univ Calgary, Dept Geomat Engn, 2500 Univ Dr NW, Calgary, AB T2N 1N4, Canada
关键词
Recurrence relations; Polynomials; Isotropic filtering; B-splines; Covariance functions; GRACE; GRACE-FO; POSITIVE-DEFINITE FUNCTIONS; TRUNCATION; QUADRATURE; LEGENDRE;
D O I
10.1007/s00190-023-01797-z
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
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.
引用
收藏
页数:24
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