Fourier-series representation and projection of spherical harmonic functions

Computations of Fourier coefficients and related integrals of the associated Legendre functions with a new method along with their application to spherical harmonics analysis and synthesis are presented. The method incorporates a stable three-step recursion equation that can be processed separately for each colatitudinal Fourier wavenumber. Recursion equations for the zonal and sectorial modes are derived in explicit single-term formulas to provide accurate initial condition. Stable computations of the Fourier coefficients as well as the integrals needed for the projection of Legendre functions are demonstrated for the ultra-high degree of 10,800 corresponding to the resolution of one arcmin. Fourier coefficients, computed in double precision, are found to be accurate to 15 significant digits, indicating that the normalized error is close to the machine round-off error. The orthonormality, evaluated with Fourier coefficients and related integrals, is shown to be accurate to O(10−15) for degrees and orders up to 10,800. The Legendre function of degree 10,800 and order 5,000, synthesized from Fourier coefficients, is accurate to the machine round-off error. Further extension of the method to even higher degrees seems to be realizable without significant deterioration of accuracy. The Fourier series is applied to the projection of Legendre functions to the high-resolution global relief data of the National Geophysical Data Center of the National Oceanic and Atmospheric Administration, and the spherical harmonic degree variance (power spectrum) of global relief data is discussed.

[1]  Hyeong-Bin Cheong,et al.  Double Fourier Series on a Sphere , 2000 .

[2]  T. Risbo Fourier transform summation of Legendre series and D-functions , 1996 .

[3]  P. Swarztrauber The Vector Harmonic Transform Method for Solving Partial Differential Equations in Spherical Geometry , 1993 .

[4]  Michael L. Burrows,et al.  A Recurrence Technique for Expanding a Function in Spherical Harmonics , 1972, IEEE Transactions on Computers.

[5]  Harold Jeffreys The Determination of the Earth's Gravitational Field (Second Paper) , 1943 .

[6]  N. Sneeuw,et al.  Global spherical harmonic computation by two-dimensional Fourier methods , 1996 .

[7]  R. Klees,et al.  Ultra-high degree spherical harmonic analysis and synthesis using extended-range arithmetic , 2008 .

[8]  Ja-Rin Park,et al.  On The Interpolativeness of Discrete Legendre Functions , 2008, CSC.

[9]  Christian Gruber,et al.  FFT-based high-performance spherical harmonic transformation , 2011 .

[10]  M. Potters,et al.  Table of Fourier coefficients of associated Legendre functions : repr. from Proceedings of the KNAW, ser. A 63(1960)5, pp. 460-480 , 1960 .

[11]  Gary A Dilts,et al.  Computation of spherical harmonic expansion coefficients via FFT's , 1985 .

[12]  Thomas Nehrkorn On the Computation of Legendre Functions in Spectral Models , 1990 .

[13]  Christopher Jekeli,et al.  On the computation and approximation of ultra-high-degree spherical harmonic series , 2007 .

[14]  J. A. Rod Blais,et al.  Discrete Spherical Harmonic Transforms: Numerical Preconditioning and Optimization , 2008, ICCS.

[15]  Will Featherstone,et al.  A unified approach to the Clenshaw summation and the recursive computation of very high degree and order normalised associated Legendre functions , 2002 .

[16]  J A O'keefe,et al.  Determination of the Earth's Gravitational Field , 1960, Science.

[17]  Paul N. Swarztrauber,et al.  On Computing the Points and Weights for Gauss-Legendre Quadrature , 2002, SIAM J. Sci. Comput..