Models of space-time random fields on the sphere

被引:1
作者
D'Ovidio, Mirko [1 ]
Orsingher, Enzo [2 ]
Sakhno, Lyudmyla [3 ]
机构
[1] Sapienza Univ Rome, Dept Basic & Appl Sci Engn, Via A Scarpa 16, I-00161 Rome, Italy
[2] Sapienza Univ Rome, Dept Stat Sci, Ple Aldo Moro 5, I-00185 Rome, Italy
[3] Taras Shevchenko Natl Univ Kyiv, Dept Probabil Theory Stat & Actuarial Math, 64 Volodymyrska Str, UA-01601 Kiev, Ukraine
来源
MODERN STOCHASTICS-THEORY AND APPLICATIONS | 2022年 / 9卷 / 02期
关键词
Fractional equations; spherical Brownian motion; subordinators; random fields; Laplace-Beltrami operators; spherical harmonics; FRACTIONAL EQUATIONS; REGULARITY;
D O I
10.15559/22-VMSTA200
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
General models of random fields on the sphere associated with nonlocal equations in time and space are studied. The properties of the corresponding angular power spectrum are discussed and asymptotic results in terms of random time changes are found.
引用
收藏
页码:139 / 156
页数:18
相关论文
共 26 条
[1]   Applications of inverse tempered stable subordinators [J].
Alrawashdeh, Mahmoud S. ;
Kelly, James F. ;
Meerschaert, Mark M. ;
Scheffler, Hans-Peter .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2017, 73 (06) :892-905
[2]   FRACTIONAL STOCHASTIC PARTIAL DIFFERENTIAL EQUATION FOR RANDOM TANGENT FIELDS ON THE SPHERE [J].
Anh, V. V. ;
Olenko, A. ;
Wang, Y. G. .
THEORY OF PROBABILITY AND MATHEMATICAL STATISTICS, 2021, 104 :3-22
[3]   Stochastic representation of fractional Bessel-Riesz motion [J].
Anh, V. V. ;
Leonenko, N. N. ;
Sikorskii, A. .
CHAOS SOLITONS & FRACTALS, 2017, 102 :135-139
[4]   On approximation for fractional stochastic partial differential equations on the sphere [J].
Anh, Vo V. ;
Broadbridge, Philip ;
Olenko, Andriy ;
Wang, Yu Guang .
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2018, 32 (09) :2585-2603
[5]  
[Anonymous], 1946, The Laplace Transform
[6]  
[Anonymous], 1998, SPRINGER MONOGRAPHS
[7]  
[Anonymous], 1942, Duke Math. J., DOI [DOI 10.1215/S0012-7094-42-00908-6, 10.1215/S0012-7094-42-00908-6]
[8]  
BERTOIN J., 1999, Lecture Notes in Math., V1717, P1, DOI [10.1007/978-3-540-48115-71, DOI 10.1007/978-3-540-48115-71]
[9]   Gaussian random fields on the sphere and sphere cross line [J].
Bingham, Nicholas H. ;
Symons, Tasmin L. .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2022, 150 :788-801
[10]   Random Spherical Hyperbolic Diffusion [J].
Broadbridge, Phil ;
Kolesnik, Alexander D. ;
Leonenko, Nikolai ;
Olenko, Andriy .
JOURNAL OF STATISTICAL PHYSICS, 2019, 177 (05) :889-916