A turning bands method for simulating isotropic Gaussian random fields on the sphere

DOI10.1016/j.spl.2018.07.017zbMath1406.60077OpenAlexW2886842622WikidataQ57815757 ScholiaQ57815757MaRDI QIDQ1726741

Xavier Emery, Emilio Porcu, Reinhard Furrer

Publication date: 20 February 2019

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2018.07.017

zbMATH Keywords

spherescovariance functionsgreat circleturning bands

Mathematics Subject Classification ID

Random fields (60G60) Gaussian processes (60G15) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (4)

Simulation of Gaussian random field in a ball ⋮ Generalised Wendland functions for the sphere ⋮ Advances in Gaussian random field generation: a review ⋮ The turning arcs: a computationally efficient algorithm to simulate isotropic vector-valued Gaussian random fields on the \(d\)-sphere

Uses Software

• TBSIM
• smerfs

Cites Work

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• Isotropic Gaussian random fields on the sphere: regularity, fast simulation and stochastic partial differential equations
• A multi-resolution model for non-Gaussian random fields on a sphere with application to ionospheric electrostatic potentials
• Spherical process models for global spatial statistics
• Fast generation of isotropic Gaussian random fields on the sphere
• Positive definite functions on spheres
• Geostatistics
• Random Fields on the Sphere
• The intrinsic random functions and their applications
• GAUSS–LEGENDRE SKY PIXELIZATION (GLESP) FOR CMB MAPS
• Approximation Theory and Harmonic Analysis on Spheres and Balls
• Dimension walks and Schoenberg spectral measures
• Modeling Temporally Evolving and Spatially Globally Dependent Data

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