Modelling spatial covariances for terrestrial water storage variations verified with synthetic GRACE-FO data

DOI10.1007/s13137-020-00160-0zbMath1460.86040OpenAlexW3048307915MaRDI QIDQ2023284

Frank Flechtner, Robert Dill, Christoph Dahle, Henryk Dobslaw, Maik Thomas, Michael Murböck, Eva Boergens

Publication date: 3 May 2021

Published in: GEM - International Journal on Geomathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13137-020-00160-0

zbMATH Keywords

anisotropic and non-homogeneous covariance functionGRACE terrestrial water storage uncertaintysimulated GRACE and GRACE-FO dataspatial covariance modelling

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12) Geostatistics (86A32)

Cites Work

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• Strictly and non-strictly positive definite functions on spheres
• On the validity of commonly used covariance and variogram functions on the sphere
• Isotropic covariance functions on spheres: some properties and modeling considerations
• Nonstationary covariance models for global data
• Recent advances to model anisotropic space-time data
• Correlation theory of stationary and related random functions. Volume I: Basic results
• Regularization of geopotential determination from satellite data by variance components

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