Correlation-based modeling and separation of geomagnetic field components

被引:19
作者
Holschneider, Matthias [1 ]
Lesur, Vincent [2 ]
Mauerberger, Stefan [1 ]
Baerenzung, Julien [1 ]
机构
[1] Univ Potsdam, Inst Math, Potsdam, Germany
[2] Inst Phys Globe Paris, Paris, France
关键词
OBSERVATORY DATA; MAGNETIC-FIELD; HARMONIC SPLINES; SATELLITE DATA; SAC-C; CONSTRAINTS; SURFACE; CHAMP; FLUX;
D O I
10.1002/2015JB012629
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
We introduce a technique for the modeling and separation of geomagnetic field components that is based on an analysis of their correlation structures alone. The inversion is based on a Bayesian formulation, which allows the computation of uncertainties. The technique allows the incorporation of complex measurement geometries like observatory data in a simple way. We show how our technique is linked to other well-known inversion techniques. A case study based on observational data is given.
引用
收藏
页码:3142 / 3160
页数:19
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