Anisotropy analysis of pressed point processes
Artikel i vetenskaplig tidskrift, 2009

This paper introduces methods for the detection of anisotropies which are caused by compression of regular three-dimensional point patterns. Isotropy tests base d on directional summary statistics and estimators for the compression factor are developed. These allow not only for the detection of anisotropies but also for the estimation of their strength. Using simulated data the power of the methods and the dependence of the power on the intensity, the degree of regularity, and the compression strength are studied. The motivation of this paper is the investigation of anisotropies in the structure of polar ice. Therefore, our methods a re applied to the point patterns of centres of air pores extracted from tomographic images of ice cores. This way the presence of anisotropies in the ice caused by the compression of the ice sheet as well as an increase of their strength with increasing depth are shown.

nearest neighbour distance

Ripley's K function

{anisotropy

orientation ana lysis

pressed point process

isotropy test

polar ice

Författare

Claudia Redenbach

Aila Särkkä

Chalmers, Matematiska vetenskaper, matematisk statistik

Göteborgs universitet

Katja Schladitz

Freitag Johannes

Advances in Statistical Analysis

Vol. 93 3 237-261

Ämneskategorier

Annan matematik

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Skapat

2017-10-08