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Morphometry on the sphere: Cartesian and irreducible Minkowski tensors explained and implemented

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arxiv 2402.06286 v1 pith:SFSFVMF2 submitted 2024-02-09 astro-ph.IM astro-ph.COphysics.data-an

Morphometry on the sphere: Cartesian and irreducible Minkowski tensors explained and implemented

classification astro-ph.IM astro-ph.COphysics.data-an
keywords minkowskitensorsdatamapssphereirreducibleaccompanyingadjusts
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Minkowski tensors are comprehensive shape descriptors that robustly capture n-point information in complex random geometries and that have already been extensively applied in the Euclidean plane. Here, we devise a novel framework for Minkowski tensors on the sphere. We first advance the theory by introducing irreducible Minkowski tensors, which avoid the redundancies of previous representations. We, moreover, generalize Minkowski sky maps to the sphere, i.e., a concept of local anisotropy, which easily adjusts to masked data. We demonstrate the power of our new procedure by applying it to simulations and real data of the Cosmic Microwave Background, finding an anomalous region close to the well-known Cold Spot. The accompanying open-source software, litchi, used to generate these maps from data in the HEALPix-format is made publicly available to facilitate broader integration of Minkowski maps in other fields, such as fluid demixing, porous structures, or geosciences more generally.

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  1. Testing Statistical Isotropy on the Sphere with Minkowski Tensors

    astro-ph.CO 2026-07 conditional novelty 7.0

    Connected-patch orientation correlations ξ±(θ,ν) give a coordinate-independent test of statistical isotropy on the sphere and separate global from local alignment in sheared random fields, while dipole modulation leav...