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Local patch analysis of ACT DR6 convergence map using morphological statistics

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arxiv 2503.17849 v1 pith:MMODUKOD submitted 2025-03-22 astro-ph.CO

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keywords analysisanomalousdeviationspatchesdataconvergencefindmorphological
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abstract

We carry out a comprehensive hierarchical multi-scale morphological analysis to search for anomalous behaviour in the large scale matter distribution using convergence map provided by the Atacama Cosmology Telescope (ACT) Data Release 6. We use a suite of morphological statistics consisting of Minkowski functionals, contour Minkowski tensor and Betti numbers for the analysis, and compute their deviations from the ensemble expectations and median values obtained from isotropic $\Lambda$CDM simulations provided by ACT. To assess the statistical significance of these deviations, we devise a general methodology based on the persistence of the deviations across threshold ranges and spatial resolutions, while taking into account correlations among the statistics. From the analysis of the full dataset, and hemispherical regions, we find consistency with isotropic $\Lambda$CDM simulations provided by ACT. Since deviations in smaller sky regions tend to get washed out when averaged over larger regions, we further analyze smaller sky patches. This localized analysis reveals some patches that exhibit statistically significant deviations which we refer to as 'anomalous'. We find that near the CMB cold spot, both the positive and negative density fluctuations are anomalous, at 99% CL and 95% CL respectively. This region also encompasses an anomalous southern spot previously identified in Planck CMB temperature data. We also carry out a comparison of anomalous patches identified here for ACT data with a previous analysis of the convergence map from Planck. We do not find common patches between the two datasets, which suggest that the anomalous behavior of the Planck data arises from noise in the map. Further investigation of the atypical patches using large scale structure surveys is warranted to determine their physical origin.

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Cited by 4 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Testing Statistical Isotropy on the Sphere with Minkowski Tensors

    astro-ph.CO 2026-07 conditional novelty 7.0 of 10

    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...

  2. Tracing Large-Scale Structure Morphology with Multiwavelength Line Intensity Maps

    astro-ph.CO 2025-08 conditional novelty 6.0 of 10

    CO(1-0) line intensity maps trace the cosmic web's filaments and sheets more strongly than HI 21-cm maps, and SKA2-Mid could recover this structure at z~1.4.

  3. Non-Gaussian Expansion of Minkowski Tensors in Redshift Space

    astro-ph.CO 2025-07 conditional novelty 6.0 of 10

    A first derivation of the non-Gaussian, redshift-space ensemble averages of two rank-2 Minkowski tensors, with percent-level agreement against Quijote simulations for smoothing scales above 20 Mpc/h.

  4. On the statistical nature of Betti numbers and Euler characteristic of smooth random fields

    math.ST 2025-07 reject novelty 5.0 of 10

    Betti numbers, Euler characteristic and their sum for excursion sets are expressed in terms of Binomial coefficients of a topological basis, predicting Gaussian statistics except at high thresholds.

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