Semantic Scholar Open Access 2025 1 sitasi

Euclid preparation. LXXXV. Toward a DR1 application of higher-order weak lensing statistics

Euclid Collaboration S. Vinciguerra F. Bouchè N. Martinet L. Castiblanco C. Uhlemann +495 lainnya

Abstrak

This is the second paper in the HOWLS (higher-order weak lensing statistics) series exploring the usage of non-Gaussian statistics for cosmology inference within . With respect to our first paper, we develop a full tomographic analysis based on realistic photometric redshifts that allows us to derive Fisher forecasts in the (σ_8, w_0) plane for a -like data release 1 (DR1) setup. We find that the five higher-order statistics (HOS) that satisfy the Gaussian likelihood assumption of the Fisher formalism (one-point probability distribution function, ell1-norm, peak counts, Minkowski functionals, and Betti numbers) each outperform the shear two-point correlation functions by a factor of 2.5 on the w_0 forecasts, with only marginal improvement when used in combination with two-point estimators, suggesting that every HOS is able to retrieve both the non-Gaussian and Gaussian information of the matter density field. The similar performance of the different estimators is explained by a homogeneous use of multi-scale and tomographic information, optimized to lower computational costs. These results hold for the three mass mapping techniques of the pipeline, aperture mass, Kaiser--Squires, and Kaiser--Squires plus, and they are unaffected by the application of realistic star masks. Finally, we explored the use of HOS with the Bernardeau--Nishimichi--Taruya (BNT) nulling scheme approach, finding promising results toward applying physical scale cuts to HOS. Euclid Euclid Euclid

Topik & Kata Kunci

Penulis (500)

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Euclid Collaboration S. Vinciguerra

F

F. Bouchè

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N. Martinet

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L. Castiblanco

C

C. Uhlemann

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S. Pires

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J. Harnois-D'eraps

C

C. Giocoli

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Format Sitasi

Vinciguerra, E.C.S., Bouchè, F., Martinet, N., Castiblanco, L., Uhlemann, C., Pires, S. et al. (2025). Euclid preparation. LXXXV. Toward a DR1 application of higher-order weak lensing statistics. https://doi.org/10.1051/0004-6361/202557573

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2025
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Semantic Scholar
DOI
10.1051/0004-6361/202557573
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