Blending effects on shear measurement synergy between <i>Euclid</i>-like and LSST-like surveys

Weak gravitational lensing is a powerful probe for constraining cosmological parameters, but its success relies on accurate shear measurements. In this paper, we use image simulations to investigate how a joint analysis of high-resolution space-based and deep ground-based imaging can improve shear estimation. We simulated two scenarios: a grid-based setup, where galaxies are placed on a regular grid to mimic an idealised, blending-free scenario, and a random setup, where galaxies are randomly distributed to capture the impact of blending. Comparing these cases, we find that blending introduces significant biases, particularly in LSST-like data due to a larger point spread function. This highlights the importance of including realistic blending effects when evaluating the performance of joint analyses. Using simulations that account for blending, we find that the most effective catalogue-level synergy is achieved by combining all galaxies detected in either survey. This approach yields an effective galaxy number density of 44.08 arcmin −2 over the magnitude range of 20.0 to 27.5, compared to 39.17 arcmin −2 for LSST-like data alone and 30.31 arcmin −2 for Euclid -like data alone. Restricting the analysis to only the overlapping sources detected in both surveys resulted in a gain of ∼12% compared to using either survey alone. While this joint-object approach is suboptimal at the catalogue level, it may become more effective in pixel-level analyses, where a joint fit to individual galaxy shapes can better leverage the complementary strengths of both data sets. Studying such pixel-level combinations with realistic blending effects properly accounted for, remains a promising direction for future work.

Authors

Publication Details

Journal
Astronomy and Astrophysics
Published
2025-09-18
DOI
https://doi.org/10.1051/0004-6361/202556133
Citations
1
Primary Topic
Optical measurement and interference techniques
Type
article
Field-Weighted Citation Impact
1.28

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article

Blending effects on shear measurement synergy between Euclid-like and LSST-like surveys

Shangrong Li, Shiyang Zhang, Henk Hoekstra
1 citations
Astronomy and Astrophysics
Optical measurement and interference techniques
1.28
article

Blending effects on shear measurement synergy between Euclid-like and LSST-like surveys

Shangrong Li, Shiyang Zhang, Henk Hoekstra
article en
1 citations

Abstract

Weak gravitational lensing is a powerful probe for constraining cosmological parameters, but its success relies on accurate shear measurements. In this paper, we use image simulations to investigate how a joint analysis of high-resolution space-based and deep ground-based imaging can improve shear estimation. We simulated two scenarios: a grid-based setup, where galaxies are placed on a regular grid to mimic an idealised, blending-free scenario, and a random setup, where galaxies are randomly distributed to capture the impact of blending. Comparing these cases, we find that blending introduces significant biases, particularly in LSST-like data due to a larger point spread function. This highlights the importance of including realistic blending effects when evaluating the performance of joint analyses. Using simulations that account for blending, we find that the most effective catalogue-level synergy is achieved by combining all galaxies detected in either survey. This approach yields an effective galaxy number density of 44.08 arcmin −2 over the magnitude range of 20.0 to 27.5, compared to 39.17 arcmin −2 for LSST-like data alone and 30.31 arcmin −2 for Euclid -like data alone. Restricting the analysis to only the overlapping sources detected in both surveys resulted in a gain of ∼12% compared to using either survey alone. While this joint-object approach is suboptimal at the catalogue level, it may become more effective in pixel-level analyses, where a joint fit to individual galaxy shapes can better leverage the complementary strengths of both data sets. Studying such pixel-level combinations with realistic blending effects properly accounted for, remains a promising direction for future work.

Astronomy and AstrophysicsVol. 702
European Commission, Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 16%
Optical measurement and interference techniques
1.28
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