KiDS-Legacy: Constraining dark energy, neutrino mass, and curvature

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Main Authors: Reischke, Robert, Stölzner, Benjamin, Joachimi, Benjamin, Wright, Angus H., Asgari, Marika, Bilicki, Maciej, Chisari, Nora Elisa, Dvornik, Andrej, Georgiou, Christos, Giblin, Benjamin, Harnois-Déraps, Joachim, Heymans, Catherine, Hildebrandt, Hendrik, Hoekstra, Henk, Joudaki, Shahab, Kuijken, Konrad, Li, Shun-Sheng, Linke, Laila, Loureiro, Arthur, Mahony, Constance, Moscardini, Lauro, Porth, Lucas, Radovich, Mario, Tröster, Tilman, von Wietersheim-Kramsta, Maximilian, Yan, Ziang, Yoon, Mijin, Zhang, Yun-Hao
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Published: 2025
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author Reischke, Robert
Stölzner, Benjamin
Joachimi, Benjamin
Wright, Angus H.
Asgari, Marika
Bilicki, Maciej
Chisari, Nora Elisa
Dvornik, Andrej
Georgiou, Christos
Giblin, Benjamin
Harnois-Déraps, Joachim
Heymans, Catherine
Hildebrandt, Hendrik
Hoekstra, Henk
Joudaki, Shahab
Kuijken, Konrad
Li, Shun-Sheng
Linke, Laila
Loureiro, Arthur
Mahony, Constance
Moscardini, Lauro
Porth, Lucas
Radovich, Mario
Tröster, Tilman
von Wietersheim-Kramsta, Maximilian
Yan, Ziang
Yoon, Mijin
Zhang, Yun-Hao
author_facet Reischke, Robert
Stölzner, Benjamin
Joachimi, Benjamin
Wright, Angus H.
Asgari, Marika
Bilicki, Maciej
Chisari, Nora Elisa
Dvornik, Andrej
Georgiou, Christos
Giblin, Benjamin
Harnois-Déraps, Joachim
Heymans, Catherine
Hildebrandt, Hendrik
Hoekstra, Henk
Joudaki, Shahab
Kuijken, Konrad
Li, Shun-Sheng
Linke, Laila
Loureiro, Arthur
Mahony, Constance
Moscardini, Lauro
Porth, Lucas
Radovich, Mario
Tröster, Tilman
von Wietersheim-Kramsta, Maximilian
Yan, Ziang
Yoon, Mijin
Zhang, Yun-Hao
contents We constrained minimally extended cosmological models with the cosmic shear analysis of the final data release from the Kilo-Degree Survey (KiDS-Legacy) in combination with external probes. Due to the consistency of the KiDS-Legacy analysis with the cosmic microwave background (CMB), we could combine these datasets reliably for the first time. Additionally, we used CMB lensing, galaxy redshift-space distortions, and baryon acoustic oscillations. We assessed, in turn, the effects of spatial curvature, varying neutrino masses, and an evolving dark energy component on cosmological constraints from KiDS-Legacy alone and from KiDS-Legacy combined with external probes. We find KiDS-Legacy to be consistent with the fiducial flat $Λ$-cold dark matter ($Λ$CDM) analysis with $c^2 \sum m_ν\leq 1.5\,$eV, $w_0 = -1.0\pm 0.7$, and $w_a = -1.3^{+1.9}_{-2.0}$ while $Ω_K = 0.08^{+0.16}_{-0.17}$ (1$σ$ bounds) with an almost equal goodness of fit. The $w_0w_a$CDM model is not a significant improvement over $Λ$CDM when cosmic shear and CMB lensing are combined, yielding a Bayes factor $B = 0.07$. If all probes are combined, however, $B$ increases to 2.73, corresponding to a $2.6σ$ suspiciousness tension. The constraint on $S_8 = σ_8\sqrt{Ω_\mathrm{m}/0.3}$ is robust to opening up the parameter space for cosmic shear. Adding all external datasets to KiDS-Legacy, we find $S_8 = 0.816 \pm 0.006$ in $Λ$CDM and $S_8 = 0.837 \pm 0.008$ in $w_0 w_a$CDM for all probes combined.
format Preprint
id arxiv_https___arxiv_org_abs_2512_11041
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle KiDS-Legacy: Constraining dark energy, neutrino mass, and curvature
Reischke, Robert
Stölzner, Benjamin
Joachimi, Benjamin
Wright, Angus H.
Asgari, Marika
Bilicki, Maciej
Chisari, Nora Elisa
Dvornik, Andrej
Georgiou, Christos
Giblin, Benjamin
Harnois-Déraps, Joachim
Heymans, Catherine
Hildebrandt, Hendrik
Hoekstra, Henk
Joudaki, Shahab
Kuijken, Konrad
Li, Shun-Sheng
Linke, Laila
Loureiro, Arthur
Mahony, Constance
Moscardini, Lauro
Porth, Lucas
Radovich, Mario
Tröster, Tilman
von Wietersheim-Kramsta, Maximilian
Yan, Ziang
Yoon, Mijin
Zhang, Yun-Hao
Cosmology and Nongalactic Astrophysics
We constrained minimally extended cosmological models with the cosmic shear analysis of the final data release from the Kilo-Degree Survey (KiDS-Legacy) in combination with external probes. Due to the consistency of the KiDS-Legacy analysis with the cosmic microwave background (CMB), we could combine these datasets reliably for the first time. Additionally, we used CMB lensing, galaxy redshift-space distortions, and baryon acoustic oscillations. We assessed, in turn, the effects of spatial curvature, varying neutrino masses, and an evolving dark energy component on cosmological constraints from KiDS-Legacy alone and from KiDS-Legacy combined with external probes. We find KiDS-Legacy to be consistent with the fiducial flat $Λ$-cold dark matter ($Λ$CDM) analysis with $c^2 \sum m_ν\leq 1.5\,$eV, $w_0 = -1.0\pm 0.7$, and $w_a = -1.3^{+1.9}_{-2.0}$ while $Ω_K = 0.08^{+0.16}_{-0.17}$ (1$σ$ bounds) with an almost equal goodness of fit. The $w_0w_a$CDM model is not a significant improvement over $Λ$CDM when cosmic shear and CMB lensing are combined, yielding a Bayes factor $B = 0.07$. If all probes are combined, however, $B$ increases to 2.73, corresponding to a $2.6σ$ suspiciousness tension. The constraint on $S_8 = σ_8\sqrt{Ω_\mathrm{m}/0.3}$ is robust to opening up the parameter space for cosmic shear. Adding all external datasets to KiDS-Legacy, we find $S_8 = 0.816 \pm 0.006$ in $Λ$CDM and $S_8 = 0.837 \pm 0.008$ in $w_0 w_a$CDM for all probes combined.
title KiDS-Legacy: Constraining dark energy, neutrino mass, and curvature
topic Cosmology and Nongalactic Astrophysics
url https://arxiv.org/abs/2512.11041