Author:
Fischbacher Silvan,Kacprzak Tomasz,Blazek Jonathan,Refregier Alexandre
Abstract
Abstract
Intrinsic alignment (IA) modelling and photometric redshift estimation are two of the main
sources of systematic uncertainty in weak lensing surveys. We investigate the impact of redshift
errors and their interplay with different IA models. Generally, errors on the mean δz
and
on the width σz
of the redshift bins can both lead to biases in cosmological constraints.
We find that such biases can, however, only be partially resolved by marginalizing over δz
and σz
. For Stage-III surveys, δz
and σz
cannot be well constrained due
to limited statistics. The resulting biases are thus sensitive to prior volume effects. For
Stage-IV surveys, we observe that marginalizing over the redshift parameters has an impact and
reduces the bias. We derive requirements on the uncertainty of σz
and δz
for both
Stage-III and Stage-IV surveys. We assume that the redshift systematic errors on S
8 should be
less than half of the statistical errors, and the median bias should be smaller than 0.25σ.
We find that the uncertainty on δz
has to be ≲ 0.025 for the NLA IA model with a
Stage-III survey. We find no requirement threshold for σz
since the requirements are met
even for our maximum prior width of 0.3. For the TATT IA model, the uncertainty on δz
has
to be ≲ 0.02 and the uncertainty on σz
has to be ≲ 0.2. Current redshift
precision of Stage-III surveys is therefore high enough to meet these requirements. For Stage-IV
surveys, systematic effects will be more important due to the higher statistical precision. In
this case, the uncertainty on δz
has to be ≲ 0.005 and the uncertainty
on σz
should be ≲ 0.1, with no significant dependence on the IA model. This
required high precision will be a challenge for the redshift calibration of these future surveys.
Finally, we investigate whether the interplay between redshift systematics and IA modelling can
explain the S
8-tension between cosmic shear results and CMB measurements. We find that this is
unlikely to explain the current S
8-tension. The code that was used to conduct this
analysis is publicly available.[refrigerator: https://cosmo-gitlab.phys.ethz.ch/cosmo_public/refrigerator.]
Subject
Astronomy and Astrophysics
Cited by
7 articles.
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