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The measurement of colours in photometric surveys is a path to get access to cosmological distances. But for future large surveys like the Large Survey of Space and Time undertaken by the Vera Rubin Observatory in Chile, the large statistical power of the promised catalogues will make the photometric calibration uncertainties dominant in the error budget and will limit our ability to use it for precision cosmology. The knowledge of the in situ atmospheric transmission for each exposure, each season and on average for the entire survey can help reaching the subpercent precision for magnitudes. I will show the impact of precipitable water vapour during a cosmological survey on supernova cosmology. Then I will present how AuxTel at the Vera Rubin Observatory have the capability to measure the on-site atmospheric transmission in real time to improve LSST photometric calibration for precision cosmology., Comment: 4 pages, 5 figures, contribution to the 2024 Cosmology session of the 58th Rencontres de Moriond

The measurement of magnitudes with different filters in photometric surveys gives access to cosmological distances and parameters. However, for current and future large surveys like the ZTF, DES, HSC or LSST, the photometric calibration uncertainties are almost comparable to statistical uncertainties in the error budget of type Ia cosmology analysis, which limits our ability to use type Ia supernovae for precision cosmology. The knowledge of the bandpasses of the survey filters at the per-mill level can help reach the sub-percent precision for magnitudes. We show how a misknowledge of the bandpasses central wavelengths or of the presence of out-of-band leakages leads to biased cosmological measurements. Then, we present how to measure the filter throughputs at the required precision with a Collimated Beam Projector., Comment: 2 pages, 2 figures, contribution to the 2024 Cosmology session of the 58th Rencontres de Moriond