New Estimator for Gravitational Lensing Using Galaxy and Intensity Mapping Surveys

Mona Jalilvand, Elisabetta Majerotto, Camille Bonvin, Fabien Lacasa, Martin Kunz, Warren Naidoo, and Kavilan Moodley
Phys. Rev. Lett. 124, 031101 – Published 23 January 2020
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Abstract

We introduce the galaxy intensity mapping cross-correlation estimator (GIMCO), which is a new tomographic estimator for the gravitational lensing potential, based on a combination of intensity mapping (IM) and galaxy number counts. The estimator can be written schematically as IM(zf)×galaxy(zb)galaxy(zf)×IM(zb) for a pair of distinct redshifts (zf,zb); this combination allows to greatly reduce the contamination by density-density correlations, thus isolating the lensing signal. As an estimator constructed only from cross-correlations, it is additionally less susceptible to systematic effects. We show that the new estimator strongly suppresses cosmic variance and consequently improves the signal-to-noise ratio (SNR) for the detection of lensing, especially on linear scales and intermediate redshifts. For cosmic variance dominated surveys, the SNR of our estimator is a factor of 30 larger than the SNR obtained from the correlation of galaxy number counts only. Shot noise and interferometer noise reduce the SNR. For the specific example of the dark energy survey (DES) cross-correlated with the hydrogen intensity mapping and real time analysis experiment (HIRAX), the SNR is around four, whereas for Euclid cross-correlated with HIRAX it reaches 52. This corresponds to an improvement of a factor of 4–5 compared to the SNR from DES alone. For Euclid cross-correlated with HIRAX the improvement with respect to Euclid alone strongly depends on the redshift. We find that the improvement is particularly important for redshifts below 1.6, where it reaches a factor of 5. This makes our estimator especially valuable to test dark energy and modified gravity, that are expected to leave an impact at low and intermediate redshifts.

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  • Received 5 August 2019
  • Revised 4 November 2019

DOI:https://doi.org/10.1103/PhysRevLett.124.031101

© 2020 American Physical Society

Physics Subject Headings (PhySH)

Gravitation, Cosmology & Astrophysics

Authors & Affiliations

Mona Jalilvand*, Elisabetta Majerotto, Camille Bonvin, Fabien Lacasa, and Martin Kunz

  • Université de Genève, Département de Physique Théorique and Centre for Astroparticle Physics, 24 quai Ernest-Ansermet, CH-1211 Genève 4, Switzerland

Warren Naidoo and Kavilan Moodley

  • Astrophysics & Cosmology Research Unit, School of Mathematics, Statistics & Computer Science, University of KwaZulu-Natal, Westville Campus, Durban 4000, South Africa

  • *Mona.Jalilvand@unige.ch

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Issue

Vol. 124, Iss. 3 — 24 January 2020

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