Euclid Preparation XXIX: Forecasts for 10 different higher-order weak lensing statistics
V. Ajani
(1)
,
M. Baldi
,
A. Barthelemy
,
A. Boyle
(1)
,
P. Burger
,
V.F. Cardone
,
S. Cheng
,
S. Codis
(1)
,
C. Giocoli
,
J. Harnois-Déraps
,
S. Heydenreich
,
V. Kansal
(1)
,
M. Kilbinger
(1)
,
L. Linke
,
C. Llinares
,
N. Martinet
(2)
,
C. Parroni
,
A. Peel
,
S. Pires
(1)
,
L. Porth
,
I. Tereno
,
C. Uhlemann
,
M. Vicinanza
,
S. Vinciguerra
,
N. Aghanim
(3)
,
N. Auricchio
,
D. Bonino
,
E. Branchini
,
M. Brescia
,
J. Brinchmann
,
S. Camera
,
V. Capobianco
,
C. Carbone
,
J. Carretero
,
F.J. Castander
,
M. Castellano
,
S. Cavuoti
,
A. Cimatti
,
R. Cledassou
(4, 5)
,
G. Congedo
,
C.J. Conselice
,
L. Conversi
,
L. Corcione
,
F. Courbin
,
M. Cropper
,
A. Da Silva
,
H. Degaudenzi
,
A.M. Di Giorgio
,
J. Dinis
,
M. Douspis
(3)
,
F. Dubath
,
X. Dupac
,
S. Farrens
(1)
,
S. Ferriol
(6)
,
P. Fosalba
,
M. Frailis
,
E. Franceschi
,
S. Galeotta
,
B. Garilli
,
B. Gillis
,
A. Grazian
,
F. Grupp
,
H. Hoekstra
,
W. Holmes
,
A. Hornstrup
,
P. Hudelot
(7)
,
K. Jahnke
,
M. Jhabvala
,
M. Kümmel
,
T. Kitching
,
M. Kunz
,
H. Kurki-Suonio
,
P.B. Lilje
,
I. Lloro
,
E. Maiorano
,
O. Mansutti
,
O. Marggraf
,
K. Markovic
,
F. Marulli
,
R. Massey
,
S. Mei
(8)
,
Y. Mellier
(7)
,
M. Meneghetti
,
M. Moresco
,
L. Moscardini
,
S.-M. Niemi
,
J. Nightingale
,
T. Nutma
,
C. Padilla
,
S. Paltani
,
K. Pedersen
,
V. Pettorino
(1)
,
G. Polenta
,
M. Poncet
(4)
,
L.A. Popa
,
F. Raison
,
A. Renzi
,
J. Rhodes
,
G. Riccio
,
E. Romelli
,
M. Roncarelli
,
E. Rossetti
,
R. Saglia
,
D. Sapone
,
B. Sartoris
,
P. Schneider
,
T. Schrabback
,
A. Secroun
(9)
,
G. Seidel
,
S. Serrano
,
C. Sirignano
,
L. Stanco
,
J.-L. Starck
(1)
,
P. Tallada-Crespí
,
A.N. Taylor
,
R. Toledo-Moreo
,
F. Torradeflot
,
I. Tutusaus
(10)
,
E.A. Valentijn
,
L. Valenziano
,
T. Vassallo
,
Y. Wang
,
J. Weller
,
G. Zamorani
,
J. Zoubian
(9)
,
S. Andreon
,
S. Bardelli
,
A. Boucaud
(8)
,
E. Bozzo
,
C. Colodro-Conde
,
D. Di Ferdinando
,
G. Fabbian
,
M. Farina
,
J. Graciá-Carpio
,
E. Keihänen
,
V. Lindholm
,
D. Maino
,
N. Mauri
,
C. Neissner
,
M. Schirmer
,
V. Scottez
(7)
,
E. Zucca
,
Y. Akrami
(11, 12)
,
C. Baccigalupi
,
A. Balaguera-Antolínez
,
M. Ballardini
,
F. Bernardeau
(13, 7)
,
A. Biviano
,
A. Blanchard
(10)
,
S. Borgani
,
A.S. Borlaff
,
C. Burigana
,
R. Cabanac
(10)
,
A. Cappi
(14)
,
C.S. Carvalho
,
S. Casas
,
G. Castignani
,
T. Castro
,
K.C. Chambers
,
A.R. Cooray
,
J. Coupon
,
H.M. Courtois
(6)
,
S. Davini
,
S. de la Torre
(2)
,
G. de Lucia
,
G. Desprez
,
H. Dole
(3)
,
J.A. Escartin
,
S. Escoffier
(9)
,
I. Ferrero
,
F. Finelli
,
K. Ganga
(8)
,
J. Garcia-Bellido
,
K. George
,
F. Giacomini
,
G. Gozaliasl
,
H. Hildebrandt
,
A. Jimenez Muñoz
(15)
,
B. Joachimi
,
J.J.E. Kajava
,
C.C. Kirkpatrick
,
L. Legrand
,
A. Loureiro
,
M. Magliocchetti
,
R. Maoli
,
S. Marcin
,
M. Martinelli
,
C.J.A.P. Martins
,
S. Matthew
,
L. Maurin
(3)
,
R.B. Metcalf
,
P. Monaco
,
G. Morgante
,
S. Nadathur
,
A.A. Nucita
,
V. Popa
,
D. Potter
,
A. Pourtsidou
,
M. Pöntinen
,
P. Reimberg
(7)
,
A.G. Sánchez
,
Z. Sakr
(10)
,
A. Schneider
,
E. Sefusatti
,
M. Sereno
,
A. Shulevski
,
A. Spurio Mancini
,
J. Steinwagner
,
R. Teyssier
,
J. Valiviita
,
A. Veropalumbo
,
M. Viel
,
I.A. Zinchenko
1
AIM (UMR7158 / UMR_E_9005 / UM_112) -
Astrophysique Interprétation Modélisation
2 LAM - Laboratoire d'Astrophysique de Marseille
3 IAS - Institut d'astrophysique spatiale
4 CNES - Centre National d'Études Spatiales [Toulouse]
5 IN2P3 - Institut National de Physique Nucléaire et de Physique des Particules du CNRS
6 IP2I Lyon - Institut de Physique des 2 Infinis de Lyon
7 IAP - Institut d'Astrophysique de Paris
8 APC (UMR_7164) - AstroParticule et Cosmologie
9 CPPM - Centre de Physique des Particules de Marseille
10 IRAP - Institut de recherche en astrophysique et planétologie
11 LPENS - Laboratoire de physique de l'ENS - ENS Paris
12 LERMA - Laboratoire d'Etude du Rayonnement et de la Matière en Astrophysique et Atmosphères = Laboratory for Studies of Radiation and Matter in Astrophysics and Atmospheres
13 IPHT - Institut de Physique Théorique - UMR CNRS 3681
14 LAGRANGE - Joseph Louis LAGRANGE
15 LPSC - Laboratoire de Physique Subatomique et de Cosmologie
2 LAM - Laboratoire d'Astrophysique de Marseille
3 IAS - Institut d'astrophysique spatiale
4 CNES - Centre National d'Études Spatiales [Toulouse]
5 IN2P3 - Institut National de Physique Nucléaire et de Physique des Particules du CNRS
6 IP2I Lyon - Institut de Physique des 2 Infinis de Lyon
7 IAP - Institut d'Astrophysique de Paris
8 APC (UMR_7164) - AstroParticule et Cosmologie
9 CPPM - Centre de Physique des Particules de Marseille
10 IRAP - Institut de recherche en astrophysique et planétologie
11 LPENS - Laboratoire de physique de l'ENS - ENS Paris
12 LERMA - Laboratoire d'Etude du Rayonnement et de la Matière en Astrophysique et Atmosphères = Laboratory for Studies of Radiation and Matter in Astrophysics and Atmospheres
13 IPHT - Institut de Physique Théorique - UMR CNRS 3681
14 LAGRANGE - Joseph Louis LAGRANGE
15 LPSC - Laboratoire de Physique Subatomique et de Cosmologie
M. Baldi
- Function : Author
A. Barthelemy
- Function : Author
P. Burger
- Function : Author
V.F. Cardone
- Function : Author
S. Cheng
- Function : Author
C. Giocoli
- Function : Author
J. Harnois-Déraps
- Function : Author
S. Heydenreich
- Function : Author
L. Linke
- Function : Author
C. Llinares
- Function : Author
C. Parroni
- Function : Author
A. Peel
- Function : Author
L. Porth
- Function : Author
I. Tereno
- Function : Author
C. Uhlemann
- Function : Author
M. Vicinanza
- Function : Author
S. Vinciguerra
- Function : Author
N. Auricchio
- Function : Author
D. Bonino
- Function : Author
E. Branchini
- Function : Author
M. Brescia
- Function : Author
J. Brinchmann
- Function : Author
S. Camera
- Function : Author
V. Capobianco
- Function : Author
C. Carbone
- Function : Author
J. Carretero
- Function : Author
F.J. Castander
- Function : Author
M. Castellano
- Function : Author
S. Cavuoti
- Function : Author
A. Cimatti
- Function : Author
G. Congedo
- Function : Author
C.J. Conselice
- Function : Author
L. Conversi
- Function : Author
L. Corcione
- Function : Author
F. Courbin
- Function : Author
M. Cropper
- Function : Author
A. Da Silva
- Function : Author
H. Degaudenzi
- Function : Author
A.M. Di Giorgio
- Function : Author
J. Dinis
- Function : Author
F. Dubath
- Function : Author
X. Dupac
- Function : Author
P. Fosalba
- Function : Author
M. Frailis
- Function : Author
E. Franceschi
- Function : Author
S. Galeotta
- Function : Author
B. Garilli
- Function : Author
B. Gillis
- Function : Author
A. Grazian
- Function : Author
F. Grupp
- Function : Author
H. Hoekstra
- Function : Author
W. Holmes
- Function : Author
A. Hornstrup
- Function : Author
K. Jahnke
- Function : Author
M. Jhabvala
- Function : Author
M. Kümmel
- Function : Author
T. Kitching
- Function : Author
M. Kunz
- Function : Author
H. Kurki-Suonio
- Function : Author
P.B. Lilje
- Function : Author
I. Lloro
- Function : Author
E. Maiorano
- Function : Author
O. Mansutti
- Function : Author
O. Marggraf
- Function : Author
K. Markovic
- Function : Author
F. Marulli
- Function : Author
R. Massey
- Function : Author
M. Meneghetti
- Function : Author
M. Moresco
- Function : Author
L. Moscardini
- Function : Author
S.-M. Niemi
- Function : Author
J. Nightingale
- Function : Author
T. Nutma
- Function : Author
C. Padilla
- Function : Author
S. Paltani
- Function : Author
K. Pedersen
- Function : Author
G. Polenta
- Function : Author
L.A. Popa
- Function : Author
F. Raison
- Function : Author
A. Renzi
- Function : Author
J. Rhodes
- Function : Author
G. Riccio
- Function : Author
E. Romelli
- Function : Author
M. Roncarelli
- Function : Author
E. Rossetti
- Function : Author
R. Saglia
- Function : Author
D. Sapone
- Function : Author
B. Sartoris
- Function : Author
P. Schneider
- Function : Author
T. Schrabback
- Function : Author
G. Seidel
- Function : Author
S. Serrano
- Function : Author
C. Sirignano
- Function : Author
L. Stanco
- Function : Author
P. Tallada-Crespí
- Function : Author
A.N. Taylor
- Function : Author
R. Toledo-Moreo
- Function : Author
F. Torradeflot
- Function : Author
E.A. Valentijn
- Function : Author
L. Valenziano
- Function : Author
T. Vassallo
- Function : Author
Y. Wang
- Function : Author
J. Weller
- Function : Author
G. Zamorani
- Function : Author
S. Andreon
- Function : Author
S. Bardelli
- Function : Author
E. Bozzo
- Function : Author
C. Colodro-Conde
- Function : Author
D. Di Ferdinando
- Function : Author
G. Fabbian
- Function : Author
M. Farina
- Function : Author
J. Graciá-Carpio
- Function : Author
E. Keihänen
- Function : Author
V. Lindholm
- Function : Author
D. Maino
- Function : Author
N. Mauri
- Function : Author
C. Neissner
- Function : Author
M. Schirmer
- Function : Author
E. Zucca
- Function : Author
C. Baccigalupi
- Function : Author
A. Balaguera-Antolínez
- Function : Author
M. Ballardini
- Function : Author
A. Biviano
- Function : Author
S. Borgani
- Function : Author
A.S. Borlaff
- Function : Author
C. Burigana
- Function : Author
C.S. Carvalho
- Function : Author
S. Casas
- Function : Author
G. Castignani
- Function : Author
T. Castro
- Function : Author
K.C. Chambers
- Function : Author
A.R. Cooray
- Function : Author
J. Coupon
- Function : Author
S. Davini
- Function : Author
G. de Lucia
- Function : Author
G. Desprez
- Function : Author
J.A. Escartin
- Function : Author
S. Escoffier
- Function : Author
- PersonId : 179794
- IdHAL : stephanie-escoffier
- ORCID : 0000-0002-2847-7498
- IdRef : 068869215
I. Ferrero
- Function : Author
F. Finelli
- Function : Author
J. Garcia-Bellido
- Function : Author
K. George
- Function : Author
F. Giacomini
- Function : Author
G. Gozaliasl
- Function : Author
H. Hildebrandt
- Function : Author
B. Joachimi
- Function : Author
J.J.E. Kajava
- Function : Author
C.C. Kirkpatrick
- Function : Author
L. Legrand
- Function : Author
A. Loureiro
- Function : Author
M. Magliocchetti
- Function : Author
R. Maoli
- Function : Author
S. Marcin
- Function : Author
M. Martinelli
- Function : Author
C.J.A.P. Martins
- Function : Author
S. Matthew
- Function : Author
R.B. Metcalf
- Function : Author
P. Monaco
- Function : Author
G. Morgante
- Function : Author
S. Nadathur
- Function : Author
A.A. Nucita
- Function : Author
V. Popa
- Function : Author
D. Potter
- Function : Author
A. Pourtsidou
- Function : Author
M. Pöntinen
- Function : Author
A.G. Sánchez
- Function : Author
A. Schneider
- Function : Author
E. Sefusatti
- Function : Author
M. Sereno
- Function : Author
A. Shulevski
- Function : Author
A. Spurio Mancini
- Function : Author
J. Steinwagner
- Function : Author
R. Teyssier
- Function : Author
J. Valiviita
- Function : Author
A. Veropalumbo
- Function : Author
M. Viel
- Function : Author
I.A. Zinchenko
- Function : Author
Abstract
Recent cosmic shear studies have shown that higher-order statistics (HOS) developed by independent teams now outperform standard two-point estimators in terms of statistical precision thanks to their sensitivity to the non-Gaussian features of large-scale structure. The aim of the Higher-Order Weak Lensing Statistics (HOWLS) project is to assess, compare, and combine the constraining power of $10$ different HOS on a common set of $Euclid$-like mocks, derived from N-body simulations. In this first paper of the HOWLS series we compute the non-tomographic ($\Omega_{\rm m}$, $\sigma_8$) Fisher information for one-point probability distribution function, peak counts, Minkowski functionals, Betti numbers, persistent homology Betti numbers and heatmap, and scattering transform coefficients, and compare them to the shear and convergence two-point correlation functions in the absence of any systematic bias. We also include forecasts for three implementations of higher-order moments, but these cannot be robustly interpreted as the Gaussian likelihood assumption breaks down for these statistics. Taken individually, we find that each HOS outperforms the two-point statistics by a factor of around $2$ in the precision of the forecasts with some variations across statistics and cosmological parameters. When combining all the HOS, this increases to a $4.5$ times improvement, highlighting the immense potential of HOS for cosmic shear cosmological analyses with $Euclid$. The data used in this analysis are publicly released with the paper.