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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
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
A. Cappi
  • 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
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.

Dates and versions

hal-03986111 , version 1 (13-02-2023)

Identifiers

Cite

V. Ajani, M. Baldi, A. Barthelemy, A. Boyle, P. Burger, et al.. Euclid Preparation XXIX: Forecasts for 10 different higher-order weak lensing statistics. 2023. ⟨hal-03986111⟩
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