Detection of the significant impact of source clustering on higher-order statistics with DES Year 3 weak gravitational lensing data Article Swipe

PDF

M. Gatti , N Jeffrey , L Whiteway , Virginia Ajani , Tomasz Kacprzak , D. Zürcher , C. Chang , Bhuvnesh Jain , J. Blazek , E. Krause , A. Alarcon , A. Amon , K. Bechtol , M. R. Becker , G. M. Bernstein , A. Campos , R Chen , A. Choi , C. Davis , J. DeRose , H. T. Diehl , Scott Dodelson , C. Doux , K. Eckert , J. Elvin-Poole , S. Everett , A. Ferté , D. Gruen , R. A. Gruendl , I. Harrison , W G Hartley , K. Herner , Eric Huff , Mike Jarvis , N. Kuropatkin , P. F. Leget , N. MacCrann , J. McCullough , J. Myles , A Navarro-Alsina , Shivam Pandey , J. Prat , Marco Raveri , R. P. Rollins , A. Roodman , C. Sánchez , L. F. Secco , I. Sevilla-Noarbe , E. Sheldon , T. Shin , M. A. Troxel , I. Tutusaus , T.N Varga , B. Yanny , B. Yin , Y. Zhang , J. Zuntz , S. Allam , O. Alves , M. Aguena , David Bacon , E. Bertin , D Brooks , D. L. Burke , A. Carnero Rosell , J. Carretero , R. Cawthon , L. N. da Costa , T. M. Davis , J. De Vicente , S. Desai , P. Doel , J. García-Bellido , G. Giannini , G. Gutiérrez , I. Ferrero , J. Frieman , S. R. Hinton , D.L Hollowood , K. Honscheid , D. J. James , K. Kuehn , O. Lahav , J.L Marshall , J. Mena-Fernández , R. Miquel , R. L. C. Ogando , A Palmese , M. E. S. Pereira , A. A. Plazas , M. Rodríguez-Monroy , S. Samuroff , E. Sánchez , M. Schubnell , M. Smith , F. Sobreira , E. Suchyta , M. E. C. Swanson , G. Tarlé , N. Weaverdyck ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.48550/arxiv.2307.13860

We demonstrate and measure the impact of source galaxy clustering on higher-order summary statistics of weak gravitational lensing data. By comparing simulated data with galaxies that either trace or do not trace the underlying density field, we show this effect can exceed measurement uncertainties for common higher-order statistics for certain analysis choices. Source clustering effects are larger at small scales and for statistics applied to combinations of low and high redshift samples, and diminish at high redshift. We evaluate the impact on different weak lensing observables, finding that third moments and wavelet phase harmonics are more affected than peak count statistics. Using Dark Energy Survey Year 3 data we construct null tests for the source-clustering-free case, finding a $p$-value of $p=4\times10^{-3}$ (2.6 $σ$) using third-order map moments and $p=3\times10^{-11}$ (6.5 $σ$) using wavelet phase harmonics. The impact of source clustering on cosmological inference can be either be included in the model or minimized through \textit{ad-hoc} procedures (e.g. scale cuts). We verify that the procedures adopted in existing DES Y3 cosmological analyses (using map moments and peaks) were sufficient to render this effect negligible. Failing to account for source clustering can significantly impact cosmological inference from higher-order gravitational lensing statistics, e.g. higher-order N-point functions, wavelet-moment observables (including phase harmonics and scattering transforms), and deep learning or field level summary statistics of weak lensing maps. We provide recipes both to minimise the impact of source clustering and to incorporate source clustering effects into forward-modelled mock data.

Related Topics

Artificial Intelligence

Signal Processing

Radar

Concepts

Weak gravitational lensing Physics Cluster analysis Gravitational lens Gravitational lensing formalism Strong gravitational lensing Higher-order statistics Redshift Galaxy Dark energy Astrophysics Wavelet Statistics Cosmology Mathematics Computer science Artificial intelligence Telecommunications Signal processing Radar

Metadata

Type: preprint
Language: en
Landing Page: http://arxiv.org/abs/2307.13860
PDF: https://arxiv.org/pdf/2307.13860
OA Status: green
Cited By: 2
Related Works: 10
OpenAlex ID: https://openalex.org/W4385327702

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4385327702

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.48550/arxiv.2307.13860

Digital Object Identifier
Title: Detection of the significant impact of source clustering on higher-order statistics with DES Year 3 weak gravitational lensing data

Work title
Type: preprint

OpenAlex work type
Language: en

Primary language
Publication year: 2023

Year of publication
Publication date: 2023-07-25

Full publication date if available
Authors: M. Gatti, N Jeffrey, L Whiteway, Virginia Ajani, Tomasz Kacprzak, D. Zürcher, C. Chang, Bhuvnesh Jain, J. Blazek, E. Krause, A. Alarcon, A. Amon, K. Bechtol, M. R. Becker, G. M. Bernstein, A. Campos, R Chen, A. Choi, C. Davis, J. DeRose, H. T. Diehl, Scott Dodelson, C. Doux, K. Eckert, J. Elvin-Poole, S. Everett, A. Ferté, D. Gruen, R. A. Gruendl, I. Harrison, W G Hartley, K. Herner, Eric Huff, Mike Jarvis, N. Kuropatkin, P. F. Leget, N. MacCrann, J. McCullough, J. Myles, A Navarro-Alsina, Shivam Pandey, J. Prat, Marco Raveri, R. P. Rollins, A. Roodman, C. Sánchez, L. F. Secco, I. Sevilla-Noarbe, E. Sheldon, T. Shin, M. A. Troxel, I. Tutusaus, T.N Varga, B. Yanny, B. Yin, Y. Zhang, J. Zuntz, S. Allam, O. Alves, M. Aguena, David Bacon, E. Bertin, D Brooks, D. L. Burke, A. Carnero Rosell, J. Carretero, R. Cawthon, L. N. da Costa, T. M. Davis, J. De Vicente, S. Desai, P. Doel, J. García-Bellido, G. Giannini, G. Gutiérrez, I. Ferrero, J. Frieman, S. R. Hinton, D.L Hollowood, K. Honscheid, D. J. James, K. Kuehn, O. Lahav, J.L Marshall, J. Mena-Fernández, R. Miquel, R. L. C. Ogando, A Palmese, M. E. S. Pereira, A. A. Plazas, M. Rodríguez-Monroy, S. Samuroff, E. Sánchez, M. Schubnell, M. Smith, F. Sobreira, E. Suchyta, M. E. C. Swanson, G. Tarlé, N. Weaverdyck

List of authors in order
Landing page: https://arxiv.org/abs/2307.13860

Publisher landing page
PDF URL: https://arxiv.org/pdf/2307.13860

Direct link to full text PDF
Open access: Yes

Whether a free full text is available
OA status: green

Open access status per OpenAlex
OA URL: https://arxiv.org/pdf/2307.13860

Direct OA link when available
Concepts: Weak gravitational lensing, Physics, Cluster analysis, Gravitational lens, Gravitational lensing formalism, Strong gravitational lensing, Higher-order statistics, Redshift, Galaxy, Dark energy, Astrophysics, Wavelet, Statistics, Cosmology, Mathematics, Computer science, Artificial intelligence, Telecommunications, Signal processing, Radar

Top concepts (fields/topics) attached by OpenAlex
Cited by: 2

Total citation count in OpenAlex
Citations by year (recent): 2023: 2

Per-year citation counts (last 5 years)
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4385327702
doi	https://doi.org/10.48550/arxiv.2307.13860
ids.doi	https://doi.org/10.48550/arxiv.2307.13860
ids.openalex	https://openalex.org/W4385327702
fwci
type	preprint
title	Detection of the significant impact of source clustering on higher-order statistics with DES Year 3 weak gravitational lensing data
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
topics[0].id	https://openalex.org/T10026
topics[0].field.id	https://openalex.org/fields/31
topics[0].field.display_name	Physics and Astronomy
topics[0].score	0.9929999709129333
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/3103
topics[0].subfield.display_name	Astronomy and Astrophysics
topics[0].display_name	Galaxies: Formation, Evolution, Phenomena
topics[1].id	https://openalex.org/T10095
topics[1].field.id	https://openalex.org/fields/31
topics[1].field.display_name	Physics and Astronomy
topics[1].score	0.9796000123023987
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/3103
topics[1].subfield.display_name	Astronomy and Astrophysics
topics[1].display_name	Cosmology and Gravitation Theories
topics[2].id	https://openalex.org/T11405
topics[2].field.id	https://openalex.org/fields/19
topics[2].field.display_name	Earth and Planetary Sciences
topics[2].score	0.9634000062942505
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/1910
topics[2].subfield.display_name	Oceanography
topics[2].display_name	Geophysics and Gravity Measurements
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C190670322
concepts[0].level	4
concepts[0].score	0.8199766874313354
concepts[0].wikidata	https://www.wikidata.org/wiki/Q13073796
concepts[0].display_name	Weak gravitational lensing
concepts[1].id	https://openalex.org/C121332964
concepts[1].level	0
concepts[1].score	0.7914409637451172
concepts[1].wikidata	https://www.wikidata.org/wiki/Q413
concepts[1].display_name	Physics
concepts[2].id	https://openalex.org/C73555534
concepts[2].level	2
concepts[2].score	0.6203051805496216
concepts[2].wikidata	https://www.wikidata.org/wiki/Q622825
concepts[2].display_name	Cluster analysis
concepts[3].id	https://openalex.org/C68498078
concepts[3].level	4
concepts[3].score	0.6089617609977722
concepts[3].wikidata	https://www.wikidata.org/wiki/Q185243
concepts[3].display_name	Gravitational lens
concepts[4].id	https://openalex.org/C138125448
concepts[4].level	5
concepts[4].score	0.5541424751281738
concepts[4].wikidata	https://www.wikidata.org/wiki/Q17018930
concepts[4].display_name	Gravitational lensing formalism
concepts[5].id	https://openalex.org/C38437897
concepts[5].level	5
concepts[5].score	0.5108968615531921
concepts[5].wikidata	https://www.wikidata.org/wiki/Q7624558
concepts[5].display_name	Strong gravitational lensing
concepts[6].id	https://openalex.org/C2780576426
concepts[6].level	4
concepts[6].score	0.4712306261062622
concepts[6].wikidata	https://www.wikidata.org/wiki/Q5757980
concepts[6].display_name	Higher-order statistics
concepts[7].id	https://openalex.org/C33024259
concepts[7].level	3
concepts[7].score	0.44874733686447144
concepts[7].wikidata	https://www.wikidata.org/wiki/Q76250
concepts[7].display_name	Redshift
concepts[8].id	https://openalex.org/C98444146
concepts[8].level	2
concepts[8].score	0.43862950801849365
concepts[8].wikidata	https://www.wikidata.org/wiki/Q318
concepts[8].display_name	Galaxy
concepts[9].id	https://openalex.org/C172790937
concepts[9].level	3
concepts[9].score	0.4329599142074585
concepts[9].wikidata	https://www.wikidata.org/wiki/Q18343
concepts[9].display_name	Dark energy
concepts[10].id	https://openalex.org/C44870925
concepts[10].level	1
concepts[10].score	0.41214656829833984
concepts[10].wikidata	https://www.wikidata.org/wiki/Q37547
concepts[10].display_name	Astrophysics
concepts[11].id	https://openalex.org/C47432892
concepts[11].level	2
concepts[11].score	0.41090357303619385
concepts[11].wikidata	https://www.wikidata.org/wiki/Q831390
concepts[11].display_name	Wavelet
concepts[12].id	https://openalex.org/C105795698
concepts[12].level	1
concepts[12].score	0.39875394105911255
concepts[12].wikidata	https://www.wikidata.org/wiki/Q12483
concepts[12].display_name	Statistics
concepts[13].id	https://openalex.org/C26405456
concepts[13].level	2
concepts[13].score	0.3305959403514862
concepts[13].wikidata	https://www.wikidata.org/wiki/Q338
concepts[13].display_name	Cosmology
concepts[14].id	https://openalex.org/C33923547
concepts[14].level	0
concepts[14].score	0.13278204202651978
concepts[14].wikidata	https://www.wikidata.org/wiki/Q395
concepts[14].display_name	Mathematics
concepts[15].id	https://openalex.org/C41008148
concepts[15].level	0
concepts[15].score	0.112204909324646
concepts[15].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[15].display_name	Computer science
concepts[16].id	https://openalex.org/C154945302
concepts[16].level	1
concepts[16].score	0.11101236939430237
concepts[16].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[16].display_name	Artificial intelligence
concepts[17].id	https://openalex.org/C76155785
concepts[17].level	1
concepts[17].score	0.0
concepts[17].wikidata	https://www.wikidata.org/wiki/Q418
concepts[17].display_name	Telecommunications
concepts[18].id	https://openalex.org/C104267543
concepts[18].level	3
concepts[18].score	0.0
concepts[18].wikidata	https://www.wikidata.org/wiki/Q208163
concepts[18].display_name	Signal processing
concepts[19].id	https://openalex.org/C554190296
concepts[19].level	2
concepts[19].score	0.0
concepts[19].wikidata	https://www.wikidata.org/wiki/Q47528
concepts[19].display_name	Radar
keywords[0].id	https://openalex.org/keywords/weak-gravitational-lensing
keywords[0].score	0.8199766874313354
keywords[0].display_name	Weak gravitational lensing
keywords[1].id	https://openalex.org/keywords/physics
keywords[1].score	0.7914409637451172
keywords[1].display_name	Physics
keywords[2].id	https://openalex.org/keywords/cluster-analysis
keywords[2].score	0.6203051805496216
keywords[2].display_name	Cluster analysis
keywords[3].id	https://openalex.org/keywords/gravitational-lens
keywords[3].score	0.6089617609977722
keywords[3].display_name	Gravitational lens
keywords[4].id	https://openalex.org/keywords/gravitational-lensing-formalism
keywords[4].score	0.5541424751281738
keywords[4].display_name	Gravitational lensing formalism
keywords[5].id	https://openalex.org/keywords/strong-gravitational-lensing
keywords[5].score	0.5108968615531921
keywords[5].display_name	Strong gravitational lensing
keywords[6].id	https://openalex.org/keywords/higher-order-statistics
keywords[6].score	0.4712306261062622
keywords[6].display_name	Higher-order statistics
keywords[7].id	https://openalex.org/keywords/redshift
keywords[7].score	0.44874733686447144
keywords[7].display_name	Redshift
keywords[8].id	https://openalex.org/keywords/galaxy
keywords[8].score	0.43862950801849365
keywords[8].display_name	Galaxy
keywords[9].id	https://openalex.org/keywords/dark-energy
keywords[9].score	0.4329599142074585
keywords[9].display_name	Dark energy
keywords[10].id	https://openalex.org/keywords/astrophysics
keywords[10].score	0.41214656829833984
keywords[10].display_name	Astrophysics
keywords[11].id	https://openalex.org/keywords/wavelet
keywords[11].score	0.41090357303619385
keywords[11].display_name	Wavelet
keywords[12].id	https://openalex.org/keywords/statistics
keywords[12].score	0.39875394105911255
keywords[12].display_name	Statistics
keywords[13].id	https://openalex.org/keywords/cosmology
keywords[13].score	0.3305959403514862
keywords[13].display_name	Cosmology
keywords[14].id	https://openalex.org/keywords/mathematics
keywords[14].score	0.13278204202651978
keywords[14].display_name	Mathematics
keywords[15].id	https://openalex.org/keywords/computer-science
keywords[15].score	0.112204909324646
keywords[15].display_name	Computer science
keywords[16].id	https://openalex.org/keywords/artificial-intelligence
keywords[16].score	0.11101236939430237
keywords[16].display_name	Artificial intelligence
language	en
locations[0].id	pmh:oai:arXiv.org:2307.13860
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S4306400194
locations[0].source.issn
locations[0].source.type	repository
locations[0].source.is_oa	True
locations[0].source.issn_l
locations[0].source.is_core	False
locations[0].source.is_in_doaj	False
locations[0].source.display_name	arXiv (Cornell University)
locations[0].source.host_organization	https://openalex.org/I205783295
locations[0].source.host_organization_name	Cornell University
locations[0].source.host_organization_lineage	https://openalex.org/I205783295
locations[0].license
locations[0].pdf_url	https://arxiv.org/pdf/2307.13860
locations[0].version	submittedVersion
locations[0].raw_type	text
locations[0].license_id
locations[0].is_accepted	False
locations[0].is_published	False
locations[0].raw_source_name
locations[0].landing_page_url	http://arxiv.org/abs/2307.13860
locations[1].id	doi:10.48550/arxiv.2307.13860
locations[1].is_oa	True
locations[1].source.id	https://openalex.org/S4306400194
locations[1].source.issn
locations[1].source.type	repository
locations[1].source.is_oa	True
locations[1].source.issn_l
locations[1].source.is_core	False
locations[1].source.is_in_doaj	False
locations[1].source.display_name	arXiv (Cornell University)
locations[1].source.host_organization	https://openalex.org/I205783295
locations[1].source.host_organization_name	Cornell University
locations[1].source.host_organization_lineage	https://openalex.org/I205783295
locations[1].license
locations[1].pdf_url
locations[1].version
locations[1].raw_type	article
locations[1].license_id
locations[1].is_accepted	False
locations[1].is_published
locations[1].raw_source_name
locations[1].landing_page_url	https://doi.org/10.48550/arxiv.2307.13860
indexed_in	arxiv, datacite
authorships[0].author.id	https://openalex.org/A5010126819
authorships[0].author.orcid	https://orcid.org/0000-0001-6134-8797
authorships[0].author.display_name	M. Gatti
authorships[0].author_position	first
authorships[0].raw_author_name	M Gatti
authorships[0].is_corresponding	False
authorships[1].author.id	https://openalex.org/A5057747291
authorships[1].author.orcid	https://orcid.org/0000-0003-2927-1800
authorships[1].author.display_name	N Jeffrey
authorships[1].author_position	middle
authorships[1].raw_author_name	N Jeffrey
authorships[1].is_corresponding	False
authorships[2].author.id	https://openalex.org/A5084080011
authorships[2].author.orcid	https://orcid.org/0000-0001-6375-0755
authorships[2].author.display_name	L Whiteway
authorships[2].author_position	middle
authorships[2].raw_author_name	L Whiteway
authorships[2].is_corresponding	False
authorships[3].author.id	https://openalex.org/A5085739976
authorships[3].author.orcid	https://orcid.org/0000-0001-9442-2527
authorships[3].author.display_name	Virginia Ajani
authorships[3].author_position	middle
authorships[3].raw_author_name	V Ajani
authorships[3].is_corresponding	False
authorships[4].author.id	https://openalex.org/A5068049945
authorships[4].author.orcid	https://orcid.org/0000-0001-5570-7503
authorships[4].author.display_name	Tomasz Kacprzak
authorships[4].author_position	middle
authorships[4].raw_author_name	T Kacprzak
authorships[4].is_corresponding	False
authorships[5].author.id	https://openalex.org/A5110724669
authorships[5].author.orcid
authorships[5].author.display_name	D. Zürcher
authorships[5].author_position	middle
authorships[5].raw_author_name	D Zürcher
authorships[5].is_corresponding	False
authorships[6].author.id	https://openalex.org/A5044167241
authorships[6].author.orcid	https://orcid.org/0000-0002-7887-0896
authorships[6].author.display_name	C. Chang
authorships[6].author_position	middle
authorships[6].raw_author_name	C Chang
authorships[6].is_corresponding	False
authorships[7].author.id	https://openalex.org/A5025778827
authorships[7].author.orcid	https://orcid.org/0000-0002-8220-3973
authorships[7].author.display_name	Bhuvnesh Jain
authorships[7].author_position	middle
authorships[7].raw_author_name	B Jain
authorships[7].is_corresponding	False
authorships[8].author.id	https://openalex.org/A5073278093
authorships[8].author.orcid	https://orcid.org/0000-0002-4687-4657
authorships[8].author.display_name	J. Blazek
authorships[8].author_position	middle
authorships[8].raw_author_name	J Blazek
authorships[8].is_corresponding	False
authorships[9].author.id	https://openalex.org/A5045826247
authorships[9].author.orcid	https://orcid.org/0000-0001-8356-2014
authorships[9].author.display_name	E. Krause
authorships[9].author_position	middle
authorships[9].raw_author_name	E Krause
authorships[9].is_corresponding	False
authorships[10].author.id	https://openalex.org/A5080646498
authorships[10].author.orcid	https://orcid.org/0000-0001-8505-1269
authorships[10].author.display_name	A. Alarcon
authorships[10].author_position	middle
authorships[10].raw_author_name	A Alarcon
authorships[10].is_corresponding	False
authorships[11].author.id	https://openalex.org/A5031527567
authorships[11].author.orcid	https://orcid.org/0000-0002-6445-0559
authorships[11].author.display_name	A. Amon
authorships[11].author_position	middle
authorships[11].raw_author_name	A Amon
authorships[11].is_corresponding	False
authorships[12].author.id	https://openalex.org/A5108145820
authorships[12].author.orcid
authorships[12].author.display_name	K. Bechtol
authorships[12].author_position	middle
authorships[12].raw_author_name	K Bechtol
authorships[12].is_corresponding	False
authorships[13].author.id	https://openalex.org/A5014816455
authorships[13].author.orcid	https://orcid.org/0000-0001-7774-2246
authorships[13].author.display_name	M. R. Becker
authorships[13].author_position	middle
authorships[13].raw_author_name	M Becker
authorships[13].is_corresponding	False
authorships[14].author.id	https://openalex.org/A5043084346
authorships[14].author.orcid	https://orcid.org/0000-0002-8613-8259
authorships[14].author.display_name	G. M. Bernstein
authorships[14].author_position	middle
authorships[14].raw_author_name	G Bernstein
authorships[14].is_corresponding	False
authorships[15].author.id	https://openalex.org/A5058620976
authorships[15].author.orcid	https://orcid.org/0000-0002-5124-0771
authorships[15].author.display_name	A. Campos
authorships[15].author_position	middle
authorships[15].raw_author_name	A Campos
authorships[15].is_corresponding	False
authorships[16].author.id	https://openalex.org/A5017816536
authorships[16].author.orcid	https://orcid.org/0000-0003-3917-0966
authorships[16].author.display_name	R Chen
authorships[16].author_position	middle
authorships[16].raw_author_name	R Chen
authorships[16].is_corresponding	False
authorships[17].author.id	https://openalex.org/A5077666030
authorships[17].author.orcid	https://orcid.org/0000-0002-5636-233X
authorships[17].author.display_name	A. Choi
authorships[17].author_position	middle
authorships[17].raw_author_name	A Choi
authorships[17].is_corresponding	False
authorships[18].author.id	https://openalex.org/A5020362872
authorships[18].author.orcid	https://orcid.org/0000-0002-4270-9929
authorships[18].author.display_name	C. Davis
authorships[18].author_position	middle
authorships[18].raw_author_name	C Davis
authorships[18].is_corresponding	False
authorships[19].author.id	https://openalex.org/A5108133393
authorships[19].author.orcid
authorships[19].author.display_name	J. DeRose
authorships[19].author_position	middle
authorships[19].raw_author_name	J Derose
authorships[19].is_corresponding	False
authorships[20].author.id	https://openalex.org/A5081920982
authorships[20].author.orcid	https://orcid.org/0000-0002-8357-7467
authorships[20].author.display_name	H. T. Diehl
authorships[20].author_position	middle
authorships[20].raw_author_name	H.T Diehl
authorships[20].is_corresponding	False
authorships[21].author.id	https://openalex.org/A5049493415
authorships[21].author.orcid	https://orcid.org/0000-0002-8446-3859
authorships[21].author.display_name	Scott Dodelson
authorships[21].author_position	middle
authorships[21].raw_author_name	S Dodelson
authorships[21].is_corresponding	False
authorships[22].author.id	https://openalex.org/A5084587123
authorships[22].author.orcid	https://orcid.org/0000-0003-4480-0096
authorships[22].author.display_name	C. Doux
authorships[22].countries	FR
authorships[22].affiliations[0].institution_ids	https://openalex.org/I4210141222
authorships[22].affiliations[0].raw_affiliation_string	LPSC - Laboratoire de Physique Subatomique et de Cosmologie (53 avenue des Martyrs - 38026 Grenoble Cedex - France)
authorships[22].institutions[0].id	https://openalex.org/I4210141222
authorships[22].institutions[0].ror	https://ror.org/03f0apy98
authorships[22].institutions[0].type	facility
authorships[22].institutions[0].lineage	https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I4210095849, https://openalex.org/I4210133362, https://openalex.org/I4210141222, https://openalex.org/I4210148025, https://openalex.org/I899635006, https://openalex.org/I899635006
authorships[22].institutions[0].country_code	FR
authorships[22].institutions[0].display_name	Laboratoire de Physique Subatomique et de Cosmologie
authorships[22].author_position	middle
authorships[22].raw_author_name	C Doux
authorships[22].is_corresponding	False
authorships[22].raw_affiliation_strings	LPSC - Laboratoire de Physique Subatomique et de Cosmologie (53 avenue des Martyrs - 38026 Grenoble Cedex - France)
authorships[23].author.id	https://openalex.org/A5032389327
authorships[23].author.orcid	https://orcid.org/0000-0002-1407-4700
authorships[23].author.display_name	K. Eckert
authorships[23].author_position	middle
authorships[23].raw_author_name	K Eckert
authorships[23].is_corresponding	False
authorships[24].author.id	https://openalex.org/A5051840416
authorships[24].author.orcid	https://orcid.org/0000-0001-5148-9203
authorships[24].author.display_name	J. Elvin-Poole
authorships[24].author_position	middle
authorships[24].raw_author_name	J Elvin-Poole
authorships[24].is_corresponding	False
authorships[25].author.id	https://openalex.org/A5005790069
authorships[25].author.orcid	https://orcid.org/0000-0002-3745-2882
authorships[25].author.display_name	S. Everett
authorships[25].author_position	middle
authorships[25].raw_author_name	S Everett
authorships[25].is_corresponding	False
authorships[26].author.id	https://openalex.org/A5071565194
authorships[26].author.orcid	https://orcid.org/0000-0003-3065-9941
authorships[26].author.display_name	A. Ferté
authorships[26].author_position	middle
authorships[26].raw_author_name	A Ferte
authorships[26].is_corresponding	False
authorships[27].author.id	https://openalex.org/A5022353207
authorships[27].author.orcid	https://orcid.org/0000-0003-3270-7644
authorships[27].author.display_name	D. Gruen
authorships[27].author_position	middle
authorships[27].raw_author_name	D Gruen
authorships[27].is_corresponding	False
authorships[28].author.id	https://openalex.org/A5068870030
authorships[28].author.orcid	https://orcid.org/0000-0002-4588-6517
authorships[28].author.display_name	R. A. Gruendl
authorships[28].author_position	middle
authorships[28].raw_author_name	R Gruendl
authorships[28].is_corresponding	False
authorships[29].author.id	https://openalex.org/A5010653750
authorships[29].author.orcid	https://orcid.org/0000-0002-4437-0770
authorships[29].author.display_name	I. Harrison
authorships[29].author_position	middle
authorships[29].raw_author_name	I Harrison
authorships[29].is_corresponding	False
authorships[30].author.id	https://openalex.org/A5061458577
authorships[30].author.orcid
authorships[30].author.display_name	W G Hartley
authorships[30].author_position	middle
authorships[30].raw_author_name	W.G Hartley
authorships[30].is_corresponding	False
authorships[31].author.id	https://openalex.org/A5076627639
authorships[31].author.orcid	https://orcid.org/0000-0001-6718-2978
authorships[31].author.display_name	K. Herner
authorships[31].author_position	middle
authorships[31].raw_author_name	K Herner
authorships[31].is_corresponding	False
authorships[32].author.id	https://openalex.org/A5033796141
authorships[32].author.orcid	https://orcid.org/0000-0002-9378-3424
authorships[32].author.display_name	Eric Huff
authorships[32].author_position	middle
authorships[32].raw_author_name	E.M Huff
authorships[32].is_corresponding	False
authorships[33].author.id	https://openalex.org/A5072520692
authorships[33].author.orcid	https://orcid.org/0000-0002-4179-5175
authorships[33].author.display_name	Mike Jarvis
authorships[33].author_position	middle
authorships[33].raw_author_name	M Jarvis
authorships[33].is_corresponding	False
authorships[34].author.id	https://openalex.org/A5069677931
authorships[34].author.orcid	https://orcid.org/0000-0003-2511-0946
authorships[34].author.display_name	N. Kuropatkin
authorships[34].author_position	middle
authorships[34].raw_author_name	N Kuropatkin
authorships[34].is_corresponding	False
authorships[35].author.id	https://openalex.org/A5050820215
authorships[35].author.orcid
authorships[35].author.display_name	P. F. Leget
authorships[35].author_position	middle
authorships[35].raw_author_name	P.F Leget
authorships[35].is_corresponding	False
authorships[36].author.id	https://openalex.org/A5041176845
authorships[36].author.orcid	https://orcid.org/0000-0002-8998-3909
authorships[36].author.display_name	N. MacCrann
authorships[36].author_position	middle
authorships[36].raw_author_name	N Maccrann
authorships[36].is_corresponding	False
authorships[37].author.id	https://openalex.org/A5053131510
authorships[37].author.orcid	https://orcid.org/0000-0002-4475-3456
authorships[37].author.display_name	J. McCullough
authorships[37].author_position	middle
authorships[37].raw_author_name	J Mccullough
authorships[37].is_corresponding	False
authorships[38].author.id	https://openalex.org/A5006763412
authorships[38].author.orcid	https://orcid.org/0000-0001-6145-5859
authorships[38].author.display_name	J. Myles
authorships[38].author_position	middle
authorships[38].raw_author_name	J Myles
authorships[38].is_corresponding	False
authorships[39].author.id	https://openalex.org/A5033530928
authorships[39].author.orcid	https://orcid.org/0000-0002-3173-2592
authorships[39].author.display_name	A Navarro-Alsina
authorships[39].author_position	middle
authorships[39].raw_author_name	A Navarro-Alsina
authorships[39].is_corresponding	False
authorships[40].author.id	https://openalex.org/A5076744748
authorships[40].author.orcid	https://orcid.org/0000-0001-5780-637X
authorships[40].author.display_name	Shivam Pandey
authorships[40].author_position	middle
authorships[40].raw_author_name	S Pandey
authorships[40].is_corresponding	False
authorships[41].author.id	https://openalex.org/A5031253311
authorships[41].author.orcid	https://orcid.org/0000-0002-5933-5150
authorships[41].author.display_name	J. Prat
authorships[41].author_position	middle
authorships[41].raw_author_name	J Prat
authorships[41].is_corresponding	False
authorships[42].author.id	https://openalex.org/A5064772769
authorships[42].author.orcid	https://orcid.org/0000-0002-7354-3802
authorships[42].author.display_name	Marco Raveri
authorships[42].author_position	middle
authorships[42].raw_author_name	M Raveri
authorships[42].is_corresponding	False
authorships[43].author.id	https://openalex.org/A5081789952
authorships[43].author.orcid	https://orcid.org/0000-0003-1291-1023
authorships[43].author.display_name	R. P. Rollins
authorships[43].author_position	middle
authorships[43].raw_author_name	R.P Rollins
authorships[43].is_corresponding	False
authorships[44].author.id	https://openalex.org/A5001496087
authorships[44].author.orcid	https://orcid.org/0000-0001-5326-3486
authorships[44].author.display_name	A. Roodman
authorships[44].author_position	middle
authorships[44].raw_author_name	A Roodman
authorships[44].is_corresponding	False
authorships[45].author.id	https://openalex.org/A5075443634
authorships[45].author.orcid	https://orcid.org/0000-0002-2744-4934
authorships[45].author.display_name	C. Sánchez
authorships[45].author_position	middle
authorships[45].raw_author_name	C Sanchez
authorships[45].is_corresponding	False
authorships[46].author.id	https://openalex.org/A5068715724
authorships[46].author.orcid
authorships[46].author.display_name	L. F. Secco
authorships[46].author_position	middle
authorships[46].raw_author_name	L.F Secco
authorships[46].is_corresponding	False
authorships[47].author.id	https://openalex.org/A5086456351
authorships[47].author.orcid	https://orcid.org/0000-0002-1831-1953
authorships[47].author.display_name	I. Sevilla-Noarbe
authorships[47].author_position	middle
authorships[47].raw_author_name	I Sevilla-Noarbe
authorships[47].is_corresponding	False
authorships[48].author.id	https://openalex.org/A5031486005
authorships[48].author.orcid	https://orcid.org/0000-0001-9194-0441
authorships[48].author.display_name	E. Sheldon
authorships[48].author_position	middle
authorships[48].raw_author_name	E Sheldon
authorships[48].is_corresponding	False
authorships[49].author.id	https://openalex.org/A5051220859
authorships[49].author.orcid	https://orcid.org/0000-0002-6389-5409
authorships[49].author.display_name	T. Shin
authorships[49].author_position	middle
authorships[49].raw_author_name	T Shin
authorships[49].is_corresponding	False
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://arxiv.org/pdf/2307.13860
open_access.oa_status	green
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Detection of the significant impact of source clustering on higher-order statistics with DES Year 3 weak gravitational lensing data
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T06:51:31.235846
primary_topic.id	https://openalex.org/T10026
primary_topic.field.id	https://openalex.org/fields/31
primary_topic.field.display_name	Physics and Astronomy
primary_topic.score	0.9929999709129333
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/3103
primary_topic.subfield.display_name	Astronomy and Astrophysics
primary_topic.display_name	Galaxies: Formation, Evolution, Phenomena
related_works	https://openalex.org/W1616562941, https://openalex.org/W2950286905, https://openalex.org/W2141449818, https://openalex.org/W2155623914, https://openalex.org/W2724941348, https://openalex.org/W1665335327, https://openalex.org/W2115735528, https://openalex.org/W2505048119, https://openalex.org/W3124711456, https://openalex.org/W2144596819
cited_by_count	2
counts_by_year[0].year	2023
counts_by_year[0].cited_by_count	2
locations_count	2
best_oa_location.id	pmh:oai:arXiv.org:2307.13860
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S4306400194
best_oa_location.source.issn
best_oa_location.source.type	repository
best_oa_location.source.is_oa	True
best_oa_location.source.issn_l
best_oa_location.source.is_core	False
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	arXiv (Cornell University)
best_oa_location.source.host_organization	https://openalex.org/I205783295
best_oa_location.source.host_organization_name	Cornell University
best_oa_location.source.host_organization_lineage	https://openalex.org/I205783295
best_oa_location.license
best_oa_location.pdf_url	https://arxiv.org/pdf/2307.13860
best_oa_location.version	submittedVersion
best_oa_location.raw_type	text
best_oa_location.license_id
best_oa_location.is_accepted	False
best_oa_location.is_published	False
best_oa_location.raw_source_name
best_oa_location.landing_page_url	http://arxiv.org/abs/2307.13860
primary_location.id	pmh:oai:arXiv.org:2307.13860
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S4306400194
primary_location.source.issn
primary_location.source.type	repository
primary_location.source.is_oa	True
primary_location.source.issn_l
primary_location.source.is_core	False
primary_location.source.is_in_doaj	False
primary_location.source.display_name	arXiv (Cornell University)
primary_location.source.host_organization	https://openalex.org/I205783295
primary_location.source.host_organization_name	Cornell University
primary_location.source.host_organization_lineage	https://openalex.org/I205783295
primary_location.license
primary_location.pdf_url	https://arxiv.org/pdf/2307.13860
primary_location.version	submittedVersion
primary_location.raw_type	text
primary_location.license_id
primary_location.is_accepted	False
primary_location.is_published	False
primary_location.raw_source_name
primary_location.landing_page_url	http://arxiv.org/abs/2307.13860
publication_date	2023-07-25
publication_year	2023
referenced_works_count	0
abstract_inverted_index.3	106
abstract_inverted_index.a	117
abstract_inverted_index.By	19
abstract_inverted_index.We	0, 77, 159, 223
abstract_inverted_index.Y3	168
abstract_inverted_index.at	57, 74
abstract_inverted_index.be	144, 146
abstract_inverted_index.do	29
abstract_inverted_index.in	148, 165
abstract_inverted_index.of	6, 14, 66, 119, 137, 219, 231
abstract_inverted_index.on	10, 81, 140
abstract_inverted_index.or	28, 151, 214
abstract_inverted_index.to	64, 178, 184, 227, 235
abstract_inverted_index.we	36, 108
abstract_inverted_index.DES	167
abstract_inverted_index.The	135
abstract_inverted_index.and	2, 60, 68, 72, 90, 127, 174, 208, 211, 234
abstract_inverted_index.are	55, 94
abstract_inverted_index.can	40, 143, 189
abstract_inverted_index.for	44, 48, 61, 112, 186
abstract_inverted_index.low	67
abstract_inverted_index.map	125, 172
abstract_inverted_index.not	30
abstract_inverted_index.the	4, 32, 79, 113, 149, 162, 229
abstract_inverted_index.(2.6	121
abstract_inverted_index.(6.5	129
abstract_inverted_index.Dark	102
abstract_inverted_index.Year	105
abstract_inverted_index.both	226
abstract_inverted_index.data	22, 107
abstract_inverted_index.deep	212
abstract_inverted_index.e.g.	199
abstract_inverted_index.from	194
abstract_inverted_index.high	69, 75
abstract_inverted_index.into	240
abstract_inverted_index.mock	242
abstract_inverted_index.more	95
abstract_inverted_index.null	110
abstract_inverted_index.peak	98
abstract_inverted_index.show	37
abstract_inverted_index.than	97
abstract_inverted_index.that	25, 87, 161
abstract_inverted_index.this	38, 180
abstract_inverted_index.weak	15, 83, 220
abstract_inverted_index.were	176
abstract_inverted_index.with	23
abstract_inverted_index.$σ$)	122, 130
abstract_inverted_index.(e.g.	156
abstract_inverted_index.Using	101
abstract_inverted_index.case,	115
abstract_inverted_index.count	99
abstract_inverted_index.data.	18, 243
abstract_inverted_index.field	215
abstract_inverted_index.level	216
abstract_inverted_index.maps.	222
abstract_inverted_index.model	150
abstract_inverted_index.phase	92, 133, 206
abstract_inverted_index.scale	157
abstract_inverted_index.small	58
abstract_inverted_index.tests	111
abstract_inverted_index.third	88
abstract_inverted_index.trace	27, 31
abstract_inverted_index.using	123, 131
abstract_inverted_index.(using	171
abstract_inverted_index.Energy	103
abstract_inverted_index.Source	52
abstract_inverted_index.Survey	104
abstract_inverted_index.common	45
abstract_inverted_index.cuts).	158
abstract_inverted_index.effect	39, 181
abstract_inverted_index.either	26, 145
abstract_inverted_index.exceed	41
abstract_inverted_index.field,	35
abstract_inverted_index.galaxy	8
abstract_inverted_index.impact	5, 80, 136, 191, 230
abstract_inverted_index.larger	56
abstract_inverted_index.peaks)	175
abstract_inverted_index.render	179
abstract_inverted_index.scales	59
abstract_inverted_index.source	7, 138, 187, 232, 237
abstract_inverted_index.verify	160
abstract_inverted_index.Failing	183
abstract_inverted_index.N-point	201
abstract_inverted_index.account	185
abstract_inverted_index.adopted	164
abstract_inverted_index.applied	63
abstract_inverted_index.certain	49
abstract_inverted_index.density	34
abstract_inverted_index.effects	54, 239
abstract_inverted_index.finding	86, 116
abstract_inverted_index.lensing	17, 84, 197, 221
abstract_inverted_index.measure	3
abstract_inverted_index.moments	89, 126, 173
abstract_inverted_index.provide	224
abstract_inverted_index.recipes	225
abstract_inverted_index.summary	12, 217
abstract_inverted_index.through	153
abstract_inverted_index.wavelet	91, 132
abstract_inverted_index.affected	96
abstract_inverted_index.analyses	170
abstract_inverted_index.analysis	50
abstract_inverted_index.choices.	51
abstract_inverted_index.diminish	73
abstract_inverted_index.evaluate	78
abstract_inverted_index.existing	166
abstract_inverted_index.galaxies	24
abstract_inverted_index.included	147
abstract_inverted_index.learning	213
abstract_inverted_index.minimise	228
abstract_inverted_index.redshift	70
abstract_inverted_index.samples,	71
abstract_inverted_index.$p$-value	118
abstract_inverted_index.comparing	20
abstract_inverted_index.construct	109
abstract_inverted_index.different	82
abstract_inverted_index.harmonics	93, 207
abstract_inverted_index.inference	142, 193
abstract_inverted_index.minimized	152
abstract_inverted_index.redshift.	76
abstract_inverted_index.simulated	21
abstract_inverted_index.(including	205
abstract_inverted_index.clustering	9, 53, 139, 188, 233, 238
abstract_inverted_index.functions,	202
abstract_inverted_index.harmonics.	134
abstract_inverted_index.procedures	155, 163
abstract_inverted_index.scattering	209
abstract_inverted_index.statistics	13, 47, 62, 218
abstract_inverted_index.sufficient	177
abstract_inverted_index.underlying	33
abstract_inverted_index.demonstrate	1
abstract_inverted_index.incorporate	236
abstract_inverted_index.measurement	42
abstract_inverted_index.negligible.	182
abstract_inverted_index.observables	204
abstract_inverted_index.statistics,	198
abstract_inverted_index.statistics.	100
abstract_inverted_index.third-order	124
abstract_inverted_index.combinations	65
abstract_inverted_index.cosmological	141, 169, 192
abstract_inverted_index.higher-order	11, 46, 195, 200
abstract_inverted_index.observables,	85
abstract_inverted_index.transforms),	210
abstract_inverted_index.gravitational	16, 196
abstract_inverted_index.significantly	190
abstract_inverted_index.uncertainties	43
abstract_inverted_index.wavelet-moment	203
abstract_inverted_index.\textit{ad-hoc}	154
abstract_inverted_index.forward-modelled	241
abstract_inverted_index.$p=4\times10^{-3}$	120
abstract_inverted_index.$p=3\times10^{-11}$	128
abstract_inverted_index.source-clustering-free	114
cited_by_percentile_year
countries_distinct_count	1
institutions_distinct_count	101
sustainable_development_goals[0].id	https://metadata.un.org/sdg/7
sustainable_development_goals[0].score	0.5099999904632568
sustainable_development_goals[0].display_name	Affordable and clean energy
citation_normalized_percentile