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The weak lensing radial acceleration relation

dc.contributor.authorBrouwer, Margot M.en
dc.contributor.authorOman, Kyle A.en
dc.contributor.authorValentijn, Edwin A.en
dc.contributor.authorBilicki, Maciejen
dc.contributor.authorHeymans, Catherineen
dc.contributor.authorHoekstra, Henken
dc.contributor.authorNapolitano, Nicola R.en
dc.contributor.authorRoy, Nivyaen
dc.contributor.authorTortora, Crescenzoen
dc.contributor.authorWright, Angus H.en
dc.contributor.authorAsgari, Marikaen
dc.contributor.authorVan Den Busch, Jan Lucaen
dc.contributor.authorDvornik, Andrejen
dc.contributor.authorErben, Thomasen
dc.contributor.authorGiblin, Benjaminen
dc.contributor.authorGraham, Alister W.en
dc.contributor.authorHildebrandt, Hendriken
dc.contributor.authorHopkins, Andrew M.en
dc.contributor.authorKannawadi, Arunen
dc.contributor.authorKuijken, Konraden
dc.contributor.authorLiske, Jochenen
dc.contributor.authorShan, Huanyuanen
dc.contributor.authorTröster, Tilmanen
dc.contributor.authorVerlinde, Eriken
dc.contributor.authorVisser, Manusen
dc.date.accessioned2025-03-23T21:26:46Z
dc.date.available2025-03-23T21:26:46Z
dc.date.issued2021-06-01en
dc.description.abstractWe present measurements of the radial gravitational acceleration around isolated galaxies, comparing the expected gravitational acceleration given the baryonic matter (gbar) with the observed gravitational acceleration (gobs), using weak lensing measurements from the fourth data release of the Kilo-Degree Survey (KiDS-1000). These measurements extend the radial acceleration relation (RAR), traditionally measured using galaxy rotation curves, by 2 decades in gobs into the low-acceleration regime beyond the outskirts of the observable galaxy. We compare our RAR measurements to the predictions of two modified gravity (MG) theories: modified Newtonian dynamics and Verlinde's emergent gravity (EG). We find that the measured relation between gobs and gbar agrees well with the MG predictions. In addition, we find a difference of at least 6σ between the RARs of early- and late-type galaxies (split by Sérsic index and u - r colour) with the same stellar mass. Current MG theories involve a gravity modification that is independent of other galaxy properties, which would be unable to explain this behaviour, although the EG theory is still limited to spherically symmetric static mass models. The difference might be explained if only the early-type galaxies have significant (Mgas  ≈  M⋆ ) circumgalactic gaseous haloes. The observed behaviour is also expected in Λ-cold dark matter (ΛCDM) models where the galaxy-to-halo mass relation depends on the galaxy formation history. We find that MICE, a ΛCDM simulation with hybrid halo occupation distribution modelling and abundance matching, reproduces the observed RAR but significantly differs from BAHAMAS, a hydrodynamical cosmological galaxy formation simulation. Our results are sensitive to the amount of circumgalactic gas; current observational constraints indicate that the resulting corrections are likely moderate. Measurements of the lensing RAR with future cosmological surveys (such as Euclid) will be able to further distinguish between MG and ΛCDM models if systematic uncertainties in the baryonic mass distribution around galaxies are reduced.en
dc.description.sponsorshipAcknowledgements. Based on observations made with ESO Telescopes at the La Silla Paranal Observatory under programme IDs 177.A-3016, 177.A-3017, 177.A-3018 and 179.A-2004, and on data products produced by the KiDS consortium. The KiDS production team acknowledges support from: Deutsche Forschungsgemeinschaft, ERC, NOVA and NWO-M grants; Target; the University of Padova, and the University Federico II (Naples). GAMA is a joint European-Australasian project based around a spectroscopic campaign using the Anglo-Australian Telescope. The GAMA input catalogue is based on data taken from the Sloan Digital Sky Survey and the UKIRT Infrared Deep Sky Survey. Complementary imaging of the GAMA regions is being obtained by a number of independent survey programs including GALEX MIS, VST KiDS, VISTA VIKING, WISE, Herschel-ATLAS, GMRT and ASKAP providing UV to radio coverage. GAMA is funded by the STFC (UK), the ARC (Australia), the AAO, and the participating institutions. The GAMA website is www.gama-survey.org. We are indebted to Ian McCarthy, who provided the BAHAMAS data products used in our analysis. Bob Sanders provided us useful comments about the relation between MOND and the M16 fitting function, and about the deflection of photons in MOND. We would also like to thank Federico Lelli, who provided the idea for the lensing rotation curves shown in Fig. 3. Finally, we would like to thank the anonymous referee for insightful questions and useful comments, which helped to increase the value of this work. This work has made use of CosmoHub (Carretero et al. 2017; Tallada et al. 2020). Cosmo-Hub has been developed by the Port d\u2019Informaci\u00F3n Cient\u00EDfica (PIC), maintained through a collaboration of the Institut de F\u00EDsica d\u2019Altes Energies (IFAE) and the Centro de Investigaciones Energ\u00E9ticas, Medioambientales y Tecnol\u00F3gicas (CIEMAT), and was partially funded by the \u201CPlan Estatal de Investigaci\u00F3n Cien-t\u00EDfica y T\u00E9cnica y de Innovaci\u00F3n\u201D program of the Spanish government. KAO acknowledges support by the Netherlands Foundation for Scientific Research (NWO) through VICI grant 016.130.338 to M. Verheijen, and support from the European Research Council (ERC) through Advanced Investigator grant to C.S. Frenk, DMIDAS (GA 7786910). MBi is supported by the Polish National Science Center through grants no. 2020/38/E/ST9/00395, 2018/30/E/ST9/00698 and 2018/31/G/ST9/03388, and by the Polish Ministry of Science and Higher Education through grant DIR/WK/2018/12. CH acknowledges support from the European Research Council under grant number 647112, and support from the Max Planck Society and the Alexander von Humboldt Foundation in the framework of the Max Planck-Humboldt Research Award endowed by the Federal Ministry of Education and Research. HHo acknowledges support from Vici grant 639.043.512, financed by the Netherlands Organisation for Scientific Research (NWO). AHW is supported by an European Research Council Consolidator Grant (No. 770935). MA acknowledges support from the European Research Council under grant number 647112. AD acknowledges the ERC Consolidator Grant (No. 770935). BG acknowledges support from the European Research Council under grant number 647112 and from the Royal Society through an Enhancement Award (RGF/EA/181006). HHi is supported by a Heisenberg grant of the Deutsche Forschungsgemeinschaft (Hi 1495/5-1) as well as an ERC Consolidator Grant (No. 770935). KK acknowledges support from the Royal Society and Imperial College. HYS acknowledges the support from NSFC of China under grant 11973070, the Shanghai Committee of Science and Technology grant (No. 19ZR1466600) and Key Research Program of Frontier Sciences, CAS (No. ZDBS-LY-7013). TT acknowledges support from the European Research Council under grant number 647112, as well as funding from the European Union\u2019s Horizon 2020 research and innovation programme under the Marie Sk\u0142odowska-Curie grant agreement (No. 797794). JLvdB is supported by an ERC Consolidator Grant (No. 770935). The work of MV is funded by the canton of Geneva and the Swiss National Science Foundation, through Project Grants 200020 182513 and NCCR 51NF40-141869 (SwissMAP). This work is partly based on tools and data products produced by GAZPAR operated by CeSAM-LAM and IAP. Computations for the N-body simulations were performed in part on the Orcinus supercomputer at the WestGrid HPC consortium (www.westgrid.ca), in part on the GPC supercomputer at the SciNet HPC Consortium. SciNet is funded by: the Canada Foundation for Innovation under the auspices of Compute Canada; the Government of Ontario; Ontario Research Fund \u2013 Research Excellence; and the University of Toronto. We are grateful to https://math.stackexchange.com user Paul Enta for providing an expression for one of the integrals needed in Appendix B. This work has made use of python (www.python.org), including the packages numpy (www.numpy.org) and scipy (www.scipy.org). Plots have been produced with matplotlib (Hunter 2007). Author contributions: All authors contributed to the development and writing of this paper. The authorship list is given in three groups: the lead authors (M. Brouwer, K. Oman, E. Valentijn), followed by two alphabetical groups. The first alphabetical group includes those who are key contributors to both the scientific analysis and the data products. The second group covers those who have either made a significant contribution to the data products, or to the scientific analysis.en
dc.description.statustrueen
dc.identifier.otherScopus:85108598125en
dc.identifier.urihttps://dspace-test.anu.edu.au/handle/1885/733732846
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85108598125&partnerID=8YFLogxKen
dc.language.isoEnglishen
dc.rightsPublisher Copyright: © M. M. Brouwer et al. 2021.en
dc.sourceAstronomy and Astrophysicsen
dc.subjectCosmology: theoryen
dc.subjectDark matteren
dc.subjectGalaxies: halosen
dc.subjectGravitational lensing: weaken
dc.subjectMethods: statisticalen
dc.subjectSurveysen
dc.titleThe weak lensing radial acceleration relationen
dc.typeArticleen
local.contributor.affiliationBrouwer, Margot M.; University of Groningenen
local.contributor.affiliationOman, Kyle A.; University of Groningenen
local.contributor.affiliationValentijn, Edwin A.; University of Groningenen
local.contributor.affiliationBilicki, Maciej; Center for Theoretical Physics of the Polish Academy of Sciencesen
local.contributor.affiliationHeymans, Catherine; University of Edinburghen
local.contributor.affiliationHoekstra, Henk; Leiden Universityen
local.contributor.affiliationNapolitano, Nicola R.; Sun Yat-Sen Universityen
local.contributor.affiliationRoy, Nivya; Sun Yat-Sen Universityen
local.contributor.affiliationTortora, Crescenzo; Osservatorio Astronomico di Capodimonteen
local.contributor.affiliationWright, Angus H.; Ruhr University Bochumen
local.contributor.affiliationAsgari, Marika; University of Edinburghen
local.contributor.affiliationVan Den Busch, Jan Luca; Ruhr University Bochumen
local.contributor.affiliationDvornik, Andrej; Ruhr University Bochumen
local.contributor.affiliationErben, Thomas; University of Bonnen
local.contributor.affiliationGiblin, Benjamin; University of Edinburghen
local.contributor.affiliationGraham, Alister W.; Swinburne University of Technologyen
local.contributor.affiliationHildebrandt, Hendrik; Ruhr University Bochumen
local.contributor.affiliationHopkins, Andrew M.; Macquarie Universityen
local.contributor.affiliationKannawadi, Arun; Princeton Universityen
local.contributor.affiliationKuijken, Konrad; Leiden Universityen
local.contributor.affiliationLiske, Jochen; University of Hamburgen
local.contributor.affiliationShan, Huanyuan; CAS - Shanghai Astronomical Observatoryen
local.contributor.affiliationTröster, Tilman; University of Edinburghen
local.contributor.affiliationVerlinde, Erik; University of Amsterdamen
local.contributor.affiliationVisser, Manus; University of Genevaen
local.identifier.citationvolume650en
local.identifier.doi10.1051/0004-6361/202040108en
local.identifier.pure727b7cc3-4ba3-4967-9913-9a96d977f543en
local.type.statusPublisheden

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