Abstract
A vivid scientific debate exists on the nature of the Atlantic Multidecadal Variability (AMV) as an intrinsic rather than predominantly forced climatic phenomenon, and on the role of ocean circulation. Here, we use a multi-millennial unperturbed control simulation and a Holocene simulation with slow-varying greenhouse gas and orbital forcing performed with the low-resolution version of the Max Planck Institute Earth System Model to illustrate thermohaline conditions associated with twelve events of strong AMV that are comparable, in the surface anomalies, to observations in their amplitudes (~ 0.3 °C) and periods (~ 80 years). The events are associated with recurrent yet spatially diverse same-sign anomalous sea-surface temperature and salinity fields that are substantially symmetric in the warm-to-cold and following cold-to-warm transitions and only partly superpose with the long-term spatial AMV pattern. Subpolar cold-fresh anomalies develop in the deep layers during the peak cold phase of strong AMV events, often in association with subtropical warm-salty anomalies yielding a meridional dipole pattern. The Atlantic meridional overturning circulation (AMOC) robustly weakens during the warm-to-cold transition of a strong AMV event and recovers thereafter, with surface salinity anomalies being potential precursors of such overturning changes. A Holocene simulation with the same model including volcanic forcing can disrupt the intrinsic AMV–AMOC connection as post-eruption periods often feature an AMOC strengthening forced by the volcanically induced surface cooling. Overall, our results support the AMV as a potential intrinsic feature of climate, whose episodic strong anomalous events can display different shades of spatial patterns and timings for the warm-to-cold and subsequent cold-to-warm transitions. Attribution of historical AMV fluctuations thus requires full consideration of the associated surface and subsurface thermohaline conditions and assessing the AMOC–AMV relation.
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References
Arzel O, Huck T, de Verdière AC (2018) The internal generation of the atlantic ocean interdecadal variability. J Clim 31:6411–6432
Bader J, Jungclaus J, Krivova N, Lorenz S, Maycock A, Raddatz T, Schmidt H, Toohey M, Wu C-J, Claussen M (2020) Global temperature modes shed light on the Holocene temperature conundrum. Nat Commun 11:4726. https://doi.org/10.1038/s41467-020-18478-6
Bellomo K, Murphy LN, Cane MA, Clement AC, Polvani LM (2018) Historical forcings as main drivers of the Atlantic multidecadal variability in the CESM large ensemble. Clim Dyn 50(9–10):3687–3698. https://doi.org/10.1007/s00382-017-3834-3
Bellucci A, Mariotti A, Gualdi S (2017) The role of forcings in the twentieth-century North Atlantic multidecadal variability: the 1940–75 North Atlantic cooling case study. J Clim 30(18):7317–7337. https://doi.org/10.1175/JCLI-D-16-0301.1
Birkel SD, Mayewski PA, Maasch KA, Kurbatov AV, Lyon B (2018) Evidence for a volcanic underpinning of the Atlantic multidecadal oscillation. NPJ Clim Atmos Sci 1(1):1–7
Boer GJ, Smith DM, Cassou C, Doblas-Reyes F, Danabasoglu G, Kirtman B, Kushnir Y, Kimoto M, Meehl GA, Msadek R, Mueller WA, Taylor KE, Zwiers F, Rixen M, Ruprich-Robert Y, Eade R (2016) The Decadal Climate Prediction Project (DCPP) contribution to CMIP6. Geosci Model Dev 9:3751–3777. https://doi.org/10.5194/gmd-9-3751-2016
Booth BBB, Dunstone NJ, Halloran PR, Andrews T, Bellouin N (2012) Aerosols implicated as a prime driver of twentieth-century North Atlantic climate variability. Nature. https://doi.org/10.1038/nature10946
Clement A, Bellomo K, Murphy LN, Cane MA, Mauritsen T, Rädel G, Stevens B (2015) The Atlantic Multidecadal Oscillation without a role for ocean circulation. Science 350(6258):320–324. https://doi.org/10.1126/science.aab3980
Clement A, Bellomo K, Murphy LN, Cane MA, Mauritsen T, Stevens B (2016) Response to comment on “The Atlantic Multidecadal Oscillation without a role for ocean circulation.” Science 352(6293):1527. https://doi.org/10.1126/science.aaf2575
Dallmeyer A, Claussen M, Lorenz S, Sigl M, Toohey M, Herzshuh U (2021) Holocene vegetation transitions and their climatic drivers in MPI-ESM1.2. Clim past 17:2481–2513. https://doi.org/10.5194/cp-17-2481-2021
Dawdy DR, Matalas NC (1964) Statistical and probability analysis of hydrologic data, part III: Analysis of variance, covariance and time series. In: Chow VT (ed) Handbook of applied hydrology, a compendium of water-resources technology. McGraw-Hill Book Company, New York, p 8.68-8.90
Delworth TL, Mann ME (2000) Observed and simulated multidecadal variability in the Northern Hemisphere. Clim Dyn 16:661–676. https://doi.org/10.1007/s003820000075
Delworth TL, Zeng F (2016) The impact of the north Atlantic oscillation on climate through its influence on the Atlantic meridional overturning circulation. J Clim 29:941–962. https://doi.org/10.1175/JCLI-D-15-0396.1
Delworth TL et al (2016) The North Atlantic Oscillation as a driver of rapid climate change in the Northern hemisphere. Nat Geosci 9:509
Dima M, Lohmann G (2007) A hemispheric mechanism for the Atlantic Multidecadal Oscillation. J Clim 20:2706–2719. https://doi.org/10.1175/JCLI4174.1
Enfield DB, Mestas-Nunez AM, Trimble PJ (2001) The Atlantic multidecadal oscillation and its relationship to rainfall and river flows in the continental U.S. Geophys Res Lett 28:2077–2080
Fang SW, Khodri M, Timmreck C, Zanchettin D, Jungclaus JH (2021) Disentangling internal and external contributions to Atlantic multidecadal variability over the past millennium. Geophys Res Lett 48(23):e2021GL095990
Frajka-Williams E, Beaulieu C, Duchez A (2017) Emerging negative Atlantic Multidecadal Oscillation index in spite of warm subtropics. Sci Rep 7:11224
Gastineau G, Mignot J, Arzel O, Huck T (2018) North Atlantic Ocean internal decadal variability: role of the mean state and ocean-atmosphere coupling. J Geophys Res Oceans 123:5949–5970
Giorgetta MA, Jungclaus J, Reick CH, Legutke S, Bader J, Böttinger M, Brovkin V, Crueger T, Esch M, Fieg K, Glushak K, Gayler V, Haak H, Hollweg H, Ilyina T, Kinne S, Kornblueh L, Matei D, Mauritsen T, Mikolajewicz U, Mueller W, Notz D, Pithan F, Raddatz T, Rast S, Redler R, Roeckner E, Schmidt H, Schnur R, Segschneider J, Six KD, Stockhause M, Timmreck C, Wegner J, Widmann H, Wieners K, Claussen M, Marotzke J, Stevens B (2013) Climate and carbon cycle changes from 1850 to 2100 in MPI-ESM simulations for the Coupled Model Intercomparison Project phase 5. J Adv Model Earth Syst 5:572–597
Gray ST, Graumlich LJ, Betancourt JL, Pederson GT (2004) A treering based reconstruction of the Atlantic multidecadal oscillation since 1567 AD. Geophys Res Lett 31:L12205
Grinsted A, Moore JC, Jevrejeva S (2004) Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Process Geophys 11:561–566
Hand R, Bader J, Matei D, Ghosh R, Jungclaus JH (2020) Changes of decadal SST variations in the subpolar North Atlantic under strong CO2 forcing as an indicator for the ocean circulation’s contribution to Atlantic Multidecadal Variability. J Clim 33:3213–3228
Hodson DLR et al (2022) Coupled climate response to Atlantic Multidecadal Variability in a multi-model multi-resolution ensemble. Clim Dyn 59:805–836
Ilyina T, Six KD, Segschneider J, Maier-Reimer E, Li H, Nunez-Riboni I (2013) Global ocean biogeochemistry model HAMOCC: model architecture and performance as component of the MPI-Earth system model in different CMIP5 experimental realizations. J Adv Model Earth Sys 5:287–315. https://doi.org/10.1029/2012MS000178
Jiang W, Gastineau G, Codron F (2021) Multicentennial variability driven by salinity exchanges between the Atlantic and the Arctic Ocean in a coupled climate model. J Adv Model Earth Syst 13:e2020M002366
Jungclaus JH, Haak H, Latif M, Mikolajewicz U (2005) Arctic–North Atlantic interactions and multidecadal variability of the meridional overturning circulation. J Clim 18:4013–4031. https://doi.org/10.1175/JCLI3462.1
Jungclaus JH, Fischer N, Haak H, Lohmann K, Marotzke J, Matei D, Mikolajewicz U, Notz D, von Storch JS (2013) Characteristics of the ocean simulations in the Max Planck Institute Ocean Model (MPIOM) the ocean component of the MPI-Earth system model. J Adv Model Earth Syst 5:422–446. https://doi.org/10.1002/jame.20023
Jungclaus JH, Lohmann K, Zanchettin D (2014) Enhanced 20th-century heat transfer to the Arctic simulated in the context of climate variations over the last millennium. Clim past 10:2201–2213. https://doi.org/10.5194/cp-10-2201-2014
Jungclaus JH et al (2017) The PMIP4 contribution to CMIP6—part 3: the last millennium, scientific objective and experimental design for the PMIP4 past1000 simulations. Geosci Model Dev 10:4005–4033. https://doi.org/10.5194/gmd-10-4005-2017
Klavans JM, Clement AC, Cane MA, Murphy LN (2022) The evolving role of external forcing in North Atlantic SST variability over the last millennium. J Clim 35:1–44
Knight JR (2009) The Atlantic multidecadal oscillation inferred from the forced climate response in coupled general circulation models. J Clim 22:1610–1625
Knight JR, Folland CK, Scaife AA (2006) Climate impacts of the Atlantic Multidecadal Oscillation. Geophys Res Lett 33:L17706. https://doi.org/10.1029/2006GL026242
Lai WKM, Robson JI, Wilcox LJ, Dunstone N (2022) Mechanisms of internal Atlantic Multidecadal variability in HadGEM3-GC3.1 at two different resolutions. J Clim 35:1365–1383
Li X, Holland DM, Gerber EP, Yoo C (2014) Impacts of the north and tropical Atlantic Ocean on the Antarctic Peninsula and sea ice. Nature 505:538–542
Li L, Lozier MS, Buckley MW (2020) An investigation of the ocean’s role in Atlantic multidecadal variability. J Clim 33(8):3019–3035
Maher N, Milinski S, Suarez-Gutierrez L, Botzet M, Dobrynin M, Kornblueh L et al (2019) The Max Planck Institute Grand Ensemble: Enabling the exploration of climate system variability. J Adv Model Earth Syst 11:2050–2069. https://doi.org/10.1029/2019MS001639
Mann ME, Steinman BA, Brouillette DJ, Miller SK (2021) Multidecadal climate oscillations during the past millennium driven by volcanic forcing. Science 371(6533):1014–1019
Marsland SJ, Haak H, Jungclaus JH, Latif M, Roeske F (2003) The Max Planck Institute global ocean/sea ice model with orthogonal curvilinear coordinates. Ocean Modell 5:91–127
Martín-Rey M, Rodríguez-Fonseca B, Polo I (2015) Atlantic opportunities for ENSO prediction. Geophys Res Lett 42:6802–6810. https://doi.org/10.1002/2015GL065062
Mauritsen T, Bader J, Becker T, Behrens J, Bittner M, Brokopf R, Brovkin V, Claussen M, Crueger T, Esch M, Fast I, Fiedler S et al (2019) Developments in the MPI-M Earth System Model version 1.2 (MPI-ESM1.2) and its response to increasing CO2. J Adv Model Earth Sy 11:998–1038. https://doi.org/10.1029/2018MS001400
Meccia VL, Fuentes-Franco R, Davini P et al (2022) Internal multi-centennial variability of the Atlantic Meridional Overturning Circulation simulated by EC-Earth3. Clim Dyn. https://doi.org/10.1007/s00382-022-06534-4
Medhaug I, Furevik T (2011) North Atlantic 20th century multidecadal variability in coupled climate models: sea surface temperature and ocean overturning circulation. Ocean Sci 7:389–404. https://doi.org/10.5194/os-7-389-2011
Meehl GA, Hu A, Castruccio F, England MH, Bates SC, Danabasoglu G, McGregor S, Arblaster JM, Xie S-P, Rosenbloom N (2021) Atlantic and Pacific tropics connected by mutually interactive decadal-timescale processes. Nat Geosci 14:36–42
Menary MB, Hodson DLR, Robson JI, Sutton RT, Wood RA, Hunt JA (2015) Exploring the impact of CMIP5 model biases on the simulation of North Atlantic decadal variability. Geophys Res Lett 42:5926–5934
Moore GWK, Halfar J, Majeed H, Adey W, Kronz A (2017) Amplification of the Atlantic Multidecadal Oscillation associated with the onset of the industrial-era warming. Sci Rep 7:40861
Moreno-Chamarro E, Zanchettin D, Lohmann K, Jungclaus JH (2015) Internally generated decadal cold events in the northern North Atlantic and their possible implications for the demise of the Norse settlements in Greenland. Geophys Res Lett 42(3):908–915. https://doi.org/10.1002/2014GL062741
Moreno-Chamarro E, Zanchettin D, Lohmann K, Luterbacher J, Jungclaus JH (2017a) Winter amplification of the European Little Ice Age cooling by the subpolar gyre. Sci Rep 7:9981. https://doi.org/10.1038/s41598-017-07969-0
Moreno-Chamarro E, Zanchettin D, Lohman K, Jungclaus JH (2017b) An abrupt weakening of the subpolar gyre as trigger of Little Ice Age-type episodes. Clim Dyn 48(3–4):727–744. https://doi.org/10.1007/s00382-016-3106-7
Murphy LN, Bellomo K, Cane M, Clement A (2017) The role of historical forcings in simulating the observed Atlantic multidecadal oscillation. Geophys Res Lett 44:2472–2480. https://doi.org/10.1002/2016GL071337
Oelsmann J, Borchert L, Hand R, Baehr J, Jungclaus JH (2020) Linking ocean forcing and atmospheric interactions to Atlantic multidecadal variability in MPI-ESM1.2. Geophys Res Lett 47:e2020GL087259. https://doi.org/10.1029/2020GL087259
Oldenburg D, Wills RC, Armour KC, Thompson L, Jackson LC (2021) Mechanisms of low-frequency variability in North Atlantic Ocean heat transport and AMOC. J Clim 34(12):4733–4755
Omrani N-E, Keenlyside N, Matthes K, Boljka L, Zanchettin D, Jungclaus JH, Lubis SW (2022) Coupled stratosphere-troposphere-Atlantic multidecadal oscillation and its importance for near-future climate projection. Npj Clim Atmos Sci 5:59. https://doi.org/10.1038/s41612-022-00275-1
Otterå OH, Bentsen M, Drange H, Suo L (2010) External forcing as a metronome for Atlantic multidecadal variability. Nat Geosci. https://doi.org/10.1038/NGEO995
Pawlowicz R (2000) M_Map: a mapping package for Matlab. University of British Columbia Earth and Ocean Sciences[Online]. http://www.eosubcca/rich/maphtml
Polyakov IV, Bhatt US, Simmons HL, Walsh D, Walsh JE, Zhang X (2005) Multidecadal variability of North Atlantic temperature and salinity during the Twentieth Century. J Clim 18:4562–4581
Rayner NA, Parker DE, Horton EB, Folland CK, Alexander LV, Rowell DP, Kent EC, Kaplan A (2003) Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J Geophys Res 108(D14):4407. https://doi.org/10.1029/2002JD002670
Reick CH, Raddatz T, Brovkin V, Gayler V (2013) Representation of natural and anthropogenic land cover change in MPI-ESM. J Adv Model Earth Syst 5:459–482. https://doi.org/10.1002/jame.20022
Ruprich-Robert Y, Msadek R, Castruccio F, Yeager S, Delworth T, Danabasoglu G (2017) Assessing the climate impacts of the observed Atlantic Multidecadal Variability using the GFDL CM2.1 and NCAR CESM1 global coupled models. J Clim 30:2785–2810
Ruprich-Robert Y et al (2021) Impacts of Atlantic multidecadal variability on the tropical Pacific: a multi-model study. Npj Clim Atmos Sci 4:33
Stevens B, Giorgetta M, Esch M, Mauritsen T, Crueger T, Rast S, Salzmann M, Schmidt H, Bader J, Block K, Brokopf R, Fast I, Kinne S, Kornblueh L, Lohmann U, Pincus R, Reichler T, Roeckner E (2013) Atmospheric component of the MPI-M Earth System Model: ECHAM6. J Adv Model Earth Sy 5:146–172. https://doi.org/10.1002/jame.20015
Sun C, Li JP, Jin FF (2015) A delayed oscillator model for the quasi-periodic multidecadal variability of the NAO. Clim Dyn 45:2083–2099
Svendsen L, Hetzinger S, Keenlyside N, Gao Y (2014) Marine-based multiproxy reconstruction of Atlantic multidecadal variability. Geophys Res Lett 41:1295–1300
Tandon NF, Kushner PJ (2015) Does external forcing interfere with the AMOC’s influence on north atlantic sea surface temperature? J Clim 28(16):6309–6323. https://doi.org/10.1175/JCLI-D-14-00664.1
Toohey M, Sigl M (2017) Volcanic stratospheric sulfur injections and aerosol optical depth from 500 BCE to 1900 CE. Earth Syst Sci Data 9:809–831. https://doi.org/10.5194/essd-9-809-2017
Torrence C, Compo GP (1998) A practical guide to wavelet analysis. Bull Am Meteor Soc 79:61–78
Waite AJ, Klavans JM, Clement AC, Murphy LN, Liebetrau V, Eisenhauer A, Weger RJ, Swart PK (2020) Observational and model evidence for an important role for volcanic forcing driving Atlantic Multidecadal Variability over the last 600 years. Geophys Res Lett 43:e2020GL089428. https://doi.org/10.1029/2020GL089428
Watanabe M, Tatebe H (2019) Reconciling roles of sulphate aerosol forcing and internal variability in Atlantic multidecadal climate changes. Clim Dyn 53:4651–4665
Wessel P, Smith WHF (1996) A global, self-consistent, hierarchical, high-resolution shoreline database. J Geophys Res Solid Earth 101:8741–8743. https://doi.org/10.1029/96JB00104
Winter A, Zanchettin D, Miller T, Kushnir Y, Black D, Lohmann G et al (2015) Persistent drying in the tropics linked to natural forcing. Nat Commun 6:7627. https://doi.org/10.1038/ncomms8627
Wu S, Liu Z, Zhang R, Delworth TL (2011) On the observed relationship between the Pacific decadal oscillation and the Atlantic multi-decadal oscillation. J Oceanogr 67:27–35. https://doi.org/10.1007/s10872-011-0003-x
Yan X, Zhang R, Knutson TR (2019) A Multivariate AMV index and associated discrepancies between observed and CMIP5 externally forced AMV. Geophys Res Lett 47:4421–4431. https://doi.org/10.1029/2019GL082787
Yeager S (2015) Topographic coupling of the Atlantic overturning and gyre circulations. J Phys Oceanogr 45:1258–1284. https://doi.org/10.1175/JPO-D-14-0100.1
Zanchettin D, Rubino A, Jungclaus JH (2010) Intermittent multidecadal-to-centennial fluctuations dominate global temperature evolution over the last millennium. Geophys Res Lett 37:L14702. https://doi.org/10.1029/2010GL043717
Zanchettin D, Rubino A, Matei D, Bothe O, Jungclaus JH (2013) Multidecadal-to-centennial SST variability in the MPI-ESM simulation ensemble for the last millennium. Clim Dyn 40(5):1301–1318. https://doi.org/10.1007/s00382-012-1361-9
Zanchettin D, Bothe O, Müller W, Bader J, Jungclaus JH (2014) Different flavors of the Atlantic Multidecadal Variability. Clim Dyn 42(1–2):381–399. https://doi.org/10.1007/s00382-013-1669-0
Zanchettin D, Bothe O, Rubino A, Jungclaus JH (2016a) Multi-model ensemble analysis of Pacific and Atlantic SST variability in unperturbed climate simulations. Clim Dyn 47(3):1073–1090. https://doi.org/10.1007/s00382-015-2889-2
Zanchettin D, Bothe O, Graf HF, Omrani N-E, Rubino A, Jungclaus JH (2016b) A decadally delayed response of the tropical Pacific to Atlantic multidecadal variability. Geophys Res Lett 43:784–792. https://doi.org/10.1002/2015GL067284
Zanchettin D, Timmreck C, Toohey M, Jungclaus JH, Bittner M, Lorenz SJ, Rubino A (2019) Clarifying the relative role of forcing uncertainties and initial-condition unknowns in spreading the climate response to volcanic eruptions. Geophys Res Lett. https://doi.org/10.1029/2018GL081018
Zhang R (2017) On the persistence and coherence of subpolar sea surface temperature and salinity anomalies associated with the atlantic multidecadal variability. Geophys Res Lett 44:7865–7875. https://doi.org/10.1002/2017GL074342
Zhang R et al (2013) Have aerosols caused the observed Atlantic multidecadal variability? J Atmos Sci 70:1135–1144. https://doi.org/10.1175/JAS-D-12-0331.1
Zhang R, Sutton R, Danabasoglu G, Delworth TL, Kim WM, Robson J, Yeager SG (2016) Comment on “The Atlantic Multidecadal Oscillation without a role for ocean circulation.” Science 352:1527. https://doi.org/10.1126/science.aaf1660
Acknowledgements
Simulations were performed at the Deutsches Klimarechenzentrum (DKRZ). Maps are plotted with the m_map package (Pawlowicz 2000) for MATLAB software, using the GSHHG dataset for coastlines (Wessel and Smith 1996). Map colors based on http://www.ColorBrewer.org, by Cynthia A. Brewer, Penn State. We thank two anonymous reviewers for their helpful comments.
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This work was supported by the German Federal Ministry of Education and Research (BMBF) within the research programme “ROMIC-II, ISOVIC” (FKZ: 01LG1909B, SWF) and the Deutsche Forschungsgemeinschaft Research Unit VolImpact (FOR2820, Grant no. 398006378, CT) within the project VolClim. N-EO is supported by the Bjerknes Climate Prediction Unit funded by the Trond Mohn Foundation (Grant BFS2018TMT01), the RCN funded ROADMAP project (Grant 316618) under a joint JPI Climate and JPI Ocean call and the Impetus4Change funded by European Union’s Horizon Europe research and innovation program (Grant 101081555).
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Zanchettin, D., Fang, SW., Khodri, M. et al. Thermohaline patterns of intrinsic Atlantic Multidecadal Variability in MPI-ESM-LR. Clim Dyn 61, 2371–2393 (2023). https://doi.org/10.1007/s00382-023-06679-w
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DOI: https://doi.org/10.1007/s00382-023-06679-w