Abstract
Migrations of the intertropical convergence zone (ITCZ) have significant impacts on tropical climate and society. Here we examine the ITCZ migration caused by CO2 increase using climate model simulations. During the first one to two decades, we find a northward ITCZ displacement primarily related to an anomalous southward atmospheric cross-equatorial energy transport. Over the next hundreds or thousands of years, the ITCZ moves south. This long-term migration is linked to delayed surface warming and reduced ocean heat uptake in the Southern Ocean, which alters the interhemispheric asymmetry of ocean heat uptake and creates a northward atmospheric cross-equatorial energy transport anomaly. The southward ITCZ shift, however, is reduced by changes in the net energy input to the atmosphere at the equator by about two-fifths. Our findings highlight the importance of Southern Ocean heat uptake to long-term ITCZ evolution by showing that the (quasi-)equilibrium ITCZ response is opposite to the transient ITCZ response.
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Data availability
CMIP5 model data are available at https://esgf-node.llnl.gov/projects/cmip5/. CMIP6 model data are available at https://esgf-node.llnl.gov/projects/cmip6/. LongRunMIP data are available at https://www.longrunmip.org. The processed variables to generate Figs. 1–6 are available via Zenodo at https://zenodo.org/records/11075601 (ref. 57) in the form of netcdf files.
References
Joussaume, S. et al. Monsoon changes for 6000 years ago: results of 18 simulations from the Paleoclimate Modeling Intercomparison Project (PMIP). Geophys. Res. Lett. 26, 859–862 (1999).
Biasutti, M. et al. Global energetics and local physics as drivers of past, present and future monsoons. Nat. Geosci. 11, 392–400 (2018).
Chiang, J. C., Biasutti, M. & Battisti, D. S. Sensitivity of the Atlantic intertropical convergence zone to last glacial maximum boundary conditions. Paleoceanography 18, 1094 (2003).
Li, S. & Liu, W. Deciphering the migration of the intertropical convergence zone during the last deglaciation. Geophys. Res. Lett. 49, e2022GL098806 (2022).
Hwang, Y. T., Frierson, D. M. & Kang, S. M. Anthropogenic sulfate aerosol and the southward shift of tropical precipitation in the late 20th century. Geophys. Res. Lett. 40, 2845–2850 (2013).
Byrne, M. P., Pendergrass, A. G., Rapp, A. D. & Wodzicki, K. R. Response of the intertropical convergence zone to climate change: location, width, and strength. Curr. Clim. Change Rep. 4, 355–370 (2018).
Frierson, D. M. & Hwang, Y. T. Extratropical influence on ITCZ shifts in slab ocean simulations of global warming. J. Clim. 25, 720–733 (2012).
Zhang, R. & Delworth, T. L. Simulated tropical response to a substantial weakening of the Atlantic thermohaline circulation. J. Clim. 18, 1853–1860 (2005).
Stouffer, R. J. et al. Investigating the causes of the response of the thermohaline circulation to past and future climate changes. J. Clim. 19, 1365–1387 (2006).
Liu, W., Xie, S. P., Liu, Z. & Zhu, J. Overlooked possibility of a collapsed Atlantic Meridional Overturning Circulation in warming climate. Sci. Adv. 3, e1601666 (2017).
Moreno-Chamarro, E., Marshall, J. & Delworth, T. L. Linking ITCZ migrations to the AMOC and North Atlantic/Pacific SST decadal variability. J. Clim. 33, 893–905 (2019).
Merlis, T. M., Zhao, M. & Held, I. M. The sensitivity of hurricane frequency to ITCZ changes and radiatively forced warming in aquaplanet simulations. Geophys. Res. Lett. 40, 4109–4114 (2013).
Voigt, A. et al. The tropical rain belts with an annual cycle and a continent model intercomparison project: TRACMIP. J. Adv. Model. Earth Syst. 8, 1868–1891 (2016).
Seo, J., Kang, S. M. & Merlis, T. M. A model intercomparison of the tropical precipitation response to a CO2 doubling in aquaplanet simulations. Geophys. Res. Lett. 44, 993–1000 (2017).
Kay, J. E. et al. Global climate impacts of fixing the Southern Ocean shortwave radiation bias in the Community Earth System Model (CESM). J. Clim. 29, 4617–4636 (2016).
Hawcroft, M. et al. Southern Ocean albedo, inter-hemispheric energy transports and the double ITCZ: global impacts of biases in a coupled model. Clim. Dyn. 48, 2279–2295 (2017).
Donohoe, A. & Voigt, A. in Climate Extremes: Patterns and Mechanisms (eds Wang, S.-Y. S. et al.) 115–137 (American Geophysical Union, 2017).
Atwood, A. R., Donohoe, A., Battisti, D. S., Liu, X. & Pausata, F. S. Robust longitudinally variable responses of the ITCZ to a myriad of climate forcings. Geophys. Res. Lett. 47, e2020GL088833 (2020).
Stouffer, R. J. & Manabe, S. Response of a coupled ocean–atmosphere model to increasing atmospheric carbon dioxide: sensitivity to the rate of increase. J. Clim. 12, 2224–2237 (1999).
Li, C., von Storch, J. S. & Marotzke, J. Deep-ocean heat uptake and equilibrium climate response. Clim. Dyn. 40, 1071–1086 (2013).
Song, F., Lu, J., Leung, L. R. & Liu, F. Contrasting phase changes of precipitation annual cycle between land and ocean under global warming. Geophys. Res. Lett. 47, e2020GL090327 (2020).
Burls, N. J. & Fedorov, A. V. Wetter subtropics in a warmer world: contrasting past and future hydrological cycles. Proc. Natl Acad. Sci. USA 114, 12888–12893 (2017).
Cramwinckel, M. J. et al. Global and zonal‐mean hydrological response to early Eocene warmth. Paleoceanogr. Paleoclimatol. 38, e2022PA004542 (2023).
Wodzicki, K. R. & Rapp, A. D. Long‐term characterization of the Pacific ITCZ using TRMM, GPCP, and ERA‐Interim. J. Geophys. Res. Atmos. 121, 3153–3170 (2016).
Byrne, M. P. & Schneider, T. Narrowing of the ITCZ in a warming climate: physical mechanisms. Geophys. Res. Lett. 43, 11350–11357 (2016).
Zhou, W., Xie, S. P. & Yang, D. Enhanced equatorial warming causes deep-tropical contraction and subtropical monsoon shift. Nat. Clim. Change 9, 834–839 (2019).
Lau, W. K. & Kim, K. M. Robust Hadley circulation changes and increasing global dryness due to CO2 warming from CMIP5 model projections. Proc. Natl Acad. Sci. USA 112, 3630–3635 (2015).
Myhre, G. et al. in Climate Change 2013: The Physical Science Basis (eds Stocker, T. F. et al.) 659–740 (IPCC, Cambridge Univ. Press, 2013).
Samset, B. H. et al. Fast and slow precipitation responses to individual climate forcers: a PDRMIP multimodel study. Geophys. Res. Lett. 43, 2782–2791 (2016).
Rugenstein, M. et al. LongRunMIP: motivation and design for a large collection of millennial-length AOGCM simulations. Bull. Am. Meteorol. Soc. 100, 2551–2570 (2019).
Kang, S. M., Held, I. M., Frierson, D. M. & Zhao, M. The response of the ITCZ to extratropical thermal forcing: idealized slab-ocean experiments with a GCM. J. Clim. 21, 3521–3532 (2008).
Schneider, T., Bischoff, T. & Haug, G. H. Migrations and dynamics of the intertropical convergence zone. Nature 513, 45–53 (2014).
Adam, O., Bischoff, T. & Schneider, T. Seasonal and interannual variations of the energy flux equator and ITCZ. Part I: zonally averaged ITCZ position. J. Clim. 29, 3219–3230 (2016).
Rugenstein, M. & Hakuba, M. Connecting hemispheric asymmetries of planetary albedo and surface temperature. Geophys. Res. Lett. 50, e2022GL101802 (2023).
Donohoe, A., Marshall, J., Ferreira, D. & Mcgee, D. The relationship between ITCZ location and cross-equatorial atmospheric heat transport: from the seasonal cycle to the Last Glacial Maximum. J. Clim. 26, 3597–3618 (2013).
Kang, S. M., Shin, Y. & Xie, S.-P. Extratropical forcing and tropical rainfall distribution: energetics framework and ocean Ekman advection. npj Clim. Atmos. Sci. 1, 20172 (2018).
Liu, W. & Fedorov, A. V. Global impacts of Arctic sea ice loss mediated by the Atlantic meridional overturning circulation. Geophys. Res. Lett. 46, 944–952 (2019).
Manabe, S., Stouffer, R. J., Spelman, M. J. & Bryan, K. Transient responses of a coupled ocean–atmosphere model to gradual changes of atmospheric CO2. Part I. Annual mean response. J. Clim. 4, 785–818 (1991).
Liu, W. et al. Stratospheric ozone depletion and tropospheric ozone increases drive Southern Ocean interior warming. Nat. Clim. Change 12, 365–372 (2022).
Armour, K. C., Marshall, J., Scott, J. R., Donohoe, A. & Newsom, E. R. Southern Ocean warming delayed by circumpolar upwelling and equatorward transport. Nat. Geosci. 9, 549–554 (2016).
Zhang, L. & Cooke, W. Simulated changes of the Southern Ocean air–sea heat flux feedback in a warmer climate. Clim. Dyn. 56, 1–16 (2021).
Jönsson, A. R. & Bender, F. A. M. The implications of maintaining Earth’s hemispheric albedo symmetry for shortwave radiative feedbacks. Earth Syst. Dyn. 14, 345–365 (2023).
Erez, M. & Adam, O. Energetic constraints on the time-dependent response of the ITCZ to volcanic eruptions. J. Clim. 34, 9989–10006 (2021).
Bonan, D. B., Thompson, A. F., Newsom, E. R., Sun, S. & Rugenstein, M. Transient and equilibrium responses of the Atlantic overturning circulation to warming in coupled climate models: the role of temperature and salinity. J. Clim. 35, 5173–5193 (2022).
Liu, W., Fedorov, A. V., Xie, S.-P. & Hu, S. Climate impacts of a weakened Atlantic Meridional Overturning Circulation in a warming climate. Sci. Adv. 6, eaaz4876 (2020).
Hwang, Y. T., Xie, S.-P., Deser, C. & Kang, S. M. Connecting tropical climate change with Southern Ocean heat uptake. Geophys. Res. Lett. 44, 9449–9457 (2017).
Kug, J. S. et al. Hysteresis of the intertropical convergence zone to CO2 forcing. Nat. Clim. Change 12, 47–53 (2022).
Rugenstein, M. A., Sedláček, J. & Knutti, R. Nonlinearities in patterns of long-term ocean warming. Geophys. Res. Lett. 43, 3380–3388 (2016).
Lin, J. L. The double-ITCZ problem in IPCC AR4 coupled GCMs: ocean–atmosphere feedback analysis. J. Clim. 20, 4497–4525 (2007).
Hwang, Y. T. & Frierson, D. M. W. Link between the double-intertropical convergence zone problem and cloud biases over the Southern Ocean. Proc. Natl Acad. Sci. USA 110, 4935–4940 (2013).
Li, G. & Xie, S.-P. Tropical biases in CMIP5 multimodel ensemble: the excessive equatorial Pacific cold tongue and double ITCZ problems. J. Clim. 27, 1765–1780 (2014).
Adam, O., Schneider, T. & Brient, F. Regional and seasonal variations of the double-ITCZ bias in CMIP5 models. Clim. Dyn. 51, 101–117 (2018).
Tian, B. & Dong, X. The double-ITCZ bias in CMIP3, CMIP5 and CMIP6 models based on annual mean precipitation. Geophys. Res. Lett. 47, e2020GL087232 (2020).
Samanta, D., Karnauskas, K. B. & Goodkin, N. F. Tropical Pacific SST and ITCZ biases in climate models: double trouble for future rainfall projections? Geophys. Res. Lett. 46, 2242–2252 (2019).
Pendergrass, A. G., Conley, A. & Vitt, F. M. Surface and top-of-atmosphere radiative feedback kernels for CESM-CAM5. Earth Syst. Sci. Data 10, 317–324 (2018).
NCAR Command Language v.6.5.0. UCAR/NCAR/CISL/TDD https://doi.org/10.5065/D6WD3XH5 (2018).
Liu, W. et al. Contrasting fast and slow ITCZ migration linked to delayed Southern Ocean warming. Zenodo https://zenodo.org/records/11075601 (2024).
Acknowledgements
This study was supported by the US National Science Foundation (NSF OCE-2123422, AGS-2053121 and AGS-2237743) awarded to W.L. who was also supported by the UC Regents Faculty Development Award. C.L. was supported by the Clusters of Excellence CLICCS (EXC2037), University of Hamburg, funded by the German Research Foundation (DFG). M.R. was supported by NSF AGS-2233673.
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W.L. conceived the study and wrote the original draft of the paper. S.L. and A.P.T. performed the analysis. C.L. and M.R. provided the data. All authors contributed to interpreting the results and made substantial improvements to the paper.
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Extended data
Extended Data Fig. 1 Maps of TOA radiation changes due to radiative feedback.
(a-c) Maps of TOA radiation changes (relative to preindustrial times, in units of W/m2) due to the cloud feedback in the CO2 quadrupling simulations for the multimodel means of (a) CMIP5/6 and (b) LongRunMIP models over years 1–20, and (c) LongRunMIP models for the difference between years 981–1000 and years 1–20. (d-f) Same as (a-c) but for the water vapor feedback. (g-i) Same as (a-c) but for the albedo feedback. (j-l) Same as (a-c) but for the temperature feedback. The base map is from NCAR Command Language map outline databases.
Extended Data Fig. 2 Maps of CO2-induced energy flux changes in CMIP5/6 models.
Maps of changes (relative to preindustrial times, in units of W/m2) in the net (a) TOA radiation and (b) surface energy flux in the CO2 quadrupling simulation for the multimodel mean of CMIP5/6 models over years 1–20. The base map is from NCAR Command Language map outline databases.
Extended Data Fig. 3 Maps of CO2-induced surface energy flux changes.
(a,b) Maps of (a) surface (shortwave plus longwave radiation energy flux and (b) surface turbulent (sensible plus latent) heat flux changes (relative to preindustrial times, in units of W/m2) in the CO2 quadrupling simulation for the multimodel mean of CMIP5/6 models over years 1–20. (c,d) Same as (a,b) but for LongRunMIP models. (e,f) Same as (c,d) but for years 981–1000. (g,h) Same as (c,d) but for the differences between years 981–1000 and years 1–20. The base map is from NCAR Command Language map outline databases.
Extended Data Fig. 4 CO2-induced changes in energy flux asymmetry in the LongRunMIP_sub.
Changes (relative to preindustrial times, multimodel mean, MMM, dot; intermodel spread, one standard derivation (1 SD) among models, bars) in the atmospheric cross-equatorial energy transport (purple) and interhemispheric asymmetry (Southern minus Northern Hemisphere, Methods) of the net TOA radiation (red), net surface energy flux (blue), surface turbulent heat flux (sensible plus latent, turquoise blue), and surface radiation energy flux (shortwave plus longwave, brown) in the CO2 quadrupling simulation by LongRunMIP_sub models over years 1–20 and years 3981–4000, and for the difference between the two periods (years 3981–4000 minus years 1–20).
Extended Data Fig. 5 Maps of CO2-induced energy flux changes in the LongRunMIP_sub.
(a,b) Maps of changes (relative to preindustrial times, in units of W/m2) in the net (a) TOA radiation and (b) surface energy flux in the CO2 quadrupling simulation for the multimodel mean of LongRunMIP_sub models over years 1–20. (c,d) Same as (a,b) but for years 3981–4000. (e,f) The differences between the two periods for the net (e) TOA radiation and (f) surface energy flux (years 3981–4000 minus years 1–20). (g,h) Same as (e,f) but for surface (shortwave plus longwave) radiation energy flux and surface turbulent (sensible plus latent) heat flux. The base map is from NCAR Command Language map outline databases.
Extended Data Fig. 6 Maps of CO2-induced SST changes in the LongRunMIP_sub.
SST changes (relative to preindustrial times, in units of K) in the CO2 quadrupling simulation for the multimodel mean of LongRunMIP_sub models over (a) years 1–20 and (b) years 3981–4000, respectively. (c) Same as (a) but for the difference between years 3981–4000 and years 1–20. The base map is from NCAR Command Language map outline databases.
Extended Data Fig. 7 CO2-induced changes in the AMOC and the integrated surface energy flux asymmetry.
(a) Changes (relative to preindustrial times) in AMOC strength (multimodel mean, black; intermodel spread, one standard derivation among models, grey) in the CO2 quadrupling simulation by LongRunMIP models except ECHAM5-MPIOM. The AMOC strength is defined as the maximum in the meridional overturning stream function below 500 m in the North Atlantic. The first 20-year average of AMOC strength is plotted at year 10 in the form of multimodel mean (MMM, dot) ± one standard deviation (1 SD) among models (bars). (b) Same as (a) but for surface energy fluxes integrated over 30°N–65°N (multimodel mean, red; intermodel spread, light red), over the Pacific and land areas (multimodel mean, orange; intermodel spread, yellow) and the Atlantic area (multimodel mean, green; intermodel spread, light green) within 30°N–65°N. Note that the first 20-year average of surface energy fluxes integrated over the Pacific and land areas with 30°N–65°N is plotted at year 9 for a clear visualization. (c) Same as (a) but for changes in surface energy fluxes integrated over 30°N–65°N (multimodel mean, red; intermodel spread, one standard derivation among models, light red), 30°S–65°S (multimodel mean, blue; intermodel spread, light blue) and the difference (30°S–65°S minus 30°N–65°N, multimodel mean, black; intermodel spread, grey).
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Liu, W., Li, S., Li, C. et al. Contrasting fast and slow intertropical convergence zone migrations linked to delayed Southern Ocean warming. Nat. Clim. Chang. 14, 732–739 (2024). https://doi.org/10.1038/s41558-024-02034-x
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DOI: https://doi.org/10.1038/s41558-024-02034-x
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