1. Introduction
Climate models project large changes in ocean circulation in response to increasing greenhouse gases. Atlantic meridional overturning circulation (AMOC) declines from 0% to more than 50% are projected for the twenty-first century (Solomon et al. 2007). Southern Ocean circulation response is also large and model dependent (Russell et al. 2006). Gnanadesikan et al. (2007) note large changes in tropical thermocline circulation in addition to AMOC and Southern Hemisphere circulation changes in three GFDL climate models. While the ocean’s influence on surface climate changes is understood to occur through heat and carbon uptake, there is a lack of mechanistic understanding of these processes, including the role of the circulation response. Banks and Gregory (2006) show that the ocean heat storage pattern in a warming climate is quite different than that of a passive tracer with the same surface source. Xie and Vallis (2012) use an idealized ocean model to show that this difference is robust to various ocean model formulation and forcing differences. Both studies identify the redistribution of control climate ocean heat content as the important factor in the storage pattern differences (the passive tracer was absent in the control climate). However, by design these experiments cannot determine how this heat redistribution feeds back to alter the surface climate response. Winton (2003) showed that the impact of ocean circulation change might be substantial by uniformly varying the current speeds of an ocean circulation imposed on two climate models. Current speed increases produced high-latitude warming and low-latitude cooling with a net increase in global temperature.
In this study we address the role of ocean circulation changes by making an additional set of climate change simulations with a fully coupled earth system model. In addition to the standard control and CO2 increase experiments, a corresponding pair of experiments (preindustrial control and increasing CO2) are performed that fix the ocean circulation to a seasonally varying climatology based on the control experiment. The fixed-current response determined from this pair of experiments is used to divide the total response into two parts, one due to changing ocean circulation (the difference between the free- and fixed-current responses) and the other due to all other factors (the fixed-current response).
The model used and experimental design are described in the next section. Section 3 discusses the impact of the ocean circulation response on the distributions of heat and carbon storage in the ocean interior. The impact of the circulation response on the surface climate is presented in section 4. The final section discusses the results.
2. Experiment design
The earth system model (ESM) used in this study is the Geophysical Fluid Dynamics Laboratory (GFDL) ESM2M (Dunne et al. 2012, 2013). The physical model is closely related to the GFDL Climate Model 2.1 (CM2.1; Delworth et al. 2006) used for the comparison in phase 3 of the Coupled Model Intercomparison Project (CMIP3). The responses of AMOC and global temperature are similar to those of CM2.1 (Winton et al. 2013; Stouffer et al. 2006). In this study we make use of 100-yr, 1% yr−1 atmospheric CO2 increase experiments, to evaluate the response of the carbon cycle to increased atmospheric carbon and of the climate to increased radiative forcing. Since atmospheric CO2 is specified, we cannot directly evaluate the impact of differences in carbon uptake on climate change. Instead we will estimate the impact of such uptake on atmospheric CO2 and radiative forcing.
We assess the role of changing currents on the simulated climate change by performing a pair of companion experiments (control and 1% yr−1 CO2 increase) where the ocean circulation is forced to follow a specified seasonal cycle. This climatology of currents is formed from the first 100 years of ESM2M’s standard 1860 control experiment (following its long spinup). ESM2M uses a real freshwater flux boundary condition so mass balance requires that the surface water flux also be specified from this climatology. Although currents are specified in the fixed-current case, all parameterized subgrid mixing and convection processes operate on the evolving hydrography as in the standard prognostic model. A similar experimental setup was used by Winton (2003) to investigate the impact of ocean circulation on climate.
The fixed-current control experiences significant drift, warming by about 1 K in the first 30 years from its free-current control initial condition. Therefore all fixed-current perturbation quantities are reported as differences between the fixed-current perturbation run and its control experiment. The analysis in this paper uses averages over years 81–100 of the experiment when the CO2 level is, on average, about 2.4 times preindustrial and the radiative forcing is 4.5 W m−2.
3. Heat and carbon storage
a. Circulation change in free-current experiment
For completeness we briefly describe the ocean circulation change in the free-current experiment. Figure 1 shows the 20-yr average change in meridional overturning at year 90 of the 1% yr−1 CO2 increase experiment. There is a large reduction in the northern overturning cell, exceeding 10 Sv (1 Sv ≡ 106 m3 s−1) at 40°N. In the Southern Ocean an increase in the wind-driven Ekman overturning due to enhanced westerly stress combines with a reduction in Antarctic Bottom Water formation to change the overturning by more than 6 Sv. Both of these circulation changes reduce poleward heat transport by reducing poleward flow—or enhancing equatorward flow—in the warmer upper ocean. At lower latitudes there is a reduction in deep upwelling and some smaller changes in the shallow wind-driven circulation. The reduction in upwelling is intensified near the surface at the equator.

Change in meridional overturning streamfunction (Sv, mean over years 81–100) in 1% yr−1 CO2 increase experiment.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1

Change in meridional overturning streamfunction (Sv, mean over years 81–100) in 1% yr−1 CO2 increase experiment.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
Change in meridional overturning streamfunction (Sv, mean over years 81–100) in 1% yr−1 CO2 increase experiment.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
As noted in the introduction, simulated changes in ocean circulation are quite uncertain. In particular, some of the changes are known to be influenced by resolution. Farneti et al. (2010) show that eddy effects in a high-resolution simulation cancel much of the mean flow change in the southern ocean, an effect that was not well represented by GFDL CM2.1’s eddy parameterization (Farneti and Gent 2011).
b. Model results with fixed and free currents
Figure 2 compares the perturbation heat and dissolved inorganic carbon (DIC) column burdens in the fixed- and free-current experiments. The differences between the right and left panels reflect the influence of ocean circulation changes that are only allowed to operate in the free-current experiment depicted on the right. The centers of large carbon storage in the Southern Ocean subtropical gyres and in the western North Atlantic are diminished by changing currents while the low values in the tropics are increased somewhat. By contrast with the modest differences in carbon storage, the heat storage pattern changes dramatically when circulation changes are allowed. In the free current case, a region of reduced heat content appears in the northern North Atlantic and Nordic Seas and a band of high storage appears just to the south along the North American coast. This dipole pattern is closely related to the AMOC subsurface temperature fingerprint (Zhang 2008) and indicates a weakening of the overturning. A new center of heat storage appears in the tropical Atlantic spreading east from the northeast coast of South America. A plume of increased heat storage streams east from South America at about 40°S. The gyre storage pattern apparent in the fixed circulation heat storage and in the carbon storage of both experiments has been eliminated by circulation changes. Considering the four storage patterns, the heat storage with responding currents is qualitatively different from the other three.

(top) Column heat and (bottom) dissolved inorganic carbon content change (year 81–100 mean) for experiments with (left) specified climatological currents and (right) freely evolving currents. Heat contents are in (W m−2) × 90 yr. Carbon contents are in moles m−2.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1

(top) Column heat and (bottom) dissolved inorganic carbon content change (year 81–100 mean) for experiments with (left) specified climatological currents and (right) freely evolving currents. Heat contents are in (W m−2) × 90 yr. Carbon contents are in moles m−2.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
(top) Column heat and (bottom) dissolved inorganic carbon content change (year 81–100 mean) for experiments with (left) specified climatological currents and (right) freely evolving currents. Heat contents are in (W m−2) × 90 yr. Carbon contents are in moles m−2.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
Furthermore, we note that the differences between the heat storage patterns are similar to the differences between passive anomaly temperature (PAT) and heat storage in the Banks and Gregory (2006) experiments (see their Fig. 3). Banks and Gregory ran their PAT tracer alongside temperature in a climate change run of the third climate configuration of the Met Office Unified Model (HadCM3). PAT was initialized to zero and forced with the anomalous surface heat flux. The fixed-current heat storage here shows pattern similarities with Banks and Gregory’s PAT. Both have large storage features in the North Atlantic and subtropical gyres.
Figure 3 shows the zonal mean temperature and DIC change for the fixed- and free-current experiments. Again the carbon patterns are similar with small differences related to circulation changes. The weakening of the AMOC results in less DIC increase at high northern latitudes. With the exception of enhanced Northern Hemisphere warming in the subtropical gyres, the pattern of temperature changes under fixed currents resembles the DIC changes more than it resembles temperature change with free currents. In the deep ocean, the free-current response has cooling high northern latitudes while at high southern latitudes it has increased warming relative to the fixed current case. The difference in Southern Ocean response is due to reduced convection, which causes heat to accumulate beneath the surface. The fixed current case maintains high southern latitude convection and surface heat loss. The effect of maintained convection on carbon storage is opposite to heat: Southern Ocean carbon storage is larger in the fixed-current case. The maintenance of convection in the fixed-current case is difficult to attribute since, as noted earlier, surface freshwater fluxes are fixed at control values to achieve mass balance while heat fluxes interact with the changing climate.

(top) Zonal mean temperature and (bottom) dissolved inorganic carbon change (year 81–100 mean) for experiments with (left) specified climatological currents and (right) freely evolving currents. Temperature changes are in K; dissolved inorganic carbon changes are in μmole m−3.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1

(top) Zonal mean temperature and (bottom) dissolved inorganic carbon change (year 81–100 mean) for experiments with (left) specified climatological currents and (right) freely evolving currents. Temperature changes are in K; dissolved inorganic carbon changes are in μmole m−3.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
(top) Zonal mean temperature and (bottom) dissolved inorganic carbon change (year 81–100 mean) for experiments with (left) specified climatological currents and (right) freely evolving currents. Temperature changes are in K; dissolved inorganic carbon changes are in μmole m−3.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
At lower latitudes, the fixed- and free-current warming patterns are also very different. With free currents, lobes of deep warming appear at 40°N and 40°S, but the gyre warming equatorward of these features is eliminated. It is replaced by a weaker warming that extends down to about 1-km depth, particularly in the tropics. A region of reduced warming appears near the equator at several hundred meters depth. As was the case for the column heat and carbon burdens, the temperature change pattern with free currents is more structured than the other three patterns.
c. Mechanism for storage pattern differences
Now we address the reason for the distinct appearance of the temperature response when ocean circulation is free to change relative to the carbon responses and the fixed-current temperature response. Aside from circulation, there are a number of reasons that carbon storage might differ from heat storage: differing surface histories (exponentially increasing in the case of carbon); atmospheric carbon is globally well mixed unlike surface warming; carbon uptake is subject to solubility and carbonate chemistry while surface temperature anomalies are influenced by radiative damping to space from the atmosphere–mixed-layer system. However, these differences apply to the temperature and carbon fixed-current responses, which were shown to be largely similar (Figs. 2 and 3).
The climate model ocean age tracer gives insight into the differing distributions of heat and carbon storage in the free-current case. The age tracer is set to 0 in the mixed layer and increases with time (i.e., at a rate of 1 yr yr−1) so that it measures the time since a water parcel was last ventilated at the surface. The age tracer is spun up for several thousand years in the control experiment. Anticorrelation between control ocean age and heat or carbon storage would indicate these tracers are taken up by the simple process of exposure to increasing surface values followed by transport into the interior, resulting in the oldest water having the least tracer. The control climate age tracer has a spatial correlation with heat storage of −0.30 and with carbon storage of −0.83 in the upper kilometer of the World Ocean in the free-current case. This indicates that ventilation by control climate transport processes is much more important for explaining the carbon storage distribution than it is for heat storage.







(left) Horizontally averaged temperature and (right) dissolved inorganic carbon for control (black) and perturbation (gray) experiments averaged over years 81–100.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1

(left) Horizontally averaged temperature and (right) dissolved inorganic carbon for control (black) and perturbation (gray) experiments averaged over years 81–100.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
(left) Horizontally averaged temperature and (right) dissolved inorganic carbon for control (black) and perturbation (gray) experiments averaged over years 81–100.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
The fact that RT is 6 times larger than RC shows that the redistribution term is relatively much more important in the transport term of the temperature equation. To evaluate the absolute importance of redistribution for either temperature or carbon transport we must estimate the υ′/υ0 ratio. One way to do this is to take the square root of the ratio of total ocean perturbation and control circulation kinetic energies. This gives υ′/υ0 ~ 0.3 and, using (3), RT ~ 3.6 and RC ~ 0.6. Redistribution transport dominates the perturbation temperature transport but is less important, although not negligible, for carbon. Transient tracers such as CFCs or bomb 14C have redistribution numbers of zero since they did not exist in the preindustrial ocean. In terms of the relative importance of redistribution transport, carbon is closer to these transient tracers than it is to temperature.
To complete the scale analysis of (1), we note that the terms T0/T′ and C0/C′ scale the ratios of the redistribution term to the higher-order terms (the third terms on the right side). The values given in (3) indicate that υ′T′ is about one-twelfth and υ′C′ about one-half of their corresponding redistribution terms. Summarizing these scales, the redistribution, fixed-current transport, and higher-order terms are in rough proportions of 1:0.3:0.1 for temperature and 1:1.6:0.5 for carbon. The dominance of the redistribution term in the perturbation temperature equation is an important consideration when comparing simulated and observed ocean heat storage. The scaling here suggests that circulation changes should leave fingerprints on the observed pattern.
A more direct way to compare the heat and carbon redistribution terms that gives insight into the global nature of the redistribution is depicted in the top panel of Fig. 5. Here the northward redistribution transports in (1) are roughly estimated by applying the meridional velocity changes, averaged over years 81–100, to the control climate temperatures and DIC values. These estimates are then divided by their respective global net surface fluxes to obtain nondimensional quantities for comparison. The estimated redistribution transport of heat is seen to be of the same order as the perturbation surface flux while that of carbon is an order of magnitude smaller. Consistent with the above scaling analysis, circulation changes induce a much larger scaled heat transport than carbon transport. The redistribution heat transport shows large divergences poleward of 40° north and south and a large convergence near the equator. The divergence of heat out of northern subpolar regions is caused by the weakening of the AMOC (Rugenstein et al. 2013). A similar feature in the south is associated with large changes in both the overturning and barotropic flow linked to a strengthening and poleward shifting of the westerlies and reduced Antarctic Bottom Water formation. Cai et al. (2010) and Farneti et al. (2010) discuss the warming in this band as a response to anthropogenic wind stress changes. The redistribution convergence of heat near the equator is due to reduced tropical upwelling as described by Gnanadesikan et al. (2007). This feature is associated with tropical warming, in and below the thermocline, in all three ocean basins. The dominant feature of the carbon redistribution transport is equatorial divergence due to reduced upwelling of carbon-rich water.

(top) Northward redistribution transport of heat and carbon normalized by their respective net surface fluxes. (bottom) Northward redistribution transport of heat (÷3) and downward surface heat flux difference between free-current and fixed-current experiments integrated from southern boundary.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1

(top) Northward redistribution transport of heat and carbon normalized by their respective net surface fluxes. (bottom) Northward redistribution transport of heat (÷3) and downward surface heat flux difference between free-current and fixed-current experiments integrated from southern boundary.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
(top) Northward redistribution transport of heat and carbon normalized by their respective net surface fluxes. (bottom) Northward redistribution transport of heat (÷3) and downward surface heat flux difference between free-current and fixed-current experiments integrated from southern boundary.
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
4. Surface fluxes and climate response
In addition to redistributing heat storage, circulation changes alter the distribution of surface heat fluxes. Table 1 lists downward surface heat flux perturbations at high and low latitudes for the two experiments. About one-half of the heat uptake occurs between 40°S and 40°N in the fixed current experiment but this is reduced to about one-fourth when ocean circulation is allowed to respond. The difference between the free- and fixed-current runs shows that heat uptake is reduced at low latitudes and increased at high latitudes, particularly in the north, as a result of circulation changes. This shift is a response to the redistribution heat transport. Part of the redistribution transport results in storage changes or is counteracted by other transports. However, a substantial fraction of the redistribution transport is uncompensated by these factors and drives the surface flux changes evident in Table 1. The lower panel of Fig. 5 compares the northward redistribution heat transport (divided by 3, for comparison purposes) to the surface flux difference between the free- and fixed current runs integrated from the southern boundary. Coincidence of these curves would indicate that one-third of the redistribution transport divergence is compensated by surface flux change. The closeness of the comparison supports the role of the redistribution heat transport as a driver of surface heat uptake redistribution from low to high latitudes.
Heat uptake (year 81–100 mean) by region in free-current and fixed-current experiments (1015 W).


This meridional shift of heat uptake induced by ocean circulation changes has a significant impact on the broad patterns of SST change. Figure 6 shows the SST change for fixed- and free-current experiments. The fixed-current pattern has substantially greater warming at subpolar latitudes in both hemispheres, particularly in the North Atlantic where the patch of SST cooling associated with AMOC weakening is replaced by a weak minimum in warming. Deep mixed layers that are maintained with fixed currents produce only a modest dilution of the surface warming in this region. The warming impact of maintained circulation on high northern latitudes is consistent with the comparison by Rugenstein et al. (2013) of climate change in models with large and small AMOC declines. That study showed that the models with large declines had reduced high northern latitude warming due to the reduced transport of heat by the AMOC into this region, which increased ocean heat uptake there.

Surface temperature change (year 81–100 mean) for (left) specified climatological currents and (right) freely evolving currents experiments (K).
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1

Surface temperature change (year 81–100 mean) for (left) specified climatological currents and (right) freely evolving currents experiments (K).
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
Surface temperature change (year 81–100 mean) for (left) specified climatological currents and (right) freely evolving currents experiments (K).
Citation: Journal of Climate 26, 7; 10.1175/JCLI-D-12-00296.1
At lower latitudes the fixed-current pattern has broad Northern Hemisphere amplification while the free-current pattern has a band of enhanced warming along the equator. A robust enhanced equatorial response in climate change experiments was first noted by Liu et al. (2005). The pattern appears in both transient and equilibrium responses of GFDL CM2.1, which is closely related to ESM2M (Xie et al. 2010). The fixed-current experiment shows that ocean circulation changes are necessary for the appearance of this pattern in the transient response. Hints of the enhanced equatorial response can be seen in the fixed-current SST change but they are embedded in a broader reduction in warming due to maintenance of deep upwelling in this experiment.
We have examined the patterns of heat and carbon storage and SST change. Now we assess the impact of circulation changes on the overall magnitude of climate change as indexed by the global mean surface temperature. The experimental design we have used, with specified atmospheric CO2 concentrations, forces us to make the assessment of the influence of carbon uptake indirectly. We can gauge the impact of the ocean circulation through carbon by calculating the impact the differential uptake would have on atmospheric CO2 levels, had it remained in the atmosphere, and from there on radiative forcing.
The ocean carbon storage is 16.9 Pg less in the free-current experiment relative to the fixed-current case in the year 81–100 average. If this carbon had all remained in the atmosphere, the pCO2 would have been increased by 8 ppm above the actual value of about 700 ppm at nominal year 90. Thus the additional increase from ocean circulation change is a little over 1%. This amounts to one year of radiative forcing increase in this 1% yr−1 CO2 increase experiment. Since 90 years of these increases sum to the year 81–100 average forcing, the additional radiative forcing from reduced carbon uptake would be relatively very small. This is consistent with Friedlingstein et al. (2006). Based on the results of 11 different carbon cycle–climate models, they found that the ocean uptake is reduced by about 20 Pg K−1 due to climate change. With the 2-K warming in ESM2M this feedback would reduce carbon uptake by about 40 Pg and increases radiative forcing by 2%–3%.


Evaluation of transient climate response (year 81–100 mean) using Eq. (5): temperature change ΔT (K), in terms of radiative forcing F (W m−2), equilibrium climate feedback parameter λ (W m−2 K−1), ocean heat uptake efficacy ɛ, and ocean heat uptake N (W m−2).




Equation (5) is used to diagnose efficacy from radiative forcing, heat uptake, and transient and equilibrium warming. The terms in (5) for the fixed- and free-current experiments are listed in Table 2. In the fixed-current case, the efficacy is 1 indicating that the heat uptake has the same influence on surface temperature as CO2 forcing. The increase in efficacy from 1 to 1.6 that occurs when currents are free to respond is consistent with the shift in heat uptake from low to high latitudes discussed earlier and the sensitivity study of Hansen et al. (1997) showing that such a shift should increase efficacy. Summarizing, it is the shift in location of heat uptake to regions of greater sensitivity rather than a change in heat uptake magnitude that gives the ocean circulation response its large mitigating influence on transient global warming.
5. Conclusions
In this study we have evaluated the influence of changing ocean currents on climate change by comparing an ESM’s response to increased CO2 with and without an ocean circulation response. Inhibiting the ocean circulation response by specifying a seasonally varying climatology of currents had a much larger influence on the heat storage pattern than on the carbon storage pattern. Heat storage without circulation changes resembled carbon storage (either with or without circulation changes) more than it resembled the heat storage when currents are allowed to respond. This result was shown to be due to the larger magnitude of the redistribution transport—the change in transport due to circulation anomalies acting on control climate gradients—for heat than for carbon.
The overall uptake of heat and carbon were slightly reduced when currents were allowed to respond potentially giving circulation changes an additional warming effect. However, the impact of the reduced carbon uptake on radiative forcing was estimated to be minimal while the redistribution heat transport shifted heat uptake from low to high latitudes increasing its cooling power. Consequently, global warming was significantly reduced by circulation changes. Circulation changes also shifted the pattern of warming from broad Northern Hemisphere amplification to a more structured pattern with reduced warming at subpolar latitudes and enhanced warming near the equator.
Since ocean circulation response varies among climate models and, as was shown here, influences the transient response, it contributes some of the uncertainty in that response. Although we have demonstrated that the circulation response induces large changes in the surface temperature response in GFDL ESM2M, it remains to be seen how influential the differences in circulation responses between models are on their surface temperature response differences. Rugenstein et al. (2013) argue that differences in the AMOC weakening simulation significantly affect the warming at high northern latitudes. Should the circulation influence prove to be more generally significant, the pattern of heat storage, which we have argued fingerprints the circulation response, should place an observational constraint on that influence. This approach represents a pathway to reduced uncertainty with distinctly different opportunities for progress than those for resolving uncertainties in radiative feedbacks since it involves observation of a slowly varying component of the climate system.
Acknowledgments
The authors thank John Dunne, Isaac Held, Geoff Vallis, Zhengyu Liu, and two anonymous reviewers for helpful reviews of the manuscript.
REFERENCES
Banks, H. T., and J. M. Gregory, 2006: Mechanisms of ocean heat uptake in a coupled climate model and the implications for tracer based predictions of ocean heat uptake. Geophys. Res. Lett., 33, L07608, doi:10.1029/2005GL025352.
Cai, W., T. Cowan, S. Godfrey, and S. Wijffels, 2010: Simulations of processes associated with the fast warming rate of the southern midlatitude ocean. J. Climate, 23, 197–206.
Cubasch, U., and Coauthors, 2001: Projections of future climate change. Climate Change 2001: The Scientific Basis. J. G. Houghton et al., Eds., Cambridge University Press, 525–582.
Delworth, T. L., and Coauthors, 2006: GFDL’s CM2 global coupled climate models. Part I: Formulation and simulation characteristics. J. Climate, 19, 643–674.
Dunne, J. P., and Coauthors, 2012: GFDL’s ESM2 global coupled climate–carbon earth system models. Part I: Physical formulation and baseline simulation characteristics. J. Climate, 25, 6646–6665.
Dunne, J. P., and Coauthors, 2013: GFDL’s ESM2 global coupled climate–carbon earth system models. Part II: Carbon system formulation and baseline simulation characteristics. J. Climate,26, 2247–2267.
Farneti, R., and P. R. Gent, 2011: The effects of the eddy-induced advection coefficient in a coarse-resolution coupled climate model. Ocean Modell., 39, 135–145, doi:10.1016/j.ocemod.2011.02.005.
Farneti, R., T. L. Delworth, A. Rosati, S. M. Griffies, and F. Zeng, 2010: The role of mesoscale eddies in the rectification of the Southern Ocean response to climate change. J. Phys. Oceanogr., 40, 1539–1557.
Friedlingstein, P., and Coauthors, 2006: Climate–carbon cycle feedback analysis: Results from the C4MIP model intercomparison. J. Climate, 19, 3337–3353.
Gnanadesikan, A., J. L. Russell, and F. Zeng, 2007: How does ocean ventilation change under global warming? Ocean Sci., 3, 43–53.
Hansen, J., and L. Nazarenko, 2004: Soot climate forcing via snow and ice albedos. Proc. Natl. Acad. Sci. USA, 101, 423–428, doi:10.1073/pnas.2237157100.
Hansen, J., M. Sato, and R. Ruedy, 1997: Radiative forcing and climate response. J. Geophys. Res., 102 (D6), 6831–6864.
Liu, Z., S. Varvus, F. He, N. Wen, and Y. Zhong, 2005: Rethinking tropical oceanic response to global warming: The enhanced equatorial warming. J. Climate, 18, 4684–4700.
Rugenstein, M. A. A., M. Winton, R. J. Stouffer, S. M. Griffies, and R. Hallberg, 2013: Northern high-latitude heat budget decomposition and transient warming. J. Climate, 26, 609–621.
Russell, J. L., K. W. Dixon, A. Gnanadesikan, R. J. Stouffer, and J. R. Toggweiler, 2006: The Southern Hemisphere westerlies in a warming world: Propping open the door to the deep ocean, J. Climate, 19, 6382–6390.
Solomon, S., D. Qin, M. Manning, M. Marquis, K. Averyt, M. M. B. Tignor, H. L. Miller Jr., and Z. Chen, Eds., 2007: Climate Change 2007: The Physical Science Basis. Cambridge University Press, 996 pp.
Stouffer, R. J., and Coauthors, 2006: GFDL’s CM2 global coupled climate models. Part IV: Idealized climate response. J. Climate, 19, 723–740.
Winton, M., 2003: On the climatic impact of ocean circulation. J. Climate, 16, 2875–2889.
Winton, M., K. Takahashi, and I. M. Held, 2010: Importance of ocean heat uptake efficacy to transient climate change. J. Climate, 23, 2333–2344.
Winton, M., A. Adcroft, S. M. Griffies, R. W. Hallberg, L. W. Horowitz, and R. J. Stouffer, 2013: Influence of ocean and atmosphere components on simulated climate sensitivities. J. Climate,26, 231–245.
Xie, P., and G. K. Vallis, 2012: The passive and active nature of ocean heat uptake in idealized climate change experiments. Climate Dyn., 38, 667–684, doi:10.1007/s00382-011-1063-8.
Xie, S.-P., C. Deser, G. A. Vecchi, J. Ma, H. Teng, and A. T. Wittenberg, 2010: Global warming pattern formation: Sea surface temperature and rainfall. J. Climate, 23, 966–986.
Zhang, R., 2008: Coherent surface-subsurface fingerprint of the Atlantic meridional overturning circulation. Geophys. Res. Lett., 35, L20705, doi:10.1029/2008GL035463.