Abstract

A causal link has been invoked between inter-hemispheric albedo, cross-equatorial energy transport and the double-Intertropical Convergence Zone (ITCZ) bias in climate models. Southern Ocean cloud biases are a major determinant of inter-hemispheric albedo biases in many models, including HadGEM2-ES, a fully coupled model with a dynamical ocean. In this study, targeted albedo corrections are applied in the Southern Ocean to explore the dynamical response to artificially reducing these biases. The Southern Hemisphere jet increases in strength in response to the increased tropical-extratropical temperature gradient, with increased energy transport into the mid-latitudes in the atmosphere, but no improvement is observed in the double-ITCZ bias or atmospheric cross-equatorial energy transport, a finding which supports other recent work. The majority of the adjustment in energy transport in the tropics is achieved in the ocean, with the response further limited to the Pacific Ocean. As a result, the frequently argued teleconnection between the Southern Ocean and tropical precipitation biases is muted. Further experiments in which tropical longwave biases are also reduced do not yield improvement in the representation of the tropical atmosphere. These results suggest that the dramatic improvements in tropical precipitation that have been shown in previous studies may be a function of the lack of dynamical ocean and/or the simplified hemispheric albedo bias corrections applied in that work. It further suggests that efforts to correct the double ITCZ problem in coupled models that focus on large-scale energetic controls will prove fruitless without improvements in the representation of atmospheric processes.

Highlights

  • Many global climate models (GCMs) exhibit considerable biases in the representation of the observed hemispheric albedo symmetry (Voigt et al 2014b; Loeb et al 2015), leading to associated biases in cross-equatorial energy transport

  • The mechanism for this relationship is that a warmer Southern Hemisphere atmosphere increases northward atmospheric energy transport at the equator and leads to a southward shift in the location of maximum tropical precipitation associated with the Intertropical Convergence Zone (ITCZ)

  • A clear, large underestimate of outgoing shortwave radiation can be seen in the Southern Ocean, which is typical of the current generation of GCMs (Li et al 2013, Figure 11; Kay et al 2016) and are associated with too little cloud cover around extratropical cyclones (Bodas-Salcedo et al 2012)

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Summary

Introduction

Many global climate models (GCMs) exhibit considerable biases in the representation of the observed hemispheric albedo symmetry (Voigt et al 2014b; Loeb et al 2015), leading to associated biases in cross-equatorial energy transport. These biases have persisted in many generations of GCMs (Hwang and Frierson 2013; Zhang et al 2015). The model has been shown to accurately reproduce observed surface temperatures (Collins et al 2011) but exhibits biases in the Southern Ocean (BodasSalcedo et al 2012), hemispheric albedo, cross-equatorial energy transport and the ITCZ (Haywood et al 2016). Biases in the TOA longwave are related to cloud biases, with too much outgoing longwave where monsoon cloud cover is underestimated and errors associated with the location of the ITCZ and South Pacific Convergence Zone (SPCZ)

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