Examining the Regional Co-Variability of the Atmospheric Water and Energy Imbalances in Different Model Configurations—Linking Clouds and Circulation

Guy Dagan*, Philip Stier, Beth Dingley, Andrew I.L. Williams

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Scopus citations


Clouds are a key player in the global climate system, affecting the atmospheric water and energy budgets, and they are strongly coupled to the large-scale atmospheric circulation. Here, we examine the co-variability of the atmospheric energy and water budget imbalances in three different global model configurations–radiative-convective equilibrium, aqua-planet, and global simulations with land. The gradual increase in the level of complexity of the model configuration enables an investigation of the effects of rotation, meridional temperature gradient, land-sea contrast, and seasonal cycle on the co-variability of the water and energy imbalances. We demonstrate how this co-variability is linked to both the large-scale tropical atmospheric circulation and to cloud properties. Hence, we propose a co-variability-based framework that connects cloud properties to the large-scale tropical circulation and climate system and is directly linked to the top-down constrains on the system—the water and energy budgets. In addition, we examine how the water and energy budget imbalances co-variability depends on the temporal averaging scale, and explain its dependency on how stationary the circulation is in the different model configurations. Finally, we demonstrate the effect of an idealized global warming and convective aggregation on this co-variability.

Original languageAmerican English
Article numbere2021MS002951
JournalJournal of Advances in Modeling Earth Systems
Issue number6
StatePublished - Jun 2022

Bibliographical note

Funding Information:
This paper was supported by the Israeli Science Foundation Grant (1419/21). G. Dagan and P. Stier. were also supported by the European Research Council (ERC) project constRaining the EffeCts of Aerosols on Precipitation (RECAP) under the European Union's Horizon 2020 research and innovation programme with grant agreement no. 724602. P. Stier additionally acknowledges funding from the FORCeS project under the European Union's Horizon 2020 research program with grant agreement 821205. B. Dingley acknowledges funding from the Natural Environment Research Council (NERC), Oxford DTP, Award NE/L002612/1. A. I. L. Williams. acknowledges funding from the NERC, Oxford DTP, Award NE/S007474/1. The simulations were performed using the ARCHER UK National Supercomputing Service.

Publisher Copyright:
© 2022 The Authors. Journal of Advances in Modeling Earth Systems published by Wiley Periodicals LLC on behalf of American Geophysical Union.


  • circulation
  • climate change
  • clouds
  • energy budget
  • tropics
  • water budget


Dive into the research topics of 'Examining the Regional Co-Variability of the Atmospheric Water and Energy Imbalances in Different Model Configurations—Linking Clouds and Circulation'. Together they form a unique fingerprint.

Cite this