Parameterizing Isopycnal Mixing via Kinetic Energy Backscatter in an Eddy‐Permitting Ocean Model

Abstract Representing mesoscale turbulence in eddy‐permitting ocean models raises challenges for climate simulations; in such models, eddies and their associated energy and transport effects are resolved either marginally or only over parts of the domain. Kinetic energy backscatter parameterizations have recently shown promise as both a momentum and a buoyancy closure for partially resolved mesoscale turbulence—energizing eddies which can themselves maintain accurate large‐scale stratification by slumping steep isopycnals. However, it has not been systematically explored whether such backscatter parameterizations can also serve as a closure for tracer mixing along isopycnals. Here, we present simulations using GFDL‐MOM6 in an idealized basin‐scale configuration to assess whether isopycnal mixing is improved, at 1/2 and 1/4 eddy‐permitting resolutions, through the addition of a backscatter parameterization. We assess the representation of isopycnal mixing principally through diagnosing the three‐dimensional structure of isopycnal diffusivities via a multiple tracer inversion method. Isopycnal mixing via backscatter alone shows significant improvement and closely resembles a 1/32 eddy‐resolving simulation. Backscatter‐parameterized mixing also outperforms simulations with no mesoscale parameterization or with an isopycnal diffusion parameterization alone, with the latter damping the tracer signature of partially resolved eddy variability. Simulations that vary the magnitude of backscatter show that increases in isopycnal diffusivities largely track increases in eddy energy. Our results suggest that parameterizing backscatter can plausibly capture key mesoscale physics in a unified framework: the inverse cascade of kinetic energy, the slumping of steep isopycnals, and the along‐isopycnal mixing of tracers.

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Publication Details

Journal
Journal of Advances in Modeling Earth Systems
Published
2026-03-01
DOI
https://doi.org/10.1029/2025ms005497
Primary Topic
Oceanographic and Atmospheric Processes
Type
article
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article

Parameterizing Isopycnal Mixing via Kinetic Energy Backscatter in an Eddy‐Permitting Ocean Model

Laure Zanna, Wenda Zhang, Matthew Pudig, K. Shafer Smith
Journal of Advances in Modeling Earth Systems
Oceanographic and Atmospheric Processes
article

Parameterizing Isopycnal Mixing via Kinetic Energy Backscatter in an Eddy‐Permitting Ocean Model

Laure Zanna, Wenda Zhang, Matthew Pudig, K. Shafer Smith
article en

Abstract

Abstract Representing mesoscale turbulence in eddy‐permitting ocean models raises challenges for climate simulations; in such models, eddies and their associated energy and transport effects are resolved either marginally or only over parts of the domain. Kinetic energy backscatter parameterizations have recently shown promise as both a momentum and a buoyancy closure for partially resolved mesoscale turbulence—energizing eddies which can themselves maintain accurate large‐scale stratification by slumping steep isopycnals. However, it has not been systematically explored whether such backscatter parameterizations can also serve as a closure for tracer mixing along isopycnals. Here, we present simulations using GFDL‐MOM6 in an idealized basin‐scale configuration to assess whether isopycnal mixing is improved, at 1/2 and 1/4 eddy‐permitting resolutions, through the addition of a backscatter parameterization. We assess the representation of isopycnal mixing principally through diagnosing the three‐dimensional structure of isopycnal diffusivities via a multiple tracer inversion method. Isopycnal mixing via backscatter alone shows significant improvement and closely resembles a 1/32 eddy‐resolving simulation. Backscatter‐parameterized mixing also outperforms simulations with no mesoscale parameterization or with an isopycnal diffusion parameterization alone, with the latter damping the tracer signature of partially resolved eddy variability. Simulations that vary the magnitude of backscatter show that increases in isopycnal diffusivities largely track increases in eddy energy. Our results suggest that parameterizing backscatter can plausibly capture key mesoscale physics in a unified framework: the inverse cascade of kinetic energy, the slumping of steep isopycnals, and the along‐isopycnal mixing of tracers.

Journal of Advances in Modeling Earth SystemsVol. 18(3)
Princeton University (US), Courant Institute of Mathematical Sciences (US), Laoshan Laboratory, New York University (US)
Climate action
Openalex Percentile: Top 7%
Oceanographic and Atmospheric Processes
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