A Fast and Physically Grounded Ocean Model for GCMs: The Dynamical Slab Ocean Model of the Generic-PCM (rev. 3423)
Siddharth Bhatnagar, Francis Codron, Ehouarn Millour, Emeline Bolmont, Maura Brunetti + 3 more
TLDR
A fast Dynamical Slab Ocean Model for GCMs accurately simulates ocean heat transport, enhancing exoplanet and paleoclimate studies with minimal computational cost.
Key contributions
- Incorporates Sverdrup balance for wind-driven Ekman transport.
- First application of Gent-McWilliams parameterisation for mesoscale eddies in a slab ocean model.
- Includes spectrally and thickness-dependent treatment of sea ice and snow albedo.
- Achieves realistic ocean heat transport profiles and climate properties with almost no additional computational cost.
Why it matters
Ocean heat transport is crucial for climate but often neglected in exoplanet GCMs due to cost. This model provides a breakthrough, enabling accurate, long-term simulations for exoplanet and paleoclimate research. It offers a powerful tool for exploring diverse planetary climates efficiently.
Original Abstract
Ocean dynamics are often sidelined in exoplanet climate studies due to the high computational cost of fully coupled atmosphere-ocean general circulation models (GCMs). However, ocean heat transport (OHT) can play a critical role in shaping the climate and observables of terrestrial planets. As a compromise, most exoplanet GCMs rely on slab ocean models without OHT. Here, we present an improved compromise - a fast and physically grounded dynamical slab ocean model, implemented in the Generic Planetary Climate Model (Generic-PCM). The model extends previous frameworks by incorporating a Sverdrup balance formulation for wind-driven Ekman transport, the first application of the Gent-McWilliams parameterisation of mesoscale eddies in a slab ocean model, and a spectrally and thickness-dependent treatment of sea ice and snow albedo. In aquaplanet simulations, enabling OHT produces substantial changes in both surface climate and atmospheric circulation, including cooler tropical sea surface temperatures, reduced sea ice, and the emergence of a double-banded equatorial precipitation pattern driven by Ekman-induced upwelling. The resulting OHT profiles show first-order agreement with fully coupled atmosphere-ocean GCMs. Applied to modern Earth, the model reproduces key large-scale climate properties, including a global mean surface temperature of 13°C (within 1°C of observations), planetary albedo of 0.32 (within 0.01), and sea ice extent with significantly reduced seasonal biases relative to simulations without OHT. Due to model parallelisation, these improvements are achieved at almost no additional computation cost compared to OHT-disabled simulations run over the same number of model years. This enables long integrations, making the model particularly well suited for exoplanet and paleoclimate studies where broad parameter exploration is essential.
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