L5: Future Climate Applications of Mixing Parameterisations in Earth-System Models

Principal investigators: Dr. Alexa Griesel (University of Hamburg), Dr. Friederike Pollmann (University of Hamburg)

The objectives of subproject L5 are to apply the internal wave model IDEMIX (Internal Wave Dissipation, Energy and Mixing, see also subproject W4), which allows us to parameterize wave-induced turbulent mixing in an energetically consistent way, in climate states that differ substantially from today’s. In these conditions, parameterizations of unresolved processes (like the small-scale mixing induced by breaking internal gravity waves) should not involve constants determined from present-day observations. Instead, energetically consistent parameterizations, which are based on the underlying physics alone and whose development is at the core of the TRR 181, become crucially important. Subproject L5 applies the consistent IDEMIX closure in different climate states and explores how the parameterized small-scale mixing, the modeled ocean circulation, and the modeled biogeochemical cycles are affected.

Fig. 1: Idealized schematic of the ocean’s circulation in today’s (upper) and the two past (middle and lower) climate states analyzed in phase 2.

Phase-2 work focused on the past, targeting two distinct periods in Earth’s history: First, the Last Glacial Maximum (LGM; 19,000-21,000 years before present), with a climate colder than today’s, an increased temperature differences between the equator and the poles, a sea level lower by about 130 m, and a weaker ventilation of the deep ocean compared to today. Second, the Mid-Cretaceous (more precisely, the Cenomanian-Turonian boundary, approximately 94 million years ago), with a substantially warmer climate than today and sea levels higher by at least 100 m. These sea level changes affect where internal waves can form and where they can break and mix, and such shifts in the locations of mixing hot spots might affect the large-scale overturning circulation of the ocean as well as biogeochemical cycles (see fig. 1). Our main results are presented under „Phase 2“.

In phase 3 we now turn our focus to the future: We will consider the extreme scenario of completely melting the Earth’s main ice sheets, the Greenland ice sheet and the Westantarctic ice sheet. In collaboration with Dr. Sophie-Berenice Wilmes (Bangor University), who investigated with her collaborators the impact of this extreme climate state with higher sea levels and changed shorelines on the global tides (Wilmes et al., 2017), we will explore how these changes in turn affect internal wave generation, propagation, and dissipation and analyze the ramifications for large-scale ocean dynamics with the consistent IDEMIX closure.

In phase 2, subproject L5 has focused on applying the consistent IDEMIX closure for wave-driven mixing in two different climate states of the past, the Last Glacial Maximum and the Mid-Cretaceous. Fig. 1 of the „Objectives“ section illustrates how the deep circulation and the sea level changed in these periods compared to today’s climate.

The Last Glacial Maximum (LGM; 19,000-21,000 years before present) is characterized by a large ice sheet cover of northern Europe, America and Asia, a colder climate and approximately 130 m lower sea levels. The latter implies that the continental shelves, where in today’s climate a notable fraction of tidal energy dissipates, were exposed and the tidally driven mixing was shifted toward the open ocean.

The section along 30°W (fig. 1) illustrates ho w IDEMIX increases the vertical diffusivity throughout the water column as already seen in earlier applications for today’s climate. The effect on the Atlantic meridional overturning circulation (AMOC) is to weaken its upper cell while strengthening the lower cell relative to today’s climate (fig. 2). Observational references are strongly limited for past climates. Instead, we need to rely on proxy data from paleo-archives like marine sediments or glacial ice cores. These indicate that the upper cell was indeed weaker during the LGM (e.g., Hesse et al., 2011, Menviel et al., 2012), indicating that IDEMIX improves the simulations. There is ambiguity in the proxy data about the strength of the lower cell, but some (e.g., Negre et al., 2010, Hesse et al., 2011) support the behavior predicted by IDEMIX.

Fig. 1: Vertical diffusivity along 30° W in LGM- simulations without (left) and with (right) the consistent IDEMIX closure for the parameterization of unresolved turbulent mixing by internal wave breaking.
Fig. 2: Time series of maximum strength of the Atlantic Meridional Overturning Circulation (AMOC) in Sverdrup (1 Sv = 1 million m3/s) in the LGM simulation and in the pre-industrial (PI) control run with and without IDEMIX.

The second time period in Earth’s history to be investigated with the state-of-the-art mixing parameterization IDEMIX is the Cenomanian-Turonian boundary (approximately 94 million years ago), characterized by the warmer climates of the  Mid-Cretaceous. Sea levels were at least 100 m higher than today, which implies that the continental shelves were flooded and the mixing hot spots might have shifted from the open ocean toward the continents, which had a vastly different configuration than today (figs 3).

The Community Earth System Model uses as default parameterization of tidally driven mixing the scheme of Simmons et al, 2004, building on the scaling laws of Jayne and St. Laurent (2001). The recommendation for deep time simulations is to switch it off entirely because several present-day features are hard-coded. Fig. 4 illustrates how these two options compare with the vertical diffusivity modeled by IDEMIX, which similar to present-day (e.g., Olbers & Eden, 2013; Brüggemann et al., 2024) and LGM-conditions increases the vertical diffusivity throughout the water column over rough bottom topography.

Fig. 3: Continent configuration and tidal dissipation (courtesy of Mattias Green) required to force the internal wave model IDEMIX for the Cenomanian-Turonian boundary (approximately 94 million years ago).
Fig. 4: Preliminary results (simulation length is given at the bottom of each subplot) of vertical diffusivity along 63°S in the Mid-Cretaceous model simulations with (left) the standard approach of switching it off; (middle) the present-day compatible scheme of Simmons et al., 2004; and (right) the consistent IDEMIX closure.

References:

Brüggemann, N., Losch, M., Scholz, P., Pollmann, F., Danilov, S., Gutjahr, O., et al. (2024). Parameterized internal wave mixing in three ocean general circulation models. Journal of Advances in Modeling Earth Systems, 16, e2023MS003768.

doi.org/10.1029/2023MS003768

Hesse, T., Butzin, M., Bickert, T., and Lohmann, G. (2011), A model-data comparison of δ13C in the glacial Atlantic Ocean, Paleoceanography, 26, PA3220, doi:10.1029/2010PA002085.

agupubs.onlinelibrary.wiley.com/doi/10.1029/2010PA002085

Jayne, S. R., & St. Laurent, L. C. (2001). Parameterizing tidal dissipation over rough topography. Geophysical Research Letters, 28(5), 811–814.

https://doi.org/10.1029/2000GL012044

Menviel, L., Yu, J., Joos, F., Mouchet, A., Meissner, K. J., and England, M. H. (2017), Poorly ventilated deep ocean at the Last Glacial Maximum inferred from carbon isotopes: A data-model comparison study, Paleoceanography, 32, 2–17, doi:10.1002/2016PA003024.

agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2016PA003024

Negre, C., R. Zahn, R., Thomas, A. L., Masque, P., Henderson, G.M.,  Martinez‐Mendez, G., Hall, I. R., and Mas, J. L., (2010), Reversed flow of Atlantic deep water during the Last Glacial Maximum, Nature, 468, 84–88, doi:10.1038/nature09508.

Olbers, Dirk, and Carsten Eden. "A global model for the diapycnal diffusivity induced by internal gravity waves." Journal of Physical Oceanography 43.8 (2013): 1759-1779. doi.org/10.1175/JPO-D-12-0207.1

Simmons, H. L., Jayne, S. R., Laurent, L. C. S., & Weaver, A. J. (2004). Tidally driven mixing in a numerical model of the ocean general circulation. Ocean Modelling, 6(3–4), 245–263. doi.org/10.1016/s1463‐5003(03)00011‐8

Wilmes, S. B., Green, J. M., Gomez, N., Rippeth, T. P., & Lau, H. (2017). Global tidal impacts of large‐scale ice sheet collapses. Journal of Geophysical Research: Oceans, 122(11), 8354-8370.

doi.org/10.1002/2017JC013109

No reports available.
  • Brüggemann, N., Losch, M., Scholz, P., Pollmann, F., Danilov, S., Gutjahr, O., Jungclaus, J., Koldunov, N., Korn, P., Olbers, D., Eden, C. (2024). Parameterized Internal Wave Mixing in Three Ocean General Circulation Models. Journal of Advances in Modeling Earth Systems, 16, e2023MS003768. doi: https://doi.org/10.1029/2023MS003768

  • Olbers D., Eden, C., E. Becker, Pollmann, F. & Jungclaus, J. (2019). The IDEMIX model: Parameterization of internal gravity waves for circulation models of ocean and atmosphere. Energy Transfers in Atmosphere and Ocean, 87-125, doi: https://doi.org/10.1007/978-3-030-05704-6_3