Award Abstract # 2122042
A sea state dependent gas transfer formulation

NSF Org: OCE
Division Of Ocean Sciences
Recipient: THE TRUSTEES OF PRINCETON UNIVERSITY
Initial Amendment Date: July 27, 2021
Latest Amendment Date: July 27, 2021
Award Number: 2122042
Award Instrument: Standard Grant
Program Manager: Baris Uz
bmuz@nsf.gov
 (703)292-4557
OCE
 Division Of Ocean Sciences
GEO
 Directorate for Geosciences
Start Date: September 1, 2021
End Date: August 31, 2024 (Estimated)
Total Intended Award Amount: $413,843.00
Total Awarded Amount to Date: $413,843.00
Funds Obligated to Date: FY 2021 = $413,843.00
History of Investigator:
  • Luc Deike (Principal Investigator)
Recipient Sponsored Research Office: Princeton University
1 NASSAU HALL
PRINCETON
NJ  US  08544-2001
(609)258-3090
Sponsor Congressional District: 12
Primary Place of Performance: Princeton University
Guyot Hall
Princeton
NJ  US  08544-2020
Primary Place of Performance
Congressional District:
12
Unique Entity Identifier (UEI): NJ1YPQXQG7U5
Parent UEI:
NSF Program(s): PHYSICAL OCEANOGRAPHY,
Chemical Oceanography
Primary Program Source: 01002122DB NSF RESEARCH & RELATED ACTIVIT
Program Reference Code(s): 1610, 1670, 4444
Program Element Code(s): 161000, 167000
Award Agency Code: 4900
Fund Agency Code: 4900
Assistance Listing Number(s): 47.050

ABSTRACT

This project aims to produce a mechanistic formulation for air-sea gas fluxes, more accurate than empirical relationships currently used. It will develop and test a novel parameterization that fully accounts for the effects of sea-state, wind, and key physicochemical variables such as diffusivity, solubility and temperature on the bubble mediated gas exchange. This is novel as it spans all the scales relevant to the gas transfer problem, from the bubble scale, to the wave statistics at the ocean surface. The flux will be modelled through a sea-state dependent gas transfer velocity, within a unified framework for all gas species. The impact of key variables which are known to influence bubble mediated gas transfer, such as the bubble size distribution, bubble residence time, its dependence on salinity, viscosity and temperature, as well as the diffusivity and solubility of different gases are directly incorporated in the formulation. Better understanding and improved parameterizations of the gas transfer are necessary to better predict the associated global biogeochemical cycles of carbon dioxide, oxygen or dimethyl sulfide. Understanding how the wave field modulates the fluxes of these climate-relevant gases will lead to general improvements in climate and weather models and forecast. Since increased CO2 causes ocean acidification impacting shell-forming marine animals, and limitations in oxygen have broad ecological effects, improved parameterization of the exchange of these gases can help interpret existing observations, and might improve our understanding of local processes and their impact on ecosystems. The general framework to account for sea-state dependence is not limited to gas transfer but could be generalized to other type of fluxes as well. This project will expose undergraduate and graduate students at Princeton to these critical environmental challenges that require research on fundamental multi-phase flows, and promote the use of open-source methods through workshops and teaching activities.

This research promotes a general theoretical framework to account for the complex nature of wave breaking and air entrainment, a two-phase turbulent process, and the very large range of scales involved in the process, from wave statistics scales of order of km, O(1km), to wave breaking dynamics, O(1-10m), air entrainment, bubble generation and dissolution O(cm to m). Leveraging recent progress in wave modeling, a state-of-the-art wave model will be used to directly compute the breaking statistics, which will help investigate the role of the full wave complexity on the gas flux at high temporal and spatial resolution. Bubble contribution to air-sea gas exchange will be evaluated regionally and globally for various gases like carbon dioxide and dimethyl sulfide, and the formulation will be extended to low solubility gases such as oxygen by considering the bubble asymmetric contribution. Regions and seasons will be identified where capturing the wave field and associated storms is critical to represent field observations. Systematical comparisons of this modeling approach to recent and historical data sets will leverage the large effort by the air-sea interaction community in producing high quality field measurements. A consistent data set of global and regional gas transfer velocity will be produced, that will be used to develop a unified parameterization for the transfer of any gas, and which will be made available to the ocean and climate community, to be used in coupled wave-ocean-atmosphere and climate models. This should significantly reduce the uncertainties of air-sea gas exchange at moderate to high wind speeds in biogeochemical cycles.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH

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Deike, L. and Reichl, B. G. and Paulot, F. "A Mechanistic Sea Spray Generation Function Based on the Sea State and the Physics of Bubble Bursting" AGU Advances , v.3 , 2022 https://doi.org/10.1029/2022AV000750 Citation Details
Farsoiya, Palas Kumar and Magdelaine, Quentin and Antkowiak, Arnaud and Popinet, Stéphane and Deike, Luc "Direct numerical simulations of bubble-mediated gas transfer and dissolution in quiescent and turbulent flows" Journal of Fluid Mechanics , v.954 , 2023 https://doi.org/10.1017/jfm.2022.994 Citation Details
Farsoiya, Palas Kumar and Popinet, Stéphane and Deike, Luc "Bubble-mediated transfer of dilute gas in turbulence" Journal of Fluid Mechanics , v.920 , 2021 https://doi.org/10.1017/jfm.2021.447 Citation Details
Ruth, Daniel J. and Néel, Baptiste and Erinin, Martin A. and Mazzatenta, Megan and Jaquette, Robert and Veron, Fabrice and Deike, Luc "ThreeDimensional Measurements of Air Entrainment and Enhanced Bubble Transport During Wave Breaking" Geophysical Research Letters , v.49 , 2022 https://doi.org/10.1029/2022GL099436 Citation Details
Shaw, Daniel B and Li, Qi and Nunes, Janine K and Deike, Luc "Ocean emission of microplastic" PNAS Nexus , v.2 , 2023 https://doi.org/10.1093/pnasnexus/pgad296 Citation Details
Shin, Youngmi and Deike, Luc and Romero, Leonel "Modulation of BubbleMediated CO 2 Gas Transfer Due To WaveCurrent Interactions" Geophysical Research Letters , v.49 , 2022 https://doi.org/10.1029/2022GL100017 Citation Details
Wu, Jiarong and Popinet, Stéphane and Deike, Luc "Breaking wave field statistics with a multi-layer model" Journal of Fluid Mechanics , v.968 , 2023 https://doi.org/10.1017/jfm.2023.522 Citation Details
Zhou, Xiaohui and Reichl, Brandon G. and Romero, Leonel and Deike, Luc "A Sea State Dependent Gas Transfer Velocity for CO 2 Unifying Theory, Model, and Field Data" Earth and Space Science , v.10 , 2023 https://doi.org/10.1029/2023EA003237 Citation Details

PROJECT OUTCOMES REPORT

Disclaimer

This Project Outcomes Report for the General Public is displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed in this Report are those of the PI and do not necessarily reflect the views of the National Science Foundation; NSF has not approved or endorsed its content.

Bubble mediated gas exchange is a critical pathway for ocean-atmosphere exchange of carbon dioxide and low solubility gases such as oxygen, with profound implications for biogeochemical cycles and ecological systems. Bubble gas transfer has been shown as critical to understand low solubility gases (such as O2, noble gas, SF6) uptake during winter storms while contributing to high frequency variability at high wind speed for carbon dioxide.

 

From a process point of view, bubbles entrained by breaking waves can get squeezed and fully dissolve due to hydrostatic pressure, leading to an asymmetric flux contribution that only goes into the water column. Yet, ocean and climate models, as well as observation-based products, usually rely on wind-only air-sea flux formulations derived from carbon constraints that ignore the asymmetric nature of the bubble flux, contributing to discrepancies between estimates of oxygen inventories and their response to climate change. While theoretical framework and empirical parameterization have been proposed to describe the asymmetric flux, they lacked rigorous validations for a broad range of conditions (wind, waves, as well as gas solubility).

 

In this project, we develop a fundamental understanding of bubble mediated gas exchange, covering all relevant length scales, from individual bubble dynamics and gas exchange, to air entrainment by wave breaking, to large scale ocean patterns. We perform laboratory experiments and direct numerical simulations at the bubble and wave breaking scales and develop a theoretical framework to describe gas exchange. The framework is then implemented within a global wave model in order to estimate wind and wave dependent gas transfer velocity for carbon dioxide and other gases. The formulation is extensively validated against eddy covariance data sets for carbon dioxide. The gas transfer velocity is then implemented into a global ocean model coupled with biogeochemical cycle. Since the framework describes air entrainment by wave breaking and associated bubble size distribution, it can also be used to discuss and predict sea spray aerosols emissions by bubble bursting as a function of wind, waves and other ocean variables. We propose a new sea salt aerosol emission function, which is again tested globally, and adapt the work to microplastics emissions by bubble bursting.

 

Finally, we consider the role of bubbles squeezed by hydrostatic pressure to account for this specific pathway important for low solubility gases such as oxygen. We present combined evidence from theory, laboratory and field measurements to propose a universal formulation of gas exchange which we implement into a global ocean-biogeochemical model. We validate our wind-wave-bubble formulation leveraging recent noble gas supersaturation at high wind speed, and recent ARGO floats in wintertime in the Southern Ocean and show that we better reproduce observed in-situ oxygen concentrations in water mass formation regions – where air-sea exchange is high - than a commonly used wind-only formulation. We demonstrate that the asymmetric bubble flux is critical for evaluating air-sea fluxes of low solubility gases, with significant implications for our ability to predict future changes in ocean oxygen content, as well as estimations of ocean ventilation using noble gas tracers. This success is in large parts owed to our approach, which integrates evidence from multiple data sources in an original way. The proposed wind-wave-bubble formulation is easy to use (we provide the necessary formula and codes) and will have broad implications when estimating air-sea fluxes of gases critical to the climate system (CO2, O2, N2, N2O, noble gas, SF6) from observations and within ocean or climate models.

 


Last Modified: 10/16/2024
Modified by: Luc Deike

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