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An Improved Bio-Physical Parameterization for Ocean Radiant Heating in Conditions of Near-Surface Stratification
Carson R Witte1, Ajit Subramaniam1, Christopher J Zappa1
1Lamont-Doherty Earth Observatory Columbia University New York NY United States.
Summary
A new ocean model parameterization accurately captures solar heating, accounting for phytoplankton. This improves predictions of sea surface temperature and ocean dynamics, especially in stratified waters.
Area of Science:
- Oceanography
- Atmospheric Science
- Radiative Transfer
Background:
- Solar heating is crucial for the ocean-atmosphere system.
- Phytoplankton concentration significantly alters ocean heating profiles.
- Existing models lack accurate, spectrally dependent parameterizations for near-surface stratification.
Purpose of the Study:
- Develop an improved, spectrally dependent parameterization for ocean radiant heating.
- Ensure accuracy in the upper ocean layers while maintaining computational simplicity.
- Validate the new parameterization using observational data.
Main Methods:
- Assembled observationally-validated physical modeling tools.
- Simplified tools into a new parameterization.
- Utilized spectroradiometer depth casts, hyperspectral radiometer deployments, and UAV-derived albedo for validation.
Main Results:
- Developed and validated a novel parameterization for ocean radiant heating.
- Demonstrated the impact of chlorophyll concentration on diurnal warm layer structure.
- The parameterization shows accuracy and quantifies uncertainty.
Conclusions:
- The new parameterization enhances modeling of sea surface temperature and diurnal warming.
- It allows for better prediction of freshwater lenses.
- This advancement improves ocean models without significant complexity increase.
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