Reconstructing the ocean's interior from surface data


The python program is available from popy (github.com/jinbo/popy). You can find a tutorial here.
Radiating Instabilities



The influence of a large-scale flow on the radiating instability of an eastern boundary current

On the warm bias over the upwelling regions along subtropical eastern boundaries in climate models
Coastal upwelling along eastern boundaries of subtropical ocean basins
plays an important role in both regional and global climate. Cold sea
surface temperatures (SST) induced by the coastal upwelling favor
the formation of stratocumulus clouds, which influence the earth's
radiation budget by reflecting shortwave radiation. Cold SSTs along
the eastern boundaries of subtropical ocean basins act to enhance the tropical inter-hemispheric SST gradient,
which influences the meridional migration of the Inter-tropical Convergence Zone (ITCZ) over both the Pacific and Atlantic.
Meridional migrations of the ITCZ have broad impacts on the rainfall over tropical oceans and adjacent continents.
However, current couple climate models can not correctly simulate the regional climate over the upwelling regions, and produce a common warm bias that can exceed $3^oC$ and extend about three hundred kilometers offshore and several thousand kilometers along the coast.
The warm biases are caused by air-sea coupled processes. I investigated the problem from an oceanic perspective, which has been overlooked in previous studies. By comparing a set of numerical simulations using the MITgcm, I found that the entrainment cooling by coastal upwelling is nonlinearly related to the amplitude of upwelling velocity, which is further related to the model horizontal resolution. A simple parameterization scheme is proposed to increase the upwelling cooling by reducing vertical diffusivity in the model grid adjacent to the boundary.
Wang J., (2008): On the warm bias along the South-West African Coast in coupled models: an oceanic perspective. M.S. thesis, MIT/WHOI Joint Program in Oceanography.
However, current couple climate models can not correctly simulate the regional climate over the upwelling regions, and produce a common warm bias that can exceed $3^oC$ and extend about three hundred kilometers offshore and several thousand kilometers along the coast.
The warm biases are caused by air-sea coupled processes. I investigated the problem from an oceanic perspective, which has been overlooked in previous studies. By comparing a set of numerical simulations using the MITgcm, I found that the entrainment cooling by coastal upwelling is nonlinearly related to the amplitude of upwelling velocity, which is further related to the model horizontal resolution. A simple parameterization scheme is proposed to increase the upwelling cooling by reducing vertical diffusivity in the model grid adjacent to the boundary.