Applications of Deep Learning to Ocean Data Inference and Subgrid Parameterization

What causes the spread of model projections of sea level change in response to greenhouse gas forcing?

Data Driven Equation Discovery of Ocean Mesoscale Closures

Oceanic stochastic parametrizations in a seasonal forecast system

Heat and carbon coupling reveals ocean warming patterns due to circulation changes

Data from Bronselaer and Zanna can be found here: https://zenodo.org/record/3981292#.X8xWkS2cYn0

The causes of sea-level rise since 1900

Attribution of North Atlantic surface temperature

Radiative effects of clouds and water vapor on the monsoon

Surface constraints on the depth of the Atlantic Meridional Overturning Circulation: Southern Ocean vs North Atlantic

Resolving and Parameterising the Ocean Mesoscale in Earth System Models