Improved winter data coverage of the Southern Ocean CO2 sink from extrapolation of summertime observations

Abstract

Uncertainties in the CO2 flux in the Southern Ocean, produced by a lack of direct wintertime observations, can be addressed by a combination of pseudo observations and neural network machine learning-based mapping.