Southern Ocean climate model bias

Clouds can warm or cool the planet’s surface, a radiative effect that contributes greatly to the global energy budget and can be altered by human-caused pollution. The Southern Ocean is far from human pollution but subject to abundant marine gases and aerosols. It is about 80% covered by clouds. 

Early general circulation models

Climate is made by the general circulation of the atmosphere and the global pattern of air movements. Many meteorologists believed that shifts in this pattern were the main cause of climate change. 

Exascale Earth simulations

The Earth is a complex system  of interactions between the atmosphere, oceans, land and ice. Simulating the dynamics of these systems has proven to be just as complex. Now, Earth system models are able to simulate variations in Earth systems and anticipate decade-scale changes.

AI extreme heatwave forecast

Because of the impact of extreme heat waves on society and biodiversity, their study is a key challenge. Physics applied weather forecast systems or climate models can be used to forecast their occurrence or predict their probability.

Landscape contrast affects weather

Environmental engineers at Duke University have demonstrated that sharp contrasts in relatively small land features play a substantial role in local weather developments, which can in turn influence larger climate trends.

AI hurricane prediction

Forecasting models help us predict when, where and how strongly hurricanes may strike. But such rapid intensification, can elude the predictions of even the best models. Accurately predicting when these violent storms surge and strengthen is an uncertainty within the hurricane forecasting community.