Events

Enhanced fire-prone weather and the resulting increase in fire activity under greenhouse gas warming can significantly disturb the local and global carbon budget. However, quantitative understanding of fire-induced carbon emissions […]

In this seminar I will describe recent and ongoing work from CSIRO’s “Modelling the earth system” group. Specifically, I describe the Climate ReAnalysis and Forecasting Ensemble (CAFÉ) system, it’s development […]

With many issues emerging in this global era, which cannot be solved by one country, such as climate change and pandemics, it is more important than ever for international cooperation […]

Compound extreme events refer to the simultaneous occurrence of two or more extreme weather phenomena, such as superimposed drought, heatwave, and fire. These events often cause more significant impacts on […]

Rapidly increasing carbon dioxide (CO₂) emissions over recent decades, coupled with the potential for further increases in the coming decades, have driven global efforts to remove and sequester carbon to […]

 We focus on the use of probabilistic and ensemble machine learning (ML) methods to facilitate the modeling of Earth system processes. The techniques we consider range from generative ML models […]