High-dimensional probabilistic dynamic models for global vegetation change and weather forecasting Theme(s): Advanced Computing, Atmosphere and Climate, Data Assimilation, Modelling Primary Supervisor: Dr Victor Elvira Institution: University of Edinburgh (School of Mathematics)