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Climate Extremes
Rare, high impact, statistically defined
Absolute threshold
Extremes are defined by a fixed threshold, impact relevant
Relative threshold
Defined by the tails of statistical distribution, not impact relevant
Extrapolation
Projection of current trends into the future
Analysis of cycles
Projection based on past cyclical behaviour: a degree of extrapolation too
Statistical forecasting
A statistical description based on past empirical data: mean, standard deviation, trend
Physical climate models and projections
Application of equations of motion of a fluid, and equations for surface changes
Climate model
Uses mathematical representations of physical laws to represent important processes in the climate system
Energy balance models
Representations of the Earth’s energy budget
Earth system models
Include representations of Earth’s geography, mode complex than EBM but many processes are still simplified
General Circulation models
Highest affordable resolution representation of 3D structure of winds and currents
Resolution
Can’t resolve the entire physics of the system
Computing power
Length of simulation, number of points, speed of processors
Parameterisation schemes
Representation of unresolved processes