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Tuning GENIE earth system model components using a Grid enabled data management system

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Figure

Table 2: Parameters varied in the c-GOLDSTEIN climate model. The Min and Max columns define the valid ranges of the parameter values
Figure 3: a)  The atmospheric transport scaling factor is tuned by minimising the RMS error and b) the RMS error function is (contour) mapped as a function of atmospheric diffusivity and the CO2 concentration
Figure 4: Parameter values for the 30 best points found by the Genetic Algorithm. The true optimal values for the function are indicated by the truth lines
Figure 6:  cGOLDSTEIN optimisation trace history. RMS Error statistic derived by comparing the model state with NCEP data

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