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What should we do when a model crashes? Recommendations for global sensitivity analysis of Earth and environmental systems models

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Figure

Figure 2. The Nottawasaga River basin in southern Ontario, Canada(adapted from Sheikholeslami et al., 2019, with permission fromElsevier; license number: 4664891206213).
Table 1. HBV-SASK model parameters and their feasible ranges used in this study. For information on the full parameter set, refer to Razaviet al
Figure 4. Comparison of the proposed crash-handling strategies in a sensitivity analysis of the HBV-SASK model using the STAR-VARSin this plot
Figure 7. Comparison of the crash-handling strategies in estimating the parameter rankings for the HBV-SASK model using the STAR-VARS algorithm when the ratio of failure was (a) 5 %, (b) 10 %, (c) 15 %, and (d) 20 %
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