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Giuseppe Mascaro

fixed. For given N val and N τ , steps 3 and 4 are repeated 10 times to characterize the sampling variability of the daily gauges. Overall, 10 × 10 × 8 × 10 = 8000 Monte Carlo iterations are performed. The application of the IDF models at ungauged sites (i.e., the N val validation gauges) involves the spatial interpolation of the model parameters (see Table 1 and section 3b ), which can be achieved with several techniques (see, e.g., Watkins et al. 2005 ). Since evaluating the performance

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