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The stress value for dimensional downscaling was 0.06 (a) and 0.18 (b), respectively.
The number of three dimensions was chosen to keep the stress value for dimensional downscaling below the recommended threshold of 0.1 for an ideal preservation of the original distances between samples (Clarke 1993).
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For flow downscaling, the CFD code Code_Saturne is used to simulate each representative atmospheric state.
The resulting representative situations of those clusters are used to specify boundary conditions for flow downscaling over the heterogeneous SIRTA.
For this purpose, SDSM version 4.2 (Wilby and Dawson 2007) has been used for statistical downscaling.
The Simple Delta Method was used for statistical downscaling of the GCMs.
A high resolution regional climate model (PRECIS) was used for dynamic downscaling of the future wind speed over Ontario.
Three interpolation methods, IDW, spline and kriging, were employed in this study to assess their performance for RCM downscaling.
During the preliminary stage, numerous ANN models were tested to find the most effective network design for rainfall downscaling.
The aim of this application was to study the stability and applicability of WRF coupled with ANN for rainfall downscaling.
Note furthermore that this assumption is more problematic for precipitation downscaling (e.g., Maraun et al.
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