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CDFt: Downscaling and Bias Correction via Non-Parametric CDF-Transform

Statistical downscaling and bias correction (model output statistics) method based on cumulative distribution functions (CDF) transformation. See Michelangeli, Vrac, Loukos (2009) Probabilistic downscaling approaches: Application to wind cumulative distribution functions. Geophysical Research Letters, 36, L11708, &lt;<a href="https://doi.org/10.1029%2F2009GL038401" target="_top">doi:10.1029/2009GL038401</a>&gt;. ; and Vrac, Drobinski, Merlo, Herrmann, Lavaysse, Li, Somot (2012) Dynamical and statistical downscaling of the French Mediterranean climate: uncertainty assessment. Nat. Hazards Earth Syst. Sci., 12, 2769-2784, www.nat-hazards-earth-syst-sci.net/12/2769/2012/, &lt;<a href="https://doi.org/10.5194%2Fnhess-12-2769-2012" target="_top">doi:10.5194/nhess-12-2769-2012</a>&gt;.



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CDFt: Downscaling and Bias Correction via Non-Parametric CDF-Transform

https://cran.r-project.org/package=CDFt

Statistical downscaling and bias correction (model output statistics) method based on cumulative distribution functions (CDF) transformation. See Michelangeli, Vrac, Loukos (2009) Probabilistic downscaling approaches: Application to wind cumulative distribution functions. Geophysical Research Letters, 36, L11708, &lt;<a href="https://doi.org/10.1029%2F2009GL038401" target="_top">doi:10.1029/2009GL038401</a>&gt;. ; and Vrac, Drobinski, Merlo, Herrmann, Lavaysse, Li, Somot (2012) Dynamical and statistical downscaling of the French Mediterranean climate: uncertainty assessment. Nat. Hazards Earth Syst. Sci., 12, 2769-2784, www.nat-hazards-earth-syst-sci.net/12/2769/2012/, &lt;<a href="https://doi.org/10.5194%2Fnhess-12-2769-2012" target="_top">doi:10.5194/nhess-12-2769-2012</a>&gt;.



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https://cran.r-project.org/package=CDFt

CDFt: Downscaling and Bias Correction via Non-Parametric CDF-Transform

Statistical downscaling and bias correction (model output statistics) method based on cumulative distribution functions (CDF) transformation. See Michelangeli, Vrac, Loukos (2009) Probabilistic downscaling approaches: Application to wind cumulative distribution functions. Geophysical Research Letters, 36, L11708, &lt;<a href="https://doi.org/10.1029%2F2009GL038401" target="_top">doi:10.1029/2009GL038401</a>&gt;. ; and Vrac, Drobinski, Merlo, Herrmann, Lavaysse, Li, Somot (2012) Dynamical and statistical downscaling of the French Mediterranean climate: uncertainty assessment. Nat. Hazards Earth Syst. Sci., 12, 2769-2784, www.nat-hazards-earth-syst-sci.net/12/2769/2012/, &lt;<a href="https://doi.org/10.5194%2Fnhess-12-2769-2012" target="_top">doi:10.5194/nhess-12-2769-2012</a>&gt;.

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      Statistical downscaling and bias correction (model output statistics) method based on cumulative distribution functions (CDF) transformation. See Michelangeli, Vrac, Loukos (2009) Probabilistic downscaling approaches: Application to wind cumulative distribution functions. Geophysical Research Letters, 36, L11708, &lt;<a href="https://doi.org/10.1029%2F2009GL038401" target="_top">doi:10.1029/2009GL038401</a>&gt;. ; and Vrac, Drobinski, Merlo, Herrmann, Lavaysse, Li, Somot (2012) Dynamical and statistical downscaling of the French Mediterranean climate: uncertainty assessment. Nat. Hazards Earth Syst. Sci., 12, 2769-2784, www.nat-hazards-earth-syst-sci.net/12/2769/2012/, &lt;<a href="https://doi.org/10.5194%2Fnhess-12-2769-2012" target="_top">doi:10.5194/nhess-12-2769-2012</a>&gt;.
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