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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, <doi:10.1029/2009GL038401>. ; 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/, <doi:10.5194/nhess-12-2769-2012>.
Getting started
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Package details |
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| Author | Mathieu Vrac <mathieu.vrac@lsce.ipsl.fr> and Paul-Antoine Michelangeli <pam@climpact.com> |
| Maintainer | Mathieu Vrac <mathieu.vrac@lsce.ipsl.fr> |
| License | GPL (>= 2) |
| Version | 1.2 |
| Package repository | View on CRAN |
| Installation |
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