Cautionary note on the use of genetic programming in statistical downscaling

• Main Authors: Sachindra, D. A., Ahmed, K., Shahid, S., Perera, B. J. C.
• Format: Article
• Published: John Wiley and Sons Inc. 2018
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/id/eprint/84692/; http://dx.doi.org/10.1002/joc.5508
• Institution: Universiti Teknologi Malaysia

The selection of inputs (predictors) to downscaling models is an important task in any statistical downscaling exercise. The selection of an appropriate set of predictors to a downscaling model enhances its generalization skills as such set of predictors can reliably explain the catchment-scale hydr...