Statistical downscaling of precipitation using machine learning techniques

• Main Authors: Sachindra, D. A., Ahmed, K., Rashid, Md. Mamunur, Shahid, S., Perera, B. J. C.
• Format: Article
• Published: Elsevier Ltd 2018
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/id/eprint/84446/; http://dx.doi.org/10.1016/j.atmosres.2018.05.022
• Institution: Universiti Teknologi Malaysia

Statistical models were developed for downscaling reanalysis data to monthly precipitation at 48 observation stations scattered across the Australian State of Victoria belonging to wet, intermediate and dry climate regimes. Downscaling models were calibrated over the period 1950–1991 and validated o...