A combined downscaling-disaggregation weather generator for stochastic generation of multisite hourly weather variables over complex terrain: Development and multi-scale validation for the Upper Rhone River basin
Mezghani, A.; Hingray, B.
2009

Abstract

This paper presents a combined downscaling and disaggregation weather generator developed for multisite generation of hourly precipitation and temperature time series over complex terrain. Daily regional weather variables are first generated from Generalized Linear Models based on daily atmospheric circulation indices from NCEP reanalysis. They are then disaggregated to the required spatial and temporal scales using a K-nearest neighbour approach.

Details

Title A combined downscaling-disaggregation weather generator for stochastic generation of multisite hourly weather variables over complex terrain: Development and multi-scale validation for the Upper Rhone River basin
Author(s) Mezghani, A. ; Hingray, B.
Published in Journal Of Hydrology
Volume 377
Pages 245-260
Date 2009
Keywords
DOI https://doi.org/10.1016/j.jhydrol.2009.08.033
Other identifier(s) View record in Web of Science
Laboratories ECHO
Record Appears in Scientific production and competences > ENAC - School of Architecture, Civil and Environmental Engineering > IIE - Environmental Engineering Institute > ECHO - Laboratory of Ecohydrology
Peer-reviewed publications
Work produced at EPFL
Journal Articles
Published
Record creation date 2010-11-30

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