Statistical downscaling of regional precipitation and temperature over southeast Australia based on self-organising maps

This paper presents a novel statistical downscaling method based on a non-linear classification technique known as self-organizing maps (SOMs) and has therefore been named SOM-SD. The relationship between large-scale atmospheric circulation and local-scale surface variable wasconstructed in a relati...

Full description

Bibliographic Details
Main Authors: Yin, C., Li, Y., Ye, W., Bornman, Janet, Yan, X.
Format: Journal Article
Published: Springer Wien 2011
Online Access:http://hdl.handle.net/20.500.11937/15340