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

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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...

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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

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