The value of independent component analysis in identifying climate processes

We find that ICA could make a useful contribution through the identification of the land based seasonal cycle and the ocean based seasonal cycle. These qualities mean that ICA may further prove a useful tool in the problem of identifying components of climate change signals from ensembles of multipl...

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Bibliographic Details
Main Author:	Kent, Michael
Other Authors:	Hewitson, Bruce
Format:	Dissertation
Language:	English
Published:	University of Cape Town 2015
Subjects:	Environmental and Geographical Science
Online Access:	http://hdl.handle.net/11427/11457

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spelling	ndltd-netd.ac.za-oai-union.ndltd.org-uct-oai-localhost-11427-114572020-10-06T05:11:07Z The value of independent component analysis in identifying climate processes Kent, Michael Hewitson, Bruce Stone, Dáithí Environmental and Geographical Science We find that ICA could make a useful contribution through the identification of the land based seasonal cycle and the ocean based seasonal cycle. These qualities mean that ICA may further prove a useful tool in the problem of identifying components of climate change signals from ensembles of multiple climate models. 2015-01-05T18:44:40Z 2015-01-05T18:44:40Z 2011 Master Thesis Masters MSc http://hdl.handle.net/11427/11457 eng application/pdf University of Cape Town Faculty of Science Department of Environmental and Geographical Science
collection	NDLTD
language	English
format	Dissertation
sources	NDLTD
topic	Environmental and Geographical Science
spellingShingle	Environmental and Geographical Science Kent, Michael The value of independent component analysis in identifying climate processes
description	We find that ICA could make a useful contribution through the identification of the land based seasonal cycle and the ocean based seasonal cycle. These qualities mean that ICA may further prove a useful tool in the problem of identifying components of climate change signals from ensembles of multiple climate models.
author2	Hewitson, Bruce
author_facet	Hewitson, Bruce Kent, Michael
author	Kent, Michael
author_sort	Kent, Michael
title	The value of independent component analysis in identifying climate processes
title_short	The value of independent component analysis in identifying climate processes
title_full	The value of independent component analysis in identifying climate processes
title_fullStr	The value of independent component analysis in identifying climate processes
title_full_unstemmed	The value of independent component analysis in identifying climate processes
title_sort	value of independent component analysis in identifying climate processes
publisher	University of Cape Town
publishDate	2015
url	http://hdl.handle.net/11427/11457
work_keys_str_mv	AT kentmichael thevalueofindependentcomponentanalysisinidentifyingclimateprocesses AT kentmichael valueofindependentcomponentanalysisinidentifyingclimateprocesses
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The value of independent component analysis in identifying climate processes

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