The value of independent component analysis in identifying climate processes

Master Thesis

2011

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University of Cape Town

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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.
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