Show simple item record

contributor authorNavarra, A.
contributor authorTribbia, J.
date accessioned2017-06-09T16:51:56Z
date available2017-06-09T16:51:56Z
date copyright2005/02/01
date issued2005
identifier issn0022-4928
identifier otherams-75536.pdf
identifier urihttp://onlinelibrary.yabesh.ir/handle/yetl/4217883
description abstractA new method is presented to detect the portion of variability connected between two climatic fields. The method is a realization of the Procrustes problem, and it is a generalization of methods for analysis of variance such as the singular value decomposition (SVD) or canonical correlation analysis (CCA). The Procrustes formulation offers a general framework to link together variance analysis methods, and regression methods, including as special cases SVD and CCA. Using this approach two fields can be divided into a subspace where variations of one field are connected to variations of the other field, the coupled manifold, and a subspace where variations are independent, the free manifold. The unified approach can be applied to prescribed SST experiments, in which case it recovers consistent results with other methods designed to identify the forced portion of variance, but it can now be extended also to the coupled case or to observations. Some examples from prescribed SST simulation experiments and observations are discussed.
publisherAmerican Meteorological Society
titleThe Coupled Manifold
typeJournal Paper
journal volume62
journal issue2
journal titleJournal of the Atmospheric Sciences
identifier doi10.1175/JAS-3345.1
journal fristpage310
journal lastpage330
treeJournal of the Atmospheric Sciences:;2005:;Volume( 062 ):;issue: 002
contenttypeFulltext


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record