Return to search

Variance Stabilization Revisited: A Case For Analysis Based On Data Pooling

The traditional approach to standardizing tree-ring time series is to divide raw ring widths by a
fitted curve. Although the derived ratios are conceptually elegant and have a more homogenous
variance through time than simple differences, residual heteroscedasticity associated with variance dependence on local mean ring width may remain. Incorrect inferences about climate forcing may result if this heteroscedasticity is not corrected for, or at least recognized (with appropriate caveats). A new variance stabilization method is proposed that specifically targets this source of heteroscedasticity. It is based on stabilizing the magnitude of differences from standardization curves to a common reference local mean ring width and uses data pooled from multiple radii. Application of the method to a multi-site kauri (Agathis australis (D. Don) Lindley) data set shows that (a) the heteroscedasticity issue addressed may be generic rather than radius-specific, at least for some species, (b) variance stabilization using pooled data works well for standardization curves of variable flexibility, (c) in the case of kauri, simple ratios do not appear to be significantly affected by this cause of heteroscedasticity, and (d) centennial-scale variance trends are highly sensitive to the analytical methods used to build tree-ring chronologies.

Identiferoai:union.ndltd.org:arizona.edu/oai:arizona.openrepository.com:10150/622607
Date07 1900
CreatorsFowler, A. M.
ContributorsSchool of Geography, Geology and Environmental Science, The University of Auckland
PublisherTree-Ring Society
Source SetsUniversity of Arizona
Languageen_US
Detected LanguageEnglish
TypeArticle, text
RightsCopyright © Tree-Ring Society. All rights reserved.
Relationhttp://www.treeringsociety.org

Page generated in 0.0019 seconds