DocumentCode
3190753
Title
Spatio-Temporal Analysis of the Relationship between South American Precipitation Extremes and the El Niño Southern Oscillation
Author
Wu, Elizabeth ; Chawla, Sanjay
Author_Institution
Univ. of Sydney, Sydney
fYear
2007
fDate
28-31 Oct. 2007
Firstpage
685
Lastpage
692
Abstract
Understanding the spatial variability of precipitation extremes and their relationship to the El Nino Southern oscillation (ENSO) phenomenon is a valuable task since precipitation extremes are often related to natural disasters such as flooding. This study aims to evaluate and provide insight into the relationship between ENSO and the parameters of the extreme value distributions over South America for precipitation data between 1978-2004. The relationship between these values, as described by the global and local Moran I statistics, has been analysed against the Southern Oscillation Index (SOI), which is generally used as a mean sure of the intensity of ENSO at a given time. Through analysis, we are the first to show increased spatial dependence of the parameters of the extreme value distributions between regions during strong El Nino periods.
Keywords
El Nino Southern Oscillation; atmospheric precipitation; statistical analysis; El Nino Southern oscillation phenomenon; El Nino southern oscillation; Moran I statistics; South American precipitation extremes; Southern Oscillation Index; flooding; natural disasters; spatial variability; spatiotemporal analysis; Australia; Autocorrelation; Conferences; Data mining; Floods; Pareto analysis; Performance analysis; South America; Statistical analysis; Statistical distributions;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Mining Workshops, 2007. ICDM Workshops 2007. Seventh IEEE International Conference on
Conference_Location
Omaha, NE
Print_ISBN
978-0-7695-3019-2
Electronic_ISBN
978-0-7695-3033-8
Type
conf
DOI
10.1109/ICDMW.2007.102
Filename
4476742
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