extreme value analysis, storm surge, Southeast Asia, statistical model, return water level
Digital Object Identifier (DOI)
We present a methodology to reconstruct the daily maximum storm surge levels, obtained from tide gauges, based on the surrounding atmospheric conditions from an atmospheric reanalysis (20th Century Reanalysis—20CR). Tide gauge records in Southeast Asia are relatively short, so this area is often underrepresented in studies based on long observational records, and there are just a few studies that have analyzed storm surge trends, variability or return water levels (RWLs) from numerical models in this area. Here we develop, calibrate, and validate a multivariate linear regression model that relates the storm surge with the principal components of the local atmospheric conditions. This allows us to reconstruct storm surges for the 147 year 20CR period (1866–2012) and therefore to calculate more robust RWLs from the entire simulated data set and subsets thereof. RWLs are obtained by fitting the monthly maxima values to the Generalize Extreme Value (GEV) distribution. We find an increase in the 50 year RWL from the second half of the 19th century to the present unrelated to mean sea level; this increase is less noticeable when comparing only recent periods. Therefore, further research is needed since there is evidence that atmospheric reanalyses can include spurious trends in the late 19th and early 20th. RWLs obtained from the statistical reconstruction are validated against the ones obtained from observations and from a numerical model. Agreements are generally higher when using surge levels from the statistical model, even before its calibration.
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Citation / Publisher Attribution
Journal of Geophysical Research: Oceans, v. 123, issue 1, p. 437-451
©2017. American Geophysical Union. All Rights Reserved.
Scholar Commons Citation
Cid, Alba; Wahl, Thomas; Chambers, Don P.; and Muis, Sanne, "Storm Surge Reconstruction and Return Water Level Estimation in Southeast Asia for the 20th Century" (2018). Marine Science Faculty Publications. 1398.