Articles | Volume 23, issue 7
https://doi.org/10.5194/nhess-23-2403-2023
https://doi.org/10.5194/nhess-23-2403-2023
Research article
 | 
05 Jul 2023
Research article |  | 05 Jul 2023

Bayesian hierarchical modelling of sea-level extremes in the Finnish coastal region

Olle Räty, Marko Laine, Ulpu Leijala, Jani Särkkä, and Milla M. Johansson

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Amante, C. and Eakins, B. W.: ETOPO1 1 Arc-Minute Global Relief Model: Procedures, Data Sources and Analysis, NOAA Technical Memorandum NESDIS NGDC-24, NOAA National Geophysical Data Center [data set], https://doi.org/10.7289/V5C8276M, 2009. a
Averkiev, A. S. and Klevannyy, K. A.: A case study of the impact of cyclonic trajectories on sea-level extremes in the Gulf of Finland, Cont. Shelf Res., 30, 707–714, 2010. a, b
Bardet, L., Duluc, C.-M., Rebour, V., and L'Her, J.: Regional frequency analysis of extreme storm surges along the French coast, Nat. Hazards Earth Syst. Sci., 11, 1627–1639, https://doi.org/10.5194/nhess-11-1627-2011, 2011. a
Bernardara, P., Andreewsky, M., and Benoit, M.: Application of regional frequency analysis to the estimation of extreme storm surges, J. Geophys. Res., 116, C02008, https://doi.org/10.1029/2010JC006229, 2011. a
Calafat, F. M. and Marcos, M.: Probabilistic reanalysis of storm surge extremes in Europe, P. Natl. Acad. Sci. USA, 117, 1877–1883, https://doi.org/10.1073/pnas.1913049117, 2020. a, b, c, d
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We studied annual maximum sea levels in the Finnish coastal region. Our aim was to better...
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