“…Several approaches have been proposed so far, such as JPM-OS (Joint Probability Methods with Optimal Sampling, e.g., Resio, 2007;Toro et al, 2010) or the statistical-deterministic model of Emanuel et al (2006). They have been used successfully for storm surge assessment at local (Lin et al, 2010(Lin et al, , 2012, regional (Harper et al, 2009;Niedoroda et al, 2010) or even continental (Haigh et al, 2014) scales. In the present paper, we use the statistical-deterministic approach of Emanuel et al (2006), which provided good results for Guadeloupe in a previous study (Krien et al, 2015).…”