Data driven analysis on the extreme wave statistics over an area

In this paper we analyse ocean wave crest statistics over different sized areas using data driven methods. We use second order numerical simulations to generate extreme crest data. We consider a simplistic Gumbel distribution fit as well as using a Random Forest Model to map the sea-state parameters...