Application of an unsupervised clustering method for classification of wind-sea and swell (Datasets and Scripts)

This repository contains the data and example scripts used to generate the figures for the publication “Application of an unsupervised clustering method for classification of wind-sea and swell.” Due to size limitations and copyright restrictions, the hindcast data used for training are not included. However, any comparable hindcast dataset can be used to reproduce the results. For the different experimental scenarios, all relevant files are provided here. Note that most example scripts are demonstrated using a single scenario (the fluctuating wind scenario #4 described in the manuscript).