Rogue Wave Data Set

<p>The data sets were compiled for our article [1].&nbsp;</p> <p>The qualitiy controled 30-min windows for the three individual roge wave definitions (1a-c) are included in the 'RAW.zip'. The data sets prepared for training neural networks are included in the file 'Prepared.zip'. The scripts included in 'Prepare_data.ipynb' were utilized to compile the prepared data sets.&nbsp;</p> <p>Consider listen to <a href="https://www.youtube.com/watch?v=oowTL6Gjuz8">my research talk</a> on this topic.&nbsp;</p> <p>[1] Breunung, T., &amp; Balachandran, B. (2024). Prediction of freak waves from buoy measurements. Scientific Reports, 14(1), 16048.&nbsp;<a href="https://doi.org/10.1038/s41598-024-66315-3" rel="nofollow">https://doi.org/10.1038/s41598-024-66315-3</a></p> <p>Data courtesy of&nbsp;<a href="https://cdip.ucsd.edu/" target="_blank" rel="noopener">CDIP</a>. Data set DOI: <a href="https://doi.org/10.18437/C7WC72" target="_blank" rel="noopener">https://doi.org/10.18437/C7WC72</a>.</p>