Improving short-term wave forecasts with convolution neural networks and regional buoy observations

Jonny Mooneyham, Western Washington University, Computer Science, Bellingham, United States, Sean C Crosby, Western Washington University, Geology, Bellingham, WA, United States, Nirnimesh Kumar, University of Washington, Seattle, WA, United States and Brian Hutchinson, Western Washington University, Computer Science, Bellingham, WA, United States; Pacific Northwest National Laboratory, Computing & Analytics Division, Richland, WA, United States