Data-Driven Morphodynamic Forecasting of Semi-Urban Pocket Beaches: Enhancing Coastal Resilience with Machine Learning for the coast near Bilbao Port

Mr. Manuel Viñes1, Marc Mestres Sr2, Lohitzune Solabarrieta3, Manel Grifoll1, Iñaki De Santiago4 and Agustín Sánchez-Arcilla1, (1)Universitat Politècnica de Catalunya – BarcelonaTech (UPC), Laboratori d’Enginyeria Marítima (LIM), Barcelona, Spain, (2)Maritime Enginnering Laboratory (LIM), Universitat Politècnica de Catalunya (UPC), Barcelona, Spain, (3)AZTI Marine Research, Basque Research and Technology Alliance (BRTA), Bilbao, Spain, (4)AZTI Marine Research, Basque Research and Technology Alliance (BRTA), Pasaia, Spain