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The 10th International Workshop on Modeling the Ocean (IWMO 2018) was hosted by the University of Sao Paulo and held on June 25–28, 2018, at the beautiful coastal city of Santos, Brazil. This old city was founded by the Portuguese in the 1500s and is known for its world’s longest beach garden, the Coffee Museum and the Pele Museum (featuring the famous football player and a local hero). Since the inaugural IWMO meeting in Taiwan in 2009, meetings were held in Asia, Europe, North America, and Australia, but this was the first meeting to be held in South America. With the 10th anniversary of IWMO, we would like to acknowledge the foremost contribution and dedication of Prof. L.-Y. Oey who was one of the founding fathers of IWMO in 2009 (Oey et al. 2010a, b) and who led the organization for 10 successful years, before passing the leadership baton to a new generation of scientists. During this meeting, a special session was held to honor Professor Emeritus George L. Mellor for his pioneering contribution to ocean modeling, which started some 6 decades ago and continues today with his own contribution to this special issue (Mellor 2019). We would like thus to dedicate this special issue to Professor Mellor and his legacy. About 80 scientists from more than dozen different countries attended the IWMO 2018 meeting, which included keynote invited speakers, as well as oral and poster presentations on various topics involved ocean modeling, analysis, and dynamics. Continuing with the IWMO tradition, students and postdocs participated in the Outstanding Young Scientist Award (OYSA) competition; forming interactions between senior and young scientists and between scientists from different countries is a hallmark goal of the IWMO idea. The meeting covered a wide range of topics with sessions focusing on air-sea-ice coupled processes, large-scale circulation and climate dynamics, ecosystems/biogeochemical modeling, multi-scale interactions, waves, currents and turbulence, coastal and marginal seas, and the development of ocean forecast systems and data assimilation methods. This topical collection of papers in Ocean Dynamics includes 15 peer reviewed papers from participants of IWMO-2018. The papers went through rigorous reviews as regular papers in Ocean Dynamics, with the help of reviewers from both, IWMO members and external experts. The papers in this topical collection were divided into 4 general groups:

The 10th International Workshop on Modeling the Ocean (IWMO 2018) in Santos, Brazil, June 25–28, 2018