NEMO Nordic hydrodynamic model was used for the Bothnian Sea, Baltic Sea.
The model was able to reproduce large-scale seasonal variations in temperature.
The k − ε and k − ω mixing schemes were studied.
The schemes showed clear differences in simulating the surface layer dynamics.
The new shallow-water Argo floats are valuable for model validation.