Solution not converging - Annual Wind Analysis

I am trying to runa a simulation of a large domain, and I keep having issues with a particular wind direction.
Solutions don’t converge, and finally residuals just jump up and OpenFoam crashes.
I suspect it’s a mesh issue, but no matter how I increase or decrease complexity the issue is always there.

Any advice?