Ok, sand issue solved (almost). I knew I was seeing something circular.
See the last figures of this paper. That lead me to these wiki pages but was not understanding on how to create these
But then I found a clever guy with this Matlab contribution. It’s almost what you want, except the center that is too crowded.
Summarized it in this Julia Notebook.
Now Paul can do his gmtmath magick.