I used marine glue from Rockler. Be sure to rotate the grain in the adjacent wood pieces when you assemble them for glueing. This stuff is very strong. I did a test piece and then purposely broke it with a hammer. It did not break at the wood joint, but a half inch away in the wood itself.
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