Is it possible that the wood could possibly be a steam-bent arc, possibly 1 1/2 or 2 inches thick, formed to the same curvature as the inner fender pieces?
Yes, an arc. I said half moon which would fill the and defeat the purpose !
I expect the wood was shaped by gluing uo 1/8 inch layers in the curve.
Use flat grain pine , like plywood.