What a lovely quilt! After you remove the fleece, I would unsew the light fabric and slide another piece underneath. Then sew the surrounding fabrics right down on top of it. I would do the same with the dark strip, cutting it 1/4 inch longer than needed and appliqueing a new piece on top.
I think you're right about the replacing the fleece - I wonder if Minky would hold up better?