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I'm trying to remember...pretty sure you undo all the bolts and squeeze the back side of the fender while pulling up and forward. It takes some effort.
+1 on the squeeze. I've taken mine off, painted it, then put it back on. You'll scratch it slightly but as Akin said you don't see it. The scratched part is hidden by the fork coming down.