Flipping Boards on a Deck

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I heard on one of the Money Pit programs that I could flip the boards on a weathered deck and use the underside. What is the best way to pry the boards up without splitting the wood? -- At the nails, in the middle of the board? Also what tool should I use for this? Thanks!