After you clean it up, add a light film of Vaseline and then reassemble.
That is plenty of corrosion to prevent a good connection. If battery keeps a charge you should be good to go, but if those are original batteries, 5 years is pushing end of life in a marine application.
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2021 Supra SA 400
2018 Supra SA 400 (SOLD)
Michigan