I believe so. All a pressure gauge is doing is letting the water pressure push up against it and give you a read out.
Yes, turn everything off. Unscrew the old one. Take it to the store if you want to get one just like it.
Add teflon tape to prevent a water leak and screw the new one in, fire up the pump and your back in business.
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