a little later in the morning and earlier in the afternoon or may just stay in the deeper parts of the bays.
finally, if you are in the right water at the right time of day and still not catching, vary your bait. different size trout will eat differently, with smaller trout eating shrimp and small fish, while larger trout eat only larger fish. it may just be that you are fishing for the wrong size trout. 