Definitely, yes. But it depends on a number of factors.
Short range forecast doesn't come in until 48 hours. That means if you are looking for weather on Saturday, it's a crap shoot until the short range comes in on Thursday. Before then, there is a lot of uncertainty, mainly if a front or weather may be an issue.
Moon - very important for salt water species.
Tarpon are nocturnal feeders - fish for them on a new moon. I have found them less interested around a full.
Permit like big pushes of water, so two days after a new moon is best, full moon second. But wind can also provide a big push of water regardless of moon phase.
Bonefish will stay on the flats longer on quarter moon phases - the tide changes are smaller with less magnitude. Tides on full and new moons move water faster on and off the flats, and the bonefish will move with the tide, so they are on the flats less.
Reds - they are water movement dependent, like all fish, but less picky than the above three. But, you just have to know where to find them based on the water level and water movement.
Freshwater bass - they tend to follow the solar / lunar feeding cycle since lakes typically do not have current.
But you can't catch fish if you aren't on the water. And also cannot wait to fish for the perfect conditions. The forecast is just that - a forecast. There was a day this week where at 9 am NOAA had out a small craft advisory for gusts over 20. Guess what - it didn't happen - I watched the weather buoy report flat to 5 kts wind up to the afternoon. And the water levels did what I predicted would happen if it was calm. I kicked myself for not going.