Don’t you have a weather service in the US that tracks the conditions for each day for most areas? If it is a very isolated (small) island and therefore doesn’t have it’s own weather reporting station, the next land-based spot should have.
However, local conditions, esp. on a small island surrounded by much water, can vary much - more clouds/ mist or more wind=> sun.
Over here, we start with the DWD observations on sunshine, but for wind, most companies prefer their own measurements for big plants, because wind at ground level (up to 2 m) (measured for weather service) is different than wind at 50 yards height or at 200 yards.
The lower the height where you wind wheel is , the more the wind speed and amount will be affected by local terrain conditions - valleys vs. ridges, and eddies and swirls.
The other question is what you need the power for - if you have a small home and need heat as well as power, solar thermic makes sense indepent of PV for power. (Or if there are enough trees, a modern oven - pellet oven, high-temp. oven).
And there’s also the question of power usage - mostly during the day or during the night? Continuously or can you shift the usage to available times?
Generally, over the broad population, most power is used during the day, for AC to shops and offices, but individual use (esp. on a small island) can vary widely.
Combining wind and solar could also cut down on battery usage if for example sun shines during the day, and the wind strongly during morning and evening (land wind, sea wind close to the shore) for supplement, and you schedule your activities so you don’t need power at night).