Yes, if it is cloudy more often, then you will need more solar panels to generate a given amount of electricity. Local features like trees, hills, other buildings, etc. can also affect a given building’s solar effectiveness. Or perhaps, as mentioned previously, if bird droppings accumulate faster than rain washes them off, that can be a local factor to consider.