There is a strong positive linear correlation between rainfall and the number of oranges a tree produces. Does this mean that more rainfall causes orange trees to produce more fruit?

No; just because there is a correlation does not prove causation. 

The correlation says that as the amount of rainfall increases, the amount of oranges produced increases as well.  It does not state what causes it.