How can I combine two HashMap objects containing the same types?

I have two HashMap objects defined like so:

HashMap<String, Integer> map1 = new HashMap<String, Integer>();
HashMap<String, Integer> map2 = new HashMap<String, Integer>();

I also have a third HashMap object:

HashMap<String, Integer> map3;

How can I merge map1 and map2 together into map3?