David, regardless of your "zone" which really only indicates how cold it gets in winter, I would think your climate there would be most similar to Southern California, or even parts of Arizona.
Not sure you'll find a lot of plants similar to your native ones in Israel, but you are growing lots of things that will grow in both those place. By all means try to visit the Botanical Gardens when you are in the US.