From my understanding it's mainly because the shared border between Israel and Syria is mostly rugged terrain - easy to defend but hard to attack - known as the

From my understanding it's mainly because the shared border between Israel and Syria is mostly rugged terrain - easy to defend but hard to attack - known as the Golan Heights. For any land invasion on either side it's a lot easier to go through Lebanon.