Here is the easiest way to turn the annoying landing gear warning horn off. I just found it today according to the comment from ryanbatcund.
Just click the button on that Throttle, it should highlight as "Button Gear Horn Disable (on/off)".
This horn hurt my ear or even shock me, well finally I can turn it off !!