ebike conversion kits

I have a 36v 500w front wheel ebike now and want add another rear wheel 36v 500w kit and run both kits to one throttle powering both motors to one battery, but I'm confused about the battery. What size battery should I purchase for this type project that will not damage the motors, controllers...