Quoted:
Rock Salt. Don't ever plan on growing anything again there though. It's 2 bucks a bag, throw it down, and water it in, or let the rain do it, Kills the soil.
Rock salt does work, but has ramifications that people should be aware of. Depending on how much you put down and the currentl pH level of your soil, you could damage the soil for decades. Make sure you don't want to grow anything there again for a long, long time. Including trees.
A better idea is something called "Soil Solarization". Essentially you bake seeded and bulbed weeds to death. It's also cheap! Cover your yard with 3~6mm plastic sheeting for four to six weeks. It'll increase the soil temperature to well over 150-degrees in the AZ sun, killing everything that is hiding way down past where all the retail and commercial chemicals reach.
I had something growing in my yard (I bought a forclosed home) that was unidentifiable to the people at every garden center I brought samples to, it put bulbs 4~15-inches below the surface and would die when sprayed with any total vegetation killer/pre-emergant/weed torching/roto-tilling/gasoline... you name it I tried everything... but would come back with every rainfall, seemingly bigger and faster than before. I called them ZOMBIE WEEDS!
Then I baked the yard last spring (spring 2009) and just let the yard be for the rest of the year. Nothing came back. Scorched earth. Now I've started transplanting zoysia grass, watering like new grass needs. I'll have a nice low-water, low maintenence yard by next summer. The weeds that have popped up are your normal run-of-the-mill weeds we all get here in AZ after a rainfall, and are easily killed with a standard lawn-safe weed killer. The zombie weeds: gone.
Try it. Large rolls of 10-mil plastic sheeting is cheaper than a gallon of vegetation killer. Summer is running out and you need the heat from the sun. Do it this weekend and pull it up in November.
Google topic to research: soil solarization
Also here:
http://www.gardenguides.com/834-soil-solarization-weed-control-garden-pest-tip.html