I don't recommend you buy a 100 foot roll, though - it will all be the same colour. Buy a few 25 foot rolls of different colours, use green for ground, and use different colour wire for each of the loads. You'll be grateful for doing that 3 or 5 or 10 years down the road, when you are trying to trace a wire to troubleshoot something.
Direct Bury Irrigation Wire would be perfect. Contact an irrigation contractor (shouldn't be too hard to find one in CA), and tell them that you would like to buy 15 feet of multi-strand direct bury cable from them. The stuff comes in all sizes from 2-strand to 14 strand. It is 18 gauge single-strand (in other words, one solid conductor per wire), not multi-strand, but if you want sheathed cable, I think that is the closest you are going to get to it. Michael