I believe Los Angeles (like many coastal cities) still sends most of its stormwater to the ocean. Capturing more of it could reduce external water requirements.[1]
Some of this is being done already, with some 33 billion gallons captured during this current storm season, apparently enough to supply 816K people (of ~4M) for a year.[2]