Horticultural supply stores will have gravel screens. Lee Valley has a set of three sizes in a SS round frame, they work really well, I have them.
Or you can try to find a sieve in the kitchen ware section of some stores that's about the size of the sand particles and try that. Trouble is most of them will likely be too fine.