Chalk is water soluble. It should wash out pretty easy.
I considered modifying mines to shoot pellets upwards. Unfortunately the designers appear to have tried to prevent shooting significant projectiles pretty thoroughly. Perhaps for safety reasons as these things could be forgotten on a field when people would be walking around without eye protection.
Want nearly free GBB gas?