You could try to glue the rocks and/or sand to the black landscape cloth with an outdoor adhesive like clear Silicone caulk. I haven't tried it yet, but intend to first chance I get.
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Bev WalkersWayWeeds.com It's all about recycling the WEEDS of our daily life!