ZDC 4-702. General Landscape Standards.

E. River Rocks. Any river rock material must be embedded in concrete to a depth of two-thirds (2/3) the dimension of the rock to prevent its removal or relocation.

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A common example:

A common violation for this code is a property that installs river rocks but don't grout them in. The violation in this scenario is not having the river rocks embedded in concrete.