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Do Octrees, Kd-Trees, BSP only make sense for static geometry?

I'm still implementing my scene graph (see this question). Now, I wonder if a spatial representation such as a Kd-Tree or Octree to do View Frustum Culling (VFC) only makes sense with static geometry. ...