Yes. Any landscaping changes require approval from the ARB. Many of the trees planted throughout the community are county-mandated shade trees that can not be removed. Adding or removing existing trees requires approval.
Removing or altering flower beds also requires approval. Note: flower beds are required at the front of your home.
You can find the ARB application HERE.