If you peek around every corner of the park, you are bound to come across a hidden path that usually leads to a secret cache. Secret caches are red boxes with a tree on them, and they contain a hefty amount of coins inside so they are worth your time to search for them.
Always keep an eye out for suspicious looking opening or paths that are not marked on your map as they often lead to these caches!