'Giant Island' - Jane Yolen, Doug Keith

Two children and a dog explore the coves and caves of a tiny island. Under the watchful eye of Grandpa, the kids are thrilled to discover a huge surprise: the craggy rocks, tufted grass, and wind-swept trees on Giant Island are much more than they seem.  Visit Giant Island, where fantastical adventures await.
(goodreads,com)