West Whale Bay Beach has a fitting name, because in March you may see humpback whales migrating north to their summer feeding grounds. The large grassy area behind the beach is an ideal spot to enjoy a stunning ocean sunset. Locals frequently use West Whale Bay for shore fishing. Off Whale Bay Road, Southampton Parish.