Islands will disappear and another will appear.
This is completely normal
Source: Mirage Page
>There are five different varieties: Mirage Island, Mirage Forest, Mirage Cave, Mirage Mountain & Crescent Isle, each with different attributes, and each island in each variety is different. As each day passes, one island disappears and the next island re-appears<