This is the feminine form of the name Islay refering to an Island which lies off the west coast of Scotland; also a diminutive of Isabella.
Scottish
From The Name Book: Over 10,000 Names - Their Meaning, Origins, and Spiritual Significance by Dorothy Astoria.