In saucepan, combine water, sugar, spices, and lemon peel; heat to boiling over medium-high heat, stirring frequently. Reduce heat to medium-low; simmer 5 minutes.
Remove saucepan from heat; stir in lemon juice. Cool syrup to room temperature.
In large bowl, combine fruits and syrup.
Cover and refrigerate 2 hours, stirring occasionally.