Combine first 8 ingredients in a small saucepan. Bring to a boil; cover, reduce heat, and simmer 10 minutes. Strain mixture through a sieve into a bowl; discard solids.
Combine sugar mixture and citrus sections in a large bowl. Cover and chill 3 hours or more. Garnish with additional orange rind strips, if desired.
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