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For weighted Bergman spaces on the unit disk, we give trace formulas of semicommutators of Toeplitz operators with symbols. We generalize this formula to weighted Bergman spaces on the unit ball in higher dimensions. Applications and examples on the Hankel operators are also discussed.

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