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We prove the Bochner-Weitzenb"ock formula for the (nonlinear) Laplacian on general Finsler manifolds and derive Li-Yau type gradient estimates as well as parabolic Harnack inequalities. Moreover, we deduce Bakry-'Emery gradient estimates. All these estimates depend on lower bounds for the weighted flag Ricci tensor.

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