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The -boundedness for of the covariant Riesz transform on differential forms is proved for a class of non-compact weighted Riemannian manifolds under certain curvature and volume growth conditions, which in particular settles a conjecture of Baumgarth, Devyver and Güneysu~\cite{BDG-23}. As an application, the Calderón-Zygmund inequality for is derived on weighted manifolds, which extends the recent work \cite{CCT} on manifolds without weight.

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