In this article, conformal submersion with horizontal distribution of Riemannian manifolds is defined which is a generalization of the affine submersion with horizontal distribution. Then, a necessary condition is obtained for the existence of a conformal submersion with horizontal distribution. For the dual connections and on manifold and and on manifold , we show that $\pi: (,\nabla) \longrightarrow (, \nabla^{}) $ is a conformal submersion with horizontal distribution if and only if $\pi: (,\overline{\nabla}) \longrightarrow (, \overline{\nabla^{}}) $ is a conformal submersion with horizontal distribution. Also, we obtained a necessary and sufficient condition for to become a geodesic of if is a geodesic of for $ \pi: (,\nabla,g_{m}) \rightarrow (,\nabla^{*},g_{b})$ a conformal submersion with horizontal distribution.

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