In this article we study non-linearly normal smooth projective varieties X ⊂ P r of deg(X) = codim(X, P r ) + 2. We first give geometric characterizations for X (Theorem 1.1). Indeed X is the image of an isomorphic projection of smooth varieties X ⊂ P r+1 of minimal degree. Also if X is not the Veronese surface, then there exists a smooth rational normal scroll Y ⊂ P r which contains X as a divisor linearly equivalent to H + 2F where H is the hyperplane section of Y and F is a fiber of the projection morphism π : Y → P 1 . By using these characterizations, (1) we determine all the possible types of Y from the type of X (Theorem 1.2), and (2) we investigate the relation between the Betti diagram of X and the type of Y (Theorem 1.3). In particular, we clarify the relation between the number of generators of the homogeneous ideal of X and the type of Y . As an application, we construct non-linearly normal examples where the converse to Theorem 1.1 in [D. Eisenbud, M. Green, K. Hulek, S. Popescu, Restriction linear syzygies: Algebra and geometry, Compos. Math. 141 (2005) 1460-1478] fails to hold (Remark 2).