Recently, Aràndiga et al. showed in [SIAM J. Numer. Anal., 49 (2011), pp. 893--915] for a class of weighted ENO (WENO) schemes that the parameter $\varepsilon$ occurring in the smoothness indicators of the scheme should be chosen proportional to the square of the mesh size, $h^2$, to achieve the optimal order of accuracy. Unfortunately, these results cannot be applied to the compact third order WENO reconstruction procedure introduced in [D. Levy, G. Puppo, and G. Russo, SIAM J. Sci. Comput., 22 (2000), pp. 656--672], which we apply within the semidiscrete central scheme of [A. Kurganov and D. Levy, SIAM J. Sci. Comput., 22 (2000), pp. 1461--1488], a commonly used scheme for the numerical solution of conservation laws and convection-diffusion equations. The aim of this paper is to close this gap. In particular, we will show that we achieve the optimal order of accuracy in the WENO reconstruction ($h^3$ in the smooth case and $h^2$ near discontinuities) for $\varepsilon = K h^q$ with $q \le 3$ and $pq \ge 2$, where $p \ge 1$ is the exponent used in the computation of the weights in the WENO scheme. Numerical examples showing the predicted order of convergence of the analyzed WENO reconstruction procedure are given as well as results for the presented semidiscrete scheme combined with a third order TVD--Runge--Kutta scheme from [S. Gottlieb and C.-W. Shu, Math. Comp., 67 (1998), pp. 73--85] for the time integration.
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