This note is to acknowledge errors made in previous article: “On the Holographic Principle Description for the Viscous Incompressible Fluids” due to the Laplacian of the Lagrangian fails to be zero as expected when a using G.I. Taylor's 2-D solution of the Navier-Stokes momentum equations. Unfortunately, the article “The Mathematical Description of Homogeneous Turbulence for Incompressible Fluids ” was also affected due to the use of the Laplacian of the Lagrangian in order to obtain the power spectrum relationship of the pressure which obviously now is incorrect.