This paper describes an application of estimation theory to nonlinear chemical processes. It is shown how concentrations of components for some classes of reactions occurring in a jacketed reactor can be estimated from temperature measurements only. We investigate some reactions of the type X --> X’ and X --> X’ --> X" in the continuous case to exemplify observer utility.