The automated extraction of draginage networks has attracted much research interest. It constitutes not only many profound research topics, but also great potential to pragmatic applications. For a healthful development of GIS, the evaluation of existing methods deserves the same amount of attention as the development of new methods does. However, most previous research focussed on the creation of new methods and overlooked the evaluation of existing methods. This paper aims to evaluate a popular method for the automated extraction of ridges and valley lines. The drainage networks of four DTM data sets were extracted by this author using the GRASS package. The resulting features were analyzed in micro and macro levels using three approaches: evaluation based on hill-shading maps, comparison to manual delineation, and field check using GPS. The result of these evaluations concludes that the automated extraction performed by GRASS correctly delineates drainage networks on a grid DTM. Future research will further explore the applicability of automated extraction to hydrologic and geomorphologic study.