 This paper reviews LIDAR ground filtering algorithms used in creating digital elevation models, discusses critical issues for their development and application, highlights three feature types for which current algorithms are suboptimal, and suggests areas for improvement in future studies. This article was authored by Kai Guangjiao, Nate Currit, and Xuelian Ming.