Abstract: To the question that multisource features’contribution to classification is not explicit in airborne LiDAR system data，based on object oriented data mining，this paper proposed a method to select features for classification using Random Forest. It’s proved that the features' contribution can beevaluated correctly and the selected features can still make a high classification accuracy.