Multi-species Forest Classification Using Original and Down-sampled UAS Images with Various Machine Learning Models

Lin Wang1, Qiao Hu2, Yuzhen Zhou3, Zhenghong Tang2, Yufeng Ge1, Adam Smith4, Tala Awada2, Yeyin Shi1 and Team of multi-species forest classification, (1)University of Nebraska Lincoln, Department of Biological Systems Engineering, Lincoln, NE, United States, (2)University of Nebraska Lincoln, School of Natural Resources, Lincoln, NE, United States, (3)University of Nebraska Lincoln, Department of Statistics, Lincoln, United States, (4)University of Nebraska Lincoln, Nebraska Forest Service, Lincoln, NE, United States