sustainability Article Response of Different Band Combinations in Gaofen-6 WFV for Estimating of Regional Maize Straw Resources Based on Random Forest Classification Huawei Mou 1,2,3, Huan Li 1,2,4, Yuguang Zhou 1,5,6,7,* and Renjie Dong 1,2,4,5,8 1 Bioenergy and Environment Science & Technology Laboratory, College of Engineering, China Agricultural University, Beijing 100083, China;
[email protected] (H.M.);
[email protected] (H.L.);
[email protected] (R.D.) 2 Key Laboratory of Clean Production and Utilization of Renewable Energy, Ministry of Agriculture and Rural Affairs, Beijing 100083, China 3 Department of Agricultural Systems Management, University of Missouri, Columbia, MO 65211, USA 4 National Center for International Research of BioEnergy Science and Technology, Ministry of Science and Technology, Beijing 100083, China 5 State R&D Center for Efficient Production and Comprehensive Utilization of Biobased Gaseous Fuels, National Energy Administration, Beijing 100083, China 6 National Energy R&D Center for Biomass, China Agricultural University, Beijing 100193, China 7 Prataculture Machinery and Equipment Research Center, College of Engineering, China Agricultural University, Beijing 100083, China 8 Yantai Institute, China Agricultural University, Yantai 264670, China * Correspondence:
[email protected]; Tel.: +86-10-6273-7858 Abstract: Maize straw is a valuable renewable energy source. The rapid and accurate determination of its yield and spatial distribution can promote improved utilization. At present, traditional straw Citation: Mou, H.; Li, H.; Zhou, Y.; estimation methods primarily rely on statistical analysis that may be inaccurate. In this study, the Dong, R. Response of Different Band Gaofen 6 (GF-6) satellite, which combines high resolution and wide field of view (WFV) imaging Combinations in Gaofen-6 WFV for Estimating of Regional Maize Straw characteristics, was used as the information source, and the quantity of maize straw resources and Resources Based on Random Forest spatial distribution characteristics in Qihe County were analyzed.