XIONG Hua, LIU Yaolin, CHE Shanshan, ZHANG Junfeng. Land Use Change Simulation Model Based on Support Vector Machine[J]. Geomatics and Information Science of Wuhan University, 2009, 34(3): 366-369.
Citation:
XIONG Hua, LIU Yaolin, CHE Shanshan, ZHANG Junfeng. Land Use Change Simulation Model Based on Support Vector Machine[J]. Geomatics and Information Science of Wuhan University, 2009, 34(3): 366-369.
XIONG Hua, LIU Yaolin, CHE Shanshan, ZHANG Junfeng. Land Use Change Simulation Model Based on Support Vector Machine[J]. Geomatics and Information Science of Wuhan University, 2009, 34(3): 366-369.
Citation:
XIONG Hua, LIU Yaolin, CHE Shanshan, ZHANG Junfeng. Land Use Change Simulation Model Based on Support Vector Machine[J]. Geomatics and Information Science of Wuhan University, 2009, 34(3): 366-369.
Land Use Change Simulation Model Based on Support Vector Machine
We apply support vector machine to simulate the relation between arable land area and datum of driving forces of land use change of Hubei Province from 1986-2004,and compare the test values by GA-SVM with ones by BP and RBF neural networks models.Practice proves the simulation results of land use change by SVM are more effective than those from BP-ANN,and is approximate to the precision of RBF-ANN.
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