Eco-environmental Water Requirements Based on Support Vector Machine for the Seashore Region in Yellow River Estuary
In view of the diversity and conformity of biology in the Yellow River estuary, and considered the influence of phytoplankton, sediment concentration, configuration of estuary, climate, and the change of season to the eco-environmental water requirements, a support vector machine (SVM) model using its powerful non-linear mapping ability to deal with input variables including concentration of chlorophyll, water level, runoff, sandiness and Sea Surface Temperature was set up, the quantificational study of the least eco-environment water requirements of seashore region in representative years for Yellow River estuary is realized, and the forecast results are compared with the BPNN output data.
eco-environmental water requirements support vector machine NN seashore region Yellow River Estuary
Shi Bing Wang Xiurong
Engineering College, Ocean University of China, Qingdao, 266100, China
国际会议
山东东营
英文
323-329
2007-10-16（万方平台首次上网日期，不代表论文的发表时间）