Establishment and prediction of recruitment model of Microcystis hypopus in eutrophic water bodies
The recruitment of dormant Microcystis cells to the water from the sediments surface under eutrophic conditions is influenced by many environmental factors,including temperature,light,nitrogen and phosphorus nutrients,dissolved oxygen,hydrodynamics,and benthic microbial factors.In this study,the relationship among different environmental factors in the surface of natural eutrophic waters-sediments are analyzed,with an imprecise modeling method proposed.Fuzzy grouping was conducted for the main factors found to influence the recruitment of Microcystis hypopus in the surface water of the sediments,therefore reducing the impact of uncertainty factor disturbance on the accuracy of the model.Based on this,the prediction model for Microcystis hypopus recruitment,with comprehensive information processing functions was constructed using a Takagi-Sugeno(T-S)fuzzy system,with prediction deviation caused by uncertain factors in the model estimated using a statistical approach.Simulated experiments of recruitment in the ecological water environment were carried out to validate forecasted values,showing that this system allows effective prediction of Microcystis recruitment,with significantly reduced modeling complexity.
Microcystis hypopus recruitment T-S fuzzy system prediction model
Wansheng Zou Zhi Wang Qisheng Song Pinhong Yang Wenbin Wang
Collaborative Innovation Center for Efficient and Health Production of Fisheries in Hunan Province a School of Life sciences,Hunan Normal University,Changsha 410000,Hunan,China Division of Plant Sciences,University of Missouri,Columbia,MO 65211,USA
国内会议
常德
英文
182-204
2018-09-20（万方平台首次上网日期，不代表论文的发表时间）