EstablishmentandpredictionofrecruitmentmodelofMicrocystishypopusineutrophicwaterbodies.pdfTherecruitmentofdormantMicrocystiscellstothewaterfromthesedimentssurfaceundereutrophicconditionsisinfluencedbymanyenvironmentalfactors,includingtemperature,light,nitrogenandphosphorusnutrients,dissolvedoxygen,hydrodynamics,andbenthicmicrobialfactors.Inthisstudy,therelationshipamongdifferentenvironmentalfactorsinthesurfaceofnaturaleutrophicwaters-sedimentsareanalyzed,withanimprecisemodelingmethodproposed.FuzzygroupingwasconductedforthemainfactorsfoundtoinfluencetherecruitmentofMicrocystishypopusinthesurfacewaterofthesediments,thereforereducingtheimpactofuncertaintyfactordisturbanceontheaccuracyofthemodel.Basedonthis,thepredictionmodelforMicrocystishypopusrecruitment,withcomprehensiveinformationprocessingfunctionswasconstructedusingaTakagi-Sugeno(T-S)fuzzysystem,withpredictiondeviationcausedbyuncertainfactorsinthemodelestimatedusingastatisticalapproach.Simulatedexperimentsofrecruitmentintheecologicalwaterenvironmentwerecarriedouttovalidateforecastedvalues,showingthatthissystemallowseffectivepredictionofMicrocystisrecruitment,withsignificantlyreducedmodelingcomplexity.
作者：WanshengZou ZhiWang QishengSong PinhongYang WenbinWang
作者单位：CollaborativeInnovationCenterforEfficientandHealthProductionofFisheriesinHunanProvinceandZoologyKeyLaboratoryofHunanHigherEducation,HunanUniversityofArtsandScience,Changde415000,Hunan,ChinaSchoolofLifesciences,HunanNormalUniversity,Changsha410000,Hunan,ChinaDivisionofPlantSciences,UniversityofMissouri,Columbia,MO65211,USA
母体文献：第四届全国流域生态保护与水污染控制研讨会论文集
会议名称：第四届全国流域生态保护与水污染控制研讨会
会议时间：2018年9月20日
会议地点：常德
主办单位：中国环境科学学会
语种：chi
分类号：
关键词：Microcystishypopus recruitment T-Sfuzzysystem predictionmodel
在线出版日期：2019年4月18日
基金项目：
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