淡水浮游植物功能群的概念、划分方法和应用

作为淡水水体的主要初级生产者,浮游植物群落对环境变化的响应十分迅速,因此被用来作为评估水体生态系统状况的指示性生物类群.如何利用浮游植物群落的种类组成信息,来解读其所响应的生态环境特征和变化,以及认识浮游群落结构变化的过程和驱动因素一直是淡水生态学研究的重要内容.根据生态位原理,生态学家们把生活习性和生存策略相似的浮游植物种类归于同一个"功能群",作为群落结构与响应分析的基本单元.浮游植物功能群已被广泛应用于各种淡水水体,功能群的分类和方法也得到了不断的改进和完善.应用较多的功能群划分系统有FG、MFG、MBFG和PFT.目前,我国浮游植物工作者也陆续开始采用浮游植物功能群来分析群落结构和反映水体环境特征,但常常会面临功能群划分上的困难.由于不同功能群划分方法存在较大差异,在使用上需要了解不同划分方法的原理和差别.本文综述了这4种功能群分类方法的特征和应用情况,并对它们的优劣进行了评价和对比,同时介绍了基于功能群的Q指数评价方法,为我国浮游植物群落水平上的相关研究和应用提供方便与参考.     

Long-term changes in physical and chemical conditions of nutrient-poor lakes along a latitudinal gradient: is there a coherent phytoplankton community response?

To evaluate climate and atmospheric deposition induced physical and water chemical changes and their effects on phytoplankton communities, we used complete time series (14 years, monthly measurements during the growing season) of 18 physical and chemical variables and phytoplankton data from 13 nutrient-poor Swedish reference lakes along a latitudinal gradient. We found numerous strong significant changes over time that were most coherent among lakes for sulfate concentrations, conductivity, calcium, magnesium, chloride, potassium, water color, surface water temperature and the intensity of thermal stratification. Despite these pronounced coherent physical and water chemical changes over Sweden, the phytoplankton biomass and species richness of six phytoplankton groups, measured at the same time as the water chemical variables, showed only few and weak significant changes over time. The only coherent significant change over Sweden, occurring in seven lakes, was observed in the species richness of chlorophytes. The number of chlorophyte taxa significantly declined over Sweden. Using a partial least square model for each lake, we attributed the decline primarily to an increase in water temperatures and water color, which were among the most important variables for the model performance of each lake. All other taxonomic groups were driven primarily by non-coherent changes in nutrient concentrations, pH and probably also non-coherent grazing pressure. We concluded that coherent phytoplankton responses can only be achieved for taxonomic groups that are driven primarily by coherent physical/chemical changes. According to our study, chlorophytes belong to such a group, making them possible global change indicators. Our findings give new insights into global change effects on different phytoplankton taxonomic groups in nutrient-poor lakes.     

Type-specific and indicator taxa of phytoplankton as a quality criterion for assessing the ecological status of Finnish boreal lakes

Key issues in the implementation of the Water Framework Directive are classification of lakes using biological quality parameters and type-specific reference conditions. This work is one of three studies considering different metrics of phytoplankton in the classification of ecological status. Phytoplankton was studied in a total of 55 Finnish boreal lakes, including 32 reference lakes. We tested the suitability of taxonomic composition and abundance of phytoplankton groups for biological classification. We also preliminarily determined the type-specific taxa for the studied lakes. The type-specific taxa for reference conditions are coincidently the indicator species/taxa for high ecological status. Interestingly, some taxa type-specific for impacted oligo-humic lakes proved to be the type-specific taxa for humic reference lakes. The pressure of human impact was observed not only as increase of biomass but also as changes in the species composition. The phytoplankton composition indicated the ecological status of impacted lakes moderately well. There was some variation in the indications given by different algal groups, probably due to the preliminary class boundaries used. However, the preliminary combination of indicative parameters to estimate the ecological status of the studied impacted lakes was in general in accordance with earlier classification of water quality in Finnish lakes.     

西藏巴松错浮游植物功能群垂直分布特征及其与环境因子的关系

为了解青藏高原湖泊浮游植物功能群垂直分布特征与环境因子的关系,本文选取西藏东南部最大的高山冰川堰塞湖之一的巴松错为研究对象,于2017年11月(枯水期)和2018年9月(丰水期)在湖心利用挂锤式深水采样器进行浮游植物垂直分层采样,共设置7个断面,采集水样84个.应用浮游植物功能群、相关性分析、冗余分析(RDA)等方法,对巴松错浮游植物功能群垂直分布特征及其与环境因子的关系进行了研究.结果表明:1)巴松错水体稳定性强,水温有明显的分层现象,枯水期在30~60 m处形成温跃层,丰水期在1~15 m和30~60 m处形成双温跃层;2)巴松错浮游植物群落共鉴定7门76属242种,物种组成均表现为硅藻蓝藻绿藻型结构;3)根据浮游植物功能群分类方法,可划分为25个功能群,分别为A、B、C、D、E、F、G、H1、H2、J、L M、L O、M、MP、N、P、S1、S2、T、W1、W2、X1、X2、X3和Y,优势功能群从枯水期的MP、D、L O、P转变为丰水期的D、F、L O、MP、N、P,其中MP功能群为巴松错浮游植物群落绝对优势群;4)通过RDA表明,不同水情期浮游植物功能群垂直分布特征受环境因子影响差异较明显,整体上,pH、总氮和氨氮浓度是影响浮游植物功能群分布格局的主要环境因子.     

Cross-taxon responses to elevated nutrients in European streams and lakes

Few studies have compared the response of different taxonomic groups to environmental stress across aquatic ecosystems. We regressed assemblage structure of fish, invertebrates, macrophytes, phytoplankton and benthic diatoms to total phosphorus concentration, after removing the effect of ecosystem size (stream order, lake surface area), using data from 66 streams and 45 lakes across Europe. In streams, the structure of benthic diatom assemblages, measured by nonmetric multidimensional scaling, showed the strongest correlation to elevated nutrient concentrations (adj. R² = 0.495), followed by benthic invertebrates (0.376), fish (0.181) and macrophytes (0.153). For lakes, the patterns were less clear: fish (0.155), macrophytes (0.146) and phytoplankton (0.132). Cross-system comparison showed that stream assemblages were responding more strongly to nutrient concentrations than lake assemblages. Moreover, our results lend some support to the conjecture that response signatures are related to trophic level, with primary producers (benthic diatoms) responding more strongly than consumers (invertebrates, fish). Knowledge of differences in responses among taxonomic groups and between habitats to disturbance can be used to design more cost-effective monitoring programs.     

The influence of extreme floods from the River Danube in 2006 on phytoplankton communities in a floodplain lake: Shift to a clear state

The influence of extreme floods from the River Danube in 2006 on the species composition and vertical distributions of phytoplankton was studied in a shallow floodplain lake, Lake Sakadaš (Kopa?ki Rit Nature Park, Croatia) which in the last few decades was in a turbid state characterised by high phytoplankton concentrations. As a consequence of extremely high floods, the whole floodplain area (approximately 16 km²) became one lentic habitat with well developed macrophyte vegetation. Seasonal dynamics of chlorophyll a (Chl a) concentration in the lake had a characteristic pattern for the shallow lakes with dense macrophyte vegetation. Extremely low mean phytoplankton abundance and biomass were found in the conditions of very high nutrient concentrations. Dominant phytoplankton species were diatoms and chlorococcal green algae from the functional groups characteristic for a mixed environment. The canonical correspondence analysis (CCA) demonstrated that nutrients and temperature were significant environmental variables for their development. The sequence of phytoplankton seasonality, vertical distribution of phytoplankton, as well as the domination of rapidly acclimating phytoplankton forms (R-strategists) indicated clear, well-mixed conditions and a highly disturbed environment. Our results suggest that the occurrence of extreme flooding can be a stressor high enough for the transition from a turbid to a clear state of the floodplain lake. Possibly, cyclic shifts between alternative stable states in floodplain ecosystems can be expected as a consequence of the impact of extreme hydrological events induced by a climate change.     

江汉平原湖群藻相特征及其环境状况评价

于2011年4月—2012年5月丰、平、枯3个水期对江汉平原水面面积为10 km2以上的22个湖泊进行了水质和藻类同步监测.结果显示:江汉平原主要湖泊中鉴定出藻类7门100属191种(亚种、变种),其中蓝藻门17属29种,绿藻门45属99种,硅藻门26属40种,隐藻门2属5种,裸藻门4属9种,甲藻门3属5种,金藻门3属4种;全年平均藻细胞丰度为0.93×106~84.18×106cells/L,细胞丰度以蓝藻门最高(50.65%),其次是绿藻门(29.56%),再次是硅藻门(12.30%)、隐藻门(6.19%)、裸藻门(0.56%)、甲藻门(0.39%)和金藻门(0.35%);丰水期生物量显著高于平水期和枯水期,Shannon-Wiener多样性指数年均值在1.44~2.10之间,丰水期的多样性指数略高于其他水期;藻类种类组成及优势种有明显的季节变化和空间差异.依据藻相特征的PCA分析将22个湖泊分为4个类群,不同类群具有显著不同的环境状况,氮磷营养负荷、水质状况和开发利用程度的不同是导致湖泊分化的内在原因;研究结果显示,江汉平原湖群总体上属于轻度污染状况,水体主要是中营养状态,丰水期与枯水期的湖泊生态环境状况具有显著差异;以藻相特征判断22个湖泊存在明显的时空异质性,部分湖泊因过度开发利用存在严重的富营养化风险;基于湖泊生态状况的显著时空异质性,对江汉平原湖群的管理应"因湖而异"制订科学合理的方法.     

Morphological and molecular analysis of bloom-forming Cyanobacteria in two eutrophic, shallow Mediterranean lakes

We investigated the diversity of Cyanobacteria by microscopic observation and sequencing of cyanobacterial-specific amplified 16S rRNA genes in the water column of two shallow, eutrophic lakes (Doirani and Kastoria, northern Greece) during summer blooms. Previous phytoplankton studies in these lakes have shown that prolonged cyanobacterial blooms can occur, which are dominated by known toxic species, as well as other less known, co-occurring species. A total of 118 clones were sequenced which were grouped in 23 Cyanobacteria and 11 chloroplast-like phylotypes. Phylogenetic analysis revealed that each library included several unique phylotypes, as well as members of all common bloom-forming Cyanobacteria. Most of the phylotypes belonged to the genera Microcystis, Anabaena, Aphanizomenon, Cylindrospermopsis-Raphidiopsis group, Limnothrix and Planktothrix, comprising most of the diversity previously recognized by morphological observations in cyanobacterial morphospecies in these lakes. In addition, novel phylotypes belonging to the Chroococcales were recognized in both lakes. The structure of the cyanobacterial communities of the lakes were very similar, as revealed by the diversity index H (2.06 and 2.01 for L. Doirani and Kastoria, respectively) and LIBSHUFF analysis (XY₁₂P-value = 0.122 and YX₁₂P-value = 0.536), due to occurrence of groups of common phylotypes. This study gives an example for successful cyanobacterial bloom analysis by the combination of morphological and phylogenetic methods useful for monitoring cyanobacteria and water quality in freshwaters.     

抚仙湖、洱海、滇池浮游藻类功能群1960s以来演变特征

作为主要的初级生产者,浮游植物在水生生态系统中扮演着重要的角色,浮游植物的时空分布反映了生态环境的变化.依据浮游植物的形态、生理、生态特点而定义的浮游藻类功能群对藻类的耐受性和敏感性进行了描述,因而浮游藻类功能群的组成是生境特征的良好指示者.对1960s至今抚仙湖、洱海、滇池3个高原湖泊的浮游藻类组成进行分析,并首次将功能群理论运用到这3个湖泊.结果表明,3个湖泊的浮游藻类优势功能群组成在近50～60年间发生了明显的改变:抚仙湖的浮游藻类优势功能群演变过程为C、X2、Lo、F、P(1960s)-H1、C、P(1980s)-P、C、T(1990s)-T(2000年以后);洱海的浮游藻类优势功能群演变过程为J、Lo、MP、C、H1(1960s)-C、H1(1980s)-C、H1(1990s)-C、H1、M(2000年以后);滇池的浮游藻类优势功能群演变过程为J、N、P、MP、Lo(1960s)-J、P、MP、M(1980s)-J、M(1990s)-M(2000年以后).抚仙湖、洱海、滇池水体内的藻类功能群演替趋势特征,即耐低温物种的减少以及喜营养物种的增加,表明3个高原湖泊在近几十年可能受到了气候变暖和营养程度增加的影响.     

Congruence between functional and taxonomic patterns of benthic and planktonic assemblages in flatland ponds

Using data from 31 ponds, we investigated the importance of environmental (e.g. habitat complexity, nutrient content, pH) and biotic factors (i.e. fish predation) on the spatial patterns of planktonic (phytoplankton and zooplankton) and benthic (macroinvertebrates) assemblages. We also evaluated the degree of concordance among assemblages and between the functional and taxonomic composition of assemblages, and test the hypothesis that surrogates of biodiversity (e.g. taxonomic or functional groups) can be used in pond conservation and biomonitoring studies. We found that the spatial patterns of benthic and pelagic assemblages were determined by macrophyte coverage, water quality and, to a lesser extent, fish. However, shifts in the taxonomic and functional composition were not congruent. Moreover, local environmental variation was slightly more important for the taxonomic than the functional composition of assemblages, except for phytoplankton. The degree of concordance among assemblages was also weak, which may be partly due to the fact that species respond individualistically to environmental variation. These findings also suggest that the coupling between benthic and pelagic habitats in flatland ponds is weak, and that the use of surrogate measures or indicator groups in pond conservation studies may not be appropriate.     

鄱阳湖浮游植物功能群的长期变化特征(2009-2016年)

鄱阳湖是中国最大的淡水湖,每年都有剧烈的季节性水位变化.为了解鄱阳湖浮游植物功能群特征及其与环境因子的关系,2009-2016年每季度在鄱阳湖15个采样点采集水样,分析鄱阳湖的水质和浮游植物群落结构,并对浮游植物进行功能群划分.研究结果表明,鄱阳湖共检出浮游植物8门106属.2009-2016年平均生物量分别为0.044、0.252、0.335、6.379、3.945、2.912、3.562和1.550 mg/L.硅藻门为鄱阳湖浮游植物的优势门类.鄱阳湖浮游植物可划分为27个功能群,其中15个功能群（C、D、G、H1、J、Lo、M、MP、N、P、S1、Tc、Wo、W1和Y）为优势功能群.2009-2011年,功能群P、Y、MP、D为优势类群,2012-2016年,功能群P、Y、MP、H1、Lo为优势类群.鄱阳湖浮游植物优势功能群不同水文阶段的演替规律为：枯水期P、MP、Y、Lo、D,涨水期P、Y、D、MP、H1,丰水期P、Y、D、MP、Lo、H1,退水期P、Y、MP、G.RDA分析结果显示,水位变化、水温、透明度、电导率、悬浮物浓度和亚硝态氮浓度是影响鄱阳湖浮游植物功能群的主要环境因子.     

Tropical high Andes lakes: A limnological survey and an assessment of exotic rainbow trout (Oncorhynchus mykiss)

Tropical high Andes lakes are aquatic ecosystems with peculiar limnological characteristics that are related to their geographical location and high altitude, yet they remained understudied. We present the results of a standardized survey of morphometric, physico-chemical and biotic variables in 32 high altitude lakes of the Cordillera del Tunari (Eastern Andes of Bolivia). Based on the variables measured, we identified three lake types. One group of lakes differed from the other lakes by a relatively high pH and biological productivity (as evidenced from higher densities of phytoplankton, zooplankton, and fish). A second group of lakes consisted of relatively large and deep water bodies with neutral to slightly acid pH and with a relatively high occurrence of the large cladoceran Daphnia pulex. The third group contained relatively small, shallow, and acid lakes with no Daphnia. Rainbow trout occurred in more than half of the lakes and catch yields were very variable. Overall, the abundances of different organism groups tended to be positively associated (e.g. phytoplankton, copepods, rotifers, fish) indicating the existence of a major productivity gradient. We found no negative associations between trout catches and densities of any of the major zooplankton groups, suggesting moderate to low top-down effects of trout on the zooplankton communities.     

水位洪枯变化对菜子湖江湖过渡带鱼类物种和功能多样性的影响

水位的洪枯变化通过江湖连通影响泛滥平原湖泊鱼类的组成和分布,因而江湖过渡带是反映泛滥平原生态系统鱼类交流和多样性变动的关键区域.尽管如此,针对江湖过渡带鱼类群落随水位洪枯变化的研究十分匮乏.本研究以菜子湖江湖过渡带为例,分别在洪水和枯水期选取包括静水和流水生境的样点对鱼类群落进行系统的调查采样,探讨水位洪枯变化对菜子湖江湖过渡带鱼类物种和功能多样性的影响.共采集到鱼类6目12科37属52种,其中,洪水期和枯水期物种数差异显著,分别采集到鱼类50和42种,而静水生境和流水生境物种数差异不明显,分别采集到鱼类47和48种.与洪水期相比,枯水期山溪河流性鱼类的物种数、重量、尾数和优势度百分比分别减少了7.3%、6.3%、14.4%和12.0%;与静水生境相比,流水生境山溪河流性鱼类的物种数、重量、尾数和优势度百分比分别增加了5.3%、14.6%、18.0%和22.3%.SIMPER分析结果显示,麦穗鱼（Pseudorasbora parva）、蛇鮈（Saurogobio dabryi）、（Hemiculter leucisculus）、鲤（Cyprinus carpio）、鲫（Carassius auratus）、短颌鲚（Coilia brachygnathus）、似鳊（Pseudobrama simoni）、翘嘴鲌（Culter ilishaeformis）、达氏鲌（Culter dabryi）、光唇蛇鮈（Saurogobio gymnocheilus）和无须鱊（Acheilognathus gracilis）是引起水位洪枯变化以及不同生境类型鱼类群落结构差异的主要物种.优势度分析结果表明枯水期和静水生境的优势种鱼类相似,重要值较高的优势种鱼类为鲤、鲫、和似鳊;而洪水期和流水生境的优势种鱼类同样相似,重要值较高的优势种鱼类为麦穗鱼、蛇鮈、光唇蛇鮈和短颌鲚.通过双因素方差分析解析了水位洪枯变化和不同生境类型对鱼类物种和功能多样性的影响.发现洪枯水位变化仅对物种多样性指数中的物种数（Richness）产生显著差异,而对功能多样性的3个指数（功能丰富度指数（FRic）、功能离散指数（FDiv）和功能分散指数（FDis））均有显著影响.洪水期鱼类的Richness、FRic、FDiv和FDis指数均显著高于枯水期.同时,静水生境条件下的FRic指数要显著高于流水生境.本研究发现,与传统的物种多样性相比,基于功能性状的功能多样性对水位的洪枯变动更为敏感,河流周期性洪泛是泛滥平原生态系统中鱼类功能补充的重要方式.     

西藏麦地卡湿地的浮游植物——2.功能群特征及其与环境因子的关系

为揭示青藏高原湿地浮游植物功能群时空分布特征与环境因子的关系,本文于2019年7月(丰水期)和2019年10月(枯水期)在麦地卡湿地调查浮游植物功能群组成和生物量,并运用Spearman相关性分析、冗余分析(RDA)和典范对应分析(CCA)等方法,对麦地卡湿地浮游植物功能群时空分布特征及其与环境因子的关系进行分析.结果表明:1)根据功能群分类方法,麦地卡湿地浮游植物可划分为27个功能群,分别为A、B、C、D、E、F、G、H1、J、K、L_M、L_O、M、MP、N、P、S1、S2、T、T_B、T_C、W1、W2、X1、X2、X3和Z;在时间维度上,丰水期有26个功能群,枯水期有23个功能群;在空间维度上,河流湿地有24个功能群,湖泊湿地有23个功能群,沼泽湿地有12个功能群.2)丰水期,以功能群A、D、L_M、L_O、MP、N、P、T、T_B和X3为主,枯水期以功能群A、D、J、L_M、L_O、MP、N、P、T和T_B为主,其中A和T功能群为2个水情期的共有绝对优势功能群,功能群J仅为枯水期的绝对优势功能群.3)生态状态指数(Q)范围为1.80～4.86,平均值为3.80,表明麦地卡湿地水质状态为“好”.4)相关性分析表明,浊度、COD_Cr、总磷和硝态氮与部分优势功能群生物量具有显著相关性;RDA分析表明,盐度和总氮是影响丰水期优势功能群生物量的主要环境因子.CCA分析表明,总氮和硝态氮是影响枯水期优势功能群生物量的主要环境因子.     

Zooplankton response to long-term liming: Comparison of 15 limed and 15 reference lakes in Sweden

Taxonomic composition and variation in density of zooplankton were studied since 1989 to investigate possible long-term effects of anthropogenic acidification and liming in Sweden (the Integrated Studies of the Effects of Liming in Acidified Water (ISELAW) programme). In the programme, 15 long-term (18-31 years) limed lakes were studied in parallel with 8 untreated circumneutral lakes (representing target conditions) and 7 acid lakes. Five-year means from these lakes were used to evaluate differences between the three lake groups. Water chemistry (including trace metals), phytoplankton, invertebrate predators and fish were also monitored. Older records from 8 of the limed lakes obtained during the acid period preceding the initial liming were compared with records from the limed period. The number of taxa more than doubled in 6 lakes after liming. Total present-day zooplankton biovolume showed insignificant differences between the neutral and limed groups, i.e., conformed with the target conditions. Trace metals, including inorganic aluminium, appeared in low concentrations in limed and neutral lakes whereas zooplankton in one acid lake was Al-intoxicated. Daphnid populations in 4 other lakes may suffer from effects of high Cd or Cu concentrations. “Bottom-up” regulation of the zooplankton biovolumes was indicated by positive regressions between total phosphorus-phytoplankton and phytoplankton-zooplankton. Corresponding tests showed no “top-down” regulation of zooplankton by fish and of phytoplankton by zooplankton. Biomasses of planktivorous fish were higher in the neutral reference lakes than in both the acid and the limed lake groups, but neither zooplankton density and biovolume nor mean body size were lower in the neutral references. A higher production and turnover of zooplankton in neutral reference lakes may explain similar densities and structure of zooplankton in spite of a heavier predation pressure.     

Factors promoting persistence of the bloom-forming Gonyostomum semen in temperate lakes

The nuisance large flagellate Gonyostomum semen (Raphidophyceae) is typical for brown-water lakes in temperate and boreal regions. This study is focused on two annual cycles of G. semen in shallow temperate lakes (one of which stratifies) with a particular emphasis on the species’ ecology and its potential impact on the alternation of phytoplankton assemblages. Temperature and phosphorus were the main forces driving seasonal growth of the raphidophyte. G. semen occurred at a broad temperature range and prevailed for the extended period from spring to late autumn at maximum biovolume and forming up to 98.7% of total phytoplankton in June–July and/or September. The species exclusively dominated under phosphate-replete conditions and caused heavy blooms in the stratified lake. The species outcompeted other flagellates in the lakes; considerable fluctuations in phytoplankton species composition occurred during the periods at low G. semen biovolume.     

基于浮游植物功能类群的广东省大型水库生态分区初探

2012年1月和7月通过对广东省境内10座供水水库进行水生态调查,采集48个站点的浮游植物样品,对其进行浮游植物功能类群的划分及聚类分析.调查区共鉴定出8门104属207种浮游植物,主要分属于30个功能类群.聚类分析将这10座水库聚合为4个类型区,第一生态类型区包括南水和新丰江水库,以适应低营养环境的功能类群为主;第二生态类型区包括飞来峡、白盆珠和新丰江水库,主要以中营养型和广谱型为优势功能类群;第三生态类型区和第四生态类型区包括高州、公平、大水桥、鹤地和汤溪水库,其中高州和公平水库主要以富营养型和广谱型为优势功能类群,其它水库则以适应富营养环境的功能类群为绝对优势类群.上述4个类型区浮游植物优势功能类群差异较大,且与水质营养状态有良好的响应关系.     

太湖流域浮游植物功能类群分布特征及其与环境因子的关系

太湖流域地处长江下游,水系发达,是典型的平原水网地区,为明确空间和环境因子对太湖流域浮游植物功能类群分布的影响,本研究于2019年8—9月期间比较太湖流域包括河流、湖泊和水库的85个采样点的浮游植物、空间和环境特征. 首次利用“人工智能图像识别技术”,并结合传统人工镜检,共鉴定浮游植物250个分类单位,隶属于9门13纲28目57科110属,以绿藻门(45.6%)、硅藻门(19.2%)和蓝藻门(16.4%)为主. 共划分功能类群31个,包括M、D、J、S1、C、Y、F、P、MP、H1、SN、W1、G、K和TB共15个优势功能类群. 结果表明：1)太湖流域不同水体功能类群组成差异显著,差异主要来自M、J、S1、Y、P、H1类群;2)浮游植物功能类群分布具有一定的空间异质性,以太湖为中心向外形成3个聚类组,物种组成类型依次为蓝藻型、蓝藻-绿藻-硅藻型、绿藻-硅藻-蓝藻型,主要贡献类群依次为M、S1类群,M、S1、P、J类群,P、S1、J、D、C类群;3)在太湖流域,相对于环境因子而言,空间因子对浮游植物功能类群组成的影响更大. RDA分析表明,COD_Mn、NO₃^--N、TN、SD、pH值和DO与太湖流域浮游植物优势功能类群呈显著相关. 过去十年,以控源截污为主导的环境管理政策已在太湖流域取得显著成效,但是对于以M、S1类群水华为特征的夏季太湖流域而言,蓝藻水华防控仍是必须面对的难题,有机污染物和氮的控制仍是关注重点,不同水体类型和浮游植物功能类群因地制宜的管控模式仍是关键.