湖泊水质富营养化评价的模糊神经网络方法

为了探索人工神经网络用于湖泊营养化评价的可能性,提出了基于多准则学习的模糊神经网络湖泊水质营养化评价模型。该模型应用于我国五大主要湖泊水质营养化的评价结果表明,模糊神经网络用于湖泊水质营养化评价,具有简便、实用、客观性和广泛的通用性。      

Model‐Based Nitrogen and Phosphorus (Nutrient) Criteria for Large Temperate Rivers: 2. Criteria Derivation

Nitrogen and phosphorus criteria were developed for 233 km of the Yellowstone River, one of the first cases where a mechanistic model has been used to derive large river numeric nutrient criteria. A water quality model and a companion model which simulates lateral algal biomass across transects were used to simulate effects of increasing nutrients on five variables (dissolved oxygen, total organic carbon, total dissolved gas, pH, and benthic algal biomass in depths ≤1 m). Incremental increases in nutrients were evaluated relative to their impact on predefined thresholds for each variable; the first variable to exceed a threshold set the nutrient criteria. Simulations were made at a low flow, the 14Q5 (lowest average 14 consecutive day flow, July‐September, recurring one in five years), which was derived using benthic algae growth curves and EPA guidance on excursion frequency. An extant climate dataset with an annual recurrence was used, and tributary water quality and flows were coincident with the river's 10 lowest flow years. The river had different sensitivities to nutrients longitudinally, pH being the most sensitive variable in the upstream reach and algal biomass in the lower. Model‐based criteria for the Yellowstone River are as follows: between the Bighorn and Powder river confluences, 55 μg TP/l and 655 μg TN/l; from the Powder River confluence to Montana state line, 95 μg TP/l and 815 μg TN/l. Pros and cons of using steady‐state models to derive river nutrient criteria are discussed.     

中国主要河口海湾富营养化特征及差异分析

针对我国65个沿海河口海湾,基于自然地理数据及2007~2012年水质监测数据,采用箱须图法、聚类分析、相关性分析和主成分分析等方法,探讨河口海湾间富营养化特征、差异性及主要原因.结果表明,大型河口海湾的富营养化状态指标值相对较高,但河口海湾间富营养化响应指标值存在一定差异.DIN、PO₄^3--P和COD是河口海湾富营养化特征的第1主成分,DO和Chl-a是第2主成分,盐度、水深、潮差和面积等是第3主成分,河口海湾水体Chl-a浓度与TN入海量(P<0.01)、DIN(P<0.01)、PO₄^3--P(P<0.05)、流量(P<0.01)、温度(P<0.05)呈显著性正相关,同时与潮差(P<0.05)和盐度(P<0.01)和DO(P<0.01)呈显著性负相关.表明营养盐入海量增多是引起河口海湾一系列富营养化症状的主要因素,但河口海湾自然属性会调节其富营养化状态,造成系统间响应特征的差异.潮差小于2.5m的河口海湾,其营养盐转化效率明显高于潮差大于2.5m的河口海湾.说明河口海湾潮差可通过改变水体滞留时间、垂直混合和光照条件等,调节浮游植物生物量对营养盐的敏感性.此外,与外海的水体交换,海洋生物的捕食,及其他形态营养盐的供给等作用,也会影响河口海湾水体Chl-a的水平.人类活动带来的营养盐输入,以及河口海湾特有的自然属性,共同决定了其富营养化特征的差异和程度.     

湿地芦苇光谱对富营养化响应的多尺度高光谱遥感研究

近年来大多数滨海河口湿地都受到了人类活动的影响,水体富营养化加剧的问题造成了深远的影响,亟待在不同时空尺度上以快速、稳定、准确的途径监测滨海河口水体富营养化。论文采用能够提取植被氮吸收特征细微变化的高光谱遥感技术,基于3个时相的野外实验测量数据和HJ-1A HSI高光谱遥感数据,在叶片、冠层和景观3种尺度上,研究湿地芦苇的高光谱特征对滨海河口水体氮素浓度变化的时空响应特性,以此避免营养物质脉冲效应导致的错误水体富营养化水平评估结论。研究结果表明：在叶片和冠层尺度,邻近不同氮浓度的水体,湿地芦苇的光谱特征存在差异。而且,所采用的高光谱植被指数能够对邻近水体氮浓度的变化作出响应,各指数与水体氮浓度的相关性在冠层比叶片尺度有所降低,其中TCARI/OSAVI指数与水体氮浓度的相关性较高（叶片尺度R²为0.73,冠层尺度R²为0.7）;在景观尺度,采用基于Bootstrap的SVM模型,构建高光谱指数TCARI/OSAVI的水体总氮浓度估算模型,应用于3个时相HJ-1A HSI高光谱图像。精度检验显示,估算值和实测值之间存在较好的相关性（R²=0.61,RMSE=2.96 mg/L）。综合叶片、冠层和景观3种尺度的研究结果,证明湿地植被的高光谱响应特征可用于滨海河口水体氮浓度的时空分布估算,进而可以指示湿地所在区域水体富营养化水平的变化状况。     

湖库富营养化的改进型模糊综合评价方法研究

针对水体富营养化评价系统的非线性、模糊综合评价法过程中权重赋予的主观随意性和隶属函数的不准确性等特点,对传统模糊综合评价法进行了改进,并据此对我国24个代表性湖库的富营养化程度进行了评价.其中以SPSS16.0和Yaaph软件为载体,采用层次分析法和主成分分析法相结合来确定选取因子的权重.根据确定的评价标准作自然对数变换使之线性化,并结合由基础数据统计分布情况,生成各评价因子隶属于各营养等级的对数形式的降半梯形隶属函数,进而得到各湖库的确定度,最后依据最大确定度得到湖库富营养化级别.该法所得结果与湖库实际富营养化状况以及现有多种评价方法的结果的对比表明,该改进方法的评价结果真实、准确、计算简单,具有可行性.     

蠡湖水环境综合整治工程实施前后水质及水生态差异

为探讨水环境综合治理工程措施对蠡湖水生态环境的改善效果,对工程实施前后蠡湖水生态环境的变化及趋势进行了分析. 结果表明,水环境综合治理工程实施后,蠡湖水质明显好转,水体中ρ(TN)、ρ(TP)、ρ(COD_Mn)和ρ(Chla)年均值显著下降(P<0.01),ρ(TN)、ρ(TP)、ρ(Chla)分别由综合治理前 (1992—2002年平均值) 的5.77、0.19 mg/L和59.90 μg/L降至综合治理后的3.13、0.13 mg/L和27.12 μg/L,ρ(COD_Mn)则由7.09 mg/L降至5.00 mg/L以下;表层沉积物中w(OM)、w(TN)和w(TP)分别由2001年的40.40、1.19、2.61 g/kg降至2012年的19.60、1.16、0.59 g/kg;2012年生态修复工程区内初步形成了一个水生植物较为完整的生态系统. 综合整治后,水质改善效果明显,但部分水体感观指标〔如ρ(TSS)、SD(透明度)〕改善效果不明显,底栖动物优势种群仍为耐污种,生态系统完全恢复还需时日. 因此,有必要进一步开展以提高透明度、恢复沉水植物为核心的生态优化调控,促进蠡湖由藻型浊水稳态向草型清水稳态转变.      

Traditional management of lagoons for fishery can be inconsistent with restoration purposes: the Valli di Comacchio study case

We gathered water and macrobenthic data over a 5-year period in the Valli di Comacchio, the largest lagoons in the Po River Delta (northern Adriatic), to evaluate the response of ecological indices and to test their sensitivity against environmental variables. Of 84 sampling points, only 12 exhibited a good/high ecological quality status according to the BITS and 28 according to the M-AMBI. Environmental variables representative of eutrophication did not correlate with the indices. The impacts experienced by the Valli during the last 30 years seem to have led to disruption of the pelagic–benthic food web. Eel fisheries, whose management is traditionally characterised by long water residence time, thus seem inconsistent with restoration purposes.     

长江口及邻近海域富营养化趋势分析及与环境因子关系

依据2007-2009年春、夏季在长江口及邻近海域（包括长江口、杭州湾和舟山渔场）的调查监测资料,采用富营养指数法、潜在性富营养化法和有机污染指数法对该海域的富营养化状况、时空分布特征及与环境因子的关系进行了分析评价。富营养指数法计算结果表明：富营养化覆盖比例很高,达到70%以上;在春季,该海域的富营养化程度呈现上升趋势,所占比例从2007年的77.0%上升到2009年的89.8%,在夏季最低达到89.3%,最高到100.0%。3年来,富营养化在春、夏2季基本上处于逐年增加趋势,富营养化趋势越来越明显。在春季富营养指数平面分布呈由近岸向远海逐渐递减的趋势,梯度分布明显,其中,杭州湾富营养化情况较严重;夏季其平面分布与春季类似,但长江口和杭州湾两个水域的富营养指数的等值线都比较密集,夏季的富营养化情况较为严重。潜在性富营养化法计算结果表明：该海域富营养级主要集中在III级（富营养）和V P级（磷中等限制潜在性富营养）;春、夏2季时,长江口V P级所占比例均从0.0%增加到66.7%,受磷限制性富营养化程度越来越高。另外,营养盐结构显示,N/P比值从9.1到50.9,营养盐比例明显不平衡,势必影响浮游生物的生长。有机污染指数法计算结果表明：该海域有机污染指数主要处于5级（重污染）,水质污染严重;长江口春、夏2季5级的比例均从50.0%分别上升到83.3%和100.0%,杭州湾分别从60.0%和80.0%均上升到100.0%;舟山渔场分别从22.2%和66.7上升到66.7%和77.7%,说明受污染程度逐年上升。另外,3年来春、夏2季长江口有机污染指数达5级的占50%以上,杭州湾60%以上,舟山渔场20%以上,杭州湾受污染情况最为严重,其次是长江口,舟山渔场最小。在春、夏2季有机污染平面分布表现为污染程度从西向东、从北向南逐渐降低?     

聚乙烯醇凝胶包埋固定化细菌联合植物的除氮研究

为了解聚乙烯醇(PVA)凝胶包埋固定化菌在富营养化水体生态修复中的效果,利用PVA凝胶包埋固定硝化和反硝化细菌并联合水芹(Oenanthe clecumbens)和蕹菜(Ipomoea aquatica)2种植物进行21 d的除氮试验。结果表明,加菌试验组TN、NH4+-N、NO3--N、NO2--N及TP去除率显著高于无菌试验组(P0.05);各试验组N的去除效率与添加PVA凝胶包埋固定硝化和反硝化细菌呈显著正相关(P0.05)。添加PVA凝胶固定硝化和反硝化细菌的蕹菜和水芹试验组植物的平均生长速率(RGR)分别为38.5和19.6 mg·g-1·d-1,而单纯蕹菜和水芹试验组RGR分别为29.9和9.5 mg·g-1·d-1。     

Restoration of hyper-eutrophic water with a modularized and air adjustable constructed submerged plant bed

A modularized and air adjustable constructed submerged plant bed (CSPB) which can be used to restore the eutrophic water is introduced in this paper. This plant bed helps hydrophyte grow under poor conditions such as frequently changed water depth, impaired water transparency, algae bloom and substantial duckweed in summer, which are not naturally suitable for growing hydrophyte. This pilot study in Waihuan River of Tianjin, China, revealed that reduction of Chemical Oxygen Demand (COD), Total Nitrogen (TN) and Total Phosphorus (TP) by the use of CSPB could be reached 30%–35%, 35%–40%, 30%–40% respectively in the growing season (from March to October) and 5%–10%, 5%–15%, 7%–20% respectively in the winter (from November to February) when the detention time was 6 d. The relationships between the concentration of COD, TN, TP and the detention time fit the first-order kinetic equation well and the coefficients of determination (R²) were all above 0.9. The attenuation coefficients k of the kinetic equation were a function of the water temperature. When the water temperature was quite low or quite high, k was not significantly changed with increasing or decreasing water temperature. While when the temperature was in a moderate range, an increase or decrease of water temperature would lead to a rapid increase or decrease in k.