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1.
The feasibility of using fluorescence excitation-emission matrix (EEM) along with parallel factor analysis (PARAFAC) and nonnegative least squares (NNLS) method for the differentiation of phytoplankton taxonomic groups was investigated. Forty-one phytoplankton species belonging to 28 genera of five divisions were studied. First, the PARAFAC model was applied to EEMs, and 15 fluorescence components were generated. Second, 15 fluorescence components were found to have a strong discriminating capability based on Bayesian discriminant analysis (BDA). Third, all spectra of the fluorescence component compositions for the 41 phytoplankton species were spectrographically sorted into 61 reference spectra using hierarchical cluster analysis (HCA), and then, the reference spectra were used to establish a database. Finally, the phytoplankton taxonomic groups was differentiated by the reference spectra database using the NNLS method. The five phytoplankton groups were differentiated with the correct discrimination ratios (CDRs) of 100% for single-species samples at the division level. The CDRs for the mixtures were above 91% for the dominant phytoplankton species and above 73% for the subdominant phytoplankton species. Sixteen of the 85 field samples collected from the Changjiang River estuary were analyzed by both HPLC-CHEMTAX and the fluorometric technique developed. The results of both methods reveal that Bacillariophyta was the dominant algal group in these 16 samples and that the subdominant algal groups comprised Dinophyta, Chlorophyta and Cryptophyta. The differentiation results by the fluorometric technique were in good agreement with those from HPLC-CHEMTAX. The results indicate that the fluorometric technique could differentiate algal taxonomic groups accurately at the division level. 相似文献
2.
东海陆扰海域铜、铅、锌、镉重金属排海通量及海洋环境容量估算 总被引：3，自引：0，他引：3
汇总并分析了20世纪80年代初以来东海陆扰海域重金属排海通量年变化规律及主要来源,应用多介质海洋环境中重金属迁移-转化模型,估算了东海陆扰海域重金属海洋环境容量。20世纪80年代初以来,东海陆扰海域铜、铅、锌、镉排海总量整体上呈不对称的倒"U"形变化趋势,基本符合"环境库兹涅茨曲线",20世纪90年代达到最大值,当前排海总量仍高于20世纪80年代初期的水平。东海陆扰海域铜、铅、锌、镉污染物主要来源于以河流为主的陆源排放,其中88.0%左右来源于河流排放,7.5%左右来源于排污口,只有4.5%左右来源于大气沉降。长江流域排海通量占东海陆扰海域排海总量的比例最大,平均为92.4%左右,钱塘江流域平均只有3.9%左右,闽江流域平均只有3.7%左右。东海陆扰海域铜、铅、锌、镉污染物海洋环境容量分别约为17.0,4.7,113.1,0.71 kt/a。当前铅、锌、镉污染物排海总量没有超过东海陆扰海域海洋环境容量,但铜的排海总量超过其海洋环境容量大约8%。 相似文献
3.
An in vivo three-dimensional fluorescence method for the determination of algae community structure was developed by parallel factor analysis(PARAFAC) and CHEMTAX. The PARAFAC model was applied to fluorescence excitation-emission matrix(EEM) of 60 algae species belonging to five divisions and 11 fluorescent components were identified according to the residual sum of squares and specificity of the composition profiles of fluorescent. By the 11 fluorescent components, the algae species at different growth stages were classified correctly at the division level using Bayesian discriminant analysis(BDA). Then the reference fluorescent component ratio matrix was constructed for CHEMTAX, and the EEM–PARAFAC–CHEMTAX method was developed to differentiate algae taxonomic groups. The correct discrimination ratios(CDRs) when the fluorometric method was used for single-species samples were 100% at the division level, except for Bacillariophyta with a CDR of 95.6%. The CDRs for the mixtures were above 94.0% for the dominant algae species and above 87.0% for the subdominant algae species. However, the CDRs of the subdominant algae species were too low to be unreliable when the relative abundance estimated was less than 15.0%. The fluorometric method was tested using the samples from the Jiaozhou Bay and the mesocosm experiments in the Xiaomai Island Bay in August 2007. The discrimination results of the dominant algae groups agreed with microscopy cell counts, as well as the subdominant algae groups of which the estimated relative abundance was above 15.0%. This technique would be of great aid when low-cost and rapid analysis is needed for samples in a large batch. The fluorometric technique has the ability to correctly identify dominant species with proper abundance both in vivo and in situ. 相似文献
4.
为探讨浒苔绿潮消亡腐败过程中的营养盐释放规律以及浒苔绿潮聚积腐烂对海水水质的影响，在室外模拟近岸浒苔绿潮聚积腐烂过程，并于2018年6月在浒苔绿潮靠岸前开始对主要浒苔绿潮聚积地(鳌山湾、鳌山湾口的海参池、石老人海域)进行观测，实时记录浒苔腐烂状况及对周边环境的影响。模拟实验结果表明:各形态氮、磷营养盐在浒苔腐烂分解过程中升高明显，且以溶解有机态、颗粒态为主。其中生物量为5 g/L实验组溶解有机氮(Dissolved Organic Nitrogen，DON)、颗粒态氮(Particulate Nitrogen，PN)、溶解有机磷(Dissolved Organic Phosphorus，DOP)、颗粒态磷(Particulate Phosphorus，PP)的浓度在浒苔腐烂分解过程中达本底浓度的5～10倍以上。现场调查结果显示，随着浒苔绿潮在青岛近岸聚积，各调查站点的溶解无机氮(Dissolved Inorganic Nitrogen，DIN)、DON、DOP受浒苔绿潮吸收影响均降至最低值，后随着浒苔绿潮腐烂逐渐上升，水质恶化。其中鳌山湾受浒苔绿潮腐烂影响最为严重，在调查期间水体甚至劣于二类水质。PN、PP为调查区内营养盐的主要赋存形式，其中鳌山湾海域PP变化最为明显，随着浒苔绿潮聚积腐烂达到最高值(2.02 μmol/L)。相比于鳌山湾，石老人海域海水交换能力强且在浒苔绿潮靠岸后进行了及时拦截打捞，受浒苔绿潮消亡腐烂影响较小。浒苔绿潮靠岸聚积腐烂，使海域内营养盐含量与结构明显变化，影响海域浮游植物群落结构的稳定,可能引发赤潮等次生生态灾害。因此需要及时清理聚积在青岛近岸的浒苔，避免其腐烂对周边环境造成影响。 相似文献
5.
渤海有色溶解有机物的三维荧光光谱特征 总被引：1，自引：0，他引：1
本文采用三维荧光光谱(FEEMs)技术, 结合FEEMs特定光谱区荧光区域积分(FRI)法, 测定了2010年9月中旬渤海23个站位不同层次的有色溶解有机物(CDOM)样品, 以探讨渤海CDOM组分的水平和垂直分布特征以及控制因素。FEEMs的总累计积分和各荧光团的荧光区域积分比例可作为表征海域CDOM分布特征的一个良好指标, 且优于常规的单点荧光法。结果表明, 渤海CDOM中含有类腐殖质荧光团A、B、C, 类色氨酸荧光团M, 以及类酪氨酸荧光团N。从沿海至外海, CDOM总累计积分值不断减小。其中紫外区类腐殖质A的荧光区域积分比例无显著变化; 可见区陆源类腐殖质B的荧光区域积分比例也不断减小, 表明陆源输入为沿海区域CDOM的主要来源; 而可见区海源类腐殖质C、类蛋白质荧光团M、N的荧光区域积分比例和叶绿素浓度不断升高, 显示了生物活动的贡献。从层次来看, 沿海CDOM的总累计积分为: 表层>底层>中层; 而外海CDOM的总累计积分呈相反趋势。其中, 紫外区类腐殖质A的荧光区域积分比例在整个海域最小, 垂直分布无明显变化; 可见区陆源类腐殖质B的荧光区域积分比例与沿海CDOM总累计积分相一致; 可见区海源类腐殖质C、类蛋白质M和N的荧光区域积分比例与外海CDOM总累计积分相一致, 这反映了CDOM的垂直分布是由光化学反应、生物作用和沉积物再悬浮共同控制的特性。 相似文献
6.
长江口盐度梯度下有色溶解有机物的分布、来源与季节变化 总被引：3，自引：2，他引：1
通过测定有色溶解有机物（CDOM）的吸收光谱和荧光光谱研究了2015年3月和7月长江口盐度梯度下CDOM的分布、组成、来源及河口混合行为等。利用激发发射矩阵荧光光谱（EEMs）并结合平行因子分析（PARAFAC）,研究了CDOM的荧光组分特征,共识别出两类4个荧光组分组成,即类腐殖质荧光组分C1（260,375/490 nm）、C2（365/440 nm）、C3（330/400 nm）及类蛋白质荧光组分C4（295/345 nm）。结果表明,3月和7月,4种荧光组分的分布模式与总荧光强度都基本一致:从口内到口外,先升高后降低,且4种组分都在河口呈现不保守混合行为,在最大浑浊带处存在添加过程,达到峰值,在口外有去除过程。3月腐殖化指数HIX范围在1.12~7.19,而7月HIX的范围在0.87~6.71;生物指数BIX在3月范围在0.76~1.11,7月为0.62~1.15,表明3月CDOM的腐殖化程度较7月高,而自生贡献比例较7月略低。3月吸收系数α（355）的平均值为0.55 m-1 ,7月的略高,为0.61 m-1,表明7月长江口CDOM的含量略高。光谱斜率比值SR的季节性变化不大,都是近岸低,远岸高,表明CDOM的平均分子质量从口内到口外在逐渐增加。 相似文献
7.
东海赤潮高发区表层沉积物中部分脂类标记物的分布与来源 总被引：2，自引：1，他引：1
通过对2005年和2006年东海赤潮高发区表层沉积物部分脂类标记物（正构烷烃、脂肪酸等）的分析，初步探讨了表层沉积物有机物的来源。沉积物中正构烷烃的碳优势指数Icp值及姥鲛烷／植烷的质量比（Pr／Ph）普遍较低，而n-C16,n-C18的质量分数较高。分析表明，石油烃是东海赤潮高发区表层沉积物脂肪烃的主要成分。来源于细菌、海洋微藻和陆生高等植物的脂肪酸如直链饱和脂肪酸、支链饱和脂肪酸、不（多不）饱和脂肪酸等在2005～2006年间的组成和分布比较稳定：直链脂肪酸含量普遍较高，其次为支链脂肪酸和单不饱和脂肪酸，多不饱和脂肪酸含量相对较少。利用生物标记物分析表明，海洋自生生物源（细菌、海洋微藻等）是沉积物中脂肪酸的主要来源，陆源脂肪酸对东海赤潮高发区表层沉积物的贡献较小。 相似文献
8.
根据2018年4月(春季，绿潮前期)和7月(夏季，绿潮后期) 南黄海营养盐、温度、盐度等水文参数及每日绿潮卫星监测数据，深入分析2018年绿潮的发展规律与营养盐结构特征之间的关系。结果表明：4月25在江苏南通外海首次发现浒苔绿潮，8月中旬在山东半岛近海消亡，其发展区域集中在122°E以西近海，且快速增殖阶段处在35°N以南江苏近海。各组分的营养盐浓度受沿岸径流、冷水团及生物作用等因素影响，均呈现江苏近海高外海以及北部低的特征。对比绿潮发展和营养盐分布呈现3个明显的绿潮−营养盐特征区域：高营养盐−绿潮快速发展区域(35°N以南，122°E 以西，江苏近海)；低营养盐−绿潮消亡区域(35°N以北，122°E 以西，山东半岛外海域)及122°E以东外海无绿潮区域。不同特征区营养盐变化表明，江苏近岸较高的营养盐含量(${\rm{NO}}_3^- $-N>6.5 μmol/L, ${\rm{PO}}_4^{3-} $-P>0.27 μmol/L)和丰富来源是浒苔萌发和绿潮快速发展的重要物质基础，为绿潮发展提供了主要的氮、磷生源要素。北部山东半岛南外海较低的营养盐水平(7月，DIN<2 μmol/L, ${\rm{PO}}_4^{3-} $-P<0.03 μmol/L)是限制绿潮继续发展的重要因素。 相似文献
9.
本文基于长江口及其邻近海域2015年3月和7月的现场调查数据,选取水温、盐度、总氮(TN)、总磷(TP)、溶解氧和有色溶解有机物(CDOM)特征吸收系数aCDOM(355)、aCDOM(455)作为输入变量,叶绿素a浓度作为输出变量,应用支持向量机回归(SVR)算法建立模型并预测长江口邻近海域叶绿素a的浓度。结果表明,SVR构建的叶绿素a预测模型得到的预测值和实测值有很好的一致性,在0.01的显著性水平下,训练集和验证集的Pearson相关性系数分别达到0.886和0.840,均方误差MSE分别为0.024 0和0.041 8,能够较为准确预测叶绿素a浓度,研究结果可为我国近海生态环境监测提供技术支持。 相似文献
10.
The southern Changjiang River Estuary has attracted considerable attention from marine scientists because it is a highly biologically active area and is biogeochemically significant.Moreover,land-ocean interactions strongly impact the estuary,and harmful algal blooms(HABs) frequently occur in the area.In October 2010 and May 2011,water samples of chromophoric dissolved organic matter(CDOM) were collected from the southern Changjiang River Estuary.Parallel factor analysis(PARAFAC) was used to assess the samples' CDOM composition using excitation-emission matrix(EEM) spectroscopy.Four components were identified:three were humic-like(C1,C2 and C3) and one was protein-like(C4).Analysis based on spatial and seasonal distributions,as well as relationships with salinity,Chl a and apparent oxygen utilization(AOU),revealed that terrestrial inputs had the most significant effect on the three humic-like Components C1,C2 and C3 in autumn.In spring,microbial processes and phytoplankton blooms were also important factors that impacted the three components.The protein-like Component C4 had autochthonous and allochthonous origins and likely represented a biologically labile component.CDOM in the southern Changjiang River Estuary was mostly affected by terrestrial inputs.Microbial processes and phytoplankton blooms were also important sources of CDOM,especially in spring.The fluorescence intensities of the four components were significantly higher in spring than in autumn.On average,C1,C2,C3,C4 and the total fluorescence intensity(TFI) in the surface,middle and bottom layers increased by123%–242%,105%–195%,167%–665%,483%–567% and 184%–245% in spring than in autumn,respectively.This finding corresponded with a Chl a concentration that was 16–20 times higher in spring than in autumn and an AOU that was two to four times lower in spring than in autumn.The humification index(HIX) was lower in spring that in autumn,and the fluorescence index(FI) was higher in spring than in autumn.This result indicated that the CDOM was labile and the biological activity was intense in spring. 相似文献