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基于EEMs及PARAFAC的洪湖、东湖与梁子湖CDOM组成特征分析 被引量:21

Characterizing Chromophoric Dissolved Organic Matter(CDOM) in Lake Honghu,Lake Donghu and Lake Liangzihu Using Excitation-Emission Matrices(EEMs) Fluorescence and Parallel Factor Analysis(PARAFAC)
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摘要 国内外关于长江中下游地区如洪湖、东湖及梁子湖等大中型浅水湖泊DOM组成特征的分析较少,本文基于2007年9月-10月洪湖、东湖与梁子湖34个站点野外实地采样数据,运用三维荧光图谱(EEMs)与平行因子分析(PARAEAC)模型,着重分析了三个湖泊CDOM吸收荧光特性及组成特征。结果表明,CDOM在350 nm处吸收系数a(350)在三个湖泊表现为洪湖极显著高于东湖与梁子湖(P<0.001);三个湖泊CDOM光谱斜率S_(208~500)与a(350)呈极显著负相关(R^2=0.781,p<0.001)且洪湖S_(280~500)值极显著低于东湖与梁子湖P<0.01);光谱斜率比值S_R值也表现为洪湖显著低于东湖与梁子湖(p<0.05)。PARAFAC模型解析得到两个类腐殖质组分(C1,C2),两个类蛋白质组分(C3,C4),其中组分C1与C2呈极显著正相关(R^2=0.884,p<0.001),组分C3与C4亦为极显著正相关(R^2=0.677,p<0.001),这表明三个湖泊CDOM组分C1与C2,C3与C4来源相似,然而统计结果并未发现四个荧光组分与DOC及Chl-a浓度之间存在任何显著性相关关系。三个湖泊荧光指数FI_(255)(HIX),FI_(265),FI_(310)(BIX)与FI_(370)值均表现为东湖显著高于梁子湖(P<0.05),极显著高于洪湖(P<0.01),这意味着东湖富营养化程度高于洪湖与梁子湖。 Abstract Little is known about DOM characteristics in medium to large sized lakes located in the middle and lower reaches of Yangtze River, like Lake Honghu, Lake Donghu and Lake Liangzihu. Absorption, fluorescence and composition characteristics of chromophoric dissolved organic matter (CDOM) are presented using the absorption spectroscopy, the excitation-emission ma- trices (EEMs) fluorescence and parallel factor analysis (PARAFAC) model based on the data collected in Sep. -Oct. 2007 inclu- ding 15, 9 and 10 samplings in Lake Honghu, Lake Donghu and Lake Liangzihu, respectively. CDOM absorption coefficient at 350 nm a(350) coefficient in Lake Honghu was significantly higher than those in Lake Donghu and Lake Liangzihu (t-test, p~ 0. 001). A significant negative correlation was found between CDOM spectral slope in the wavelength range of 280 ~ 500 nm (Sz^0-so0) and a(350) (R2 =0. 781, p^0. 001). The mean value of SzB^-~0o in Lake Honghu was significantly lower than those in Lake Donghu (t-test, p〈0. 01) and Lake Liangzihu (t-test, p〈0. 001). The mean value of spectral slope ratio SR in Lake Hon- ghu was also significantly lower than those in Lake Donghu and Lake Liangzihu (t-test, p〈0. 05). Two humic-like (C1, C2) and two protein-like fluorescent components (C3, C4) were identified by PARAFAC model, among which significant positive correlations were found between C1 and C2 (Rz =0. 884, p〈0. 001), C3 and C4 (R2 =0. 677, p〈0. 001), respectively, sug- gesting that the sources of the two humic-like components as well as the two protein-like components were similar. However, no significant correlation has been found between those 4 fluorescent components and IX)C concentration. The fluorescence indices of FIzss (HIX), Fh6s, FI31o (BIX) and FiaT0 in Lake Donghu were all significantly higher than those in Lake Liangzihu (t-test, p d0.05) and Lake Honghu (t-test, p〈0.01), indicating that the eutrophication status in Lake Donghu was higher than Lake Honghu and Lake Liangzihu.
出处 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2013年第12期3286-3292,共7页 Spectroscopy and Spectral Analysis
基金 江苏省杰出青年基金项目(BK2012050) 中国科学院南京地理与湖泊研究所'一三五'重点布局项目(IGLAS2012135003) 国家水体污染控制与治理科技重大专项(2012ZX07101-010)资助
关键词 有色可溶性有机物 平行因子分析 洪湖 东湖 梁子湖 Chromophoric dissolved organic matter Parallel factor analysis Lake Honghu Lake Donghu Lake Liangzihu
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