4.5 Article

Integrated Principal Component Analysis of Microcystis aeruginosa Dissolved Organic Matter and Assessment of UV-C Pre-Treatment on Cyanobacteria-Containing Water

期刊

CLEAN-SOIL AIR WATER
卷 42, 期 4, 页码 442-448

出版社

WILEY-BLACKWELL
DOI: 10.1002/clen.201200628

关键词

Cyanobacterial bloom; PARAFAC; PCA; Water quality

资金

  1. China Postdoctoral Science Foundation [2012M521603]
  2. Key Program of National Natural Science of China [U1201234]
  3. National Major Science and Technology Project of China [2008ZX07421-002]

向作者/读者索取更多资源

The intrinsic characteristic of chromophoric dissolved organic matter (CDOM) and bioactivity materials derived from toxic Microcystis aeruginosa was investigated. Fluorescence excitation emission matrix combined with parallel factor analysis (EEM-PARAFAC) determined six CDOM components, and principal component analysis (PCA) identified two integrated principle factors. PCA factor 1 mainly represented the intracellular and extracellular microbial active components, and factor 2 represented the extracellular residuals and degraded products. These two PCA factors accounted for 53 and 31% of the variance in nine parameters distributions, and were used to assess the variation pattern of DOM. The variation tendencies of PCA factors in experiments using single UV-C (254nm), UV-C/H2O2, UV-C/HCO3-, UV-C/NO3-, and UV-C/humic acid were estimated. Photolysis and photo-oxidation were dominating processes in single UV-C irradiation, and H2O2 improved photo-oxidation, resulting in high efficient removal of intracellular DOM and extracellular DOM. The presences of HCO3-, NO3- and humic acid had negative effects on the degradation of extracellular DOM, but little influence on intracellular DOM. Results revealed that UV-C/H2O2 can be considered as an option for the pretreatment of cyanobacteria-contained water, and EEM-PARAFAC-PCA can be applied to simplify multiple parameters in water treatment process, which would be benefit to water quality monitoring and management.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.5
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据