Characteristic Regions of the Fluorescence Excitation-Emission Matrix (EEM) To Identify Hydrophobic/Hydrophilic Contents of Organic Matter in Membrane Bioreactors
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作者:
Xiao, Kang
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Sch Environm, Beijing 100084, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Xiao, Kang
[1
,2
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Shen, Yuexiao
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Univ Calif Berkeley, Dept Chem, Berkeley, CA 94720 USAUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Shen, Yuexiao
[3
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Liang, Shuai
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机构:
Beijing Forestry Univ, Coll Environm Sci & Engn, Beijing 100083, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Liang, Shuai
[4
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Tan, Jihua
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Tan, Jihua
[1
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Wang, Xiaomao
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Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Sch Environm, Beijing 100084, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Wang, Xiaomao
[2
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Liang, Peng
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Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Sch Environm, Beijing 100084, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Liang, Peng
[2
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Huang, Xia
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Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Sch Environm, Beijing 100084, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Huang, Xia
[2
]
机构:
[1] Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
[2] Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Sch Environm, Beijing 100084, Peoples R China
[3] Univ Calif Berkeley, Dept Chem, Berkeley, CA 94720 USA
[4] Beijing Forestry Univ, Coll Environm Sci & Engn, Beijing 100083, Peoples R China
This study systematically investigated the correlations between fluorescence distributions characterized by the excitation-emission matrix (EEM) and hydrophobic/hydrophilic composition of dissolved organic matter (DOM) in membrane bioreactors (MBRs). On the basis of samples from 10 full-scale MBRs, we performed point-to-point comparisons among different components using an EEM fluorescence quotient (FQ) method and obtained a hydrophobic/hydrophilic fluorophore distribution map via Wilcoxon signed rank test. Hydrophobic acids/bases (HOA/HOB) concentrated in the low-wavelength region [excitation wave length (Ex) < 235 nm], while hydrophilic substances (HIS) were enriched in the region of Ex > 235 nm [especially with emission wavelength (Em) = 300-360 nm]. Quantitatively, EEM regional contribution to whole wavelength fluorescence was found to significantly correlate with the hydrophobic/hydrophilic proportions of DOM, with Pearson's coefficients of 0.94 and 0.78 (p < 0.01) for HOA and HIS, respectively. We established a linear regression model showing the HOA proportion as a function of the EEM regional contribution at (Ex, Em) = (200-285, 340-465 nm), with R-2 = 0.876, which was validated via leave-one-out cross-validation and Monte Carlo simulation. This study shows a statistically hydrophobicity-dependent fluorescence property across different MBRs, and it might be applied to provide a quick estimation of hydrophobic/hydrophilic composition of DOM in wastewater treatment systems based on EEM monitoring.
机构:
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Yu, Jinlan
Xiao, Kang
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机构:
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
CAS Ctr Excellence Tibetan Plateau Earth Sci, Beijing 100101, Peoples R China
Tsinghua Univ, Sch Environm, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Xiao, Kang
Xue, Wenchao
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Asian Inst Technol, Sch Environm Resources & Dev, Klongluang 12120, Pathumthani, ThailandUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Xue, Wenchao
Shen, Yue-xiao
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Texas Tech Univ, Dept Civil Environm & Construct Engn, Lubbock, TX 79409 USAUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Shen, Yue-xiao
Tan, Jihua
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Tan, Jihua
Liang, Shuai
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机构:
Beijing Forestry Univ, Coll Environm Sci & Engn, Beijing 100083, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Liang, Shuai
Wang, Yanfen
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机构:
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
CAS Ctr Excellence Tibetan Plateau Earth Sci, Beijing 100101, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Wang, Yanfen
Huang, Xia
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机构:
Tsinghua Univ, Sch Environm, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R China
Tsinghua Univ, Res & Applicat Ctr Membrane Technol, Sch Environm, Beijing 100084, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
机构:
Univ Arizona, Dept Chem & Environm Engn, 1133 E James E Rogers Way,Harshbarger 108, Tucson, AZ 85721 USAUniv Arizona, Dept Chem & Environm Engn, 1133 E James E Rogers Way,Harshbarger 108, Tucson, AZ 85721 USA
Park, Minkyu
Snyder, Shane A.
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Univ Arizona, Dept Chem & Environm Engn, 1133 E James E Rogers Way,Harshbarger 108, Tucson, AZ 85721 USA
Natl Univ Singapore, Environm Res Inst, T Lab Bldg 02-01,5A Engn Dr, Singapore 117411, SingaporeUniv Arizona, Dept Chem & Environm Engn, 1133 E James E Rogers Way,Harshbarger 108, Tucson, AZ 85721 USA
机构:
Korea Army Acad Young Cheon, Dept Civil & Environm Engn, 135-1 Changhari, Yeongcheon Si 770849, Gyeongbuk, South KoreaKorea Army Acad Young Cheon, Dept Civil & Environm Engn, 135-1 Changhari, Yeongcheon Si 770849, Gyeongbuk, South Korea
Heo, Jiyong
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Yoon, Yeomin
Kim, Do-Hyung
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Korea Environm Ind & Technol Inst, Soil Environm Ctr, 215 Jinheungno, Seoul 122706, South KoreaKorea Army Acad Young Cheon, Dept Civil & Environm Engn, 135-1 Changhari, Yeongcheon Si 770849, Gyeongbuk, South Korea
Kim, Do-Hyung
Lee, Heebum
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Korea Army Acad Young Cheon, Dept Civil & Environm Engn, 135-1 Changhari, Yeongcheon Si 770849, Gyeongbuk, South KoreaKorea Army Acad Young Cheon, Dept Civil & Environm Engn, 135-1 Changhari, Yeongcheon Si 770849, Gyeongbuk, South Korea
Lee, Heebum
Lee, Deokjae
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Korea Army Acad Young Cheon, Dept Civil & Environm Engn, 135-1 Changhari, Yeongcheon Si 770849, Gyeongbuk, South KoreaKorea Army Acad Young Cheon, Dept Civil & Environm Engn, 135-1 Changhari, Yeongcheon Si 770849, Gyeongbuk, South Korea
Lee, Deokjae
Her, Namguk
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Korea Army Acad Young Cheon, Dept Civil & Environm Engn, 135-1 Changhari, Yeongcheon Si 770849, Gyeongbuk, South KoreaKorea Army Acad Young Cheon, Dept Civil & Environm Engn, 135-1 Changhari, Yeongcheon Si 770849, Gyeongbuk, South Korea