TY - JOUR
T1 - Evaluation of virus reduction efficiency in wastewater treatment unit processes as a credit value in the multiplebarrier system for wastewater reclamation and reuse
AU - Ito, Toshihiro
AU - Kato, Tsuyoshi
AU - Hasegawa, Makoto
AU - Katayama, Hiroyuki
AU - Ishii, Satoshi
AU - Okabe, Satoshi
AU - Sano, Daisuke
N1 - Publisher Copyright:
© IWA Publishing 2016.
PY - 2016/12
Y1 - 2016/12
N2 - The virus reduction efficiency of each unit process is commonly determined based on the ratio of virus concentration in influent to that in effluent of a unit, but the virus concentration in wastewater has often fallen below the analytical quantification limit, which does not allow us to calculate the concentration ratio at each sampling event. In this study, left-censored datasets of norovirus (genogroup I and II), and adenovirus were used to calculate the virus reduction efficiency in unit processes of secondary biological treatment and chlorine disinfection. Virus concentration in influent, effluent from the secondary treatment, and chlorine-disinfected effluent of four municipal wastewater treatment plants were analyzed by a quantitative polymerase chain reaction (PCR) approach, and the probabilistic distributions of log reduction (LR) were estimated by a Bayesian estimation algorithm. The mean values of LR in the secondary treatment units ranged from 0.9 and 2.2, whereas those in the free chlorine disinfection units were from 0.1 and 0.5. The LR value in the secondary treatment was virus type and unit process dependent, which raised the importance for accumulating the data of virus LR values applicable to the multiple-barrier system, which is a global concept of microbial risk management in wastewater reclamation and reuse.
AB - The virus reduction efficiency of each unit process is commonly determined based on the ratio of virus concentration in influent to that in effluent of a unit, but the virus concentration in wastewater has often fallen below the analytical quantification limit, which does not allow us to calculate the concentration ratio at each sampling event. In this study, left-censored datasets of norovirus (genogroup I and II), and adenovirus were used to calculate the virus reduction efficiency in unit processes of secondary biological treatment and chlorine disinfection. Virus concentration in influent, effluent from the secondary treatment, and chlorine-disinfected effluent of four municipal wastewater treatment plants were analyzed by a quantitative polymerase chain reaction (PCR) approach, and the probabilistic distributions of log reduction (LR) were estimated by a Bayesian estimation algorithm. The mean values of LR in the secondary treatment units ranged from 0.9 and 2.2, whereas those in the free chlorine disinfection units were from 0.1 and 0.5. The LR value in the secondary treatment was virus type and unit process dependent, which raised the importance for accumulating the data of virus LR values applicable to the multiple-barrier system, which is a global concept of microbial risk management in wastewater reclamation and reuse.
KW - Bayesian estimation
KW - Left-censored data
KW - Log-normal distribution
KW - Paired and unpaired data
KW - Virus reduction efficiency
KW - Wastewater reclamation and reuse
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U2 - 10.2166/wh.2016.096
DO - 10.2166/wh.2016.096
M3 - Article
C2 - 27959867
AN - SCOPUS:85006085670
SN - 1477-8920
VL - 14
SP - 879
EP - 889
JO - Journal of Water and Health
JF - Journal of Water and Health
IS - 6
ER -