|
|
Impacts of backwashing on micropollutant removal and associated microbial assembly processes in sand filters |
Donglin Wang1,2, Jie Zhou1,2, Hui Lin1,2, Junwen Chen3, Jing Qi1, Yaohui Bai1( ), Jiuhui Qu1,3 |
1. Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China 2. University of Chinese Academy of Sciences, Beijing 100049, China 3. Center for Water and Ecology, State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 100084, China |
|
|
Abstract ● Backwashing in sand filters with 2-h and 4-h EBCTs was simulated. ● Removal efficiency of five micropollutants recovered within 2 d at 2-h EBCT. ● Active biomass of sand filters recovered within 2 d under two EBCTs. ● Microbial composition gradually recovered to pre-backwashing level at 2-h EBCT. ● Recovered microbes only accounted for 15.55 %–25.69 % in the sand filters at 4-h EBCT. Backwashing is crucial for preventing clogging of sand filters. However, few studies have investigated the effect of backwashing on micropollutant removal and the dynamic changes in the microbial community in sand filters. Here, we used a series of manganese and quartz sand filters under empty bed contact times (EBCTs) of 2 h and 4 h to explore variations in micropollutant degradation and temporal dynamics of the microbial community after backwashing. The results showed that the removal efficiencies of caffeine, sulfamethoxazole, sulfadiazine, trimethoprim, atrazine, and active biomass recovered within 2 d after backwashing in both types of sand filters at 2-h EBCT, but the recovery of sulfadiazine and trimethoprim was not observed at 4-h EBCT. Moreover, the removal efficiency of atenolol increased after backwashing in the manganese sand filters, whereas maintained almost complete removal efficiency in the quartz sand filters at both EBCTs. Pearson correlation analysis indicated that microbial community composition gradually recovered to the pre-backwashing level (R increased from 0.53 to 0.97) at 2-h EBCT, but shifted at 4-h EBCT (R < 0.25) after backwashing. Furthermore, the compositions of the recovered, depleted, and improved groups of microbes were distinguished by applying hierarchical clustering to the differentially abundant amplicon sequence variants. The cumulative relative abundance of recovered microbes at 2-h EBCT was 82.76 % ± 0.43 % and 46.82 % ± 4.34 % in the manganese and quartz sand filters, respectively. In contrast, at 4-h EBCT, the recovered microbes dropped to 15.55 %–25.69 % in both types of sand filters.
|
Keywords
Sand filter
Backwashing
Recovery
Micropollutants
Community composition
|
Corresponding Author(s):
Yaohui Bai
|
About author: Tongcan Cui and Yizhe Hou contributed equally to this work. |
Issue Date: 13 October 2022
|
|
1 |
A Amirtharajah . (1993). Optimum backwashing of filters with air scour: a review. Water Science and Technology, 27(10): 195–211
https://doi.org/10.2166/wst.1993.0232
|
2 |
Y Bai , R Liu , J Liang , J Qu . (2013). Integrated metagenomic and physiochemical analyses to evaluate the potential role of microbes in the sand filter of a drinking water treatment system. PLoS One, 8(4): e61011
https://doi.org/10.1371/journal.pone.0061011
pmid: 23593378
|
3 |
C M G Carpenter , D E Helbling . (2017). Removal of micropollutants in biofilters: Hydrodynamic effects on biofilm assembly and functioning. Water Research, 120: 211–221
https://doi.org/10.1016/j.watres.2017.04.071
pmid: 28494247
|
4 |
A Daneshvar , K Aboulfadl , L Viglino , R Broséus , S Sauvé , A S Madoux-Humery , G A Weyhenmeyer , M Prévost . (2012). Evaluating pharmaceuticals and caffeine as indicators of fecal contamination in drinking water sources of the Greater Montreal region. Chemosphere, 88(1): 131–139
https://doi.org/10.1016/j.chemosphere.2012.03.016
pmid: 22475153
|
5 |
F H De Souza , B S Pizzolatti , M L Sens . (2021). Backwash as a simple operational alternative for small-scale slow sand filters: from conception to the current state of the art. Journal of Water Process Engineering, 40: 101864
https://doi.org/10.1016/j.jwpe.2020.101864
|
6 |
Y Deng , Y Mao , B Li , C Yang , T Zhang . (2016). Aerobic degradation of sulfadiazine by Arthrobacter spp.: kinetics, pathways, and genomic characterization. Environmental Science & Technology, 50(17): 9566–9575
https://doi.org/10.1021/acs.est.6b02231
pmid: 27477918
|
7 |
C Di Marcantonio , C Bertelkamp , N van Bel , T E Pronk , P H A Timmers , P van der Wielen , A M Brunner . (2020). Organic micropollutant removal in full-scale rapid sand filters used for drinking water treatment in the Netherlands and Belgium. Chemosphere, 260: 127630
https://doi.org/10.1016/j.chemosphere.2020.127630
pmid: 32758778
|
8 |
S Eder, M Torko, A Montalbetti, P Azzari, L Nyström (2021). Pigeon pea husk for removal of emerging contaminants trimethoprim and atenolol from Water. Molecules (Basel, Switzerland), 26(11): 3158
https://doi.org/10.3390/molecules26113158
pmid: 34070523
|
9 |
U S Epa (1990). Technologies for upgrading existing or designing new drinking water treatment facilities. Washington, DC: Environmental Protection Agency
|
10 |
M A Grace , M G Healy , E Clifford . (2016). Performance and surface clogging in intermittently loaded and slow sand filters containing novel media. Journal of Environmental Management, 180: 102–110
https://doi.org/10.1016/j.jenvman.2016.05.018
pmid: 27213863
|
11 |
M F Hamoda , I Al-Ghusain , N Z Al-Mutairi . (2004). Sand filtration of wastewater for tertiary treatment and water reuse. Desalination, 164(3): 203–211
https://doi.org/10.1016/S0011-9164(04)00189-4
|
12 |
S J Han , C S B Fitzpatrick , A Wetherill . (2009). Simulation of combined rapid gravity filtration and backwash models. Water Science & Technology, 60(5): 1361–1368
https://doi.org/10.2166/wst.2009.5_Erratum2
pmid: 19717925
|
13 |
S Y Hunce , E Soyer , O Akgiray . (2018). On the backwash expansion of graded filter media. Powder Technology, 333: 262–268
https://doi.org/10.1016/j.powtec.2018.04.032
|
14 |
M Inoue-Choi , P J Weyer , R R Jones , B J Booth , K P Cantor , K Robien , M H Ward . (2016). Atrazine in public water supplies and risk of ovarian cancer among postmenopausal women in the Iowa Women’s Health Study. Occupational and Environmental Medicine, 73(9): 582–587
https://doi.org/10.1136/oemed-2016-103575
pmid: 27371663
|
15 |
K Kokoszka , J Wilk , E Felis , S Bajkacz . (2021). Application of UHPLC-MS/MS method to study occurrence and fate of sulfonamide antibiotics and their transformation products in surface water in highly urbanized areas. Chemosphere, 283: 131189
https://doi.org/10.1016/j.chemosphere.2021.131189
pmid: 34153907
|
16 |
Q Liu , M Li , X Liu , Q Zhang , R Liu , Z Wang , X Shi , J Quan , X Shen , F Zhang . (2018). Removal of sulfamethoxazole and trimethoprim from reclaimed water and the biodegradation mechanism. Frontiers of Environmental Science & Engineering, 12(6): 1–8
https://doi.org/10.1007/s11783-018-1048-5
|
17 |
A Piche , A Campbell , S Cleary , I Douglas , O D Basu . (2019). Investigation of backwash strategy on headloss development and particle release in drinking water biofiltration. Journal of Water Process Engineering, 32: 100895
https://doi.org/10.1016/j.jwpe.2019.100895
|
18 |
B S Pizzolatti , M Soares , L Romero , M Luiz Sens . (2015). Comparison of backwashing with conventional cleaning methods in slow sand filters for small-scale communities. Desalination and Water Treatment, 54(1): 1–7
https://doi.org/10.1080/19443994.2013.879080
|
19 |
R M Summers , T M Louie , C L Yu , L Gakhar , K C Louie , M Subramanian . (2012). Novel, highly specific N-demethylases enable bacteria to live on caffeine and related purine alkaloids. Journal of Bacteriology, 194(8): 2041–2049
https://doi.org/10.1128/JB.06637-11
pmid: 22328667
|
20 |
Y Tan , T Lin , F Jiang , J Dong , W Chen , D Zhou . (2017). The shadow of dichloroacetonitrile (DCAN), a typical nitrogenous disinfection by-product (N-DBP), in the waterworks and its backwash water reuse. Chemosphere, 181: 569–578
https://doi.org/10.1016/j.chemosphere.2017.04.118
pmid: 28467950
|
21 |
J Wang , D De Ridder , A Van Der Wal , N B Sutton . (2021). Harnessing biodegradation potential of rapid sand filtration for organic micropollutant removal from drinking water: a review. Critical Reviews in Environmental Science and Technology, 51(18): 2086–2118
https://doi.org/10.1080/10643389.2020.1771888
|
22 |
J Wang , C Zhang , B A J Poursat , D de Ridder , H Smidt , A van der Wal , N B Sutton . (2022). Unravelling the contribution of nitrifying and methanotrophic bacteria to micropollutant co-metabolism in rapid sand filters. Journal of Hazardous Materials, 424: 127760
https://doi.org/10.1016/j.jhazmat.2021.127760
pmid: 34836694
|
23 |
C A Woolfolk . (1975). Metabolism of N-methylpurines by a Pseudomonas putida strain isolated by enrichment on caffeine as the sole source of carbon and nitrogen. Journal of Bacteriology, 123(3): 1088–1106
https://doi.org/10.1128/jb.123.3.1088-1106.1975
pmid: 1158847
|
24 |
Y Xu , J Radjenovic , Z Yuan , B J Ni . (2017). Biodegradation of atenolol by an enriched nitrifying sludge: products and pathways. Chemical Engineering Journal, 312: 351–359
https://doi.org/10.1016/j.cej.2016.11.153
|
25 |
C L Yu , Y Kale , S Gopishetty , T M Louie , M Subramanian . (2008). A novel caffeine dehydrogenase in Pseudomonas sp. strain CBB1 oxidizes caffeine to trimethyluric acid. Journal of Bacteriology, 190(2): 772–776
https://doi.org/10.1128/JB.01390-07
pmid: 17981969
|
26 |
T L Zearley , R S Summers . (2012). Removal of trace organic micropollutants by drinking water biological filters. Environmental Science & Technology, 46(17): 9412–9419
https://doi.org/10.1021/es301428e
pmid: 22881485
|
27 |
J Zhou , D Wang , F Ju , W Hu , J Liang , Y Bai , H Liu , J Qu . (2022). Profiling microbial removal of micropollutants in sand filters: biotransformation pathways and associated bacteria. Journal of Hazardous Materials, 423: 127167
https://doi.org/10.1016/j.jhazmat.2021.127167
pmid: 34536843
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|