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Influence of pore structure on biologically activated carbon performance and biofilm microbial characteristics

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Abstract

Optimizing the characteristics of granular activated carbon (GAC) can improve the performance of biologically activated carbon (BAC) filters, and iodine value has always been the principal index for GAC selection. However, in this study, among three types of GAC treating the same humic acid-contaminated water, one had an iodine value 35% lower than the other two, but the dissolved organic carbon removal efficiency of its BAC was less than 5% away from the others. Iodine value was found to influence the removal of different organic fractions instead of the total removal efficiency. Based on the removal and biological characteristics, two possible mechanisms of organic matter removal during steady-state were suggested. For GAC with poor micropore volume and iodine value, high molecular weight substances (3500–9000 Da) were removed mainly through degradation by microorganisms, and the biodegraded organics (soluble microbial by-products, < 3500 Da) were released because of the low adsorption capacity of activated carbon. For GAC with higher micropore volume and iodine value, organics with low molecular weight (< 3500 Da) were more easily removed, first being adsorbed by micropores and then biodegraded by the biofilm. The biomass was determined by the pore volume with pore diameters greater than 100 µm, but did not correspond to the removal efficiency. Nevertheless, the microbial community structure was coordinate with both the pore structure and the organic removal characteristics. The findings provide a theoretical basis for selecting GAC for the BAC process based on its pore structure.

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References

  • Boon N, Pycke B F, Marzorati M, Hammes F (2011). Nutrient gradients in a granular activated carbon biofilter drives bacterial community organization and dynamics. Water Research, 45(19): 6355–6361

    Article  CAS  Google Scholar 

  • Chen M, Liu W, Tan G, Han L (2013). Study on the influential factors on expansion curves of up-flow GAC process in waterworks. Water and Wastewater Engineering, 39(3): 115–120 (in Chinese)

    Google Scholar 

  • Chen S, Zhou Y, Chen Y, Gu J (2018). Fastp: An ultra-fast all-in-one FASTQ preprocessor. Bioinformatics (Oxford, England), 34(17): i884–i890

    Article  Google Scholar 

  • Chen W, Westerhoff P, Leenheer J, Booksh K (2003). Fluorescence excitation-emission matrix regional integration to quantify spectra for dissolved organic matter. Environmental Science & Technology, 37(24): 5701–5710

    Article  CAS  Google Scholar 

  • Chiang Y C, Chiang P C, Huang C P (2001). Effects of pore structure and temperature on VOC adsorption on activated carbon. Carbon, 39(4): 523–534

    Article  CAS  Google Scholar 

  • Du Z, Jia R, Li C, Cui P, Song W, Liu J (2020). Pilot-scale UV/H2O2-BAC process for drinking water treatment — Analysis and comparison of different activated carbon columns. Chemical Engineering Journal, 382: 123044

    Article  CAS  Google Scholar 

  • Dussert W B, Stone V R G (1994). Biological activated carbon process for water purification. Water-Engineering & Management, 141(12): 22–24

    Google Scholar 

  • Edgar R C (2013). UPARSE: highly accurate OTU sequences from microbial amplicon reads. Nature Methods, 10(10): 996–998

    Article  CAS  Google Scholar 

  • Franz M, Arafat H A, Pinto N G (2000). Effect of chemical surface heterogeneity on the adsorption mechanism of dissolved aromatics on activated carbon. Carbon, 38(13): 1807–1819

    Article  CAS  Google Scholar 

  • Gibert O, Lefevre B, Fernandez M, Bernat X, Paraira M, Pons M (2013). Fractionation and removal of dissolved organic carbon in a full-scale granular activated carbon filter used for drinking water production. Water Research, 47(8): 2821–2829

    Article  CAS  Google Scholar 

  • Han L, Liu W, Chen M, Zhang M, Liu S, Sun R, Fei X (2013). Comparison of NOM removal and microbial properties in up-flow/down-flow BAC filter. Water Research, 47(14): 4861–1868

    Article  CAS  Google Scholar 

  • Herzberg M, Dosoretz C G, Kuhn J, Klein S, Green M (2006). Visualization of active biomass distribution in a BGAC fluidized bed reactor using GFP tagged Pseudomonas putida F1. Water Research, 40(14): 2704–2712

    Article  CAS  Google Scholar 

  • Hidayah E N, Chou Y C, Yeh H H (2016). Using HPSEC to identify NOM fraction removal and the correlation with disinfection by-product precursors. Water Science and Technology: Water Supply, 16(2): 305–313

    CAS  Google Scholar 

  • Hou L, Zhou Q, Wu Q, Gu Q, Sun M, Zhang J (2018). Spatiotemporal changes in bacterial community and microbial activity in a full-scale drinking water treatment plant. Science of the Total Environment, 625: 449–459

    Article  CAS  Google Scholar 

  • Jiang W, Xia S, Liang J, Zhang Z, Hermanowicz S W (2013). Effect of quorum quenching on the reactor performance, biofouling and biomass characteristics in membrane bioreactors. Water Research, 47(1): 187–196

    Article  CAS  Google Scholar 

  • Jørgensen N O G, Brandt K K, Nybroe O, Hansen M (2010). Vogesella mureinivorans sp. nov., a peptidoglycan-degrading bacterium from lake water. International Journal of Systematic and Evolutionary Microbiology, 60(10): 2467–2472

    Article  Google Scholar 

  • Kaarela O E, Harkki H A, Palmroth M R T, Tuhkanen T A (2015). Bacterial diversity and active biomass in full-scale granular activated carbon filters operated at low water temperatures. Environmental Technology, 36(6): 681–692

    Article  CAS  Google Scholar 

  • Karanfil T, Kilduff J (1999). Role of granular activated carbon surface chemistry on the adsorption of organic compounds. 1. Priority pollutants. Environmental Science & Technology, 33(18): 3217–3224

    Article  CAS  Google Scholar 

  • Klimenko N, Winther-Nielsen M, Smolin S, Nevynna L, Sydorenko J (2002). Role of the physico-chemical factors in the purification process of water from surface-active matter by biosorption. Water Research, 36(20): 5132–5140

    Article  CAS  Google Scholar 

  • Korotta-Gamage S M, Sathasivan A (2017). A review: Potential and challenges ofbiologically activated carbon to remove natural organic matter in drinking water purification process. Chemosphere, 167: 120–138

    Article  CAS  Google Scholar 

  • Lautenschlager K, Hwang C, Ling F, Liu W T, Boon N, Koster O, Egli T, Hammes F (2014). Abundance and composition of indigenous bacterial communities in a multi-step biofiltration-based drinking water treatment plant. Water Research, 62: 40–52

    Article  CAS  Google Scholar 

  • Liao X, Chen C, Wang Z, Wan R, Chang C H, Zhang X, Xie S (2013a). Changes of biomass and bacterial communities in biological activated carbon filters for drinking water treatment. Process Biochemistry, 48(2): 312–316

    Article  CAS  Google Scholar 

  • Liao X, Chen C, Wang Z, Wan R, Chang C H, Zhang X, Xie S (2013b). Pyrosequencing analysis of bacterial communities in drinking water biofilters receiving influents of different types. Process Biochemistry, 48(4): 703–707

    Article  CAS  Google Scholar 

  • Lillo-Ródenas M A, Cazorla-Amorós D, Linares-Solano A (2005). Behaviour of activated carbons with different pore size distributions and surface oxygen groups for benzene and toluene adsorption at low concentrations. Carbon, 43(8): 1758–1767

    Article  Google Scholar 

  • Liu C, Yang J, Li C, Zhou K, Liu Y, Gao Z, Chen W (2019). The variation of the biological activated carbon during the application and the judgement criterion of its invalidation. Water & Wastewater Engineering, 45(2): 9–16 (in Chinese)

    Google Scholar 

  • Liu S T, Yang H W, Liu W J, Zhao Y, Wang X M, Xie Y F F (2016). Evaluation of backwash strategies on biologically active carbon filters by using chloroacetic acids as indicator chemicals. Process Biochemistry, 51(7): 886–894

    Article  CAS  Google Scholar 

  • Lu Z, Sun W, Li C, Ao X, Yang C, Li S (2019). Bioremoval of non-steroidal anti-inflammatory drugs by Pseudoxanthomonas sp. DIN-3 isolated from biological activated carbon process. Water Research, 161: 459–472

    Article  CAS  Google Scholar 

  • Lu Z, Sun W, Li C, Cao W, Jing Z, Li S, Ao X, Chen C, Liu S (2020). Effect of granular activated carbon pore-size distribution on biological activated carbon filter performance. Water Research, 177: 115768

    Article  CAS  Google Scholar 

  • Magoč T, Salzberg S L (2011). FLASH: fast length adjustment of short reads to improve genome assemblies. Bioinformatics (Oxford, England), 27(21): 2957–2963

    Article  Google Scholar 

  • McKie M J, Bertoia C, Taylor-Edmonds L, Andrews S A, Andrews R C (2019). Pilot-scale comparison of cyclically and continuously operated drinking water biofilters: Evaluation of biomass, biological activity and treated water quality. Water Research, 149: 488–495

    Article  CAS  Google Scholar 

  • Moore B C, Cannon F S, Westrick J A, Metz D H, Shrive C A, DeMarco J, Hartman D J (2001). Changes in GAC pore structure during full-scale water treatment at Cincinnati a comparison between virgin and thermally reactivated GAC. Carbon, 39(6): 789–807

    Article  CAS  Google Scholar 

  • Morlay C, Joly J P (2010). Contribution to the textural characterisation of Filtrasorb 400 and other commercial activated carbons commonly used for water treatment. Journal of Porous Materials, 17(5): 535–543

    Article  CAS  Google Scholar 

  • Newcombe G, Drikas M, Hayes R (1997). Influence of characterised natural organic material on activated carbon adsorption effect on pore volume distribution and adsorption of 2-methylisoborneol. Water Research, 31(5): 1065–1073

    Article  CAS  Google Scholar 

  • Oh S, Hammes F, Liu W T (2018). Metagenomic characterization of biofilter microbial communities in a full-scale drinking water treatment plant. Water Research, 128: 278–285

    Article  CAS  Google Scholar 

  • Pharand L, Van Dyke M I, Anderson W B, Huck P M (2014). Assessment of biomass in drinking water biofilters by adenosine triphosphate. Journal- American Water Works Association, 106(10): E433–E444

    Article  Google Scholar 

  • Qi W, Li W, Zhang J, Wu X, Zhang J, Zhang W (2018). Effect of biological activated carbon filter depth and backwashing process on transformation of biofilm community. Frontiers of Environmental Science & Engineering, 13(1): 1–11

    Google Scholar 

  • Rameshkumar N, Lang E, Tanaka N (2016). Description of Vogesella oryzae sp. nov., isolated from the rhizosphere of saline tolerant pokkali rice. Systematic and Applied Microbiology, 39(1): 20–24

    Article  CAS  Google Scholar 

  • Ross P S, van der Aa L T J, van Dijk T, Rietveld L C (2019). Effects of water quality changes on performance of biological activated carbon (BAC) filtration. Separation and Purification Technology, 212: 676–683

    Article  CAS  Google Scholar 

  • Servais P, Billen G, Bouillot P (1994). Biological colonization of granular activated carbon filters in drinking- water treatment. Journal of Environmental Engineering, 120(4): 888–899

    Article  CAS  Google Scholar 

  • Sheu S Y, Chen J C, Young C C, Chen W M (2013). Vogesella fluminis sp. nov., isolated from a freshwater river, and emended description of the genus Vogesella. International Journal of Systematic and Evolutionary Microbiology, 63(Pt_8): 3043–3049

    Article  CAS  Google Scholar 

  • Stackebrandt E, Goebel B M (1994). Taxonomic note: A place for DNA-DNA reassociation and 16S rRNA sequence analysis in the present species definition in bacteriology. International Journal of Systematic Bacteriology, 44(4): 846–849

    CAS  Google Scholar 

  • Subhash Y, Tushar L, Sasikala C, Ramana C V (2013).Vogesella alkaliphila sp. nov., isolated from an alkaline soil, and emended description of the genus Vogesella. International Journal of Systematic and Evolutionary Microbiology, 63(Pt_6): 2338–2343

    Article  CAS  Google Scholar 

  • Wang Q, Garrity G M, Tiedje J M, Cole J R (2007). Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy. Applied and Environmental Microbiology, 73(16): 5261–5267

    Article  CAS  Google Scholar 

  • Wu Z, Zhang P, Zeng G, Zhang M, Jiang J (2012). Humic acid removal from water with polyaluminum coagulants: Effect of sulfate on aluminum polymerization. Journal of Environmental Engineering, 138(3): 293–298

    Article  CAS  Google Scholar 

  • Xu B, Gao N Y, Sun X F, Xia S J, Simonnot M O, Causserand C, Rui M, Wu H H (2007). Characteristics of organic material in Huangpu River and treatability with the O3-BAC process. Separation and Purification Technology, 57(2): 348–355

    Article  CAS  Google Scholar 

  • Yang J, Ma J, Song D, Zhai X, Kong X (2016). Impact of preozonation on the bioactivity and biodiversity of subsequent biofilters under low temperature conditions; A pilot study. Frontiers of Environmental Science & Engineering, 10(4): 5–10

    Article  CAS  Google Scholar 

  • Yang S D, Liao L H, Liu Z D (2014). Effect of temperature and the altitude of filler on biological activated carbon performance. Applied Mechanics and Materials, 621: 13–18

    Article  CAS  Google Scholar 

  • Yapsaklı K, Çeçen F, Aktaş Ö, Can Z S (2009). Impact of surface properties of granular activated carbon and preozonation on adsorption and desorption of natural organic matter. Environmental Engineering Science, 26(3): 489–500

    Article  Google Scholar 

  • Yu Y (2015). Impacts of Activated Carbon Porosity Feature on the Removal and Microbiological Characteristics of BAC. Dissertation for the Master’s Degree. Beijing: Tsinghua University (in Chinese)

    Google Scholar 

  • Zheng J, Lin T, Chen W, Tao H, Tan Y, Ma B (2018). Removal of precursors of typical nitrogenous disinfection byproducts in ozonation integrated with biological activated carbon (O3/BAC). Chemosphere, 209: 68–77

    Article  CAS  Google Scholar 

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Acknowledgements

This study was supported by the National Key R&D Program of China (No. 2019YFC0408700), the funds from the National Natural Science Foundation of China (Grant Nos. 51778323 and 51761125013), and the National Science and Technology Major Projects of China (Nos. 2012ZX07404-002, 2017ZX07108-002, and 2017ZX-07502003).

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Correspondence to Wenjun Sun.

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Highlights

• Pore structure affects biologically activated carbon performance.

• Pore structure determines organic matter (OM) removal mechanism.

• Microbial community structure is related to pore structure and OM removal.

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Xu, Y., Lu, Z., Sun, W. et al. Influence of pore structure on biologically activated carbon performance and biofilm microbial characteristics. Front. Environ. Sci. Eng. 15, 131 (2021). https://doi.org/10.1007/s11783-021-1419-1

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