Abstract
This study aims to investigate the methanogenic community of anaerobic mono-digestion of sewage sludge (SL-digester) and co-digestion of sewage sludge with food waste (co-digester). The volatile solids, chemical oxygen demands, organic fractions, and ions in influent wastewater of digester can affect both SL-only digester and co-digester. An increase of [NH4+] in the anaerobic digester affected organic removal efficiency and microbial diversity. Methanobrevibacter smithii (33.8 ± 14.7%), Methanoculleus receptaculi (12.3 ± 5.3%), Methanolinea mesophila (9.5 ± 4.1%), and Methanospirillum hungatei (5.5 ± 9.2%) were dominant in every digester. These methanogens had a significant correlation with physicochemical properties (VFA and NH4+) or methanogens depending on their microbial metabolic pathway such as propionate degradation or ammonia resistance. This research would be used as a guideline to solve the complexity of full-scale plants’ operation and reveal the ‘black-box’ of anaerobic digestion.
Abbreviations
- AD:
-
Anaerobic digestion
- AcoD:
-
Anaerobic co-digestion
- COD:
-
Chemical oxygen demand
- CSTR:
-
Continuous tank reactors
- FW:
-
Food waste
- OTUs:
-
Operational taxonomic units
- SL:
-
Sewage sludge
- VFAs:
-
Volatile fatty acids
- VS:
-
Volatile solid
- WWTPs:
-
Wastewater treatment plants
References
MoE (2018) Statistics of Korean Sewerage in 2017. Environment, M.O., Korea
Pawar AA, Karthic A, Lee S, Pandit S, Jung SP (2022) Microbial electrolysis cells for electromethanogenesis: Materials, configurations and operations. Environ Eng Res 27:200480–200484. https://doi.org/10.4491/eer.2020.484
Son S, Koo B, Chai H, Tran HVH, Pandit S, Jung SP (2021) Comparison of hydrogen production and system performance in a microbial electrolysis cell containing cathodes made of non-platinum catalysts and binders. J Water Process 40:101844. https://doi.org/10.1016/j.jwpe.2020.101844
Hagos K, Zong JP, Li DX, Liu C, Lu XH (2017) Anaerobic co-digestion process for biogas production: progress, challenges and perspectives. Renew Sust Energ Rev 76:1485–1496. https://doi.org/10.1016/j.rser.2016.11.184
Li P, He C, Yu R, Shen D, Jiao Y (2019) Anaerobic Co-digestion of urban sewage sludge with agricultural biomass. Waste Biomass Valori 11:6199–6209. https://doi.org/10.1007/s12649-019-00870-z
Rabii A, Aldin S, Dahman Y, Elbeshbishy E (2019) A review on anaerobic co-digestion with a focus on the microbial populations and the effect of multi-stage digester configuration. Energies 12:1106. https://doi.org/10.3390/en12061106
Li Y, Chen YG, Wu J (2019) Enhancement of methane production in anaerobic digestion process: a review. Appl Energy 240:120–137. https://doi.org/10.1016/j.apenergy.2019.01.243
Elalami D, Carrere H, Monlau F, Abdelouahdi K, Oukarroum A, Barakat A (2019) Pretreatment and co-digestion of wastewater sludge for biogas production: recent research advances and trends. Renew Sust Energ Rev 114:109287. https://doi.org/10.1016/j.rser.2019.109287
Wang P, Wang H, Qiu Y, Ren L, Jiang B (2018) Microbial characteristics in anaerobic digestion process of food waste for methane production—a review. Bioresour Technol 248:29–36. https://doi.org/10.1016/j.biortech.2017.06.152
Jiang Y, McAdam E, Zhang Y, Heaven S, Banks C, Longhurst P (2019) Ammonia inhibition and toxicity in anaerobic digestion: a critical review. J Water Process 32:100899. https://doi.org/10.1016/j.jwpe.2019.100899
Yin Q, Gu M, Wu G (2020) Inhibition mitigation of methanogenesis processes by conductive materials: a critical review. Bioresour Technol 317:123977. https://doi.org/10.1016/j.biortech.2020.123977
Chen Y, Cheng JJ, Creamer KS (2008) Inhibition of anaerobic digestion process: a review. Bioresour Technol 99:4044–4064. https://doi.org/10.1016/j.biortech.2007.01.057
Lee J, Kim E, Hwang S (2021) Effects of inhibitions by sodium ion and ammonia and different inocula on acetate-utilizing methanogenesis: methanogenic activity and succession of methanogens. Bioresour Technol 334:125202. https://doi.org/10.1016/j.biortech.2021.125202
Hu YQ, Wang F, Chi Y (2020) The evolution of microbial community during acclimation for high sodium food waste anaerobic digestion. Waste Biomass Valori 11:6057–6063. https://doi.org/10.1007/s12649-019-00851-2
Zhang C, Yuan Q, Lu Y (2018) Inhibitory effects of ammonia on syntrophic propionate oxidation in anaerobic digester sludge. Water Res 146:275–287. https://doi.org/10.1016/j.watres.2018.09.046
APHA (2005) Standard methods for the examination of water and wastewater. American Public Health Association, Washington, DC
Bligh EG, Dyer WJ (1959) A rapid method of total lipid extraction and purification. Can J Biochem Physiol 37:911–917. https://doi.org/10.1139/o59-099
Bennett G (1992) Lowry’s handbook of right-to-know emergency planning. J Hazard Mater 30:361–362. https://doi.org/10.1016/0304-3894(92)87011-4
Wei T, Simko V, Levy M, Xie Y, Jin Y, Zemla J (2017) Package ‘corrplot.’ Statistician 56:e24
Mehariya S, Patel AK, Obulisamy PK, Punniyakotti E, Wong JWC (2018) Co-digestion of food waste and sewage sludge for methane production: current status and perspective. Bioresour Technol 265:519–531. https://doi.org/10.1016/j.biortech.2018.04.030
Wang P, Yu Z, Zhao J, Zhang H (2018) Do microbial communities in an anaerobic bioreactor change with continuous feeding sludge into a full-scale anaerobic digestion system? Bioresour Technol 249:89–98. https://doi.org/10.1016/j.biortech.2017.09.191
Yenigün O, Demirel B (2013) Ammonia inhibition in anaerobic digestion: a review. Process Biochem 48:901–911. https://doi.org/10.1016/j.procbio.2013.04.012
Rajagopal R, Masse DI, Singh G (2013) A critical review on inhibition of anaerobic digestion process by excess ammonia. Bioresour Technol 143:632–641. https://doi.org/10.1016/j.biortech.2013.06.030
Yang Z, Wang W, Liu C, Zhang R, Liu G (2019) Mitigation of ammonia inhibition through bioaugmentation with different microorganisms during anaerobic digestion: selection of strains and reactor performance evaluation. Water Res 155:214–224. https://doi.org/10.1016/j.watres.2019.02.048
Ciotola RJ, Martin JF, Castano JM, Lee J, Michel F (2013) Microbial community response to seasonal temperature variation in a small-scale anaerobic digester. Energies 6:5182–5199. https://doi.org/10.3390/en6105182
Yu XN, Zhang CG, Qiu L, Yao YQ, Sun GT, Guo XH (2020) Anaerobic digestion of swine manure using aqueous pyrolysis liquid as an additive. Renew Energ 147:2484–2493. https://doi.org/10.1016/j.renene.2019.10.096
Qin Y, Yin X, Xu X, Yan X, Bi F, Wu W (2020) Specific surface area and electron donating capacity determine biochar’s role in methane production during anaerobic digestion. Bioresour Technol 303:122919. https://doi.org/10.1016/j.biortech.2020.122919
Sposob M, Moon HS, Lee D, Kim TH, Yun YM (2020) Comprehensive analysis of the microbial communities and operational parameters of two full-scale anaerobic digestion plants treating food waste in South Korea: seasonal variation and effect of ammonia. J Hazard Mater 398:122975. https://doi.org/10.1016/j.jhazmat.2020.122975
Chen S, Wang YF, Cheng HC, Hazen TC, He CG, He Q (2022) Identification of propionate-degrading microbial populations in methanogenic processes for waste treatment: methanosaeta and methanoculleus. Environ Eng Sci 39:202–211. https://doi.org/10.1089/ees.2021.0067
Sakai S, Ehara M, Tseng IC, Yamaguchi T, Brauer SL, Cadillo-Quiroz H, Zinder SH, Imachi H (2012) Methanolinea mesophila sp. nov., a hydrogenotrophic methanogen isolated from rice field soil, and proposal of the archaeal family Methanoregulaceae fam. nov. within the order Methanomicrobiales. Int J Syst Evol Microbiol 62:1389–1395. https://doi.org/10.1099/ijs.0.035048-0
Li Y, Yang G, Li L, Sun Y (2018) Bioaugmentation for overloaded anaerobic digestion recovery with acid-tolerant methanogenic enrichment. Waste Manage 79:744–751. https://doi.org/10.1016/j.wasman.2018.08.043
Ting HNJ, Lin L, Cruz RB, Chowdhury B, Karidio I, Zaman H, Dhar BR (2020) Transitions of microbial communities in the solid and liquid phases during high-solids anaerobic digestion of organic fraction of municipal solid waste. Bioresour Technol 317:123951. https://doi.org/10.1016/j.biortech.2020.123951
Han Y, Green H, Tao W (2020) Reversibility of propionic acid inhibition to anaerobic digestion: Inhibition kinetics and microbial mechanism. Chemosphere 255:126840. https://doi.org/10.1016/j.chemosphere.2020.126840
Barredo MS, Evison LM (1991) Effect of propionate toxicity on methanogen-enriched sludge, Methanobrevibacter smithii, and Methanospirillum hungatii at different pH values. Appl Environ Microbiol 57:1764–1769. https://doi.org/10.1128/aem.57.6.1764-1769.1991
Cheng L, Qiu TL, Li X, Wang WD, Deng Y, Yin XB, Zhang H (2008) Isolation and characterization of Methanoculleus receptaculi sp. nov. from Shengli oil field. China FEMS Microbiol Lett 285:65–71. https://doi.org/10.1111/j.1574-6968.2008.01212.x
Tian J, Wang Y, Dong X (2010) Methanoculleus hydrogenitrophicus sp. nov., a methanogenic archaeon isolated from wetland soil. Int J Syst Evol Microbiol 60:2165–2169. https://doi.org/10.1099/ijs.0.019273-0
Li WW, Khalid H, Zhu Z, Zhang RH, Liu GQ, Chen C, Thorin E (2018) Methane production through anaerobic digestion: participation and digestion characteristics of cellulose, hemicellulose and lignin. Appl Energy 226:1219–1228. https://doi.org/10.1016/j.apenergy.2018.05.055
Zhao JY, Hu B, Dolfing J, Li Y, Tang YQ, Jiang Y, Chi CQ, Xing J, Nie Y, Wu XL (2021) Thermodynamically favorable reactions shape the archaeal community affecting bacterial community assembly in oil reservoirs. Sci Total Environ 781:146506. https://doi.org/10.1016/j.scitotenv.2021.146506
Zellner G, Boone DR, Keswani J, Whitman WB, Woese CR, Hagelstein A, Tindall BJ, Stackebrandt E (1999) Reclassification of Methanogenium tationis and Methanogenium liminatans as Methanofollis tationis gen. nov., comb. nov. and Methanofollis liminatans comb. nov. and description of a new strain of Methanofollis liminatans. Int J Syst Bacteriol 49(1):247–255. https://doi.org/10.1099/00207713-49-1-247
Cadillo-Quiroz H, Brauer SL, Goodson N, Yavitt JB, Zinder SH (2014) Methanobacterium paludis sp. nov. and a novel strain of Methanobacterium lacus isolated from northern peatlands. Int J Syst Evol Microbiol 64:1473–1480. https://doi.org/10.1099/ijs.0.059964-0
Savant DV, Shouche YS, Prakash S, Ranade DR (2002) Methanobrevibacter acididurans sp. nov., a novel methanogen from a sour anaerobic digester. Int J Syst Evol Microbiol 52:1081–1087. https://doi.org/10.1099/00207713-52-4-1081
Iino T, Mori K, Suzuki KI (2010) Methanospirillum lacunae sp. nov., a methane-producing archaeon isolated from a puddly soil, and emended descriptions of the genus Methanospirillum and Methanospirillum hungatei. Int J Syst Evol Microbiol 60:2563–2566. https://doi.org/10.1099/ijs.0.020131-0
Doerfert SN, Reichlen M, Iyer P, Wang M, Ferry JG (2009) Methanolobus zinderi sp. nov., a methylotrophic methanogen isolated from a deep subsurface coal seam. Int J Syst Evol Microbiol 59:1064–1069. https://doi.org/10.1099/ijs.0.003772-0
Acknowledgements
This work was financially supported by Human Resource Program for Sustainable Environment in the 4th Industrial Revolution Society grant (BrainKorea21 Four) funded by the Ministry of Education (MoE) of the Korean government (No. 5199990214041). This research was financially supported by the Ministry of Environment of the Korean government as Waste to Energy-Recycling Human Resource Development Project (No. YL-WE-21-002).
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Conceptualization: SK; methodology: SK; formal analysis and investigation: SK, and EK; writing—original draft preparation: SK; writing—review and editing: EK; visualization: SK; software: SK; validation: SK, and EK; funding acquisition: SH; supervision: SH.
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Kim, S., Kim, E. & Hwang, S. Methanogenic diversity changes in full-scale anaerobic digesters by co-digestion of food waste and sewage sludge. J Mater Cycles Waste Manag 24, 2669–2676 (2022). https://doi.org/10.1007/s10163-022-01482-x
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DOI: https://doi.org/10.1007/s10163-022-01482-x