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Effects of upward flow rate and modified biochar location on the performance and microecology of an anaerobic reactor treating kitchen waste

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Abstract

Increasing the value of food waste through anaerobic digestion is an attractive strategy. Meanwhile, the anaerobic digestion of kitchen waste also faces some technical challenges. In this study, four EGSB reactors were equipped with Fe–Mg-chitosan bagasse biochar at different locations, and the reflux pump flow rate was increased to change the upward flow rate of the reactor. The effects of adding modified biochar at different locations under different upward flow rate on the efficacy and microecology of anaerobic reactors treating kitchen waste were investigated. Results showed that Chloroflexi was the dominant microorganism when the modified biochar was added to the lower, middle, and upper parts of the reactor and mixed in the reactor, accounting for 54%, 56%, 58%, and 47%, respectively, on day 45. With the increased upward flow rate, the abundance of Bacteroidetes and Chloroflexi increased, while Proteobacteria and Firmicutes decreased. It was worth noting that the best COD removal effect was achieved when the anaerobic reactor upward flow rate was v2 = 0.6 m/h and the modified biochar was added in the upper part of the reactor, during which the average COD removal rate reached 96%. In addition, mixing modified biochar throughout the reactor while increasing the upward flow rate provided the greatest stimulus for the secretion of tryptophan and aromatic proteins in the sludge extracellular polymeric substances. The results provided a certain technical reference for improving the efficiency of anaerobic digestion of kitchen waste and scientific support for the application of modified biochar to the anaerobic digestion process.

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All data generated or analyzed during this study are included in this article [and its supplementary information files].

References

  • Alalawy AI, Guo Z, Almutairi FM, El Rabey HA, Al-Duais MA, Mohammed GM, Almasoudi FM, Alotaibi MA, Salama ES, Abomohra AEF, Sakran MI (2021) Explication of structural variations in the bacterial and archaeal community of anaerobic digestion sludges: an insight through metagenomics. Environ Chem Eng 9:105910

    CAS  Google Scholar 

  • Awasthi MK, Harirchi S, Sar T, Vs V, Rajendran K, Gomez-Garcia R, Hellwig C, Binod P, Sindhu R, Madhavan A, Kumar ANA, Kumar V, Kumar D, Zhang Z, Taherzadeh MJ (2022) Myco-biorefinery approaches for food waste valorization: present status and future prospects. Bioresour Technol 360:127592

    CAS  Google Scholar 

  • Baird RB, Eaton AD, Clesceri LS (2012) Standard methods for the examination of water and wastewater. American public health association, Washington, DC

    Google Scholar 

  • Cayetano RDA, Park J, Kim GB, Jung JH, Kim SH (2021) Enhanced anaerobic digestion of waste-activated sludge via bioaugmentation strategy-phylogenetic investigation of communities by reconstruction of unobserved states (PICRUSt2) analysis through hydrolytic enzymes and possible linkage to system performance. Bioresour Technol 332:125014–125023

    CAS  Google Scholar 

  • Chen H, Zeng X, Zhou Y, Yang X, Lam SS, Wang D (2020) Influence of roxithromycin as antibiotic residue on volatile fatty acids recovery in anaerobic fermentation of waste activated sludge. J Haz Mat 394:122570

    CAS  Google Scholar 

  • Chen M, Wang F, Zhang DL, Yi WM, Liu Y (2021) Effects of acid modification on the structure and adsorption NH4+-N properties of biochar. Renew Energ 169:1343–1350

    CAS  Google Scholar 

  • Ding W, Zhou X, ** W, Zhao Z, Gao S, Chen Y, Han W, Liu H, Wang Q (2022) A novel aquatic worm (Limnodrilus hoffmeisteri) conditioning method for enhancing sludge dewaterability by decreasing filamentous bacteria. Sci Total Environ 849:157949

    CAS  Google Scholar 

  • Gao B, Wang Y, Huang L, Liu S (2021) Study on the performance of HNO3-modified biochar for enhanced medium temperature anaerobic digestion of food waste. Waste Manage 135:338–346

    CAS  Google Scholar 

  • Hu Y, Zhu Y, Zhang Y, Lin T, Zeng G, Zhang S, Wang Y, He W, Zhang M, Long H (2019) An efficient adsorbent: simultaneous activated and magnetic ZnO doped biochar derived from camphor leaves for ciprofloxacin adsorption. Bioresour Technol 288:121511

    CAS  Google Scholar 

  • Huang Y, Cai B, Dong H, Li H, Yuan J, Xu H, Wu H, Xu Z, Sun D, Dang Y, Holmes DE (2022) Enhancing anaerobic digestion of food waste with granular activated carbon immobilized with riboflavin. Sci Total Environ 581:158172

    Google Scholar 

  • Jia F, Yang Q, Liu X, Li X, Li B, Zhang L, Peng Y (2017) Stratification of extracellular polymeric substances (EPS) for aggregated anammox microorganisms. Environ Sci Technol 51:3260–3268

    CAS  Google Scholar 

  • Kim S, Mostafa A, Im S, Lee MK, Kang S, Na JG, Kim DH (2021) Production of high-calorific biogas from food waste by integrating two approaches: autogenerative high-pressure and hydrogen injection. Water Res 194:116920

    CAS  Google Scholar 

  • Kumari K, Suresh S, Arisutha S, Sudhakar K (2018) Anaerobic co-digestion of different wastes in a UASB reactor. Waste Manag 77:545–554

    CAS  Google Scholar 

  • Li Y, Hu Q, Chen CH, Wang XL, Gao DW (2017) Performance and microbial community structure in an integrated anaerobic fluidized-bed membrane bioreactor treating synthetic benzothiazole contaminated wastewater. Bioresour Technol 236:1–10

    CAS  Google Scholar 

  • Li X, Chu S, Wang P, Li K, Su Y, Wu D, **e B (2022a) Potential of biogas residue biochar modified by ferric chloride for the enhancement of anaerobic digestion of food waste. Bioresour Technol 360:127530

    CAS  Google Scholar 

  • Li X, Wu M, Xue Y (2022b) Nickel-loaded shrimp shell biochar enhances batch anaerobic digestion of food waste. Bioresour Technol 352:127092

    CAS  Google Scholar 

  • Lin X, Su C, Deng X, Wu S, Tang L, Li X, Liu J, Huang X (2020) Influence of polyether sulfone microplastics and bisphenol A on anaerobic granular sludge: performance evaluation and microbial community characterization. Ecotoxicol Environ Saf 205:111318

    CAS  Google Scholar 

  • Ma S, Qiao L, Liu X, Zhang S, Zhang L, Qiu Z, Yu C (2022) Microbial community succession in soils under long-term heavy metal stress from community diversity-structure to KEGG function pathways. Environ Res 214:113822

    CAS  Google Scholar 

  • Maroušek J, Gavurová B (2022) Recovering phosphorous from biogas fermentation residues indicates promising economic results. Chemosphere 291:133008

    Google Scholar 

  • Maroušek J, Strunecky O, Kolar L, Vochozka M, Kopecky M, Marouskova A, Batt J, Poliak M, Soch M, Bartos P, Kliestik T, Filip M, Konvalina P, Moudry J, Peterka J, Suchy K, Zoubek T, Cera E (2020) Advances in nutrient management make it possible to accelerate biogas production and thus improve the economy of food waste processing. Energ Source 2:1–10

    Google Scholar 

  • Maroušek J, Minofar B, Maroušková A, Strunecký O, Gavurová B (2023) Environmental and economic advantages of production and application of digestate biochar. Environ Technol Innov 30:103109

    Google Scholar 

  • Mlaik N, Karray F, Sayadi S, Feki F, Khoufi S (2022) Semi-continuous anaerobic digestion of the organic fraction of municipal solid waste: digester performance and microbial population dynamics. J Environ Chem Eng 10:107941

    CAS  Google Scholar 

  • Nabi M, Liang J, Zhang P, Wu Y, Fu C, Wang S, Ye J, Gao D, Shah FA, Dai J (2021) Anaerobic digestion of sewage sludge pretreated by high pressure homogenization using expanded granular sludge blanket reactor: feasibility, operation optimization and microbial community. J Environ Chem Eng 9:104720

    CAS  Google Scholar 

  • Pan B, Qiu H, Pan B, Nie G, **ao L, Lv L, Zhang W, Zhang Q, Zheng S (2010) Highly efficient removal of heavy metals by polymer-supported nanosized hydrated Fe (III) oxides: behavior and XPS study. Water Res 44:815–824

    CAS  Google Scholar 

  • Qian M, Li Y, Zhang Y, Sun Z, Wang Y, Feng J, Yao Z, Zhao L (2019) Efficient acetogenesis of anaerobic co-digestion of food waste and maize straw in a HSAD reactor. Bioresour Technol 283:221–228

    CAS  Google Scholar 

  • Qin R, Lin X, Chen Z, Su C, Zhu F, Yang W, Chen Z, Lu P (2021) Evaluation of characteristics and microbial community of anaerobic granular sludge under microplastics and aromatic carboxylic acids exposure. Sci Total Environ 792:148361

    CAS  Google Scholar 

  • Stephenson RJ, Patoine A, Guiot SR (1999) Effects of oxygenation and upflow liquid velocity on a coupled anaerobic/aerobic reactor system. Water Res 33:2855–2863

    CAS  Google Scholar 

  • Su C, Tao A, Zhao L, Wang P, Wang A, Huang X, Chen M (2021) Roles of modified biochar in the performance, sludge characteristics, and microbial community features of anaerobic reactor for treatment food waste. Sci Total Environ 770:144668

    CAS  Google Scholar 

  • Tang L, Su C, Fan C, Li R, Wang Y, Gao S, Chen M (2022) Long-term effect of perfluorooctanoic acid on the anammox system based on metagenomics: performance, sludge characteristic and microbial community dynamic. Bioresour Technol 351:127002

    CAS  Google Scholar 

  • Wachowski L, Sobczak JW, Hofman M (2007) Speciation of functional groups formed on the surface of ammoxidised carbonaceous materials by XPS method. Appl Surf Sci 253:4456–4461

    CAS  Google Scholar 

  • Wang T, Huang Z, Ruan W, Zhao M, Shao Y, Miao H (2018) Insights into sludge granulation during anaerobic treatment of high-strength leachate via a full-scale IC reactor with external circulation system. J Environ Sci 64:227–234

    CAS  Google Scholar 

  • Wang F, Wu Y, Du W, Shao Q, Huang W, Fang S, Cheng X, Cao J, Luo J (2022) How does the polyhexamethylene guanidine interact with waste activated sludge and affect the metabolic functions in anaerobic fermentation for volatile fatty acids production. Sci Total Environ 839:156329

    CAS  Google Scholar 

  • Wu B, Dai X, Chai X (2020) Critical review on dewatering of sewage sludge: influential mechanism, conditioning technologies and implications to sludge re-utilizations. Water Res 180:115912

    CAS  Google Scholar 

  • Xu B, Ng TCA, Huang S, Ng HY (2020a) Effect of quorum quenching on EPS and size-fractioned particles and organics in anaerobic membrane bioreactor for domestic wastewater treatment. Water Res 179:115850

    CAS  Google Scholar 

  • Xu SY, Chen XQ, Liu Y, Cheong KL (2020b) Ultrasonic/microwave-assisted extraction, simulated digestion, and fermentation in vitro by human intestinal flora of polysaccharides from Porphyra haitanensis. Int J Biol Macromol 152:748–756

    CAS  Google Scholar 

  • Xu M, Gao P, Chen HQ, Huang XH, Xue ZX, Shen XX, Li C, Cao JS (2022) Spatiotemporal distribution of microorganisms in a full-scale anaerobic baffled reactor-anoxic/oxic treatment plant for printing and dyeing wastewater. J Water Process Eng 49:103090

    Google Scholar 

  • Yan H, Li J, Meng J, Li J, Kumar Jha A, Zhang Y, Fan Y, Wang X (2021) Effects of reflux ratio on the anaerobic sludge and microbial social behaviors in an expanded granular sludge bed reactor: from the perspective of acyl-homoserine lactones-mediated quorum sensing. Bioresour Technol 337:125360

    CAS  Google Scholar 

  • Yang B, Xu H, Wang J, Song X, Wang Y, Li F, Tian Q, Ma C, Wang D, Bai J, Sand W (2017) Bacterial and archaeal community distribution and stabilization of anaerobic sludge in a strengthen circulation anaerobic (SCA) reactor for municipal wastewater treatment. Bioresour Technol 244:750–758

    CAS  Google Scholar 

  • Yang G, Zhang N, Yang J, Fu Q, Wang Y, Wang D, Tang L, **a J, Liu X, Li X, Yang Q, Liu Y, Wang Q, Ni BJ (2020a) Interaction between perfluorooctanoic acid and aerobic granular sludge. Water Res 169:115249

    CAS  Google Scholar 

  • Yang J, Wang D, Luo Z, Zeng W, Huang H (2020b) The role of reflux time in a leach bed reactor coupled with a methanogenic reactor for anaerobic digestion of pig manure: reactor performance and microbial community. J Clean Prod 242:118367

    CAS  Google Scholar 

  • Ye T, Li X, Zhang T, Su Y, Zhang W, Li J, Gan Y, Zhang A, Liu Y, Xue G (2018) Copper(II) addition to accelerate lactic acid production from co-fermentation of food waste and waste activated sludge: understanding of the corresponding metabolisms, microbial community and predictive functional profiling. Waste Manag 76:414–422

    CAS  Google Scholar 

  • Yin J, Li J, Qiu X, Zhou Y, Wang M, Feng H, Li Y, Chen X, Chen T (2022) Effect of magnetite particle size on propionate degradation in the propionate-based anaerobic system. Sci Total Environ 847:157592

    CAS  Google Scholar 

  • Zhang W, Li L, Wang X, **ng W, Li R, Yang T, Lv D (2020) Role of trace elements in anaerobic digestion of food waste: process stability, recovery from volatile fatty acid inhibition and microbial community dynamics. Bioresour Technol 315:123796

    CAS  Google Scholar 

  • Zhang R, Lu X, Tan Y, Cai T, Han Y, Kudisi D, Niu C, Zhang Z, Li W, Zhen G (2021) Disordered mesoporous carbon activated peroxydisulfate pretreatment facilitates disintegration of extracellular polymeric substances and anaerobic bioconversion of waste activated sludge. Bioresour Technol 339:125547

    CAS  Google Scholar 

  • Zhang R, Zhang M, Mou HQ, An ZJ, Fu HL, Su XM, Chen CJ, Chen JR, Lin HJ, Sun FQ (2023) Comparation of mesophilic and thermophilic anaerobic co-digestion of food waste and waste activated sludge driven by biochar derived from kitchen waste. J Clean Prod 408:137123

    CAS  Google Scholar 

  • Zhao L, Su C, Chen S, Ye Z, Wei X, Yao T, Li G, Wang P (2019) Expanded granular sludge blanket reactor treatment of food waste at ambient temperature: analysis of nitrogen compositions and microbial community structure. Bioresour Technol 294:122134

    CAS  Google Scholar 

  • Zhao L, Su C, Wang A, Wang P, Chen Z, Huang X, Chen M (2021) Evaluation of biochar addition and circulation control strengthening measures on efficiency and microecology of food waste treatment in anaerobic reactor. J Environ Manage 297:113215

  • Zhu D, Chen Y, Yang H, Wang S, Wang X, Zhang S, Chen H (2020) Synthesis and characterization of magnesium oxide nanoparticle-containing biochar composites for efficient phosphorus removal from aqueous solution. Chemosphere 247:125847

    CAS  Google Scholar 

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Funding

The authors would like to thank the National Natural Science Foundation of China (Grant No. 51768009), the Key Laboratory of Ecology of Rare and Endangered Species and Environmental Protection (Guangxi Normal University), Ministry of Education (ERESEP2022Z13), and the College Student Innovation and Entrepreneurship Training Program (202210602007) for providing financial support.

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Yuchen Wang, Ruting Li, Chengyuan Su, and Shengtao Liu: writing—original draft preparation; writing—reviewing and editing. Ruting Li, **aoyue Liu, Meixiu Lu, Bocai Liang, and Zi Wang: data curation. Chengyuan Su: methodology.

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Correspondence to Chengyuan Su.

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Wang, Y., Li, R., Su, C. et al. Effects of upward flow rate and modified biochar location on the performance and microecology of an anaerobic reactor treating kitchen waste. Environ Sci Pollut Res 30, 80530–80544 (2023). https://doi.org/10.1007/s11356-023-28090-y

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