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.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11356-023-28090-y/MediaObjects/11356_2023_28090_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11356-023-28090-y/MediaObjects/11356_2023_28090_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11356-023-28090-y/MediaObjects/11356_2023_28090_Fig3_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11356-023-28090-y/MediaObjects/11356_2023_28090_Fig4_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11356-023-28090-y/MediaObjects/11356_2023_28090_Fig5_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11356-023-28090-y/MediaObjects/11356_2023_28090_Fig6_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11356-023-28090-y/MediaObjects/11356_2023_28090_Fig7_HTML.png)
Similar content being viewed by others
Data availability
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
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
Baird RB, Eaton AD, Clesceri LS (2012) Standard methods for the examination of water and wastewater. American public health association, Washington, DC
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
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
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
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
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
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
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
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
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
Kumari K, Suresh S, Arisutha S, Sudhakar K (2018) Anaerobic co-digestion of different wastes in a UASB reactor. Waste Manag 77:545–554
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
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
Li X, Wu M, Xue Y (2022b) Nickel-loaded shrimp shell biochar enhances batch anaerobic digestion of food waste. Bioresour Technol 352:127092
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
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
Maroušek J, Gavurová B (2022) Recovering phosphorous from biogas fermentation residues indicates promising economic results. Chemosphere 291:133008
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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.
Author information
Authors and Affiliations
Contributions
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.
Corresponding author
Ethics declarations
Ethical approval
No.
Consent for publication
All authors approve of its submission to Environmental Science and Pollution Research.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Guilherme L. Dotto
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
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
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-28090-y