Acknowledgement
This article was supported by "Regional Innovation Strategy (RIS)" through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (MOE) (2021RIS-002). This article was also supported by NRF-2021R1A2C4001746.
References
- Cheon Y (2022) Review of global carbon neutral strategies and technologies. Journal of the Korean Society of Mineral and Energy Resources Engineers, 59, 99-112. https://doi.org/10.32390/ksmer.2022.59.1.099.
- Kim MS, Koo N, Kim, JG (2020) A comparative study on ammonia emission inventory in livestock manure compost application through a foreign case study. Korean Journal of Environmental Biology, 38(1), 71-81. https://doi.org/10.11626/KJEB.2020.38.1.071.
- Hassan M, Masud SFB, Anwar M, Zhao C, Singh RS, Mehryar E (2022) Methane enhancement by the co-digestion of thermochemical alkali solubilized rice husk and cow manure: Lignocellulosics decomposition perspectives. Biomass Conversion and Biorefinery, 1-13. https://doi.org/10.1007/s13399-022-02310-w.
- Wang K, Yun S, Ke T, An J, Abbas Y, Liu X, Zou M, Liu L, Liu J (2022) Use of bag-filter gas dust in anaerobic digestion of cattle manure for boosting the methane yield and digestate utilization. Bioresource Technology, 126729. https://doi.org/10.1016/j.biortech.2022.126729.
- Kunatsa T, Xia X (2022) A review on anaerobic digestion with focus on the role of biomass co-digestion, modelling and optimisation on biogas production and enhancement. Bioresource Technology, 344, 126311. https://doi.org/10.1016/j.biortech.2021.126311.
- Ma G, Ndegwa P, Harrison JH, Chen Y (2020) Methane yields during anaerobic co-digestion of animal manure with other feedstocks: A meta-analysis. Science of the Total Environment, 728, 138224. https://doi.org/10.1016/j.scitotenv.2020.138224.
- Li Y, Achinas S, Zhao J, Geurkink B, Krooneman J, Euverink GJW (2020) Co-digestion of cow and sheep manure: Performance evaluation and relative microbial activity. Renewable Energy, 153, 553-563. https://doi.org/10.1016/j.renene.2020.02.041.
- Cho J, Kim H, Oh D (2014) Characteristics for co--digestion of food waste and night soil using bmp test. Journal of the Korean GEO-environmental Society, 15, 13-18. https://doi.org/10.14481/jkges.2014.15.9.13.
- Tsapekos P, Kougias P, Alvarado-Morales M, Kovalovszki A, Corbiere M, Angelidaki I (2018) Energy recovery from wastewater microalgae through anaerobic digestion process: Methane potential, continuous reactor operation and modelling aspects. Biochemical Engineering Journal, 139, 1-7. https://doi.org/10.1016/j.bej.2018.08.004.
- Kafle GK, Kim SH (2013) Anaerobic treatment of apple waste with swine manure for biogas production: Batch and continuous operation. Applied Energy, 103, 61-72. https://doi.org/10.1016/j.apenergy.2012.10.018.
- Li Y, Zhao J, Krooneman J, Euverink GJW (2021) Strategies to boost anaerobic digestion performance of cow manure: Laboratory achievements and their full-scale application potential. Science of the Total Environment, 755, 142940. https://doi.org/10.1016/j.scitotenv.2020.142940.
- Jeong K-H, Kim JK, Lee D-j, Cho W-M, Ravindran B, Kwag J-H (2016) Evaluation of solidified fuel value of dairy cattle manure digested by semi-dry anaerobic digestion method. Journal of the Korea Organic Resources Recycling Association, 24, 95-103. https://doi.org/10.17137/korrae.2016.24.4.95.
- Zeynali R, Khojastehpour M, Ebrahimi-Nik M (2017) Effect of ultrasonic pre-treatment on biogas yield and specific energy in anaerobic digestion of fruit and vegetable wholesale market wastes. Sustainable Environment Research, 27, 259-264. https://doi.org/10.1016/j.serj.2017.07.001.
- Angelidaki I, Ahring BK (2000) Methods for increasing the biogas potential from the recalcitrant organic matter contained in manure. Water Science and Technology, 41, 189-194. https://doi.org/10.2166/wst.2000.0071.
- Li R, Chen S, Li X, Saifullah Lar J, He Y, Zhu B (2009) Anaerobic codigestion of kitchen waste with cattle manure for biogas production. Energy & Fuels, 23, 2225-2228. https://doi.org/10.1021/ef8008772.
- Yang Q, Wang H, Larson R, Runge TM (2017) Comparative study of chemical pretreatments of dairy manure for enhanced biomethane production. BioResources, 12, 7363-7375. http://doi.org/10.15376/biores.12.4.7363-7375.
- Budde J, Heiermann M, Quinones TS, Plochl M (2014) Effects of thermobarical pretreatment of cattle waste as feedstock for anaerobic digestion. Waste Management, 34, 522-529. http://doi.org/10.1016/j.wasman.2013.10.023.
- Sutaryo S, Ward AJ, Moller HB (2014) The effect of mixed-enzyme addition in anaerobic digestion on methane yield of dairy cattle manure. Environmental Technology, 35, 2476-2482. http://doi.org/10.1080/09593330.2014.911356.
- Yuan Y, Bian A, Zhang L, Chen Z, Zhou F, Ye F, Jin T, Pan M, Chen Tet al. (2019) Thermal-alkali and enzymes for efficient biomethane production from co-digestion of corn straw and cattle manure. BioResources, 14, 5422-5437. http://doi.org/10.15376/biores.14.3.5422-5437.
- Tufaner F, Avsar Y (2016) Effects of co-substrate on biogas production from cattle manure: A review. International Journal of Environmental Science and Technology, 13, 2303-2312. http://doi.org/10.1007/s13762-016-1069-1.
- Vivekanand V, Mulat DG, Eijsink VG, Horn SJ (2018) Synergistic effects of anaerobic co-digestion of whey, manure and fish ensilage. Bioresource Technology, 249, 35-41. http://doi.org/10.1016/j.biortech.2017.09.169.
- Moset V, Fontaine D, Moller HB (2017) Co-digestion of cattle manure and grass harvested with different technologies. Effect on methane yield, digestate composition and energy balance. Energy, 141, 451-460. https://doi.org/10.1016/j.energy.2017.08.068.
- Kamusoko R, Jingura RM, Parawira W, Sanyika WT (2019) Comparison of pretreatment methods that enhance biomethane production from crop residues-a systematic review. Biofuel Research Journal, 6, 1080. http://doi.org/10.18331/BRJ2019.6.4.4.
- Xavier CA, Moset V, Wahid R, Moller HB (2015) The efficiency of shredded and briquetted wheat straw in anaerobic co-digestion with dairy cattle manure. Biosystems Engineering, 139, 16-24. https://doi.org/10.1016/j.biosystemseng.2015.07.008.
- Jugal Sukhesh M, Venkateswara Rao P (2019) Synergistic effect in anaerobic co-digestion of rice straw and dairy manure-a batch kinetic study. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 41, 2145-2156. https://doi.org/10.1080/15567036.2018.1550536.
- Risberg K, Sun L, Leven L, Horn SJ, Schnurer A (2013) Biogas production from wheat straw and manure-impact of pretreatment and process operating parameters. Bioresource Technology, 149, 232-237. https://doi.org/10.1016/j.biortech.2013.09.054.
- Li D, Liu S, Mi L, Li Z, Yuan Y, Yan Z, Liu X (2015) Effects of feedstock ratio and organic loading rate on the anaerobic mesophilic co-digestion of rice straw and cow manure. Bioresource Technology, 189, 319-326. https://doi.org/10.1016/j.biortech.2015.04.033.
- Li C, Stromberg S, Liu G, Nges IA, Liu J (2017) Assessment of regional biomass as co-substrate in the anaerobic digestion of chicken manure: Impact of co-digestion with chicken processing waste, seagrass and miscanthus. Biochemical Engineering Journal, 118, 1-10. https://doi.org/10.1016/j.bej.2016.11.008.
- Shanmugam P, Horan N (2009) Optimising the biogas production from leather fleshing waste by co-digestion with msw. Bioresource Technology, 100, 4117-4120. http://doi.org/10.1016/j.biortech.2009.03.052.
- Su L, Sun X, Liu C, Ji R, Zhen G, Chen M, Zhang L (2020) Thermophilic solid-state anaerobic digestion of corn straw, cattle manure, and vegetable waste: Effect of temperature, total solid content, and c/n ratio. Archaea, 2020. 8841490. https://doi.org/10.1155/2020/8841490.
- APHA, Standard methods for the examination of water and wastewater. 1998, American Public Health Association (APHA): Washington DC, USA.
- Angelidaki I, Alves M, Bolzonella D, Borzacconi L, Campos J, Guwy A, Kalyuzhnyi S, Jenicek P, Van Lier J (2009) Defining the biomethane potential (bmp) of solid organic wastes and energy crops: A proposed protocol for batch assays. Water Science and Technology, 59, 927-934. http://doi.org/10.2166/wst.2009.040.
- Buswell A, Mueller H (1952) Mechanism of methane fermentation. Industrial & Engineering Chemistry, 44, 550-552. https://doi.org/10.1021/ie50507a033.
- Bah H, Zhang W, Wu S, Qi D, Kizito S, Dong R (2014) Evaluation of batch anaerobic co-digestion of palm pressed fiber and cattle manure under mesophilic conditions. Waste Management, 34, 1984-1991. https://doi.org/10.1016/j.wasman.2014.07.015.
- Klindworth A, Pruesse E, Schweer T, Peplies J, Quast C, Horn M, Glockner FO (2013) Evaluation of general 16s ribosomal rna gene pcr primers for classical and next-generation sequencing-based diversity studies. Nucleic Acids Research, 41, e1-e1. https://doi.org/10.1093/nar/gks808.
- Bolyen E, Rideout JR, Dillon MR, Bokulich NA, Abnet CC, Al-Ghalith GA, Alexander H, Alm EJ, Arumugam M et al. (2019) Reproducible, interactive, scalable and extensible microbiome data science using qiime 2. Nature Biotechnology, 37, 852-857. https://doi.org/10.1038/s41587-019-0209-9.
- Amir A, McDonald D, Navas-Molina JA, Kopylova E, Morton JT, Zech Xu Z, Kightley EP, Thompson LR, Hyde ER et al. (2017) Deblur rapidly resolves single-nucleotide community sequence patterns. MSystems, 2, e00191-00116. https://doi.org/10.1128/mSystems.00191-16.
- Bokulich NA, Kaehler BD, Rideout JR, Dillon M, Bolyen E, Knight R, Huttley GA, Caporaso JG (2018) Optimizing taxonomic classification of marker-gene amplicon sequences with qiime 2's q2-feature-classifier plugin. Microbiome, 6, 1-17. https://doi.org/10.1186/s40168-018-0470-z.
- Caceres MD, Legendre P (2009) Associations between species and groups of sites: Indices and statistical inference. Ecology, 90, 3566-3574. https://doi.org/10.1890/08-1823.1.
- De Caceres M, Legendre P, Moretti M (2010) Improving indicator species analysis by combining groups of sites. Oikos, 119, 1674-1684. https://doi.org/10.1111/j.1600-0706.2010.18334.x.
- Weiland P (2010) Biogas production: Current state and perspectives. Applied Microbiology and Biotechnology, 85, 849-860. https://doi.org/10.1007/s00253-009-2246-7.
- Muhayodin F, Fritze A, Rotter VS (2021) Mass balance of c, nutrients, and mineralization of nitrogen during anaerobic co-digestion of rice straw with cow manure. Sustainability, 13, 11568. https://doi.org/10.3390/su132111568.
- Lee C, Zhao X, Kim JY (2022) Effect of mixing ratio on sewage sludge and septage co-digestion. Journal of Material Cycles and Waste Management, 1-9. https://doi.org/10.1007/s10163-022-01372-2.
- Mata-Alvarez J, Dosta J, Romero-Guiza M, Fonoll X, Peces M, Astals S (2014) A critical review on anaerobic co-digestion achievements between 2010 and 2013. Renewable and Sustainable Energy Reviews, 36, 412-427. https://doi.org/10.1016/j.rser.2014.04.039.
- Gunaseelan VN (1997) Anaerobic digestion of biomass for methane production: A review. Biomass and Bioenergy, 13, 83-114. https://doi.org/10.1016/S0961-9534(97)00020-2.
- Khalid A, Arshad M, Anjum M, Mahmood T, Dawson L (2011) The anaerobic digestion of solid organic waste. Waste Management, 31, 1737-1744. https://doi.org/10.1016/j.wasman.2011.03.021.
- Adekunle KF, Okolie JA (2015) A review of biochemical process of anaerobic digestion. Advances in Bioscience and Biotechnology, 6, 205. https://doi.org/10.4236/abb.2015.63020.
- Kambara H, Dinh HT, Matsushita S, Aoi Y, Kindaichi T, Ozaki N, Ohashi A (2022) New microbial electrosynthesis system for methane production from carbon dioxide coupled with oxidation of sulfide to sulfate. Journal of Environmental Sciences. https://doi.org/10.1016/j.jes.2022.02.029.
- Mei R, Nobu MK, Narihiro T, Liu W-T (2020) Metagenomic and metatranscriptomic analyses revealed uncultured bacteroidales populations as the dominant proteolytic amino acid degraders in anaerobic digesters. Frontiers in Microbiology, 2763. https://doi.org/10.3389/fmicb.2020.593006.
- Tang F, Tian J, Zhu N, Lin Y, Zheng H, Xu Z, Liu W (2022) Dry anaerobic digestion of ammoniated straw: Performance and microbial characteristics. Bioresource Technology, 126952. https://doi.org/10.1016/j.biortech.2022.126952.
- Bovio-Winkler P, Cabezas A, Etchebehere C (2021) Database mining to unravel the ecology of the phylum chloroflexi in methanogenic full scale bioreactors. Frontiers in Microbiology, 3608. https://doi.org/10.3389/fmicb.2020.603234.
- Hao L, Michaelsen TY, Singleton CM, Dottorini G, Kirkegaard RH, Albertsen M, Nielsen PH, Dueholm MS (2020) Novel syntrophic bacteria in full-scale anaerobic digesters revealed by genome-centric metatranscriptomics. The ISME Journal, 14, 906-918. https://doi.org/10.1038/s41396-019-0571-0.