Characteristics and mechanisms of methane emissions from slurry lagoons in concentrated animal feeding operations in North China during autumn and winter

ZHANG Hao-rui, XU Hua-sheng, ZHANG Zhuo-yi, TIAN Yan-feng, LI Xin, LIN Li-hong, WANG Yue, ZHU Zhi-ping

China Environmental Science ›› 2026, Vol. 46 ›› Issue (3) : 1605-1616.

PDF(1530 KB)
PDF(1530 KB)
China Environmental Science ›› 2026, Vol. 46 ›› Issue (3) : 1605-1616.
Environmental Ecology

Characteristics and mechanisms of methane emissions from slurry lagoons in concentrated animal feeding operations in North China during autumn and winter

  • ZHANG Hao-rui1, XU Hua-sheng1, ZHANG Zhuo-yi2, TIAN Yan-feng3, LI Xin1, LIN Li-hong1, WANG Yue1, ZHU Zhi-ping1
Author information +
History +

Abstract

CH4 emission fluxes from five animal slurry lagoons in North China were quantified using the dynamic chamber method between October and November 2024. Meteorological conditions, water quality parameters, and microbial data were collected to identify key drivers and explore underlying mechanisms. Methane emission fluxes from the five lagoons ranged from 4.3 to 99.8g/(m2·d). The second-stage lagoon at the Miyun pig farm (MY_L2) exhibited significantly lower emissions, which was attributed to extensive organic matter degradation in the on-farm deep-pit system and the preceding black-film biogas digester. Methane emission fluxes showed a strong positive correlation with acetic acid concentration (r=0.74, P<0.01) and a strong negative correlation with pH (r=-0.70, P<0.01). The diurnal (24h) variation in CH4 emission flux was significantly positively correlated with air temperature (r=0.83, P<0.05). The abundance of the methanogenic marker gene mcrA in the lagoons (1.9×107 to 4.4×108copies/mL) was substantially higher than that of the methanotrophic marker gene pmoA (4.9×104 to 5.1×106copies/mL), indicating a high CH4 emission potential under open-air storage conditions. Among the five slurry lagoons, three were dominated by the acetoclastic methanogenic archaea, Methanosarcina and Methanosaeta. These lagoons were also enriched with acetogenic bacteria as well as hydrolytic and fermentative bacteria that degrade complex organic matter, thereby providing essential substrates for acetoclastic methanogenesis. In contrast, the lagoon with the highest CH4 emissions was dominated by the hydrogenotrophic methanogen Methanobrevibacter and was enriched with acetate-consuming bacteria, which may creat competitive inhibition of acetoclastic methanogens. The remaining lagoon exhibited a balanced coexistence of acetoclastic and hydrogenotrophic methanogens, potentially facilitated by Clostridium species capable of concurrently supplying acetate and H2/CO2. Shifts in the community structure of acetoclastic methanogens (P<0.05) and overall bacterial communities (P<0.01) across the lagoons significantly influenced the CH4 emissions. To effectively mitigate CH4 emissions, strategies should encompass not only front-end manure management (e.g., in-house manure removal practices and solid-liquid separation), but also the development of technologies to regulate lagoon pH or reducing acetic acid (acetate) concentrations.

Key words

methane / lagoon / slurry storage / on-site monitoring / methanogens

Cite this article

Download Citations
ZHANG Hao-rui, XU Hua-sheng, ZHANG Zhuo-yi, TIAN Yan-feng, LI Xin, LIN Li-hong, WANG Yue, ZHU Zhi-ping. Characteristics and mechanisms of methane emissions from slurry lagoons in concentrated animal feeding operations in North China during autumn and winter[J]. China Environmental Science. 2026, 46(3): 1605-1616

References

[1] Shindell D, Ravishankara A R, Kuylenstierna J C I, et al. Global methane assessment: benefits and costs of mitigating methane emissions [R]. Nairobi. United Nations Environment Programme, 2021.
[2] Baral K R, Jégo G, Amon B, et al. Greenhouse gas emissions during storage of manure and digestates: key role of methane for prediction and mitigation [J]. Agricultural Systems, 2018,166:26-35.
[3] Li J, Yang W, Liu L, et al. Development and environmental impacts of China’s livestock and poultry breeding [J]. Journal of Cleaner Production, 2022,371:133586.
[4] 中华人民共和国生态环境部.甲烷排放控制行动方案 [Z]. 2023. Ministry of Ecology and Environment of the People's Republic of China. Methane emissions control action plan [Z]. 2023.
[5] Sharpe R R, Harper L A, Byers F M. Methane emissions from swine lagoons in southeastern US [J]. Agriculture, Ecosystems & Environment, 2002,90(1):17-24.
[6] Leytem A B, Bjorneberg D L, Koehn A C, et al. Methane emissions from dairy lagoons in the western United States [J]. Journal of Dairy Science, 2017,100(8):6785-6803.
[7] Borhan M S, Capareda S, Mukhtar S, et al. Greenhouse gas emissions from ground level area sources in dairy and cattle feedyard operations [J]. Journal of the Air & Waste Management Association, 2011,61(7): 786-795.
[8] Baldé H, VanderZaag A C, Burtt S, et al. Measured versus modeled methane emissions from separated liquid dairy manure show large model underestimates [J]. Agriculture, Ecosystems & Environment, 2016,230:261-270.
[9] 高新星,赵立欣.规模化猪场甲烷排放通量测量与分析 [J]. 农业工程学报, 2006,22(S1):248-252. Gao X X, Zhao L X. Measurement and analysis of methane flux emitted from animal manure lagoon of livestock farm [J]. Transactions of the CSAE, 2006,22(Suppl 1):248-252.
[10] 李娜,董红敏,朱志平,等.夏季猪场污水贮存过程中CO2、CH4排放试验 [J]. 农业工程学报, 2008,24(9):234-238. Li N, Dong H M, Zhu Z P, et al. Carbon dioxide and methane emissions from slurry storage on a swine farm in summer [J]. Transactions of the CSAE, 2008,24(9):234-238.
[11] Qi X, Wu S, Wang Z, et al. Seasonal and daily emissions of methane and carbon dioxide from a pig wastewater storage system and the use of artificial vermiculite crusts [J]. Biosystems Engineering, 2015,131: 15-22.
[12] Upadhyay P, Prajapati S K, Kumar A. Impacts of riverine pollution on greenhouse gas emissions: a comprehensive review [J]. Ecological Indicators, 2023,154:110649.
[13] Li L, Xue B. Methane emissions from northern lakes under climate change: a review [J]. SN Applied Sciences, 2021,3(12):883-883.
[14] Intergovernmental Panel on Climate Change. 2019refinement to the 2006IPCC guidelines for national greenhouse gas inventories. volume 4 [M]. 2019.
[15] Bryant M P, Varel V H, Frobish R A, et al. Biological potential of thermophilic methanogenesis from cattle wastes [M]//Microbial energy conversion. Pergamon, 1977:347-359.
[16] Mangino J, Bartram D, Brazy A. Development of a methane conversion factor to estimate emissions from animal waste lagoons [C]//US EPA’s 17th annual emission inventory conference. Atlanta, 2001:14.
[17] Pedizzi C, Regueiro L, Rodriguez-Verde I, et al. Effect of oxygen on the microbial activities of thermophilic anaerobic biomass [J]. Bioresource Technology, 2016,211:765-768.
[18] Lindau C W, Bollich P K, DeLaune R D, et al. Methane mitigation in flooded Louisiana rice fields [J]. Biology and Fertility of Soils, 1993,15(3):174-178.
[19] Song M, Shin S G, Hwang S. Methanogenic population dynamics assessed by real-time quantitative PCR in sludge granule in upflow anaerobic sludge blanket treating swine wastewater [J]. Bioresource Technology, 2010,101(1):S23-S28.
[20] Lee J, Hwang S. Single and combined inhibition of Methanosaeta concilii by ammonia, sodium ion and hydrogen sulfide [J]. Bioresource Technology, 2019,281:401-411.
[21] Yuan M, Zhu J, Wang C, et al. Latitudinal distribution of microbial communities in anaerobic biological stabilization ponds: effect of the mean annual temperature [J]. Microbial Biotechnology, 2016,9(6): 834-845.
[22] Zhang S, Ma X, Sun H, et al. Response of semi-continuous anaerobic digestion of food waste to progressively increasing temperature: methanogen community, correlation analysis, and energy balance [J]. Industrial Crops and Products, 2023,192:116066.
[23] 朱志平,董红敏,魏莎,等.中国畜禽粪便管理变化对温室气体排放的影响 [J]. 农业环境科学学报, 2020,39(4):743-748. Zhu Z P, Dong H M, Wei S, et al. Impact of changes in livestock manure management on greenhouse gas emissions in China [J]. Journal of Agro-Environment Science, 2020,39(4):743-748.
[24] Dong H, Kang G, Zhu Z, et al. Ammonia, methane, and carbon dioxide concentrations and emissions of a hoop grower-finisher swine barn [J]. Transactions of the ASABE, 2009,52(5):1741-1747.
[25] Safley L M, Westerman P W. Performance of a dairy manure anaerobic lagoon [J]. Bioresource Technology, 1992,42(1):43-52.
[26] 黄峰,史金才,冯文谦,等.猪场清粪工艺模式的综合比较分析 [J]. 农业环境科学学报, 2021,40(11):2330-2334. Huang F, Shi J C, Feng W Q, et al. Comparative analysis of manure cleaning techniques in pig farms [J]. Journal of Agro-Environment Science, 2021,40(11):2330-2334.
[27] Genedy R, Ogejo J. Dairy manure temperature dynamics during storage [C]//2020ASABE annual international virtual meeting, July 13-15, 2020. American Society of Agricultural and Biological Engineers, 2020.
[28] Leytem A B, Dungan R S, Bjorneberg D L, et al. Emissions of ammonia, methane, carbon dioxide, and nitrous oxide from dairy cattle housing and manure management systems [J]. Journal of Environmental Quality, 2011,40(5):1383-1394.
[29] 崔晓东,任康,朱法江,等.夏季奶牛场污水覆膜存储池温室气体排放分析 [J]. 农业工程学报, 2018,34(9):210-215. Cui X D, Ren K, Zhu F J, et al. Greenhouse gas emission from covered wastewater storage tank on a dairy farm in summer [J]. Transactions of the CSAE, 2018,34(9):210-215.
[30] Khan R Z, Sommer S G, Muller C. Micrometeorological mass balance technique for measuring CH4 emission from stored cattle slurry [J]. Biology and Fertility of Soils, 1997,24(4):442-444.
[31] Lay J J, Li Y Y, Noike T. Influences of pH and moisture content on the methane production in high-solids sludge digestion [J]. Water Research, 1997,31(6):1518-1524.
[32] Qiu S, Zhang X, Xia W, et al. Effect of extreme pH conditions on methanogenesis: methanogen metabolism and community structure [J]. Science of the Total Environment, 2023,877:162702.
[33] Biderre-Petit C, Jézéquel D, Dugat-Bony E, et al. Identification of microbial communities involved in the methane cycle of a freshwater meromictic lake: methane cycle in a stratified freshwater ecosystem [J]. FEMS Microbiology Ecology, 2011,77(3):533-545.
[34] Zhang X, Gu J, Wang X, et al. Effects of tylosin, ciprofloxacin, and sulfadimidine on mcrA gene abundance and the methanogen community during anaerobic digestion of cattle manure [J]. Chemosphere, 2019,221:81-88.
[35] De Vrieze J, Hennebel T, Boon N, et al. Methanosarcina: the rediscovered methanogen for heavy duty biomethanation [J]. Bioresource Technology, 2012,112:1-9.
[36] Lendormi T, Jaziri K, Béline F, et al. Methane production and microbial community acclimation of five manure inocula during psychrophilic anaerobic digestion of swine manure [J]. Journal of Cleaner Production, 2022,340:130772.
[37] Demirel B, Scherer P. The roles of acetotrophic and hydrogenotrophic methanogens during anaerobic conversion of biomass to methane: a review [J]. Reviews in Environmental Science and Bio/Technology, 2008,7(2):173-190.
[38] Pan X, Zhao L, Li C, et al. Deep insights into the network of acetate metabolism in anaerobic digestion: focusing on syntrophic acetate oxidation and homoacetogenesis [J]. Water Research, 2021,190: 116774.
[39] Hao L P, Lü F, He P J, et al. Predominant contribution of syntrophic acetate oxidation to thermophilic methane formation at high acetate concentrations [J]. Environmental Science & Technology, 2011,45(2): 508-513.
[40] Liu Y, Chen L, Duan Y, et al. Recent progress and prospects for chain elongation of transforming biomass waste into medium-chain fatty acids [J]. Chemosphere, 2024,355:141823.
[41] 李彤,丁立飞,魏文欣,等.太湖沉积物产甲烷速率时空变化与影响因素 [J]. 中国环境科学, 2025,45(1):519-527. Li T, Ding L F, Wei W X, et al. Temporal and spatial variations of sediment methane production rates and their influencing factors in Lake Taihu [J]. China Environmental Science, 2025,45(1):519-527.
[42] Ma H, Yan W, Xiao X, et al. Ex situ culturing experiments revealed psychrophilic hydrogenotrophic methanogenesis being the potential dominant methane-producing pathway in subglacial sediment in Larsemann Hills, Antarctica [J]. Frontiers in Microbiology, 2018,9: 237.
[43] Xu W, Wang W, Ma R, et al. Dual mechanism of membrane covering on GHG and NH3 mitigation during industrial-scale experiment on dairy manure composting: inhibiting formation and blocking emissions [J]. Journal of Environmental Management, 2024,370:122585.
[44] Zhang Z, Zhang R, Ma Y, et al. Improved volatile fatty acid production in anaerobic digestion via simultaneous temperature regulation and persulfate activation by biochar: chemical and biological response mechanisms [J]. Environmental Research, 2025,264:120271.
[45] Maki J J, Looft T. Turicibacter bilis sp. nov., a novel bacterium isolated from the chicken eggshell and swine ileum [J]. International Journal of Systematic and Evolutionary Microbiology, 2022,72(1): 005153.
[46] Gerritsen J, Fuentes S, Grievink W, et al. Characterization of Romboutsia ilealis gen. nov., sp. nov., isolated from the gastro- intestinal tract of a rat, and proposal for the reclassification of five closely related members of the genus Clostridium into the genera Romboutsia gen. nov., Intestinibacter gen. nov., Terrisporobacter gen. nov. and Asaccharospora gen. nov. [J]. International Journal of Systematic and Evolutionary Microbiology, 2014,64(5):1600-1616.
[47] Liu Y C, Ramiro-Garcia J, O’Connor S, et al. Microbial community response to temperature reduction during anaerobic treatment of long chain fatty acids-containing wastewater [J]. Bioresource Technology, 2024,413:131529.
[48] Singh S, Keating C, Ijaz U Z, et al. Molecular insights informing factors affecting low temperature anaerobic applications: diversity, collated core microbiomes and complexity stability relationships in LCFA-fed systems [J]. Science of the Total Environment, 2023,874: 162420.
[49] Le T S, Bui X T, Nguyen P D, et al. Bacterial community composition in a two-stage anaerobic membrane bioreactor for co-digestion of food waste and food court wastewater [J]. Bioresource Technology, 2024,391:129925.
[50] Towner K J. The genus Acinetobacter [M]//Balows A, Trüper H G, Dworkin M, et al. The Prokaryotes. New York, NY: Springer New York, 1992:3137-3143.
[51] Ren X, Palmer L D. Acinetobacter metabolism in infection and antimicrobial resistance [J]. Infection and Immunity, 2023,91(6): e00433-22.
[52] Meng X, Cao Q, Sun Y, et al. 16S rRNA genes- and metagenome- based confirmation of syntrophic butyrate-oxidizing methanogenesis enriched in high butyrate loading [J]. Bioresource Technology, 2022, 345:126483.
[53] Detter J C. Clostridium: unveiling the versatile world of anaerobic bacteria [J]. Journal of Bacteriology and Infectious Diseases, 2023, 7(5):164.
[54] Liu Y, Whitman W B. Metabolic, phylogenetic, and ecological diversity of the methanogenic archaea [J]. Annals of the New York Academy of Sciences, 2008,1125(1):171-189.
[55] Conklin A, Stensel H D, Ferguson J. Growth kinetics and competition between Methanosarcina and Methanosaeta in mesophilic anaerobic digestion [J]. Water Environment Research, 2006,78(5):486-496.
PDF(1530 KB)

Accesses

Citation

Detail

Sections
Recommended

/