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Linear relationship between CH4 fluxes and atmospheric CO2 concentration levels controlled by rice biomass and soil methanogenic communities

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Abstract

The contribution of CH4 emissions from paddy soils to greenhouse gas emissions is key in the evaluation of future climate change scenarios. Most studies in this field have investigated the effects of elevated CO2 concentrations (e[CO2]s) on CH4 fluxes and methanogenic communities in paddy soils under constant CO2 concentrations ([CO2]s). However, atmospheric [CO2] is gradually increasing and the relationship between future climate change and CH4 emissions from paddy fields is poorly understood. This study explored the responses of CH4 fluxes and methanogenic communities in paddy soils to different e[CO2]s using open-top chambers. The rice biomass, CH4 fluxes, methane production potential, and methanogenic characteristics were analyzed under CK (ambient [CO2]), C1 (e[CO2] by 120 µmol mol–1), and C2 (e[CO2] by 200 µmol mol–1) treatments. The results indicated that the C1 and C2 treatments insignificantly increased the CH4 flux in paddy fields. However, the C1 treatment significantly increased the CH4 flux/biomass at the elongation stage, while the C2 treatment significantly increased the CH4 flux/biomass at all of the growth stages. The C1 and C2 treatments had a positive effect on both methane production potential and methanogenic abundance at all of the growth stages, but this effect was not always significant. In addition, the C1 and C2 treatments significantly altered the methanogenic community structure at the elongation stage. Notably, there was a significant linear relationship between the CH4 flux/biomass and [CO2] at all of the growth stages; between the methane production potential and [CO2] at the tillering, elongation, and milk-ripening stages; and between the mcrA gene abundance and [CO2] at the milk-ripening stage. A linear model based on rice biomass, methane production potential, and soil DOC concentration explained 72.7% of the variation in the CH4 fluxes. Overall, the linear relationship between CH4 fluxes and atmospheric [CO2] levels was controlled by the rice biomass, soil carbon substrate, and methanogenic communities.

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References

  • Angel R, Kammann C, Claus P, Conrad R (2012) Effect of long–term free–air CO2 enrichment on the diversity and activity of soil methanogens in a periodically waterlogged grassland. Soil Biol Biochem 51:96–103

    Article  CAS  Google Scholar 

  • Bhattacharyya P, Roy KS, Neogi S, Dash PK, Nayak AK, Mohanty S, Baig MJ, Sarkar PK, Rao KS (2013) Impact of elevated CO2 and temperature on soil C and N dynamics in relation to CH4 and N2O emissions from tropical flooded rice (Oryza sativa L.). Sci Total Environ 461–462:601–611

    Article  PubMed  Google Scholar 

  • Cai C, Li G, Yang HL, Yang JH, Liu H, Struik PC, Luo WH, Yin XY, Di LJ, Guo XH, Jiang WY, Si CF, Pan GX, Zhu JG (2018) Do all leaf photosynthesis parameters of rice acclimate to elevated CO2, elevated temperature, and their combination, in FACE environments? Glob Change Biol 24(4):1685–1707

    Article  Google Scholar 

  • Chen CP, Sakai H, Tokida T, Usui Y, Nakamura H, Hasegawa T (2014) Do the rich always become richer? Characterizing the leaf physiological response of the high–yielding rice cultivar Takanari to free–air CO2 enrichment. Plant Cell Physiol 55(2):381–391

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Chen ST, Wang YY, Hu ZH, Gao H (2015) CO2 emissions from a forest soil as influenced by amendments of different crop straws: Implications for priming effects. Catena 131:56–63.

    Article  CAS  Google Scholar 

  • Conrad R, Ji Y, Noll M, Klose M, Claus P, Enrich–Prast A (2014) Response of the methanogenic microbial communities in a mazonian oxbow lake sediments to desiccation stress. Environ Microbiol 16(6):1682–1694

    Article  CAS  PubMed  Google Scholar 

  • Das S, Adhya TK (2012) Dynamics of methanogenesis and methanotrophy in tropical paddy soils as influenced by elevated CO2 and temperature interaction. Soil Biol Biochem 47:36–45

    Article  CAS  Google Scholar 

  • Das S, Bhattacharyya P, Adhya TK (2011) Interaction effects of elevated CO2 and temperature on microbial biomass and enzyme activities in tropical paddy soils. Environ Monit Assess 182(1–4):555–569

    Article  CAS  PubMed  Google Scholar 

  • Dubey SK, Singh A, Watanabe T, Asakawa S, Singla A, Arai H, Inubushi K (2014) Methane production potential and methanogenic archaeal community structure in tropical irrigated indian paddy soils. Biol Fertil Soils 50(2):369–379

    Article  CAS  Google Scholar 

  • Hwang W, Chanyang KIM, Kijong CHO, Seunghun HYUN (2021) Characteristics of greenhouse gas emissions from rice paddy fields in South Korea under climate change scenario RCP–8.5 using the DNDC model. Pedosphere 31(2):332–341

    Article  CAS  Google Scholar 

  • Ji Y, Liu P, Conrad R (2018) Change of the pathway of methane production with progressing anoxic incubation of paddy soil. Soil Biol Biochem 121:177–184

    Article  CAS  Google Scholar 

  • Jia Z, Cai Z, Tsuruta H (2006) Effect of rice cultivar on CH4 production potential of rice soil and CH4 emission in a pot experiment. Soil Sci Plant Nutr 52(3):341–348

    Article  CAS  Google Scholar 

  • Jia X, Wang L, Zhao Y, Zhang C, Li X (2020) Soil microbial communities in the rhizosphere of Robinia pseudoacacia L. after being exposed to elevated atmospheric CO2 and cadmium for 4 years. Appl Soil Ecol 154:103661.

    Article  Google Scholar 

  • Jin J, Wood J, Franks A, Armstrong R, Tang C (2020) Long–term CO2 enrichment alters the diversity and function of the microbial community in soils with high organic carbon. Soil Biol Biochem 144:107780

    Article  CAS  Google Scholar 

  • Kim SY, Freeman C, Lukac M, Lee SH, Kim SD, Kang H (2020) Elevated CO2 and high salinity enhance the abundance of sulfate reducers in a salt marsh ecosystem. Appl Soil Ecol 147:103386

    Article  Google Scholar 

  • Kong DL, Li SQ, Jin Y, Wu S, Chen J, Hu T, Wang C, Liu SW, Zou J (2019) Linking methane emissions to methanogenic and methanotrophic communities under different fertilization strategies in rice paddies. Geoderma 347:233–243

    Article  CAS  Google Scholar 

  • Lee SH, Kim SY, Kang H (2012) Effects of elevated CO2 on communities of denitrifying bacteria and methanogens in a temperate marsh microcosm. Microb Ecol 64(2):485–498

    Article  CAS  PubMed  Google Scholar 

  • Liu Y, Liu X, Cheng K, Li L, Zhang X, Zheng J, Zheng J, Pan G (2016) Responses of methanogenic and methanotrophic communities to elevated atmospheric CO2 and temperature in a paddy field. Front Microbiol 7:1895

    Article  PubMed  PubMed Central  Google Scholar 

  • Liu DY, Tago K, Hayatsu M, Tokida T, Sakai H, Nakamura H, Usui Y, Hasegawa T, Asakawa S (2016) Effect of elevated CO2 concentration, elevated temperature and no nitrogen fertilization on methanogenic archaeal and methane–oxidizing bacterial community structures in paddy soil. Microbes Environ 31(3):349–356

    Article  PubMed  PubMed Central  Google Scholar 

  • Lou YS, Inubushi K, Mizuno T, Hasegawa T, Lin Y, Sakai H, Cheng WG, Kobayashi K (2008) CH4 emission with differences in atmospheric CO2 enrichment and rice cultivars in a japanese paddy soil. Glob Change Biol 14(11):2678–2687

    Article  Google Scholar 

  • Lu RK (2000) Methods for soil agrochemistry analysis. China Agricultural Science and Technology Press, Beijing 62–141.

  • Luan JW, Wu JH (2014) Gross photosynthesis explains the ‘artificial bias’ of methane fluxes by static chamber (opaque versus transparent) at the hummocks in a boreal peatland. Environ Res Lett 9(10):105005

    Article  Google Scholar 

  • Luton PE, Wayne JM, Sharp RJ, Riley PW (2002) The mcrA gene as an alternative to 16S rRNA in the phylogenetic analysis of methanogen populations in landfill. Microbiology 148(11):3521–3530

    Article  CAS  PubMed  Google Scholar 

  • Lv CH, Huang Y, Sun WJ, Yu LF, Zhu JW (2020) Response of rice yield and yield components to elevated [CO2]: a synthesis of updated data from FACE experiments. Eur J Agron 112:125961

    Article  CAS  Google Scholar 

  • IPCC (2021) Climate change 2021: the physical Science Basis. In: Masson-Delmotte VP, Zhai A, Pirani SL, Connors C, Pean S, Berger N, Caud Y, Chen L, Goldfarb MI, Gomis M, Huan K, Leitzell E, Lonnoy JBR, Matthews TK, Maycock T, Ylekci R, YuZhou B (eds) Contribution of working group I to the 6th assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge

    Google Scholar 

  • Narihiro T, Hori T, Nagata O, Hoshino T, Yumoto I, Kamagata Y (2011) The impact of aridification and vegetation type on changes in the community structure of methane–cycling microorganisms in japanese wetland soils. Biosci Biotechnol Biochem 75(9):1727–1734

    Article  CAS  PubMed  Google Scholar 

  • Okubo T, Liu D, Tsurumaru H, Ikeda S, Asakawa S, Tokida T, Tago K, Hayatsu M, Aoki N, Ishimaru K, Ujiie K, Usui Y, Nakamura H, Sakai H, Hayashi K, Hasegawa T, Minamisawa K (2015) Elevated atmospheric CO2 levels affect community structure of rice root–associated bacteria. Front Microbiol 6:136

    Article  PubMed  PubMed Central  Google Scholar 

  • Padhy SR, Bhattacharyya P, Dash PK, Roy KS, Neogi S, Baig MJ, Swain P, Nayak AK, Mohapatra T (2020) Enhanced labile carbon flow in soil–microbes–plant–atmospheric continuum in rice under elevated CO2 and temperature leads to positive climate change feed–back. Appl Soil Ecol 155:103657

    Article  Google Scholar 

  • Qi L, Ma Z, Chang SX, Zhou P, Huang R, Wang Y, Wang ZF, Gao M (2020) Biochar decreases methanogenic archaea abundance and methane emissions in a flooded paddy soil. Sci Total Environ 752:141958

    Article  PubMed  Google Scholar 

  • Qian HY, Huang S, Chen J, Wang L, Hungate BA, Van Kessel C, Zhang J, Deng AX, Jiang Y, van Groenigen KJ, Zhang WJ (2020) Lower-than-expected CH4 emissions from rice paddies with rising CO2 concentrations. Glob Change Biol 26(4):2368–2376

    Article  Google Scholar 

  • Schimel D (2006) Climate change and crop yields: beyond Cassandra. Science 312(5782):1889–1890

    Article  CAS  PubMed  Google Scholar 

  • IPCC (2013) Climate Change 2013: The physical science basis. In: Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Contribution of working group I to the 5th assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge

    Google Scholar 

  • Sun HF, Zhou S, Fu ZS, Chen GF, Zou GY, Song XF (2016) A two-year field measurement of methane and nitrous oxide fluxes from rice paddies under contrasting climate conditions. Sci Rep 6:28255

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Tokida T, Fumoto T, Cheng W, Matsunami T, Adachi M, Katayanagi N, Matsushima M, Okawara Y, Nakamura H, Okada M, Sameshima R, Hasegawa R (2010) Effects of free-air CO2 enrichment (FACE) and soil warming on CH4 emission from a rice paddy field: impact assessment and stoichiometric evaluation. Biogeosci Discuss 7:1863–1903

    Google Scholar 

  • WMO (2022) Greenhouse gas bulletin–No.18: the state of Greenhouse gases in the Atmosphere based on global observations through 2021. WMO Greenhouse Gas Bulletin, Switzerland

    Google Scholar 

  • Wang YY, Hu ZH, Liu C, Wu ZR, Chen ST (2022) Methane emissions in japonica rice paddy fields under different elevated CO2 concentrations. Nutr Cycl Agrosyst 122(2):173–189

    Article  CAS  Google Scholar 

  • Wang YY, Hu ZH, Shen LD, Liu C, Islam ATM, Wu ZR, Dang HH, Chen ST (2021) The process of methanogenesis in paddy fields under different elevated CO2 concentrations. Sci Total Environ 773:145629

    Article  CAS  PubMed  Google Scholar 

  • Wang YY, Hu ZH, Shen LD, Lu GH, Cao R, Zheng KZ, Liu C, Wu ZR, He SQ (2023) Different characteristics of soil CH4 emissions and methanogenic communities in paddy fields under gradually and abruptly elevated CO2 concentrations. Soil Biol Biochem 180:108993

    Article  CAS  Google Scholar 

  • Wang C, Jin YG, Ji C, Zhang N, Song MY, Kong DL, Liu SW, Zhang XH, Liu XY, Zou JW, Li SQ, Pan GX (2018) An additive effect of elevated atmospheric CO2 and rising temperature on methane emissions related to methanogenic community in rice paddies. Agric Ecosyst Environ 257:165–174

    Article  CAS  Google Scholar 

  • Wang W, Lai DYF, Wang C, Tong C, Zeng C (2016) Effects of inorganic amendments, rice cultivars and cultivation methods on greenhouse gas emissions and rice productivity in a subtropical paddy field. Ecol Eng 95:770–778

    Article  Google Scholar 

  • Wang B, Li J, Wan Y, Qin X, Gao Q, Waqas MA, Wikes A, Cai WW, You SC, Zhou SH (2018) Responses of yield, CH4 and N2O emissions to elevated atmospheric temperature and CO2 concentration in a double rice cropping system. Eur J Agron 96:60–69

    Article  CAS  Google Scholar 

  • Wang J, Liu X, Zhang X, Smith P, Li L, Filley TR, Cheng K, Shen M, He Y, Pan G (2016) Size and variability of crop productivity both impacted by CO2 enrichment and warming–a case study of 4 year field experiment in a chinese paddy. Agric Ecosyst Environ 221:40–49

    Article  Google Scholar 

  • Wang JY, Wang C, Chen NN, Xiong ZQ, Wolfe D, Zou JW (2015) Response of rice production to elevated [CO2] and its interaction with rising temperature or nitrogen supply: a meta-analysis. Clim Change 130(4):529–543

    Article  CAS  Google Scholar 

  • Xu JL, Zhuang L, Yang GQ, Yuan Y, Zhou SG (2013) Extracellular quinones affecting methane production and methanogenic community in paddy soil. Microb Ecol 66(4):950–960.

    Article  CAS  PubMed  Google Scholar 

  • Xu X, Zhang M, Xiong Y, Yuan J, Shaaban M, Zhou W, Hu R (2020) The influence of soil temperature, methanogens and methanotrophs on methane emissions from cold waterlogged paddy fields. J Environ Manage 264:110421

    Article  CAS  PubMed  Google Scholar 

  • Yang B, Chen ZZ, Zhang M, Zhang H, Zhang XH, Pan GX, Zou JW, Xiong ZQ (2015) Effects of elevated atmospheric CO2 concentration and temperature on the soil profile methane distribution and diffusion in rice–wheat rotation system. J Environ Sci 32(1):62–71

    Article  CAS  Google Scholar 

  • Yin P, Yin M, Cai Z, Wu G, Lin G, Zhou J (2018) Structural inflexibility of the rhizosphere microbiome in mangrove plant Kandelia obovata under elevated CO2. Mar Environ Res 140:422–432

    Article  CAS  PubMed  Google Scholar 

  • Yuan J, Yuan Y, Zhu Y, Cao L (2018) Effects of different fertilizers on methane emissions and methanogenic community structures in paddy rhizosphere soil. Sci Total Environ 627:770–781

    Article  CAS  PubMed  Google Scholar 

  • Zhang W, Sheng R, Zhang M, Xiong G, Hou H, Li S, Wei W (2018) Effects of continuous manure application on methanogenic and methanotrophic communities and methane production potentials in rice paddy soil. Agric Ecosyst Environ 258:121–128

    Article  Google Scholar 

  • Zhou L, Liu X, Dong X (2014) Methanospirillum psychrodurum sp. nov., isolated from wetland soil. Int J Syst Evol Microbiol 64(2):638–641

    Article  CAS  PubMed  Google Scholar 

  • Zhuang XuJL, Yang L, Yuan GQ, Zhou Y (2013) Extracellular quinones affecting methane production and methanogenic community in paddy soil. Microb Ecol 66(4):950–960

    Article  PubMed  Google Scholar 

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Acknowledgements

This study was supported by the National Natural Science Foundation of China (No. 42205174, 42071023, 32001211) and Natural Science Research of Jiangsu Higher Education Institutions of China (22KJB180010).

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ZHH designed the experiments. YYW, CL, and ZRW performed the experiments. YYW, ZHH, LDS, and WH analyzed data. YYW wrote the original draft. ZHH, SQH, QJ, GHL, RC, KZZ, ND, LJ, JYY, XQX, YS, and AQR revised the manuscript. All authors reviewed the manuscript.

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Correspondence to Zhenghua Hu.

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Wang, Y., Hu, Z., He, S. et al. Linear relationship between CH4 fluxes and atmospheric CO2 concentration levels controlled by rice biomass and soil methanogenic communities. Nutr Cycl Agroecosyst 127, 247–263 (2023). https://doi.org/10.1007/s10705-023-10299-5

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