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Patterns and drivers of soil net nitrogen mineralization and its temperature sensitivity across eastern China

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Abstract

Background and Aims

Soil net nitrogen mineralization (Nmin) rate and its temperature sensitivity (Q10) are critical parameters for predicting nitrogen availability under global warming. However, the controlling factors of the net Nmin rate and its Q10 at the regional scale remain highly uncertain, especially in different ecosystem types.

Methods

An incubation experiment at three different temperatures was conducted to measure the net Nmin rate and to calculate its Q10. High-throughput sequencing was applied to explore the microbial community diversity and composition.

Results

Results showed that the overall net Nmin rate was highest in paddy fields, followed by forest and dryland fields, whereas its Q10 was not different among ecosystems. Structural equation models revealed that the net Nmin rate was mainly affected by soil properties in dryland habitats, whereas it was mainly influenced by soil microbial communities and mean annual temperature (MAT) in paddy habitats. In forest habitats, the net Nmin rate was mainly affected by bacterial communities rather than fungal communities. The Q10 of net Nmin was close to 2.0, indicating that the net Nmin rate is sensitive to climatic warming. The Q10 was impacted by the bacterial community composition in dryland soils, whereas it was influenced by soil properties and bacterial diversity in paddy and forest soils.

Conclusion

This study provides a novel quantification on the contribution of soil microbial diversity and community composition to soil net Nmin process in three ecosystem types, with implications for microbial-mediated N mineralization process under climatic change scenarios.

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Data availability

The raw sequence data have been deposited in NCBI under the BioProject ID of PRJNA 825,244 for bacteria and PRJNA 825,248 for fungi, respectively.

References

  • Ali N, Khan S, Li YY, Zheng NG, Yao HY (2019) Influence of biochars on the accessibility of organochlorine pesticides and microbial community in contaminated soils. Sci Total Environ 647:551–560

    Article  CAS  PubMed  Google Scholar 

  • Ali RS, Poll C, Kandeler E (2018) Dynamics of soil respiration and microbial communities: Interactive controls of temperature and substrate quality. Soil Biol Biochem 127:60–70

    Article  CAS  Google Scholar 

  • Auyeung DSN, Suseela V, Dukes JS (2013) Warming and drought reduce temperature sensitivity of nitrogen transformations. Glob Change Biol 19:662–676

    Article  Google Scholar 

  • Ashraf MN, Hu C, Wu L, Duan Y, Zhang W, Aziz T, Cai A, Abrar MM, Xu M (2020) Soil and microbial biomass stoichiometry regulate soil organic carbon and nitrogen mineralization in rice-wheat rotation subjected to long-term fertilization. J Soils Sediments 20:3103–3113

    Article  CAS  Google Scholar 

  • Bastian F, Bouziri L, Nicolardot B, Ranjard L (2009) Impact of wheat straw decomposition on successional patterns of soil microbial community structure. Soil Biol Biochem 41:262–275

    Article  CAS  Google Scholar 

  • Buée M, Reich M, Murat C, Morin E, Nilsson RH, Uroz S, Martin F (2009) 454 Pyrosequencing analyses of forest soils reveal an unexpectedly high fungal diversity. New Phytol 184:449–456

    Article  PubMed  Google Scholar 

  • Bai JH, Gao HF, Xiao R, Wang JJ, Huang C (2012) A review of soil nitrogen mineralization as affected by water and salt in coastal wetlands: issues and methods. Clean-Soil Air Water 40:1099–1105

    Article  CAS  Google Scholar 

  • Baldrian P (2014) Distribution of extracellular enzymes in soils: spatial heterogeneity and determining factors at various scales. Soil Sci Soc Am J 78:11–18

    Article  Google Scholar 

  • Chapin ШFS, Matson PA, Vitousek PM (2011) Principles of terrestrial ecosystem ecology. Springer Science & Business Media, New York

    Book  Google Scholar 

  • Caporaso JG, Lauber CL, Walters WA, Bergl-yons D, Huntley J, Fierer N, Owens SM, Betley J, Fraser L, Bauer M, Gormley N, Gilbert JA, Smith G, Knight R (2012) Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms. ISME J 6:1621–1624

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Pena AG, Goodrich JK, Gordon JI, Huttley GA, Kelley ST, Knights D, Koenig JE, Ley RE, Lozupone CA, McDonald D, Muegge BD, Pirrung M, Reeder J, Sevinsky JR, Turnbaugh PJ, Walters WA, Widmann J, Yatsunenko T, Zaneveld J, Knight R (2010) QIIME allows analysis of high-throughput community sequencing data. Nat Methods 7:335–336

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Chen DM, Xing W, Lan ZC, Saleem M, Wu Y, Hu SJ, Bai YF (2019) Direct and indirect effects of nitrogen enrichment on soil organisms and carbon and nitrogen mineralization in a semi-arid grassland. Funct Ecol 33:936–936

    Article  Google Scholar 

  • Colman BP, Schimel JP (2013) Drivers of microbial respiration and net N mineralization at the continental scale. Soil Biol Biochem 60:65–76

    Article  CAS  Google Scholar 

  • Cong WF, Eriksen J (2018) Forbs differentially affect soil microbial community composition and functions in unfertilized ryegrass-red clover leys. Soil Biol Biochem 121:87–94

    Article  CAS  Google Scholar 

  • Creamer CA, Menezes ABD, Krull ES, Sanderman J, Newton Walters R, Farrell M (2015) Microbial community structure mediates response of soil C decomposition to litter addition and warming. Soil Biol Biochem 80:175–188

    Article  CAS  Google Scholar 

  • Cui H, Chen PF, He C, Jiang ZH, Lan R, Yang JP (2023) Soil microbial community structure dynamics shape the rhizosphere priming effect patterns in the paddy soil. Sci Total Environ 857:159459

    Article  CAS  PubMed  Google Scholar 

  • Delgado-Baquerizo M, Maestre FT, Reich PB, Jeffries TC, Gaitan JJ, Encinar D, Berdugo M, Campbell CD, Singh BK (2016) Microbial diversity drives multifunctionality in terrestrial ecosystems. Nat Commun 7:10541

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Darby BA, Goodale CL, Chin NA, Fuss CB, Lang AK, Ollinger SV, Lovett GM (2020) Depth patterns and connections between gross nitrogen cycling and soil exoenzyme activities in three northern hardwood forests. Soil Biol Biochem 147:107836

    Article  CAS  Google Scholar 

  • Dawes MA, Schleppi P, Hattenschwiler S, Rixen C, Hagedorn F (2017) Soil warming opens the nitrogen cycle at the alpine treeline. Glob Change Biol 23:421–434

    Article  Google Scholar 

  • Deng Q, Cheng XL, Hui DF, Zhang Q, Li M, Zhang QF (2016) Soil microbial community and its interaction with soil carbon and nitrogen dynamics following afforestation in central China. Sci Total Environ 541:230–237

    Article  CAS  PubMed  Google Scholar 

  • Dessureault-Rompré J, Zebarth BJ, Georgallas A, Burton DL, Grant CA, Drury CF (2010) Temperature dependence of soil nitrogen mineralization rate: Comparison of mathematical models, reference temperatures and origin of the soils. Geoderma 157:97–108

    Article  Google Scholar 

  • Duan Y, Awasthi SK, Liu T, Verma S, Wang Q, Chen H, Ren X, Zhang Z, Awasthi MK (2019) Positive impact of biochar alone and combined with bacterial consortium amendment on improvement of bacterial community during cow manure composting. Bioresour Technol 280:79–87

    Article  CAS  PubMed  Google Scholar 

  • Ekenler M, Tabatabai M (2002) β-Glucosaminidase activity of soils: effect of cropping systems and its relationship to nitrogen mineralization. Biol Fertil Soils 36:367–376

    Article  CAS  Google Scholar 

  • Elrys AS, Ali A, Zhang H, Cheng Y, Zhang J, Cai ZC, Müller C, Chang SX (2021) Patterns and drivers of global gross nitrogen mineralization in soils. Glob Change Biol 27:5950–5962

    Article  CAS  Google Scholar 

  • Fierer N, Bradford MA, Jackson RB (2007) Toward an ecological classification of soil bacteria. Ecology 88:1354–1364

    Article  PubMed  Google Scholar 

  • Fraterrigo JM, Balser TC, Turner MG (2006) Microbial community variation and its relationship with nitrogen mineralization in historically altered forests. Ecology 87:570–579

    Article  PubMed  Google Scholar 

  • Feng CX, Godbold DL, Sun HL, Wei LN, Zhang YD (2022) Temperature sensitivity of organic matter mineralization as affected by soil edaphic properties and substrate quality. Catena 210:105901

    Article  CAS  Google Scholar 

  • Giese M, Gao YZ, Lin S, Brueck H (2011) Nitrogen availability in a grazed semi-arid grassland is dominated by seasonal rainfall. Plant Soil 340:157–167

    Article  CAS  Google Scholar 

  • Guntiñas ME, Leirós MC, Trasar-Cepeda C, Gil-Sotres F (2012) Effects of moisture and temperature on net soil nitrogen mineralization: A laboratory study. Eur J Soil Biol 48:73–80

    Article  Google Scholar 

  • Hu HW, Zhang LM, Yuan CL, He JZ (2013) Contrasting Euryarchaeota communities between upland and paddy soils exhibited similar pH-impacted biogeographic patterns. Soil Biol Biochem 64:18–27

    Article  CAS  Google Scholar 

  • Inubushi K, Acquaye S (2004) Role of microbial biomass in biogeochemical processes in paddy soil environments. Soil Sci Plant Nutr 50:793–805

    Article  CAS  Google Scholar 

  • Jiao S, Xu YQ, Zhang J, Lu YH (2019) Environmental filtering drives distinct continental atlases of soil archaea between dryland and wetland agricultural ecosystems. Microbiome 7:15

    Article  PubMed  PubMed Central  Google Scholar 

  • Koch O, Tscherko D, Kandeler E (2007) Temperature sensitivity of microbial respiration, nitrogen mineralization, and potential soil enzyme activities in organic alpine soils. Glob Biogeochem Cycle 21:GB4017

  • Knicker H (2011) Soil organic N-An under-rated player for C sequestration in soils? Soil Biol Biochem 43:1118–1129

    Article  CAS  Google Scholar 

  • Kuzyakov Y, Xu X (2013) Competition between roots and microorganisms for nitrogen: mechanisms and ecological relevance. New Phytol 198:656–669

    Article  CAS  PubMed  Google Scholar 

  • Kuypers MMM, Marchant HK, Kartal B (2018) The microbial nitrogen-cycling network. Nat Rev Microbiol 16:263–276

    Article  CAS  PubMed  Google Scholar 

  • Lee JK, Park HJ, Cha SJ, Kwon SJ, Park JH (2021) Effect of pyroligneous acid on soil urease, amidase, and nitrogen use efficiency by Chinese cabbage (Brassica campestris var. Pekinensis). Environ Pollut 291:118132

  • Li M, Zhou XH, Zhang QF, Cheng XL (2014) Consequences of afforestation for soil nitrogen dynamics in central China. Agric Ecosyst Environ 183:40–46

    Article  CAS  Google Scholar 

  • Li JJ, Wang GL, Yan BS, Liu GB (2020a) The responses of soil nitrogen transformation to nitrogen addition are mainly related to the changes in functional gene relative abundance in artificial Pinus tabulaeformis forests. Sci Total Environ 723:137679

    Article  CAS  PubMed  Google Scholar 

  • Li X, Han S, Wan WJ, Zheng LX, Chen WL, Huang QY (2020b) Manure fertilizes alter the nitrite oxidizer and comammox community composition and increase nitrification rates. Soil Tillage Res 204:104701

    Article  Google Scholar 

  • Li X, Wang AC, Wan WJ, Luo XS, Zheng LX, He GW, Huang DQ, Chen WL, Huang QY (2021) High salinity inhibits soil bacterial community mediating nitrogen cycling. Appl Environ Microbiol 87:e01366-e1421

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Li ZL, Tian DH, Wang BX, Wang JS, Wang S, Chen HYH, Xu XF, Wang CH, He NP, Niu SL (2019) Microbes drive global soil nitrogen mineralization and availability. Glob Change Biol 25:1078–1088

    Article  Google Scholar 

  • Li XZ, Han BS, Yang F, Hu CY, Han GZ (2022) Effects of land use change on soil carbon and nitrogen in purple paddy soil. J Environ Manage 314:115122

    Article  CAS  PubMed  Google Scholar 

  • Liu T, Awasthi MK, Verma S, Qin SY, Awasthi SK, Liu HM, Zhou YW, Zhang ZQ (2021) Evaluation of cornstalk as bulking agent on greenhouse gases emission and bacterial community during further composting. Bioresour Technol 340:125713

    Article  CAS  PubMed  Google Scholar 

  • Liu Y, He NP, Wen XF, Yu GR, Gao Y, Jia YL (2016) Patterns and regulating mechanisms of soil nitrogen mineralization and temperature sensitivity in Chinese terrestrial ecosystems. Agric Ecosyst Environ 215:40–46

    Article  CAS  Google Scholar 

  • Liu Y, Wang CH He NP, Wen XF, Gao Y, Li SG, Niu SL, Butterbach-Bahl K, Luo YQ, Yu GR (2017) A global synthesis of the rate and temperature sensitivity of soil nitrogen mineralization: latitudinal patterns and mechanisms. Glob Change Biol 23:455–464

  • Liu T, Wu XH, Li HW, Ning C, Li Y, Zhang XY, He JS, Filimonenko E, Chen S, Chen XY, Gibson DJ, Kyzyakov Y (2022) Soil quality and r-K fungal communities in plantations after conversion from subtropical forest. Catena 219:106584

    Article  CAS  Google Scholar 

  • Lu L, Han WY, Zhang JB, Wu YC, Wang BZ, Lin XG, Zhu JG, Cai ZC, Jia ZJ (2012) Nitrification of archaeal ammonia oxidizers in acid soils is supported by hydrolysis of urea. ISME J 6:1978–1984

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Maslov MN, Maslova OA (2022) Soil nitrogen mineralization and its sensitivity to temperature and moisture in temperate peatlands under different land-use management practices. Catena 210:105922

    Article  CAS  Google Scholar 

  • Nilsson RH, Larsson KH, Taylor AFS, Bengtsson-Palme J, Jeppesen TS, Schigel D, Kennedy P, Picard K, Glöckner FO, Tedersoo L, Saar I, Kõljalg U, Abarenkov K (2019) The UNITE database for molecular identification of fungi: handling dark taxa and parallel taxonomic classifications. Nucleic Acids Res 47:D259–D264

    Article  CAS  PubMed  Google Scholar 

  • Ouyang Y, Reeve JR, Norton JM (2018) Soil enzyme activities and abundance of microbial functional genes involved in nitrogen transformations in an organic farming system. Biol Fertil Soils 54:437–450

    Article  CAS  Google Scholar 

  • Qi HS, Zhao Y, Wang X, Wei ZM, Zhang X, Wu JQ, Xie XY, Kang KJ, Yang HY, Shi MZ, Su XY, Zhang CH, Wu ZH (2021) Manganese dioxide driven the carbon and nitrogen transformation by activating the complementary effects of core bacteria in composting. Bioresour Technol 330:124960

    Article  CAS  PubMed  Google Scholar 

  • Qiu LP, Zhu HS, Liu J, Yao YF, Wang X, Rong GH, Zhao XN, Shao MG, Wei XR (2021) Soil erosion significantly reduces organic carbon and nitrogen mineralization in a simulated experiment. Agric Ecosyst Environ 307:107232

    Article  CAS  Google Scholar 

  • Risch AC, Zimmermann S, Moser B, Schütz M, Hagedorn F, Firn J, Fay PA, Adler PB, Biederman LA, Blair JM, Borer ET, Broadbent AAD, Brown CS, Cadotte MW, Caldeira MC, Davies KF, di Virgilio A, Eisenhauer N, Eskelinen A, Knops JMH, MacDougall AS, McCulley RL, Melbourne BA, Moore JL, Power SA, Prober SM, Seabloom EW, Siebert J, Silveira ML, Speziale KL, Stevens CJ, Tognetti PM, Virtanen R, Yahdjian L, Ochoa-Hueso R (2020) Global impacts of fertilization and herbivore removal on soil net nitrogen mineralization are modulated by local climate and soil properties. Glob Change Biol 26:7173–7185

    Article  Google Scholar 

  • Rong G, Zhang X, Wu H, Ge N, Yao Y, Wei X (2021) Changes in soil organic carbon and nitrogen mineralization and their temperature sensitivity in response to afforestation across China’s Loess Plateau. Catena 202:105226

    Article  CAS  Google Scholar 

  • Sun SH, Liu JJ, Chang SX (2013) Temperature sensitivity of soil carbon and nitrogen mineralization: impacts of nitrogen species and land use type. Plant Soil 372:597–608

    Article  CAS  Google Scholar 

  • Song WW, Zhang LY, Li Y, Zhang WL, Wang LF, Niu LH, Zhang HJ, Ji Y, Liao ZY (2022) Hydrodynamic zones and the influence of microorganisms on nitrogen transformation in the diverging area of branched rivers. Environ Res 208:112778

    Article  CAS  PubMed  Google Scholar 

  • Vance ED, Brookes PC, Jenkinson DS (1987) An extraction method for measuring soil microbial biomass C. Soil Biol Biochem 19:703–707

    Article  CAS  Google Scholar 

  • Wang Q, Garrity GM, Tiedje JM, Cole JR (2007) Naïve Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy. Appl Environ Microb 73:5261–5267

    Article  CAS  Google Scholar 

  • Wang QK, Liu SG, Tian P (2018) Carbon quality and soil microbial property control the latitudinal pattern in temperature sensitivity of soil microbial respiration across Chinese forest ecosystems. Glob Change Biol 24:2841–2849

    Article  Google Scholar 

  • Xu M, Li XL, Kuyper TW, Xu M, Li XL, Zhang JL (2021) High microbial diversity stabilizes the responses of soil organic carbon decomposition to warming in the subsoil on the Tibetan Plateau. Glob Change Biol 27:2061–2075

    Article  CAS  Google Scholar 

  • Yao F, Yang S, Wang ZR, Wang X, Ye J, Wang XG, DeBruyn JM, Feng X, Jiang Y, Li H (2017) Microbial taxa distribution is associated with ecological trophic cascades along an elevation gradient. Front Microbiol 8:2071

    Article  PubMed  PubMed Central  Google Scholar 

  • Yao HY, Campbell CD, Qiao XR (2011) Soil pH controls nitrification and carbon substrate utilization more than urea or charcoal in some highly acidic soils. Biol Fertil Soils 47:515–522

    Article  CAS  Google Scholar 

  • Yang F, Tian J, Meersmans J, Fang HJ, Yang H, Lou YL, Li ZF, Liu KL, Zhou Y, Blagodatskaya E, Kuzyakov Y (2018) Functional soil organic matter fractions in response to long-term fertilization in upland and paddy systems in South China. Catena 162:270–277

    Article  CAS  Google Scholar 

  • Zhang MY, Wang WJ, Wang DJ, Heenan M, Xu ZH (2018) Short-term responses of soil nitrogen mineralization, nitrification and denitrification to prescribed burning in a suburban forest ecosystem of subtropical Australia. Sci Total Environ 642:879–886

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

This work was supported by the National Key Research and Development Program of China (2018YFE0105600) and the National Natural Science Foundation of China (42020104003).

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Xiang Li: Conceptualization, Methodology, Investigation, Visualization, Software, Writing-original draft. Achen Wang: Methodology. Daqing Huang: Methodology. Hang Qian: Methodology. Xuesong Luo: Conceptualization and Investigation. Wenli Chen: Resources, Validation, Writing-review and editing, Supervision, Data curation. Qiaoyun Huang: Resources, Validation, Writing-review and editing, Supervision, Data curation.

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Correspondence to Wenli Chen.

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Li, X., Wang, A., Huang, D. et al. Patterns and drivers of soil net nitrogen mineralization and its temperature sensitivity across eastern China. Plant Soil 485, 475–488 (2023). https://doi.org/10.1007/s11104-022-05843-1

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