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Simulation of soil nitrogen mineralization and nitrification in two northern Hardwood forest ecosystems

Journal of Northeast Forestry University volume 6, pages 1–13 (1995)Cite this article

Abstract

A process-based, biological model is presented that simulates soil nitrogen (N) mineralization and nitrification in two northern hardwood forest ecosystems in the Upper Peninsula of Michigan. The soil system is divided into two compartments (forest floor and mineral soil) since quantity and quality of the organic substrate, and the important driving variables (temperature and moisture) for the model vary between these two compartments. The model focuses on the central position of microorganisms in the N mineralization and nitrification processes, and the use of multiplicative factors to account for the effect of temperature, moisture and carbon(C):N ratio on these processes. The model has been validated with data from two northern hardwood stands in the Upper Peninsula of Michigan. A close agreement between calculated and observed monthly means was obtained in both stands, especially for net N mineralization, which plays a very important role in determining available N. The nitrification rates had relatively larger variation than the N mineralization rates, but the model adequately described the seasonal trends of the observed values. A simple sensitivity analysis was performed to assess the response of the model to changes in important variables (temperature, moisture, organic N, and C:N ratio) between the two study sites. This analysis showed that increased temperature and higher organic N levels consistently increased N mineralization and nitrification in the both stands. The model’s results were most sensitive to moisture changes in forest floor, but were not sensitive to moisture changes in the mineral soil. In contrast, C:N ratio was influential in the mineral soil, but did not have any effect in the forest floor.

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Abbreviations

MB :

Heterotrophic biomass

Mr :

Nitrifier biomass

Nfon :

Fresh organic N (litterfall in forest floor, fine root litter in mineral soil)

Noon :

Old organic N (Humus)

Nr :

NH4+

Ni :

Inorganic N (NH4+ and NO3-)

τ:

Temperature °C

ψ:

Water potential (-MPa)

Rc:n :

C:N ratio

μa :

Specific growth rate of microbial biomass

μo :

Net growth rate of microbial biomass

μn :

Actual growth rate of microbial biomass

μr :

Specific growth rate of nitrifier biomass

ξa :

Specific death rate of microbial biomass

ξr :

Specific death rate of nitrifier biomass

γf :

Effect of C:N ratio on ammonification

γi :

Effect of C:N on immobilization

τo :

Optimum temperature

Q10 :

Temperature coefficient

kf :

Specific rate of fresh organic N decomposition

ko :

Specific rate of old organic N decomposition

kr :

Specific rate of nitrification

ki :

Specific rate of immobilization

km :

Michealis-Menten constant for nitrification

kx :

Michealis-Menten constant for immobilization

References

  1. Aber, J. D., and J. M. Melillo. 1982. FORTNITE: A computer model of organic matter and nitrogen dynamics in forest ecosystems. Res. Div. Coll. Agric. Life Sci. Res. Bull. R3130, University of Wisconsin-Madison. 49 p.

  2. Aber, J. D., K. J. Nadelhoffer, P. Steudler, and J. M. Melillo. 1989. Nitrogen saturation in northern forest ecosystems. BioScience 39:378–386.

    Article  Google Scholar 

  3. Adams, M. A., P. J. Polglass, P. M. Attiwill, and C. J. Weston. 1989.In situ studies of nitrogen mineralization and uptake in forest soils: some comments on methodology. Soil Biol. Biochem. 21:423–429.

    Article  Google Scholar 

  4. Addiscott, T. M. 1983. Kinetics and temperature relationships of mineralization and nitrification in Rothamsted soils with differing histories. J. Soil. Sci. 34:343–353.

    Article  CAS  Google Scholar 

  5. Andren, O., and K. Paustian. 1987. Barley straw decomposition in the field: a comparison of models. Ecology 68:1190–1200.

    Article  Google Scholar 

  6. Auchmoody, L. R., and S. M. Filip. 1973. Forest fertilization in the eastern United States: hardwoods.In: Forest fertilization symposium proceedings. USDA For. Serv. Gen. Tech. Rep. NE-3. Upper Darby, PA. pp. 221–225.

    Google Scholar 

  7. Beauchamp, E. G., W. D. Reynolds, D. Brasche-Villeneuve, and K. Kirby. 1986. Nitrogen mineralization kinetics with different soil pretreatments and cropping histories. Soil Sci. Soc. Am J. 50:1478–1483.

    CAS  Google Scholar 

  8. Beek, J., and M. J. Frissel. 1973. Simulation of nitrogen behavior in soils. Center for Agricultural Publishing and Documentation, Wageningen, The Netherlands. 67p.

    Google Scholar 

  9. Binkley, D., and S. C. Hart. 1989. The components of nitrogen availability assessments in forest soils. Adv. Soil Sci. 10:57–113.

    CAS  Google Scholar 

  10. Birch, H. F. 1958. The effect of soil drying on humus decomposition and nitrogen availability. Plant and Soil 10:9–31.

    Article  CAS  Google Scholar 

  11. Bonan, G. B. 1990. Carbon and nitrogen cycling in North American boreal forest. II. Biogeographic patterns. Can. J. For. Res. 20:1077–1088.

    CAS  Google Scholar 

  12. Bonade, T. A., and T. Lindberg. 1988. Nitrogen mineralization kinetics in soil during long-term aerobic laboratory incubations: a case study. J. Environ. Qual. 17:414–417.

    Google Scholar 

  13. Bosatta, E., and F. Berendse. 1984. Energy or nutrient regulation of decomposition-immobilization response to perturbations. Soil Biol. Biochem. 16:63–67.

    Article  CAS  Google Scholar 

  14. Bosatta, E., L. Bringmark, and H. Staaf. 1980. Nitrogen transformations in a scots pine forest marmodel analysis of mineralization, uptake by roots and leaching.In: Structure and Function of Northern Coniferous Forests — An Ecosystem Study.Edited by T. Person, Ecol. Bull. 32:565–589.

    CAS  Google Scholar 

  15. Bremner, J. M., and L. A. Douglas. 1971. Use of plastic film for aeration in soil incubation experiments. Soil Biol. Biochem. 3:289–296.

    Article  CAS  Google Scholar 

  16. Brock, T. D. 1966. Principles of microbial ecology. Prentice Hall, Englewood Cliffs, New Jersey, 306 p.

    Google Scholar 

  17. Cabrera, M. L. 1993. Modeling the flush of nitrogen mineralization caused by drying and rewetting soils. Soil Sci. Soc. Am. J. 57:63–66.

    Google Scholar 

  18. Carlyle, J. C. 1986. Nitrogen cycling in forested ecosystems. For. Abstr. 47:308–336.

    Google Scholar 

  19. De Willigen, P. 1991. Nitrogen turnover in the soil-crop system: comparison of fourteen simulation models. Fertil. Res. 27:141–149.

    Article  Google Scholar 

  20. Downing, A. L., H. A. Painter, and G. Knowles. 1964. Nitrification in the activated-sludge process. J. Inst. Sew. Purif. 130:130–158.

    Google Scholar 

  21. Eckersten, H., and T. Slapokas. 1990. Modelling nitrogen turnover and production in an irrigated short-rotation forest. Agric. Meteorol. 50:99–123.

    Article  Google Scholar 

  22. Ellert, B. H., and J. R. Bettany. 1992. Temperature dependence of net nitrogen and sulfur mineralization. Soil Sci. Soc. Am. J. 56:1133–1141.

    CAS  Google Scholar 

  23. Francis, A. J. 1982. Effects of acidic precipitation and acidity on soil microbial processes. Water Air Soil Pollut. 18:375–394.

    Article  CAS  Google Scholar 

  24. Frissel, M. J., and J. A. van Veen. 1978. Critique of “computer simulation modeling for nitrogen in irrigated croplands”.In: Nitrogen in the environment. Vol. I.Edited by D. R. Nielson and J. G. MacDonald. Academic Press, Inc., New York. pp. 145–162.

    Google Scholar 

  25. Gordon, A. M., M. Tallas, and K. V. Cleve. 1987. Soil incubation in polyethylene bags: effect of bag thickness and temperature on nitrogen transformations and CO2 permeability. Can. J. Soil. Sci. 67:65–75.

    CAS  Google Scholar 

  26. Grand, R. F., N. G. Juma, and W. B. McGill. 1993. Simulation of carbon and nitrogen transformations in soil: mineralization. Soil Biol. Biochem. 25:1317–1329.

    Article  Google Scholar 

  27. Griffiths, B., and D. Robinson. 1992. Rootinduced nitrogen mineralization: a nitrogen balance model. Plant and Soil 139:253–263.

    Article  CAS  Google Scholar 

  28. Groot, J. J. R. 1987. Simulation of nitrogen balance in a system of winter wheat and soil. Simulation Report CABO-TT no. 13, Centra for Agrobiological Research and Department of Theoretical Production Ecology, Wageningen, 69 p.

    Google Scholar 

  29. Hansen, S., H. E. Jensen, N. E. Nielsen, and H. Svendsen. 1990. DAISY: a soil plant system model. Danish simulation model for transformation and transport of energy and matter in the soil plant atmosphere system. Fert. Res. 27:141–149.

    Google Scholar 

  30. Hart, S. C., and M. K. Firestone. 1989. Evaluation of threein situ soil nitrogen availability assays. Can, J. For. Res. 19:185–191.

    Google Scholar 

  31. Hendrickson, O., J. B. Robinson, and L. Chatarpaul. 1982. The microbiology of forest soils — a literature review. Environ. Canada, Can. For. Ser. Chalk River, Ontario KOJ 1J0. 74 p.

  32. Hewlett, J. D. 1982. Principles of forest hydrology. The University of Georgia Press, Athens, GA. 178 p.

    Google Scholar 

  33. Inubushi, K., and H. Wada. 1987. Easily decomposable organic matter in paddy soils: VII. effect of various pretreatments on N mineralization in submerged soils. Soil Sci. Plant Nutr. 33:567–576.

    Google Scholar 

  34. James, B. R., and S. J. Riha. 1986. pH buffering in forest soil organic horizons: relevance to acid precipitation. J. Environ. Sci. &Technol. 17:294–305.

    Google Scholar 

  35. Johnson, H., L. Bergstrom, P. E. Janson, and K. Paustian. 1987. Simulation of nitrogen dynamics and losses in a layered agricultural soil. Agric. Ecosyst. Environ. 18:333–356.

    Article  Google Scholar 

  36. Joslin, J. D., and G. S. Henderson. 1987. Organic matter and nutrients associated with fine root turnover in a white oak stand. For. Sci. 33:330–346.

    Google Scholar 

  37. Keeney, D. R. 1980. Prediction of soil nitrogen availability in forest ecosystems: a literature review. For. Sci. 26:159–171.

    Google Scholar 

  38. Leggett, D. C., and I. K. Mandar. 1980. Improved enzyme kinetics model for nitrification in soils amended with ammonium. I. literature review. CR 80-1. US Army Cold Regions Research and Engineering Laboratory, Hanover, New Hampshire. pp. 1–18.

    Google Scholar 

  39. Like, D. E., and R. M. Klein. 1985. The effects of simulated acid rain on nitrate and ammonium production in soils from three ecosystems of Camels Hump Mountain, Vermont. Soil Sci. 140:352–355.

    CAS  Google Scholar 

  40. McClaugherty, C. A., J. Pastor, and J. D. Aber. 1985. Forest litter decomposition in relation to soil nitrogen dynamics and litter quality. Ecology 66:266–275.

    Article  Google Scholar 

  41. McGill, W. B., and P. B. Hoyt. 1977. Effects of rates and rotation management on soil organic matter.In: Proc. Alta. Soil Science Workshop. AIP Pub. No. G-77-1. Edmonton, University of Alberta. pp. 121–134.

    Google Scholar 

  42. McGill, W. B., H. W. Hunt, R. G. Woodmansee, and Reuss, J. O. 1981. PHOENIX-a model of the dynamics of carbon and nitrogen in grassland soils.In: Terrestrial nitrogen cycles.Edited by F. E. Clark and T. Rosswall. Ecol. Bull. 33:49–116.

    CAS  Google Scholar 

  43. McLarean, A. D. 1970. Temporal and vectorial reactions on nitrogen in soil: A review. Can. J. Soil. Sci. 50:97–109.

    Article  Google Scholar 

  44. Mehran, M., and K. K. Tanji. 1974. Computer modeling of nitrogen transformations in soils. J. Environ. Qual. 3:391–395.

    CAS  Google Scholar 

  45. Melillo, J. M., A. D. McGuire, D. W. Kicklighter, B. Moore III, C. J. Vorosmarty, and A. L. Schloss. 1993. Global climate changes and terrestrial net primary production. Nature 363:234–240.

    Article  CAS  Google Scholar 

  46. Mroz, G. D.,et al. 1987. E.L.F. Herbaceous plant cover and tree studies.In: Communications system ecological monitoring program. ET Res Inst. Chicago, IL. 316 p

    Google Scholar 

  47. Nadelhoffer, K. J., J. D. Aber, and J. M. Melillo. 1983. Seasonal patterns of ammonium and nitrate uptake in nine temperate forest ecosystems. Plant and Soil 80:321–335.

    Article  Google Scholar 

  48. NcNulty, S. G., and J. D. Aber. 1993. Effects of chronic nitrogen additions on nitrogen cycling in a high-elevation spruce-fir stand. Can. J. For. Res. 23:1252–1263.

    Article  Google Scholar 

  49. Orchard, V. A., and F. J. Cook. 1983. Relationship between soil respiration and soil moisture. Soil Biol. Biolchem. 15:447–453.

    Article  Google Scholar 

  50. Oren, R., E. D. Schulze, K. S. Werk, and J. Meyer. 1988. Performance of twoPicea abies L. Karst. stands at different stages of decline. VII. Nutrient relations and growth. Oecologia 77:163–173.

    Article  Google Scholar 

  51. Ouyang, H. 1994. Nitrogen cycling and availability of two forest ecosystems in upper peninsula of Michigan, USA, Ph.D dissertation, Michigan Technological University, Houghton, MI 49931, USA.

    Google Scholar 

  52. Pastor, J., J. D. Aber, and J. M. Melillo. 1984. Biomass prediction using generalized allometric regressions for some Northeast tree species. For. Ecol. Manage. 7:265–274.

    Article  Google Scholar 

  53. Pastor, J., and W. M. Post. 1982. Development of a linked forest productivity-soil process model. Oak Ridge National Laboratory, Environmental Science Division Publication No. 2455.162 p.

  54. Paul, E. A., and F. E. Clark. 1989. Soil Microbiology and Biochemistry. Academic Press, San Diego, California. pp. 26–28.

    Google Scholar 

  55. Raison, R. J., M. J. Connell, and P.K. Kharma. 1987. Methodology for studying fluxes of soil mineral-Nin situ. Soil Biol. Biochem. 19:521–530.

    Article  CAS  Google Scholar 

  56. Rastetter, E. B., M. G. Ryan, G. R. Shaver, J. M. Melillo, K. L. Nadelhoffer, J. E. Hobbie, and J. D. Aber. 1991. A general biogeochemical model describing the responses of the C and N cycles in terrestrial ecosystems to changes in CO2, climate, and N deposition. Tree Physiol. 9:101–126.

    PubMed  CAS  Google Scholar 

  57. Richards, B. N. 1989. The Microbiology of terrestrial ecosystems. Longman Scientific & Technical Inc. New York, 287 p.

    Google Scholar 

  58. Sahrawat, K. L. 1980. Soil and fertilizer nitrogen transformations under alternate flooding and drying moisture regimes. Plant and Soil 55:225–233.

    Article  CAS  Google Scholar 

  59. Schulze, E. D., O. L. Longe, and R. Oren. 1989. Forest decline and air pollution. Springer-Verlag. Berlin. pp. 44–53.

    Google Scholar 

  60. Singh, J. S., and S. R. Gupta. 1977. Plant decomposition and soil respiration in terrestrial ecosystems. Bot. Rev. 43:449–528.

    Article  CAS  Google Scholar 

  61. Smith, O. L. 1979. An analytical model of the decomposition of soil organic matter. Soil Biol. Biochem. 11:585–606.

    Article  CAS  Google Scholar 

  62. Stanford, G. and S. J. Smith. 1972. Nitrogen mineralization potentials of soils. Soil Sci.Soc. Am. Proc. 36:465–472.

    CAS  Google Scholar 

  63. Stone, E. L. 1973. Regional objectives in forest fertilization.In: Forest fertilization USDA For. Serv., Gen. Tech. Rep. NE-3, Upper Derby, PA. pp. 10–18.

  64. Strayer, R. F., C. J. Lin, and M. Alexander. 1981. Effects of simulated acid rain on nitrification and nitrogen mineralization in forest soils. J. Environ. Qual. 10:547–551.

    Article  CAS  Google Scholar 

  65. Tamm, C. O. 1976. Acid precipitation: biological effects in soil and forest vegetation. Ambio 5:235–238.

    CAS  Google Scholar 

  66. Tanji, K. K. 1982. Modeling of the soil nitrogen cycle.In: Nitrogen in agricultural soils.Edited by F. J. Stevenson. American Society of Agronomy, Inc., Crop Science Society of America, Inc., Soil Science Society of America, Inc., Madison, Wisconsin. pp. 721–772.

    Google Scholar 

  67. Van Veen, J. A., J. N. Ladd, and W. J. Frissel. 1984. Modelling C and N turnover through the microbial biomass in soil. Plant and Soil 76:257–274.

    Article  Google Scholar 

  68. Van Veen, J. A., and M. J. Frissel. 1976. Mathematical modelling of nitrogen transformations in soils.In: Modelling Nitrogen from farm wastes. -Edited by J. F. K. Gasser. London: Applied Science Publ. Ltd. pp. 133–157.

    Google Scholar 

  69. Van Veen, J. A., and M. J. Frissel. 1981. Simulation model of the behavior of N in soil.In: Simulation of nitrogen behavior of soil-plant systems.Edited by M. J. Fissel and J. A. van Veen. Pudoc Wageningen. pp. 126–144.

  70. Van Veen, J. A., W. B. McGill, H. W. Hunt, M. J. Frissel, and C. V. Cole. 1981. Simulation models of the terrestrial nitrogen cycle.In: Terrestrial Nitrogen Cycles. Processes, Ecosystem Strategies and Management Impacts.Edited by F. E. Clark and T. Rosswall. Ecol. Bull. 33:25–48.

  71. Vereecken, H., M. Vanclooster, and M. Swerts. 1989. A model for the estimation of nitrogen leaching with regional applicability. Presented at the Int. Congress Fertilizer and the Environment, Pudoc Wageningen. pp. 87–97.

  72. Wainwright, M. 1980. Effects of exposure to atmospheric pollution on microbial activity in soil. Plant and Soil 55:199–208.

    Article  CAS  Google Scholar 

  73. Waring, S. A., and J. M. Bremner. 1964. Ammonium production in soil under water logged conditions as an index of nitrogen availability. Nature 20:951–952.

    Article  Google Scholar 

  74. Wilson, J. M., and D. M. Griffin. 1975. Water potential and the respiration of microorganisms in the soil. Soil Biol. Biochem. 204.

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Authors and Affiliations

  1. Commission for Integrated Survey of Natural Resource, Chinese Academy of Sciences, 100101, Beijing, China

    Hua Ouyang

  2. Michigan Technological University, 49931, Houghton, MI, USA

    Marting F. Jurgensen, David Reed, Hal O. Liechty & Glenn D. Mroz

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  1. Hua Ouyang
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  2. Marting F. Jurgensen
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Ouyang, H., Jurgensen, M.F., Reed, D. et al. Simulation of soil nitrogen mineralization and nitrification in two northern Hardwood forest ecosystems. J. Northeast For. Univ. 6, 1–13 (1995). https://doi.org/10.1007/BF02875268

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Key words

  • Soil nitrogen
  • Hardwood forests
  • Mineralization
  • Nitrification
  • Biologica model

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