Abstract
Nitrous oxide (N2O) is primarily produced by the microbially-mediated nitrification and denitrification processes in soils. It is influenced by a suite of climate (i.e. temperature and rainfall) and soil (physical and chemical) variables, interacting soil and plant nitrogen (N) transformations (either competing or supplying substrates) as well as land management practices. It is not surprising that N2O emissions are highly variable both spatially and temporally. Computer simulation models, which can integrate all of these variables, are required for the complex task of providing quantitative determinations of N2O emissions. Numerous simulation models have been developed to predict N2O production. Each model has its own philosophy in constructing simulation components as well as performance strengths. The models range from those that attempt to comprehensively simulate all soil processes to more empirical approaches requiring minimal input data. These N2O simulation models can be classified into three categories: laboratory, field and regional/global levels. Process-based field-scale N2O simulation models, which simulate whole agroecosystems and can be used to develop N2O mitigation measures, are the most widely used. The current challenge is how to scale up the relatively more robust field-scale model to catchment, regional and national scales. This paper reviews the development history, main construction components, strengths, limitations and applications of N2O emissions models, which have been published in the literature. The three scale levels are considered and the current knowledge gaps and challenges in modelling N2O emissions from soils are discussed.
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References
Addiscott TM, Whitmore AP (1991) Simulation of solute leaching in soils of different permeabilities. Soil Use Manage 7:94–102
Arah JRM (1990) Diffusion-reaction models of denitrification in soil microsites. In: Revsbech NP, Soresen J (eds) Denitrification in soil and sediment. Plenum, New York, pp 245–258
Arah JRM, Smith KA (1989) Steady-state denitrification in aggregated soils: a mathematical model. J Soil Sci 40:139–149
Aulakh MS, Doran JW, Mosier AR (1992) Soil denitrification—significance, measurement, and effects of management. Adv Soil Sci 18:1–57
Australian Greenhouse Office (2007) National greenhouse gas inventory 2005. ACT, Canberra, p 32
Berntsen J, Petersen BM, Olesen JE, Eriksen J, Søegaard K (2005) Simulation of residual effects and nitrate leaching after incorporation of different ley types. Eur J Agron 29:290–304
Bouwman AF (1996) Direct emission of nitrous oxide from agricultural soils. Nutr Cycl Agroecosyst 46:53–70
Bouwman AF, Boumans LJM, Batjes NH (2002) Modeling global annual N2O and NO emissions from fertilized fields. Glob Biogeochem Cycles 16:1080–1088
Bouwman AF, Fung E, Mathews E, John J (1993) Global analysis of the potential for N2O production in natural soils. Glob Biogeochem Cycles 7(3):557–597
Brown L, Brown SA, Jarvis SC, Syed B, Goulding KWT, Phillips VR, Sneath RW, Pain BF (2001) An inventory of nitrous oxide emissions from agriculture in the UK using the IPCC methodology: emission estimate, uncertainty and sensitivity analysis. Atmos Environ 35:1439–1449
Brown L, Syed B, Jarvis SC, Sneath RW, Phillips VR, Goulding KWT, Li C (2002) Development and application of a mechanistic model to estimate emission of nitrous oxide from UK agriculture. Atmos Environ 36:917–928
Cai Z, Sawamoto T, Li C, Kang G, Boonjawat J, Mosier A, Wassmann R, Tsuruta H (2003) Field validation of the DNDC model for greenhouse gas emissions in East Asian cropping systems. Glob Biogeochem Cycles 17(4):1107–1116
Chatskikh D, Olesen J, Berntsen J, Regina K, Yamulki S (2005) Simulation of effects of soils, climate and management on N2O emission from grasslands. Biogeochemistry 76:395–419
Chen D, Li Y, Edis R, White RE (2005) A GIS based Water and Nitrogen Management Model (WNMM) and Agricultural Decision Support Tool (ADST) for irrigated wheat and maize in North China Plain. In: Zhu ZL, Minami K, Xing G (eds) Proceedings of the 3rd International Nitrogen Conference. Science Press USA Inc, pp 899–908
Clayton H, Arah JRM, Smith KA (1994) Measurement of nitrous oxide emission from fertilised grassland using closed chambers. J Geophy Res 99:16599–16607
Conen F, Dobbie KE, Smith KA (2000) Predicting N2O emissions from agricultural land through related soil parameters. Glob Chang Biol 6:417–426
Corre MD, van Kessel C, Pennock DJ (1996) Landscape and seasonal patterns of nitrous oxide emissions in a semiarid region. Soil Sci Soc Am J 60:1806–1815
Corre MD, Pennock DJ, van Kessel C, Elliott DK (1999) Estimation of annual nitrous oxide emissions from a transitional grassland-forest region in Saskatchewan, Canada. Biogeochemistry 44:29–49
Crutzen PJ (1970) The influence of nitrogen oxides on the atmospheric ozone content. Quart J Royal Meteorol Soc 96:320–325
Crutzen PJ, Mosier AR, Smith KA, Winiwarter W (2008) N2O release from agro-biofuel production negates global warming reduction by replacing fossil fuels. Atmos Chem Phys 8:389–395
Davidson EA, Keller M, Erickson HE, Verchot LV, Veldkamp E (2000) Testing a conceptual model of soil emissions of nitrous and nitric oxides. Bioscience 50(8):667–680
Davison EA (1991) Fluxes of nitrous oxide and nitric oxide from terrestrial ecosystems. In: Rogers JE, Whitman WB (eds) Microbial production and consumption of greenhouse gases: methane, nitrogen oxides and halomethanes. American Society for Microbiology, Washington, DC, pp 219–352
Del Grosso SJ, Parton WJ, Mosier AR, Ojima DS, Kulmala AE, Phongpan S (2000) General model for N2O and N2 gas emissions from soils due to denitrification. Glob Biogeochem Cycles 14(4):1045–1060
Del Grosso SJ, Parton WJ, Mosier AR, Walsh MK, Ojima DS, Thornton PE (2006) DAYCENT National-scale simulations of nitrous oxide emissions from cropped soils in the United States. J Environ Qual 35:1451–1460
Engel T, Priesack E (1993) Expert-N, a building block system of nitrogen models as resource for advice, research, water management and policy. In: Eijsackers HJP, Hamers T (eds) Integrated soil and sediment research: a basis for proper protection. pp. 503–507. Kluwer Academic Publishers, Dordrecht, Niederlande
FAO/IFA (2001) Global estimates of gaseous emissions of NH3, NO and N2O from agricultural land. Food and Agriculture Organization of the United Nations (FAO)/International Fertilizer Industry Association (IFA), Rome. 106 pp (available from http://www.fertilizer.org/ifa)
Firestone M, Davidson E (1989) Microbiological basis of NO and N2O production and consumption. In: Andreae MO, Schimel DS (eds) Exchange of trace gases between ecosystems and the atmosphere. Wiley, New York
Focht DD (1974) The effect of temperature, pH, and aeration on the production of nitrous oxide and gaseous nitrogen: a zero order kinetic model. Soil Sci 118:173–179
Folorunso OA, Rolston DE (1984) Spatial variability of field measured denitrification gas fluxes. Soil Sci Soc Am J 48:1214–1219
Freibauer A (2003) Regionalised inventory of biogenic greenhouse gas emissions from European agriculture. Eur J Agron 19:135–160
Frolking SE, Mosier AR, Ojima DS, Li C, Parton WJ, Potter CS, Priesack E, Stenger R, Haberbosch C, Dörsch P, Flessa H, Smith KA (1998) Comparison of N2O emissions from soils at three temperate agricultural sites: simulations of year-round measurements by four models. Nutr Cycl Agroecosyst 52:77–105
Gabrielle B, Laville P, Henault C, Nicoullaud B, Germon JC (2006) Simulation of nitrous oxide emissions from wheat-cropped soils using CERES. Nutr Cycl Agroecosyst 74(2):133–146
Garrido F, Hénault C, Gaillard H, Germon JC (2002) N2O and NO emissions by agricultural soils with low hydric potentials. Soil Biol Biochem 34:559–575
Godwin DC, Jones A (1991) Nitrogen dynamics in soil–plant systems. In: Hanks J, Ritchie JT (eds) Modelling plant and soil systems. Agronomy 31. American Society of Agronomy, Madison, USA, pp 287–322
Grace PR, Jain MC, Harrington L, Robertson GP (2003) The long-term sustainability of tropical and subtropical rice and wheat systems: an environmental perspective. In: Ladha JK et al (ed) Improving the productivity and sustainability of rice–wheat systems: issues and impacts. American Society of Agronomy, Madison, USA, pp 27–43
Grace PR, Gage SH, Colunga-Garcia M, Robertson GP, Safir GR (2005) Maximizing net carbon sequestration in agroecosystems of the north central region, Third USDA Symposium Greenhouse Gases & Carbon Sequestration in Agriculture and Forestry, March 21–24, 2005, Baltimore, USA
Grant RF (1995) Mathematical modelling of nitrous oxide evolution during nitrification. Soil Biol Biochem 27:1117–1125
Grant RF (2001) A review of the Canadian ecosystem model ecosys. In: Shaffer M (ed) Modeling carbon and nitrogen dynamics for soil management. CRC, Boca Raton, Florida, pp 175–264
Grant RF, Pattey E (1999) Mathematical modelling of nitrous oxide emissions from an agricultural field during spring thaw. Glob Biogeochem Cycles 13:679–694
Grant RF, Pattey E (2003) Modelling variability in N2O emissions from fertilized agricultural fields. Soil Biol Biochem 35:225–243
Grant RF, Nyborg M, Laidlaw J (1993a) Evolution of nitrous oxide from soil: I. Model development. Soil Sci 156:259–265
Grant RF, Nyborg M, Laidlaw J (1993b) Evolution of nitrous oxide from soil: II. Experimental results and model testing. Soil Sci 156:266–277
Groffman PM, Brumme R, Butterbach-Bahl K, Dobbie KE, Mosier AR, Ojima D, Papen H, Parton WJ, Smith KA, Wagner-Riddle C (2000) Evaluating annual nitrous oxide fluxes at the ecosystem scale. Glob Biogeochem Cycles 14:1061–1070
Hansen S, Jensen HE, Nielsen NE, Svendsen H (1991) Simulation of nitrogen dynamics and biomass production in winter wheat using the Danish simulation model DAISY. Nutr Cycl Agroecosyst 27:245–259
Henault C, Germon JC (2000) NEMIS: a predictive model of denitrification on the field scale. Eur J Soil Sci 51:257–270
Henault C, Bizouard F, Laville P, Gabrielle B, Nicoullaud B, Germon JC, Cellier P (2005) Predicting in situ soil N2O emissions using NOE algorithm and soil database. Glob Chang Biol 11:115–127
Hutson JL, Wagenet RJ (1992) LEACHM: leaching estimation and chemistry model: a process-based model of water and solute movement, transformations, plant uptake and chemical reactions in the unsaturated zone. Version 3.0. Research Series No. 93–3, Department of Soil, Crop, and Atmospheric Sciences, Cornell University, Ithaca, New York
IPCC (Intergovernmental Panel On Climate Change) (1997) Greenhouse gas emissions from agricultural soils. In: Houghton JT et al (eds) Greenhouse gas inventory reference manual: revised 1996 IPCC guidelines for national greenhouse gas inventories, vol 3, Section 4.5 agriculture. IPCC/OECD/IEA. UK Meteorological Office, Bracknell, UK
IPCC (2006) Greenhouse gas emissions from agriculture, forestry and other land use. In: Egglaston HS, Buendia L, Miwa K, Ngara T, Tanabe K (eds) 2006 IPCC Guidelines for national greenhouse gas inventories, vol 4. IGES, Japan
IPCC (2007) In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, United Kingdom, p 996
Johnsson H, Bergstrom L, Jansson PE, Paustian K (1987) Simulated nitrogen dynamics and losses in a layered agricultural soil. Agric Ecosyst Environ 18:333–356
Kaharabata SK, Drury CF, Priesack E, Desjardins RL, McKenney DJ, Tan CS, Reynolds D (2003) Comparing measured and Expert-N predicted N2O emissions form conventional till and no till corn treatments. Nutr Cycl Agroecosyst 66:107–118
Koch J, Dayan U, Mey-Marom A (2000) Inventory of emissions of greenhouse gases in Israel. Water, Air, & Soil Pollution 123:259–271
Kroeze C (1994) Nitrous oxide (N2O) emission inventory and options for control in the Netherlands. National Institute of Public Health and the Environment (RIVM), Bilthoven, The Netherlands, p 163
Langeveld CA, Leffelaar PA (1996) Approaches in field scale modelling of nitrous oxide emission from grassland soils. In: Diekkruger B, Heinemeyer O, Nieder R (eds) Transactions of the 9th Nitrogen Workshop, Braunschweig, Germany, 9–12 September 1996. Technische Universitat Braunsweig and FAL Volkenrode, Braunschweig, pp 153–156
Leffelaar PA, Wessel WW (1988) Denitrification in a homogeneous closed system: experiment and simulation. Soil Sci 146:335–349
Li C (1995) Impact of agricultural practices on soil C storage and N2O emissions in 6 states in the US. In: Lai R (ed) Advances in soil science: soil management and greenhouse effect. CRC, Boca Raton, FL, USA, pp 101–112
Li C (2000) Modeling trace gas emissions from agricultural ecosystems. Nutr Cycl Agroecosyst 58:259–276
Li C, Frolking S, Frolking TA (1992a) A model of nitrous oxide evolution from soil driven by rainfall events: I. Model structure and sensitivity. J Geophys Res 97:9759–9776
Li C, Frolking S, Frolking TA (1992b) A model of nitrous oxide evolution from soil driven by rainfall events: II. Model applications. J Geophys Res 97:9777–9783
Li C, Frolking S, Harris R (1994) Modeling carbon biogeochemistry in agricultural soils. Glob Biogeochem Cycles 8:237–254
Li C, Narayanan V, Harris R (1996) Model estimates of nitrous oxide emissions from agricultural lands in the United States. Glob Biogeochem Cycles 10:297–306
Li Y, Chen DL, Zhang YM, Ding H (2005) Comparison of three modeling approaches for simulating denitrification and nitrous oxide emissions from loam-textured arable soils. Glob Biogeochem Cycl 19(3):1–15
Li Y, Chen DL, White RE, Zhang JB, Li BG, Zhang YM, Huang YF, Edis R (2007) A spatially referenced Water and Nitrogen Management Model (WNMM) for (irrigated) intensive cropping systems in the North China Plain. Ecol Model 203:395–423
Li Y, Chen DL, Barker-Reid F, Eckard R (2008) Simulation of N2O emissions from rain-fed wheat and the impact of climate variation in southeastern Australia. Plant Soil, (in this issue, DOI 10.1007/s11104-008-9672-7)
Lilly A, Ball BC, McTaggart IP, Horne PL (2003) Spatial and temporal scaling of nitrous oxide emissions from the field to the regional scale in Scotland. Nutr Cycl Agroecosyst 66:241–257
Mahendrappa MK, Smith RL, Christiansen TA (1966) Nitrifying organisms affected by climatic region in western United States. Soil Sci Soc Am J 30:60–62
Malhi SS, McGill WB (1982) Nitrification in three Alberta soils: effect of temperature, moisture and substrate concentration. Soil Biol Biochem 14:393–399
Matthews E (1994) Nitrogenous fertilizers: global distribution of consumption and associated emissions of nitrous oxide and ammonia. Glob Biogeochem Cycles 8:411–439
McConnaughey PK, Bouldin DR (1985) Transient microsite models of denitrification: I. Model development. Soil Sci Soc Am J 49:886–891
Mehran M, Tanji KK (1974) Computer modeling of nitrogen transformations in soils. J Environ Qual 3:391–396
Molina JAE, Clapp CE, Shaffer MJ, Chichester FW, Larson WE (1983) NCSOIL, a model of nitrogen and carbon transformations in soil: description, calibration, and behaviour. Soil Sci Soc Am J 47:85–91
Mosier AR, Parton WJ (1985) Denitrification in a shortgrass prairie: a modeling approach. In: Caldwell DE, Brierley JA, Brierley CL (eds) Planetary ecology. van Nostrand Reinhold, Princeton, NJ, pp 441–460
Mosier AR, Parton WJ, Hutchinson GL (1983) Modeling nitrous oxide evolution from cropped and native soils. Ecol Bull 35:229–241
Müller C, Sherlock RR, Cameron KC, Barringer JRF (1997a) Application of a mechanistic model to calculate nitrous oxide emissions at a national scale. In: Jarvis SC, Pain BF (eds) Gaseous nitrogen emissions from grasslands. CAB International, Oxon, UK, pp 339–351
Müller C, Sherlock RR, Williams PH (1997b) Mechanistic model for nitrous oxide emission via nitrification and denitrification. Biol Fertil Soils 24:231–238
Myers RJK (1975) Temperature effects on ammonification and nitrification in a tropical soil. Soil Biol Biochem 7:83–87
Nicolardot B, Molina JAE (1994) C and N fluxes between pools of soil organic matter model calibration with long-term field experimental data. Soil Biol Biochem 26:245–251
Olesen JE, Petersen BM, Berntsen J, Hansen S, Jamieson PD, Thomsen AG (2002) Comparison of methods for simulating effects of nitrogen on green area index and dry matter growth in winter wheat. Field Crops Res 74:131–149
Parton WJ, Stewart JWB, Cole CV (1988a) Dynamics of C, N, P, and S in grassland soils: a model. Biogeochemistry 5:109–131
Parton WJ, Mosier AR, Schimel DS (1988b) Rates and pathways of nitrous oxide production in a shortgrass steppe. Biogeochemistry 6:45–58
Parton WJ, Ojima DS, Cole CV, Schimel DS (1994) A general model for soil organic matter dynamics: sensitivity of litter chemistry, texture and management, In Quantitative modelling of soil forming processes. Soil Sci. Soc. of Am. Spec. Pub., Madison, WI, Vol. 39, 147–167.
Parton WJ, Mosier AR, Ojima DS, Valentine DW, Schimel DS, Weier K, Kulmala AE (1996) Generalized model for N2 and N2O production from nitrification and denitrification. Glob Biogeochem Cycles 10(3):401–412
Parton WJ, Hartman M, Ojima DS, Schimel DW (1998) DAYCENT and its land surface submodel: description and testing. Glob Planet Change 19:35–48
Parton WJ, Holland EA, Del Grosso SJ, Hartman MD, Martin RE, Mosier AR, Ojima DS, Schimel DS (2001) Generalized model for NO x and N2O emissions from soils. J Geophys Res 106:17403–17419
Pathak H, Li C, Wassmann R, Ladha JK (2006) Simulation of nitrogen balance in rice–wheat systems of the Indo-Gangetic Plains. Soil Sci Soc Am J 70:1612–1622
Plant (1999) Effects of land use on regional nitrous oxide emissions in the humid tropics of Costa Rica. Extrapolating fluxes from field to regional scales. Wagenningen Agricultural University Dissertation no. 2575
Potter CS, Matson PA, Vitousek PM, Davidson E (1996) Process modeling of controls on nitrogen trace gas emissions from soils worldwide. J Geophys Res 101:1361–1377
Potter CS, Riley RH, Klooster SA (1997) Simulation modeling of nitrogen trace gas emissions along an age gradient of tropical forest soils. Ecol Model 97:179–196
Prather MR, Derwent D, Erhalt P, Fraser P, Sanhueza E, Zhou X (1995) Other trace gases and atmospheric chemistry. In: Houghton JT et al (ed) Climate change 1994: radiative forcing of climate change and an evaluation of the IPCC IS92 emission scenarios. Cambridge University Press, Cambridge, UK, pp 73–126
Priesack E, Achatz S, Stenger R (2001) Parameterisation of soil nitrogen transport models by use of laboratory and field data. In: Shaffer MJ, Ma L, Hansen S (eds) Modeling carbon and nitrogen dynamics for soil management. CRC, Boca Raton, Florida, pp 461–484
Ram N (2000) Long-term effects of fertilizers on rice–wheat–cowpea productivity and soil properties in mollisols. In: Abrol IP et al (ed) Long-term soil fertility experiments in rice–wheat cropping systems. Rice–wheat Consortium for the Indo-Gangetic Plains, New Delhi, India, pp 50–55
Ramaswamy V, Boucher O, Haigh J, Hauglustaine D, Haywood J, Myhre G, Nakajima T, Shi GY, Solomon S (2001) Radiative forcing of climate change. In: Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CA (eds) Climate change 2000: the scientific basis. Published for the Intergovernmental Panel on Climate Change by CUP, Cambridge, UK, pp 349–416
Reiners WA, Keller M, Gerow KG (1998) Estimating rainy season nitrous oxide and methane fluxes across forest and pasture landscapes in Costa Rica. Water, Air, & Soil Pollution 105:117–130
Riley WJ, Matson PA (1998) A mechanistic model (NLOSS) of biogenic nitrogen trace-gas effluxes from soil during nitrification and denitrification. American Geophysical Union (Special Session on Trace-Gas Emissions), 1998 Fall Meeting, December 6–10, San Francisco, CA
Riley WJ, Matson PA (2000) NLOSS: a mechanistic model of denitrified N2O and N2 evolution from soil. Soil Sci 165(3):237–249
Ritchie JT (1991) Wheat phasic development. In: Hanks J, Ritchie JT (eds) Modeling plant and soil systems. Agronomy Monograph 31. ASA-CSSA-SSSA, Madison, WI, pp 31–54
Robertson GP, Grace PR (2003) Greenhouse gas fluxes in tropical agriculture: the need for a full-cost accounting of global warming potentials. Environment, Development and Sustainability 6:51–63
Robertson GP, Paul EA, Harwood RR (2000) Greenhouse gases in intensive agriculture: contributions of individual gases to the radiative forcing of the atmosphere. Science 289:1922–1925
Ryan M, Müller C, Di HJ, Cameron KC (2004) The use of artificial neutral networks (ANNs) to simulate N2O emissions from a temperate grassland ecosystem. Ecol Model 175:189–194
Sabey BR, Frederick LR, Bartholomew WV (1959) The formation of nitrate from ammonium in soils: III. Influence of temperature and initial population of nitrifying organisms on the maximum rate and delay period. Soil Sci Soc Am J 23:462–465
Saggar S, Andrew RM, Tate KR, Hedley CB, Rodda NJ, Townsend JA (2004) Modelling nitrous oxide emissions from dairy-grazed pastures. Nutr Cycl Agroecosyst 68:243–255
Simunek J, Huang K, van Genuchten M Th (1998) The HYDRUS code for simulating the one-dimensional movement of water, heat, and multiple solutes in variably-saturated media. Version 6.0, Research Report No.144, U.S. Salinity Laboratory, USDA, ARS, Riverside, CA. 164 pp
Smith KA (1980) A model of the extent of anaerobic zones in aggregated soils and its potential application to estimates of denitrification. J Soil Sci 31:263–277
Smith KA (1990) Anaerobic zones and denitrification in soil: modeling and measurement. In: Revsbech NP, Sorensen J (eds) Denitrification in soil and sediment. Plenum, New York, pp 229–243
Smith KA, McTagart IP, Dobbie KE, Conen F (1998) Emissions of N2O from Scottish agricultural soils, as a function of fertilizer N. Nutr Cycl Agroecosyst 52:123–130
Smith WN, Grant B, Desjardins RL, Lemke R, Li C (2004) Estimates of the interannual variations of N2O emissions from agricultural soils in Canada. Nutr Cycl Agroecosyst 68:37–45
Sozanska M, Skiba U, Metcalfe S (2002) Developing an inventory of N2O emissions from British soils. Atmos Environ 36:987–998
Stehfest E, Müller C (2004) Simulation of N2O emissions from a urine-affected pasture in New Zealand with the ecosystem model DayCent. J Geophys Res 109:D03109
Stenger R, Priesack E, Barkle G, Sperr C (1999) Expert-N, A tool for simulating nitrogen and carbon dynamics in the soil–plant–atmosphere system. In: Tomer M, Robinson M, Gielen G (eds) NZ land treatment collective, Proceedings of technical session 20: modelling of land treatment systems. pp. 19–28, New Plymouth, 14–15, October, 1999.
Tanji KK (1982) Modeling of the soil nitrogen cycle. Agronomy 22:721–772
Thiagalingam K, Kanehiro Y (1973) Effect of temperature on nitrogen transformation in Hawaiian soils. Plant Soil 38:177–189
USEPA (2007) U.S. Environmental Protection Agency. Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2005. EPA 430-R-07-002. April 15, 2002. Washington DC
van Laar HH, Goudriaan J, van Keulen H (1992) Simulation of crop growth for potential and water-limited production situations, as applied to spring wheat. Simulation Reports 27. 72 pp
Wang YP, Meyer CP, Galbally IE, Smith CJ (1997) Comparisons of field measurements of carbon dioxide and nitrogen oxide fluxes with model simulations for a legume pasture in southeast Australia. J Geophys Res 102(D23):28013–28024
Xu C, Shaffer MJ, Al-kaisi M (1998) Simulating the impact of management practices on nitrous oxide emissions. Soil Sci Soc Am J 62:736–742
Xu-ri, Wang M, Wang Y (2003) Using a modified DNDC model to estimate N2O fluxes from a semi-arid grassland in China. Soil Biol Biochem 35:615–620
Yienger JJ, Levy H (1995) Empirical model of global soil biogenic NO x emissions. J Geophys Res 100(11):447–464
Zhang Y, Li C, Zhou X, Moore B III (2002) A simulation model linking crop growth and soil biogeochemistry for sustainable agriculture. Ecol Model 151:75–108
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This work was sponsored by Australian Centre for International Agricultural Research project (LWR-2003-039) and Australian Cooperative Research Centre for Greenhouse Accounting.
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Chen, D., Li, Y., Grace, P. et al. N2O emissions from agricultural lands: a synthesis of simulation approaches. Plant Soil 309, 169–189 (2008). https://doi.org/10.1007/s11104-008-9634-0
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DOI: https://doi.org/10.1007/s11104-008-9634-0