Modeling N Dynamics to Assess Environmental Impacts of Cropped Soils

Models are useful tools to evaluate environmental impacts associated with nitrogen management in cropping systems and to predict them correctly. The purpose of this chapter was to analyze whether existing models satisfactorily simulate N losses in agroecosystems, require input data that are accessible, and can incorporate agricultural and climatic changes. The literature on 62 nitrogen models was reviewed. Each model was analyzed to identify the processes simulated, the equations used, the time and space scales, the input data and their degree of accessibility, and finally its performance. The review showed that a wide range of formalisms have been developed to model N processes. N losses such as nitrate leaching give better performance than N gas emissions, underlining the need to improve the understanding and modeling of denitrification and volatilization. It also revealed the narrow range of crop families parameterized and validated with field measurements. The main trend in modeling over the last 15 years has been the shift from mechanistic models to functional models, with a simplification of the equations involved and an aggregation of modules according to specific objectives. The more recent models have thus generally been based on specific contexts and cannot be directly extrapolated to other pedoclimatic and crop contexts, yet this is necessary for evaluating scenarios involving changes in land use and management or climatic uncertainties.

[1]  Eric Justes,et al.  Calculation of nitrogen mineralization and leaching in fallow soil using a simple dynamic model , 1999 .

[2]  K. C. Kersebaum,et al.  Application of a simple management model to simulate water and nitrogen dynamics , 1995 .

[3]  L. Christensen,et al.  Nitrogen Cycling in an Irrigated Wheat System in Sonora, Mexico: Measurements and Modeling , 2006, Nutrient Cycling in Agroecosystems.

[4]  B. M. Petersen,et al.  CN-SIM: a model for the turnover of soil organic matter. II. Short-term carbon and nitrogen development , 2005 .

[5]  P. Cellier,et al.  A mechanistic model for estimating ammonia volatilization from slurry applied to bare soil , 1997 .

[6]  V. Singh,et al.  Computer Models of Watershed Hydrology , 1995 .

[7]  M. Acutis,et al.  Stochastic use of the LEACHN model to forecast nitrate leaching in different maize cropping systems , 2000 .

[8]  S. Hansen,et al.  Simulation of nitrogen dynamics and biomass production in winter wheat using the Danish simulation model DAISY , 1991, Fertilizer research.

[9]  Liwang Ma,et al.  Modeling Carbon and Nitrogen Dynamics for Soil Management , 2001 .

[10]  Bernd Huwe,et al.  Deterministic and stochastic modelling of water, heat and nitrogen dynamics on different scales with WHNSIM , 1995 .

[11]  Erik Steen Jensen,et al.  Empirical model for quantification of symbiotic nitrogen fixation in leguminous crops , 2003 .

[12]  W. Parton,et al.  Simulated Interaction of Carbon Dynamics and Nitrogen Trace Gas Fluxes Using the DAYCENT Model1 , 2006 .

[13]  K. Giller,et al.  Atmospheric N2 fixation as an alternative N source. , 1995 .

[14]  J. Groot,et al.  Modelling organic matter dynamics in different soils. , 1990 .

[15]  V. Singh,et al.  The EPIC model. , 1995 .

[16]  J. Germon,et al.  NEMIS, a predictive model of denitrification on the field scale , 2000 .

[17]  S. Ogle,et al.  Soil organic matter, biota and aggregation in temperate and tropical soils - Effects of no-tillage , 2002 .

[18]  Benoit Gabrielle,et al.  A priori parameterisation of the CERES soil-crop models and tests against several European data sets , 2002 .

[19]  Nina K. Detlefsen,et al.  FarmN: A Decision Support Tool for Managing Nitrogen Flow at the Farm Level , 2005 .

[20]  F. Lafolie,et al.  Modeling the water transport and nitrogen dynamics in irrigated salad crops , 1997, Irrigation Science.

[21]  N. H. Rao,et al.  A coupled soil water and nitrogen balance model for flooded rice fields in India , 2004 .

[22]  W. Mirschel,et al.  Simulating soil water balance, nitrogen behaviour and biomass components, using the agroecosystem model AGROSIM-Winter-wheat and data from the north German Krummbach catchment , 1995 .

[23]  Ralf Seppelt,et al.  Applications of optimum control theory to agroecosystem modelling , 1999 .

[24]  U. Franko Modelling approaches of soil organic matter turnover within the CANDY system , 1996 .

[25]  C. Koopmans,et al.  Nitrogen mineralisation in organic farming systems: a test of the NDICEA model , 2002 .

[26]  L. Ahuja Root zone water quality model : modelling management effects on water quality and crop production , 2000 .

[27]  David Scholefield,et al.  NGAUGE : A decision support system to optimise N fertilisation of British grassland for economic and environmental goals , 2005 .

[28]  Lars Bergström,et al.  Simulated nitrogen dynamics and losses in a layered agricultural soil , 1987 .

[29]  Peter Zander,et al.  ROTOR, a tool for generating and evaluating crop rotations for organic farming systems , 2007 .

[30]  Benoit Gabrielle,et al.  Predicting in situ soil N2O emission using NOE algorithm and soil database , 2005 .

[31]  Robert E. Apfel,et al.  The Tensile Strength of Liquids , 1972 .

[32]  B. Mary,et al.  Evaluation of a nitrogen transport and transformation model in a bare soil , 2001 .

[33]  Nicholas J. Hutchings,et al.  A detailed ammonia emission inventory for Denmark , 2001 .

[34]  Jean-Louis Fiorelli,et al.  A novel indicator of environmental risks due to nitrogen management on grasslands , 2005 .

[35]  John R. Williams,et al.  LARGE AREA HYDROLOGIC MODELING AND ASSESSMENT PART I: MODEL DEVELOPMENT 1 , 1998 .

[36]  Claudio O. Stöckle,et al.  CropSyst, a cropping systems simulation model: Water/nitrogen budgets and crop yield☆ , 1994 .

[37]  J. Goudriaan,et al.  ON APPROACHES AND APPLICATIONS OF THE WAGENINGEN CROP MODELS , 2003 .

[38]  P. Groffman,et al.  Linking ecosystem engineers to soil processes: a framework using the Jenny State Factor Equation , 2006 .

[39]  Claudio O. Stöckle,et al.  Simulation of Crop Response to Water and Nitrogen: An Example Using Spring Wheat , 1989 .

[40]  Bruno Mary,et al.  Modelling temperature and moisture effects on C-N transformations in soils: comparison of nine models , 1997 .

[41]  M. Battaglia,et al.  CABALA: a linked carbon, water and nitrogen model of forest growth for silvicultural decision support , 2004 .

[42]  Lin Zhen,et al.  Operational Indicators for Measuring Agricultural Sustainability in Developing Countries , 2003, Environmental management.

[43]  H. Aronsson,et al.  Simulations of soil carbon and nitrogen dynamics during seven years in a catch crop experiment , 2003 .

[44]  S. Recous,et al.  STICS : a generic model for the simulation of crops and their water and nitrogen balances. I. Theory, and parameterization applied to wheat and corn , 1998 .

[45]  Dong Suo,et al.  Long-term effects of manure and fertilization on soil organic matter and quality parameters of a calcareous soil in NW China , 2007 .

[46]  W. G. Knisel,et al.  GLEAMS: Groundwater Loading Effects of Agricultural Management Systems , 1987 .

[47]  J. Amir,et al.  A model to assess nitrogen limitations on the growth and yield of spring wheat , 1992 .

[48]  K. Lasnik,et al.  NLEAP Internet Tools for Estimating NO 3 -N Leaching and N 2 O Emissions , 2001 .

[49]  H. T. Søgaard,et al.  Ammonia volatilization from field-applied animal slurry - the ALFAM model. , 2002 .

[50]  M. Donatelli,et al.  Testing Denitrification Functions of Dynamic Crop Models , 1997 .

[51]  J. Waddington,et al.  Cutover peatlands: A persistent source of atmospheric CO2 , 2002 .

[52]  Pierre-Alain Jayet,et al.  Methane and Nitrous Oxide Emissions from Agriculture in the EU: A Spatial Assessment of Sources and Abatement Costs , 2005 .

[53]  Henning Kage,et al.  N balance as an indicator of N leaching in an oilseed rape - winter wheat - winter barley rotation , 2006 .

[54]  Jerald J. Fletcher,et al.  Incorporating Stochastic Variables in Crop Response Models: Implications for Fertilization Decisions , 1993 .

[55]  Leif T. Jensen,et al.  A comparison of the performance of nine soil organic matter models using datasets from seven long-term experiments , 1997 .

[56]  Niels H. Batjes,et al.  Estimation of global NH3 volatilization loss from synthetic fertilizers and animal manure applied to arable lands and grasslands , 2002 .

[57]  Edzer Pebesma,et al.  Assessment of uncertainty in simulation of nitrate leaching to aquifers at catchment scale , 2001 .

[58]  Gregory S. McMaster,et al.  GPFARM modeling of corn yield and residual soil nitrate-N , 2004 .

[59]  D. Benbi,et al.  A critical review of some approaches to modelling nitrogen mineralization , 2002, Biology and Fertility of Soils.

[60]  T. Fenton Quantitative Modeling of Soil-Forming Processes , 1995 .

[61]  P. de Willigen,et al.  Nitrogen turnover in the soil-crop system; comparison of fourteen simulation models , 1991, Fertilizer research.

[62]  Markus Hoffmann,et al.  SOILNDB: a decision support tool for assessing nitrogen leaching losses from arable land , 2002, Environ. Model. Softw..

[63]  W. Mirschel,et al.  Integration of a Crop Growth Model with a Model of Soil Dynamics , 2001 .

[64]  Sylvie Recous,et al.  Azodyn: a simple model simulating the date of nitrogen deficiency for decision support in wheat fertilization , 1999 .

[65]  Benoit Gabrielle,et al.  Simulation of carbon and nitrogen dynamics in arable soils: a comparison of approaches , 2002 .

[66]  Thierry Morvan,et al.  Vers une prévision opérationnelle des flux d'azote résultant de l'épandage de lisier : paramétrage d'un modèle dynamique de Simulation des transformations de l'azote des lisiers (STAL) , 2001 .

[67]  Graeme L. Hammer,et al.  APSIM: a novel software system for model development, model testing and simulation in agricultural systems research , 1996 .

[68]  S. Recous,et al.  Simulation of C and N mineralisation during crop residue decomposition: A simple dynamic model based on the C:N ratio of the residues , 2004, Plant and Soil.

[69]  D. Scholefield,et al.  A model to predict transformations and losses of nitrogen in UK pastures grazed by beef cattle , 1991, Plant and Soil.

[70]  Véronique Beaujouan,et al.  A hydrological model dedicated to topography‐based simulation of nitrogen transfer and transformation: rationale and application to the geomorphology– denitrification relationship , 2002 .

[71]  W. Parton,et al.  General model for N2O and N2 gas emissions from soils due to dentrification , 2000 .

[72]  Bruno Mary,et al.  Nitrate leaching in intensive agriculture in Northern France: Effect of farming practices, soils and crop rotations , 2005 .

[73]  C. Jones,et al.  Simulation of soybean nitrogen nutrition for a silty clay soil in southern France , 1991 .

[74]  A. Tarquis,et al.  Denitrification from an irrigated soil fertilized with pig slurry under Mediterranean conditions , 2004, Biology and Fertility of Soils.

[75]  G. Richter,et al.  N-dynamics and nitrate leaching under rotational and continuous set-aside—a case study at the field and catchment scale , 1998 .

[76]  W. Parton,et al.  A general model for soil organic matter dynamics: sensitivity to litter chemistry, texture and management. , 1994 .

[77]  G. A. Peterson,et al.  Measurement of Net Global Warming Potential in Three Agroecosystems , 2005, Nutrient Cycling in Agroecosystems.

[78]  Changsheng Li,et al.  The DNDC Model , 1996 .

[79]  F. W. Chichester,et al.  NCSOIL, A Model of Nitrogen and Carbon Transformations in Soil: Description, Calibration, and Behavior , 1983 .

[80]  Changsheng Li,et al.  Modeling Trace Gas Emissions from Agricultural Ecosystems , 2000, Nutrient Cycling in Agroecosystems.

[81]  É. Malézieux,et al.  Rpest—An indicator linked to a crop model to assess the dynamics of the risk of pesticide water pollution Application to banana-based cropping systems , 2007 .

[82]  Klaus Butterbach-Bahl,et al.  Regional application of PnET‐N‐DNDC for estimating the N2O source strength of tropical rainforests in the Wet Tropics of Australia , 2005 .

[83]  David Makowski,et al.  Which decision support tools for the environmental management of nitrogen , 2002 .

[84]  B. J. Chambers,et al.  Predicting nitrogen availability and losses following application of organic manures to arable land: MANNER , 1999 .

[85]  A. Whitmore,et al.  Modelling the fate of nitrogen in crop and soil in the years following application of 15N-labelled fertilizer to winter wheat , 1993, The Journal of Agricultural Science.

[86]  J. G. Kroes,et al.  Some results of nitrogen simulations with the model ANIMO , 1991 .

[87]  R. L. Bengtson,et al.  Performance of the DRAINMOD-CREAMS model with an incorporated nutrient submodel , 1994 .

[88]  James W. Jones,et al.  POTENTIAL USES AND LIMITATIONS OF CROP MODELS , 1996 .

[89]  Christen Duus Børgesen,et al.  Estimating the effect of legislation on nitrogen leaching by upscaling field simulations , 2001 .

[90]  S. Houot,et al.  Simulation by NCSWAP of the nitrogen dynamics under crop amended with sewage sludge in two soils , 1996 .

[91]  David S. Powlson,et al.  Evaluation of Soil Organic Matter Models , 1996 .

[92]  M. B. McGechan,et al.  A Review of Carbon and Nitrogen Processes in Four Soil Nitrogen Dynamics Models , 1998 .

[93]  P. Bacon,et al.  Nitrogen fertilization in the environment , 1995 .

[94]  J. Porter AFRCWHEAT2: A model of the growth and development of wheat incorporating responses to water and nitrogen , 1993 .