Model comparison of soil processes in eastern Canada using DayCent, DNDC and STICS

Abdalla M, Wattenbach M, Smith P, Ambus A, Jones M, Williams M (2009) Application of the DNDC model to predict emissions of N2O from Irish agriculture. Geoderma 151:327–337 Beheydt D, Boeckx P, Sleutel S, Li CS, Van Cleemput O (2007) Validation of DNDC for 22 long-term N2O field emission measurements. Atmos Environ 41:6196–6211 Bessou C, Mary B, Leonard J, Roussel M, Grehan E, Gabrielle B (2010) Modelling soil compaction impacts on nitrous oxide emissions in arable fields. Eur J Soil Sci 61(3):348–363 Bolinder MA, Andrén O, Kätterer T, de Jong R, VandenBygaart AJ, Angers DA, Parent L-E, Gregorich EG (2007) Soil carbon dynamics in Canadian Agricultural Ecoregions: quantifying climatic influence on soil biological activity. Agr Ecosyst Environ 122:461–470 Brisson N, Mary B, Ripoche D, Jeuffroy MH, Ruget F, Nicoullaud B, Gate P, Devienne-Barret F, Antonioletti R, Durr C, Richard G, Beaudoin N, Recous S, Tayot X, Plenet D, Cellier P, Machet JM, Meynard JM, Delécolle R (1998) STICS: a generic model for the simulation of crops and their water and nitrogen balances. 1. Theory and parameterization applied to wheat and corn. Agronomie 18:311–346 Brisson N, Ruget F, Gate P, Lorgeau J, Nicollaud B, Tayot X, Plenet D, Jeuffroy MH, Bouthier A, Ripoche D, Mary B, Justes E (2002) STICS: a generic model for simulating crops and their water and nitrogen balances. II. Model validation for wheat and maize. Agronomie 22:69–92 Celette F, Valdés H, Gary C, García de Cortázar I, Ortega-Farias S, Acevedo C (2008) Evaluation of the STICS model for simulating vineyard water balance under two different water management strategies. Acta Hort (ISHS) 792:155–162. http://www.actahort.org/books/792/792_16.htm Chen DL, Gao G, Xu CY, Guo J, Ren GY (2005) Comparison of the Thornthwaite method and pan data with the standard Penman–Monteith estimates of reference evapotranspiration in China. Clim Res 28:123–132 Choudhury BJ, Ahmed NU, Idso SB, Reginato RJ, Daughtry CST (1994) Relations between evaporation coefficients and vegetation indices studied by model simulations. Remote Sens Environ 50:1–17 Confalonieri R, Bechini L (2004) A preliminary evaluation of the simulation model CropSyst for alfalfa. Eur J Agron 21:223–237 Constantin J, Beaudoin N, Launay M, Duval J, Mary B (2011) Long-term nitrogen dynamics in various catch crop scenarios: test and simulations with STICS model in a temperate climate. Agric Ecosyst Environ 147:36–46 Coucheney E, Buis S, Launay M, Constantin J, Mary B, García de Cortázar-Atauri I, Ripoche D, Beaudoin N, Ruget F, Andrianarisoa KS, Le Bas C, Justes E, Léonard J (2015) Accuracy, robustness and behavior of the STICS soil-crop model for plant, water and nitrogen outputs: evaluation over a wide range of agro-environmental conditions in France. Environ Model Softw 64:177–190. doi:10.1016/j.envsoft.2014.11.024 Del Grosso SJ, Halvorson AD, Parton WJ (2008a) Testing DayCent model simulations of corn yields and nitrous oxide emissions in irrigated tillage systems in Colorado. J Environ Qual 37:1383–1389 Del Grosso SJ, Parton WJ, Ojima DS, Keough CA, Riley TH, Mosier AR (2008b) DayCent simulated effects of land use and climate on county level N loss vectors in the USA. In: Hatfield JL, Follett RF (eds) Nitrogen in the environment: sources, problems, and management, chapter 18. USDA Agricultural Research Service, Lincoln Del Grosso SJ, Parton WJ, Keough CA, Reyes-Fox M (2011) Special features of the DAYCENT modeling package and additional procedures for parameterization, calibration, validation, and applications. In: Ahuja LR, Ma L (eds) Methods of introducing system models into agricultural research. ASA, CSSA, SSSA Inc., Madison, pp 155–177 Diekkrüger B, Söndgerath D, Kersebaum KC, McVoy CW (1995) Validity of agroecosystem models. A comparison of results of different models applied to the same data set. Ecol Model 81:3–29 Environment Canada. Weather data available online: http://www.climate.weatheroffice.gc.ca/climateData/canada_e.html Fanko U, Oelschlägel B, Schenk S (1995) Simulation of temperature-, water- and nitrogen dynamics using the model CANDY. Ecol Model 81:213–222 FAO (Food and Agriculture Organization of the United Nations) (1998) Crop evapotranspiration—guidelines for computing crop water requirements. FAO Irrigation and drainage, Paper 56, http://www.fao.org/docrep/X0490E/X0490E00.htm Fernandes R, Korolevych V, Wang SS (2007) Trends in land evapotranspiration over Canada for the period 1960–2000 based on in situ climate observations and a land surface model. J Hydrometeorol 8:1016–1030 Frick B, Thomas AG (1992) Weed surveys in different tillage systems in southwestern Ontario field crops. Can J Plant Sci 72:1337–1347 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 Galloway JN, Cowling EB (2002) Reactive nitrogen and the world: 200 years of change. Ambio 31(2):64–71 Gandolfi C, Facchi A, Maggi D (2006) Comparison of 1D models of water flow in unsaturated soils. Environ Model Softw 21:1759–1764 Gold HJ (1977) Mathematical modelling of biological systems. Wiley, Toronto Harmel RD, Smith PK (2007) Consideration of measurement uncertainty in the evaluation of goodness-of-fit in hydrologic and water quality modelling. J Hydrol 337:326–336 Harmel RD, Smith PK, Migliaccio KW (2010) Modifying goodness-of-fit indicators to incorporate both measurement and model uncertainty in model calibration and validation. Trans ASABE 53(1):55–63 Hutson JL, Wagenet RJ (1991) Simulating nitrogen dynamics in soils using a deterministic model. Soil Use Manag 7:74–78 Jarecki M, Parkin TB, Chan ASK, Hatfield JL, Jones R (2008) Comparison of DayCent-simulated and measured nitrous oxide emissions from a corn field. J Environ Qual 37:1685–1690 Jégo G, Pattey E, Bourgeois G, Morrison MJ, Drury CF, Tremblay N, Tremblay G (2010) Calibration and performance evaluation of soybean and spring wheat cultivars using the STICS crop model in Eastern Canada. Field Crop Res 117:183–196 Jégo G, Sánchez-Pérez JM, Justes E (2012) Predicting soil water and mineral nitrogen contents with the STICS model for estimating nitrate leaching under agricultural fields. Agric Water Manag 107:54–65 Jégo G, Chantigny M, Pattey E, Belanger G, Rochette P, Vanasses A, Goyer C (2014) Improved snow-cover model for multi-annual simulations with the STICS crop model under cold, humid contintental climates. Agric For Meteorol 195–196:38–51 Jing Q, Jégo G, Bélanger G, Chantigny MH, Rochette P (2017) Simulation of water and nitrogen balances in a perennial forage system using the STICS model. Field Crops Res 201:10–18. doi:10.1016/j.fcr.2016.10.017 Kröbel R, Sun QP, Ingwersen J, Chen XP, Yhang FS, Müller T, Römheld V (2010) Modelling water dynamics with DNDC and DAISY in a soil of the North China Plain: a comparative study. Environ Modell Softw 25:583–601 Kröbel R, Smith WN, Grant BB, Desjardins RL, Campbell CA, Tremblay N, Li CS, Zentner RP, McConkey BG (2011) Development and evaluation of a new Canadian spring wheat sub-model for DNDC. Can J Soil Sci 91:503–520 Kumar KK, Kumar KR, Rakhecha PR (1987) Comparison of Penman and Thornthwaite methods of estimating potential evapotranspiration for Indian conditions. Theor Appl Climatol 38:140–146 Legge AH, Peake E, Strosher M, Nosal M, McVehil GE, Hansen M (1990) Characteristics of the background air quality. In: Legge AH, Krupa SV (eds) Acidic deposition: sulphur and nitrogen oxides. Lewis Publishers Inc, Chelsea, pp 129–248 Li CS, Frolking S, Frolking TA (1992a) A model of nitrous oxide evolution from soil driven by rainfall events: 1. Model structure and sensitivity. J Geophys Res 97:9759–9776 Li CS, Frolking S, Frolking TA (1992b) A model of nitrous oxide evolution from soil driven by rainfall events: 2. Model applications. J Geophys Res 97(9777–9783):1992 Li CS, Frolking S, Harris R (1994) Modeling carbon biogeochemistry in agricultural soils. Glob Biogeochem Cycles 8:237–254 Li CS, Mosier A, Wassmann R, Cai ZC, Zheng XH, Huang Y, Tsuruta H, Boonjawat J, Lantin R (2004) Modeling greenhouse gas emissions from rice-based production systems: sensitivity and upscaling. Glob Biogeochem Cycles 18:GB1043. doi:10.1029/2003GB002045 Loague K, Green RE (1991) Statistical and graphical methods for evaluating solute transport models: overview and application. J Contam Hydrol 7:51–73 Manzoni S, Porporato A (2007) A theoretical analysis of nonlinearities and feedbacks in soil carbon and nitrogen cycles. Soil Biol Biochem 39:1542–1556 Manzoni S, Porporato A (2009) Soil carbon and nitrogen mineralization: theory and models across scales. Soil Biol Biochem 41:1355–1379 Mayer DG, Butler DG (1993) Statistical validation. Ecol Model 68:21–32 McKeague JA (ed) (1978) Manual on soil sampling and methods of analysis, 2nd edn. Soil Research Institute, Agriculture Canada, Ottawa Mintz Y, Walker GK (1993) Global fields of soil moisture and land surface evapotranspiration derived from observed precipitation and surface air temperature. J Appl Meteorol 32:1305–1334 Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans ASABE 50(3):885–900 Nakagawa Y, Yan C, Shiono T, Miyamoto T, Kameyama K, Shinogi Y (2008) Evaluating the validity and sensitivity of the DNDC model for Shimajiri dark red soil. Jpn Agric Res Q 42(3):163–172 Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models, part 1—a discussion of principles. J Hydrol 10(3):282–290 Ng HYF, Tan CS, Drury CF, Gaynor JD (2002) Controlled drainage and subirrigation influences tile nitrate loss and corn yields in a sandy loam soil in Southwestern Ontario. Agr Ecosyst Environ 90:81–88 Parton WJ, Ojima DS, Cole CV, Schimel DS (1994) A general model for soil organic matter dynamics: sensitivity to litter chemistry, texture and management. In: Bryant RB, Arnold RW (eds) Quantitative modeling of soil forming processes. SSSA, Madison, pp 147–167 Parton W, Hartman M, Ojima D, Schimel DS (1998) DayCent and its land surface submodel: description and testing. Glob Planet Change 19:35–48 Pereira AR, Paes de Camargo A (1989) An analysis of the criticism of Thornthwaite’s equation for estimating potential evapotranspiration. Agric Forest Meteorol 46(149):157 Richards LA (1931) Capillarity condition of liquids through porous mediums. Phys J Gen Appl Phys Am Phys Soc 1:318–333 Sansoulet J, Pattey E, Kroebel R, Grant B, Smith WN, Jego G, Desjardins RL, Tremblay N, Tremblay G (2014) Comparing the performance of the STICS, DNDC and DayCent models for predicting N uptake and biomass of spring wheat in eastern Canada. Field Crops Res 156:135–150 Saxton KE, Rawls WJ (2006) Soil water characteristics estimates by texture and organic matter for hydrologic solutions. Soil Sci Soc Am J 70:1569–1578 Schindler DW, Donahue WF (2006) An impending water crisis in Canada’s western prairie provinces. Proc Natl Acad Sci 103(19):7210–7216 Sierra J, Brisson N, Ripoche D, Noël C (2003) Application of the STICS crop model to predict nitrogen availability and nitrate transport in a tropical acid soil cropped with maize. Plant Soil 256:333–345 Smit B, Brklacich M, Stewart RB, McBride R, Brown M, Bond D (1989) Sensitivity of crop yields and land resource potential to climatic change in Ontario, Canada. Clim Change 14:153–174 Smith WN, Grant BB, Desjardins RL, Rochette P, Drury CF, Li CS (2008) Evaluation of two process-based models to estimate soil N2O emissions in eastern Canada. Can J Soil Sci 88:251–260 Stockle CO, Martin SA, Campbell GS (1994) CropSyst, a cropping systems simulation model: water/nitrogen budgets and crop yield. Agric Syst 46:335–359 Tan CS, Drury CF, Gaynor JD, Welacky TW, Reynolds WD (2002) Effect of tillage and water table control on evapotranspiration, surface runoff, tile drainage and soil water content under maize on a clay loam soil. Agric Water Manag 54:173–188 Tournebize J, Kao C, Nikolic N, Zimmer D (2004) Adaptation of the STICS model to subsurface drained soils. Agronomie 24:305–313 Tran TS, Tremblay G (2000) Recovery of 15N-labeled fertilizer by spring bread wheat at different N rates and application times. Can J Soil Sci 80:533–539 Tremblay G, Vasseur C (1994) Management effects on yield and above-ground biomass of three spring wheat cultivars. Can J Plant Sci 74:279–285 Tremblay N, Wang ZJ, Ma BL, Bélec C, Vigneault P (2009) A comparison of crop data measured by two commercial sensors for variable-rate nitrogen application. Precis Agric 10:145–161 Tremblay N, Wang ZJ, Bélec C (2010) Performance of DUALEX in spring wheat for crop nitrogen status assessment, yield prediction and estimation of soil nitrate content. J Plant Nutr 33:57–70 Xu CY, Singh VP (1998) Dependence of evaporation on meteorological variables at different time-scales and intercomparison of estimation methods. Hydrol Proc 12:429–442 Xu CY, Singh VP (2001) Evaluation and generalization of temperature-based methods for calculating evaporation. Hydrol Proc 15:305–319 Zhang Y, Li CS, Zhou XJ, Moore B III (2002) A simulation model linking crop growth and soil biogeochemistry for sustainable agriculture. Ecol Model 151:75–108 Ziadi N, Bélanger G, Cambouris AN, Tremblay N, Nolin MC, Claessens A (2008) Relationship between phosphorus and nitrogen concentrations in spring wheat. Agron J 100:80–86 Ziadi N, Bélanger G, Claessens A, Lefebvre L, Cambouris AN, Tremblay N, Nolin MC, Parent LE (2010) Determination of a critical nitrogen dilution curve for spring wheat. Agron J 102:241–250