Evaluation of the AquaCrop model for simulating yield response of winter wheat to water on the southern Loess Plateau of China.

The objective of this study was to evaluate the performance of the FAO-AquaCrop model in winter wheat in the southern Loess Plateau of China. Multi-year field experimental data from 2004 and 2011 were used to calibrate and validate the model for simulating biomass, canopy cover (CC), soil water content, and grain yield under rainfed conditions. The model performance was evaluated using root mean square error (RMSE) and Willmott index of agreement (d) as criteria. The RMSE ranged from 0.16 to 0.38 t/ha for simulating aboveground biomass, 1.87 to 4.15% for CC, 0.50 to 1.44 t/ha for grain yield, and 5.70 to 22.56 mm for soil water content. The d ranged from 0.22 to 0.89, 0.25 to 0.43, 0.36 to 0.62 and 0.95 to 0.98 for aboveground biomass, CC, soil water content and grain yield, respectively. Generally, the model performed better for simulating CC and yield than biomass and soil water content. The results further indicated that AquaCrop is capable of simulating winter wheat yield under rainfed conditions. Further improvement may be needed to capture the variation of different management practices such as fertility and irrigation levels in this region.

[1]  James W. Jones,et al.  The DSSAT cropping system model , 2003 .

[2]  D. Raes,et al.  AquaCrop—The FAO Crop Model to Simulate Yield Response to Water: III. Parameterization and Testing for Maize , 2009 .

[3]  P. Steduto,et al.  Validation and testing of the AquaCrop model under full and deficit irrigated wheat production in Iran , 2011 .

[4]  C. Stöckle,et al.  Assessment of AquaCrop, CropSyst, and WOFOST models in the simulation of sunflower growth under different water regimes. , 2009 .

[5]  D. Raes,et al.  AquaCrop — The FAO Crop Model to Simulate Yield Response to Water: II. Main Algorithms and Software Description , 2009 .

[6]  S. Evett,et al.  Validating the FAO AquaCrop Model for Irrigated and Water Deficient Field Maize , 2009 .

[7]  Mohd Amin Mohd Soom,et al.  Application of AquaCrop model in deficit irrigation management of Winter wheat in arid region , 2011 .

[8]  Shaozhong Kang,et al.  Simulation of winter wheat yield and water use efficiency in the Loess Plateau of China using WAVES , 2003 .

[9]  H. Farahani,et al.  Parameterization and Evaluation of the AquaCrop Model for Full and Deficit Irrigated Cotton , 2009 .

[10]  A. Alemie,et al.  Test of AquaCrop model in simulating biomass and yield of water deficient and irrigated barley. , 2010 .

[11]  D. Raes,et al.  AquaCrop-The FAO Crop Model to Simulate Yield Response to Water: I. Concepts and Underlying Principles , 2009 .

[12]  C. Stöckle,et al.  CropSyst, a cropping systems simulation model , 2003 .

[13]  T. Schmugge,et al.  Survey of methods for soil moisture determination , 1980 .

[14]  C. Willmott Some Comments on the Evaluation of Model Performance , 1982 .

[15]  Gerrit Hoogenboom,et al.  Assessing crop management options with crop simulation models based on generated weather data , 2007 .

[16]  Robert D. Berryman,et al.  Point Sampling Digital Imagery with ‘Samplepoint’ , 2006, Environmental monitoring and assessment.

[17]  J. Wolf,et al.  WOFOST: a simulation model of crop production. , 1989 .

[18]  Reiji Kimura,et al.  Estimation of evapotranspiration, transpiration ratio and water-use efficiency from a sparse canopy using a compartment model , 2004 .

[19]  M. Mkhabela,et al.  Performance of the FAO AquaCrop model for wheat grain yield and soil moisture simulation in Western Canada , 2012 .

[20]  Patrick Bertuzzi,et al.  Agrometeorological soil water balance for crop simulation models , 1992 .

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

[22]  Shaozhong Kang,et al.  A simulation model of water dynamics in winter wheat field and its application in a semiarid region , 2001 .