Calibration and validation of InfoCrop model for phenology, LAI, dry matter and yield of wheat
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Keywords:
Biomass, Crop development, D-index, Mechanistic model, ParameterizationAbstract
Present experiment was conducted (2015-16 and 2016-17) comprising different levels of water stress and environmental conditions for the model parametrization and validation of Info Crop-wheat v2.1 model. The model was calibrated and validated for popular wheat variety HD-2967 under semi-arid environmental conditions. The important genetic coefficients were generated and model fine-tuned for simulating phenology, leaf area index (LAI), dry matter and yield of wheat crop. The result showed that the model simulated the phenology in terms of days to 50% anthesis and days to physiological maturity very accurately with root mean squared error of 2.26 and 1.36 days, respectively. The model could also able to simulate temporal course of LAI and biomass very satisfactorily. The errors in simulating final biomass and yield were also within the acceptable limit of 10%. We conclude that InfoCrop model is reasonably suitable to simulate the developmental stages, leaf area expansion, dry matter and yield of wheat crop in semi-arid environment hence it can be utilized for undertaking various crop management applications.Downloads
References
Aggarwal P K and Kalra N. 1994. Analyzing the limitations set by climatic factors, genotype, and water and nitrogen availability on productivity of wheat II. Climatically potential yields and management strategies. Field Crops Research 38(2): 93-103.
Aggarwal P K, Kalra N, Chander S and Pathak H. 2006. InfoCrop: a dynamic simulation model for the assessment of crop yields, losses due to pests, and environmental impact of agro-ecosystems in tropical environments. I. Model description. Agricultural Systems 89(1): 1-25.
Ahmed M, Akram M N, Asim M, Aslam M, Hassan F U, Higgins S, Stöckle CO and Hoogenboom G. 2016. Calibration and validation of APSIM-Wheat and CERES-Wheat for spring wheat under rainfed conditions: Models evaluation and application. Computers and Electronics in Agriculture 123: 384-401.
Dhakar R, Chandran M S, Nagar S, Kumari V V, Subbarao A V M, Bal S K and Kumar P V. 2018. Field Crop Response to Water Deficit Stress: Assessment through crop models. (In) Advances in Crop Environment Interaction, pp 287-315). Springer, Singapore.
Dhakar R, Sehgal V K, Chakraborty D, Mukherjee J and Kumar S N. 2019. Evaluating InfoCrop model for growth, development and yield of spring wheat at farmers' field in semi-arid environment. Journal of Agrometeorology 21(3): 254-61.
Jones J W, Antle J M, Basso B, Boote K J, Conant RT, Foster I and Keating B A. 2016. Brief history of agricultural systems modeling. Agricultural Systems 155: 240-54. Jones J W, Keating B A and Porter C H. 2001. Approaches to modular model development. Agricultural Systems 70(2-3): 421-43.
McCarl B A. 1984. Model validation: an overview with some emphasis on risk models. Review of Marketing and Agricultural Economics 52(430-2016-31544): 153-73.
Penning De Vries F W T, Jansen D M, Ten Berg H F M and Bakema A. 1989. Simulation of Eco physiological Processes of Growth in several Annual Crops. Simulation Monograph 29. Pudoc, Wageningen, and IRRI, Los Banos.
Singh A K, Tripathy R and Chopra U K. 2008. Evaluation of CERES-Wheat and CropSyst models for water–nitrogen interactions in wheat crop. Agricultural Water Management 95(7): 776-86.
Todorovic M, Albrizio R, Zivotic L, Saab M T A, Stöckle CandSteduto P. 2009. Assessment of AquaCrop, CropSyst, and WOFOST models in the simulation of sunflower growth under different water regimes. Agronomy Journal 101(3): 509-21.
Van Kraalingen D W G. 1995. The FSE system for crop simulation, version 2.1 (No. 1). AB-DLO.
Willmott C J. 1981. On the validation of models. Physical Geography 2(2): 184-94.
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