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Applicability analysis of SMCR_N model for eggplant growing in alluvial region of Beijing
DONG Yi-wei, LI Yu-zhong, ZHANG Ke-feng, XU Chun-ying, LI Qiao-zhen, FANG Fu-li, GUO Zhi-cheng
2016, 32 (4):
106-112.
doi: 10.3969/j.issn.1673-503X.2016.04.014
To provide a reference for regional application of SMCR_N (Simulation Model for Crop Response to Nitrogen fertilizer) model in alluvial region of Beijing,it has been used to simulate the yields of purple long- and round-eggplants as well as the amount of N uptake by round-eggplants using the location experiment,meteorological and cultivating management data in the eggplant field with alluvial soil in Beijing from 2009 to 2010.The parameters of the model were calibrated using data from this experiment.The performance of the model was evaluated with experimental data as well.The results show that the original eggplant parameters in SMCR_N model can be directly applied to simulate the yield of purple long-eggplants growing in alluvial region of Beijing.The simulating results indicate that RMSE (Root Mean Square Error),n-RMSE(normalized Root Mean Square Error),EF (model prediction Efficiency),E,d (fitting index),and R2 (determination coefficient) are 0.42 t·hm-2,0.06 t·hm-2,0.95,0.40,0.99,0.96,respectively.The cultivar of round-eggplant used in the location experiment is different from that in SMCR_N model.So,the corresponding parameters in SMCR_N model need to be adjusted.The sensitivity analyses show that simulation results are sensitive to crop growth parameter (K1).When K1 is adjusted to 1.4,the simulating result of dry weight is more accurate,with RMSE,n-RMSE,EF,E,d,R2 of 1.2 t·hm-2,0.12 t·hm-2,0.59,0.76,0.93,0.80,respectively.After calibrating model parameters,the SMCR_N model can be also used to simulate the N uptake by round-eggplants.The simulating results are satisfactory,with R2 of 0.85.In conclusion,the variations of total dry weight and N uptake by eggplants in alluvial region of Beijing can be well simulated through calibrating the parameters in SMCR_N model.The SMCR_N model can be applied to guide a reasonable fertilization for eggplant fields in alluvial region of Beijing.
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