首页> 外文期刊>Ciência Rural >Calibra??o e valida??o do modelo AquaCrop para a cultura de soja cultivada mediante diferentes níveis de irriga??o na regi?o de Matopiba, Brasil
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Calibra??o e valida??o do modelo AquaCrop para a cultura de soja cultivada mediante diferentes níveis de irriga??o na regi?o de Matopiba, Brasil

机译:在巴西Matopiba地区使用不同灌溉水平的大豆种植AquaCrop模型的校准和验证

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The water-driven AquaCrop model to simulate yield response has been calibrated and validated for soybean cultivated under different water levels irrigation in Matopiba region, Brazil. The crop was submitted to seven irrigation treatments during the dry season and a dry treatment in the rainy season. The model was parameterized and calibrated by using soybean yield data collected at field level. Model performance was evaluated by using the following statistical parameters: prediction error (Pe), Nash-Sutcliffe efficiency index (E), coefficient of determination (R 2 ), mean absolute error (MAE), root mean square error normalized (RMSEN) and Willmott’s index (d). The statistical analyses of the AquaCrop model calibrated for the Matopiba region disclosed error acceptable for yield prediction of soybean grown under tropical climate conditions. Results also indicated that the C2 soybean cultivar is more resistant to water stress than the C1 soybean grown in the Matopiba region, Brazil. In the treatments when the crop was well supplied with water, at least in one phase, the yield was greater than those with drought stress at last in one phase.
机译:已经对巴西马托皮巴地区不同水位灌溉条件下种植的大豆进行了校准并验证了水驱动的AquaCrop模型来模拟产量响应。在旱季对农作物进行了七次灌溉处理,在雨季进行了旱处理。通过使用田间水平收集的大豆产量数据对模型进行参数化和校准。使用以下统计参数评估模型性能:预测误差(Pe),纳什-萨特克利夫效率指数(E),确定系数(R 2),平均绝对误差(MAE),均方根误差标准化(RMSEN)和威尔莫特指数(d)。对Matopiba地区校准的AquaCrop模型的统计分析显示,对于热带气候条件下种植的大豆的产量预测,可以接受的误差。结果还表明,与巴西马托比巴地区种植的C1大豆相比,C2大豆品种对水分胁迫的抵抗力更高。在至少一个阶段向作物充分供水的处理中,单季收成高于最后一次受到干旱胁迫的单产。

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