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基于SHAW模型的冬小麥近地面層氣溫模擬
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國家自然科學(xué)基金資助項目(41471342)


Simulation of Air Temperature within Winter Wheat Near-ground Layer Based on SHAW Model
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    摘要:

    利用一維多層水熱耦合SHAW(The simultaneous heat and water)模型,在田間實驗的基礎(chǔ)上,模擬河南省商丘地區(qū)2015年冬小麥拔節(jié)后近地面層0~40 cm垂直方向上的每小時氣溫變化特征。結(jié)果表明,冬小麥近地面層氣溫模擬整體效果較好,,其中48%模擬的絕對誤差低于1℃,75%模擬的絕對誤差低于2℃,不同高度上模型效率ME均大于0.94;夜晚氣溫的模擬效果優(yōu)于白天的模擬效果,,白天11:00—14:00氣溫被過低估計,并隨著近地面層高度的增加,,模擬值誤差越大,;近地面層內(nèi)3種氣溫特征值模擬效果的優(yōu)劣依次為:日平均氣溫,、日最低氣溫、日最高氣溫,,其中,,日平均氣溫模擬值與實測值基本吻合,日最低氣溫被略微高估,,日最高氣溫被過低估計,。此外,SHAW模型在冬小麥拔節(jié)后6個生育期的模擬效果均存在差異,,拔節(jié)期,、灌漿期和乳熟期模擬效果較好,孕穗期和開花期次之,,抽穗期模擬效果相對較差,。

    Abstract:

    The air temperature within near-ground layer is an important surrounding factor that can affect winter wheat growth. The simultaneous heat and water (SHAW) model, which is a detailed process model of heat and water movement in the plant-snow-residue-soil system, was evaluated in simulating the air temperature within near-ground layer from 0 cm to 40 cm at after-jointing stage of winter wheat. Field experiment was taken in Shangqiu City, Henan Province to observe the winter wheat growth and surrounding factors, such as air temperature. The SHAW model was calibrated and driven with inputs of part of field experiment data and empirical parameters. The results showed that the SHAW model performed well in simulating air temperature within near-ground layer in winter wheat field, with 48% of the absolute error of simulated values was less than 1℃, 75% of the absolute error of simulated values was less than 2℃,and the model efficiency at different heights was higher than 0.94. The simulated values had higher biases during the day than those at night and they were increased with the increase of height from ground, and their biases generally reached the largest value during 11:00 and 14:00. The daily mean values of the simulated and observed air temperature values were basically the same, while the daily lowest values were overestimated and the daily highest values were underestimated. The model had better effects at jointing, filling and dough stages than those at booting, blooming and heading stages.

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劉峻明,汪念,王鵬新,胡新,黃健熙.基于SHAW模型的冬小麥近地面層氣溫模擬[J].農(nóng)業(yè)機(jī)械學(xué)報,2015,46(S1):274-282. Liu Junming, Wang Nian, Wang Pengxin, Hu Xin, Huang Jianxi. Simulation of Air Temperature within Winter Wheat Near-ground Layer Based on SHAW Model[J]. Transactions of the Chinese Society for Agricultural Machinery,2015,46(S1):274-282.

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  • 收稿日期:2015-10-28
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  • 在線發(fā)布日期: 2015-12-30
  • 出版日期: 2015-12-31
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