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基于WOFOST-SHAW耦合模型的冬小麥冠層氣溫模擬
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國家自然科學(xué)基金項目(41471342)


Simulation of Air Temperature within Winter Wheat Canopy by Coupling WOFOST and SHAW Models
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    以河南省商丘地區(qū)為研究區(qū)域,在田間實驗的基礎(chǔ)上,對WOFOST模型和SHAW模型進行本地化標(biāo)定,利用WOFOST-SHAW模型模擬2016年冬小麥拔節(jié)期-成熟期冠層0~80cm高度每小時氣溫的變化特征,并將其模擬結(jié)果與實測數(shù)據(jù)進行對比。結(jié)果表明,利用WOFOST-SHAW模型模擬的冬小麥冠層,除了80cm高度,氣溫的模型效率均大于0.90,超過75%的模擬氣溫的絕對誤差在-1.5~2.5℃之間,說明冠層氣溫的整體模擬精度較高。WOFOST-SHAW模型對冬小麥冠層各高度的日最低氣溫的模型效率平均值為0.86, 日最低氣溫模擬值偏高0.53℃,說明冠層日最低氣溫的模擬值與實測值吻合度較高。同時冬小麥易受凍高度層模擬氣溫能準(zhǔn)確地反映0℃以下的冠層日最低氣溫,因此,WOFOST-SHAW模型可以很好地模擬冠層氣溫,提升SHAW模型的適用性,可為冬小麥晚霜凍害的監(jiān)測提供參考依據(jù)。

    Abstract:

    Air temperature within canopy reflects the growing condition of plants objectively. Simulation of air temperature within canopy can assist in better understanding of microclimate dynamic change characteristics, and can also provide a scientific basis for monitoring late frost injury of winter wheat. A field experiment was conducted in Shangqiu City, Henan Province to observe the winter wheat growth and ambient environmental factors. Based on the localization,coupled WOFOST and SHAW models were applied to simulate dynamic characteristics of air temperature hourly within winter wheat canopy from 0cm to 80cm at after-jointing stage in 2016, and the simulation results were compared with measured data. The results suggested that for coupled WOFOST and SHAW models, model efficiency of the simulated and measured values at different heights within winter wheat canopy was greater than 0.90, and over 75% of absolute errors of simulated values were in the range of -1.5~2.5℃,showing a high accuracy in simulating air temperature within winter wheat canopy as a whole. For daily lowest values of air temperature within winter wheat canopy, model efficiency of coupled WOFOST and SHAW models was about 0.86, and the simulation values of daily lowest values of air temperature within winter wheat canopy were 0.53℃ greater than measured values,showing an excellent conformity between simulated and measured values. And the simulation values could precisely reflect daily lowest values of air temperature below 0℃ within winter wheat canopy where the late frost injury occurred easily. Therefore, coupled WOFOST and SHAW models can simulate air temperature within winter wheat canopy well, increase applicability of SHAW model, and provide a reference for monitoring late frost injury.

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王鵬新,劉麗娜,劉峻明,胡新.基于WOFOST-SHAW耦合模型的冬小麥冠層氣溫模擬[J].農(nóng)業(yè)機械學(xué)報,2018,49(1):164-172. WANG Pengxin, LIU Li’na, LIU Junming, HU Xin. Simulation of Air Temperature within Winter Wheat Canopy by Coupling WOFOST and SHAW Models[J]. Transactions of the Chinese Society for Agricultural Machinery,2018,49(1):164-172.

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  • 收稿日期:2017-05-18
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  • 在線發(fā)布日期: 2018-01-10
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