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CERES-Wheat模型中兩種蒸發(fā)蒸騰量估算方法比較研究
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“十二五”國家科技支撐計劃項目(2011BAD29B01)和國家自然科學基金項目(51179162)


Comparison of Two Crop Evapotranspiration Calculating Approaches in CSM-CERES-Wheat Model
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    摘要:

    基于CSM-CERES-Wheat模型中Priestley-Taylor (PT)和FAO56 Penman-Monteith (PM)2種蒸發(fā)蒸騰量估算方法分別模擬了冬小麥2011—2012年和2012—2013年2個生長季的累積蒸發(fā)蒸騰量、日蒸發(fā)蒸騰量,、土壤含水率,、地上干物質以及籽粒產(chǎn)量,,并對2種方法的模擬結果進行了評價和比較,。對2種方法模擬的蒸發(fā)蒸騰量值與試驗區(qū)域內大型稱量式蒸滲儀的實測結果進行了比較,結果表明,,基于PT和PM方法的CERES-Wheat模型均可以準確地模擬干旱-半干旱地區(qū)冬小麥的蒸發(fā)蒸騰量,,累積蒸發(fā)蒸騰量和日蒸發(fā)蒸騰量的誤差分別小于5.4%和3.4%。同時,,模型還可以模擬土壤水分動態(tài)情況,,在0~20cm土層,CERES-Wheat模型的模擬值與實測值的標準化均方根誤差(RRMSEn)為39.38%,,模擬結果較差,,但20cm土層以下,2種方法的模擬值與實測值的RRMSEn均小于23.1%,,且對40~60cm土層的模擬結果最好,。CERES-Wheat模型基于PT和PM方法對冬小麥在2011—2012年和2012—2013年生長季地上生物量的模擬值與實測值的RRMSEn分別為13.57%和22.76%,產(chǎn)量的RRMSEn分別為11.80%和15.42%,,模擬結果均較好,。另外,CSM-CERES-Wheat模型基于PT方法模擬的蒸發(fā)蒸騰量小于基于PM方法的模擬值,,而PT方法對土壤含水率的模擬結果高于PM方法的模擬結果,,且PT方法對地上生物量以及產(chǎn)量的模擬結果高于PM方法,用2種方法模擬的成熟期地上生物量及產(chǎn)量的RRMSEn值均在25%以內,??傊珻SM-CERES-Wheat模型采用2種方法對蒸發(fā)蒸騰量,、土壤含水率及干物質和產(chǎn)量的模擬結果均較好,,表明該模型在我國干旱-半干旱地區(qū)的應用性較好,可為該地區(qū)不同水分條件下冬小麥的生長情況提供理論支持,。

    Abstract:

    Crop water requirement is one of the most important factors in farmland water circulatory system, its accurate estimates could help with crop irrigation management. The ability of simulating evapotranspiration (ET) for CSM-CERES-Wheat model is very important, which determines the accuracy of model output parameters. The objective was to evaluate the capability of CSM-CERES-Wheat model to simulate the cumulative evapotranspiration, daily evapotranspiration and soil water content of winter wheat (Triticum aestivum L.) in 2011—2012 and 2012—2013 growing seasons under semiarid condition. The daily ET was measured by using weighing lysimeter that installed in the experimental plot. The ability of CSM-CERES-Wheat model by using two different ET calculating approaches, i.e., Priestley-Taylor (PT) and Penman-Monteith (PM), and the simulation results were evaluated and compared. Data were obtained from two experiments with three irrigation levels that were conducted under controlled condition in a rain-out shelter in Yanling, Shaanxi Province of China during the 2011—2012 and 2012—2013 growing seasons. Results showed that the simulated cumulative ET, daily ET and soil water content of CSM-CERES-Wheat model with both PT and PM approaches had great agreement with measured values, and the simulated cumulative ET and daily ET were 5.4% and 3.4% less than those of observed values, respectively. The CSM-CERES-Wheat model simulated cumulative ET for winter wheat in two growing seasons through PT approach was less than that through PM approach, the relative difference between two approaches was ranged from -3.11% to -0.05%. The model could simulate soil water content correctly as well, in the depth of 0~20cm soil layer, the RMSEn between simulated results based on two ET approaches and observed values was 39.38%, which was relatively high and not good, but below the 20cm soil depth, the RMSEn between simulation results that based on two ET approaches and observed values was less than 23.1%, and the simulation results in depth of 40~60cm soil layer got the best agreement with the observed values. The model with both PT and PM approaches simulated the above-ground biomass and grain yield accurately as well. The RMSEn of final above-ground biomass for two growing seasons were 13.57% for PT approach and 22.76% for PM approach, and RMSEn of grain yield were 11.80% for PT approach and 15.42% for PM approach, both of the simulated results had good agreement with observed values. The model using PT approach provided smaller ET and higher soil water content than those derived from PM approach as compared with measured data. Additionally, the model using PT approach provided higher final above-ground biomass and grain yield than those derived from PM approach as compared with measured data. However, the model with both two approaches could simulate the total above-ground biomass and grain yield with RMSEn within 25% of measured data. Overall, it can be concluded that the CSM-CERES-Wheat model using the two different approaches, i.e., PT and PM, was able to accurately simulate winter wheat ET and soil water content. The results also confirmed that the model could be applied in arid and semi-arid areas, and it can be used as a tool for agricultural water management and supplying the decision support for winter wheat growth in Guanzhong Plain.

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鄭珍,蔡煥杰,虞連玉,王健. CERES-Wheat模型中兩種蒸發(fā)蒸騰量估算方法比較研究[J].農(nóng)業(yè)機械學報,2016,47(8):179-191. Zheng Zhen, Cai Huanjie, Yu Lianyu, Wang Jian. Comparison of Two Crop Evapotranspiration Calculating Approaches in CSM-CERES-Wheat Model[J]. Transactions of the Chinese Society for Agricultural Machinery,2016,47(8):179-191.

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  • 收稿日期:2016-01-21
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  • 在線發(fā)布日期: 2016-08-10
  • 出版日期: 2016-08-10
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