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不同水分脅迫情境下冬小麥生長發(fā)育的RZWQM2模擬
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國家高技術(shù)研究發(fā)展計劃(863計劃)項目(2013AA102904)、陜西省科技統(tǒng)籌創(chuàng)新工程計劃項目(2016KTZDNY03-06)、黃土高原土壤侵蝕與旱地農(nóng)業(yè)國家重點實驗室開放基金項目(A314021402-1611)、西北農(nóng)林科技大學(xué)人才專項資金項目(千人計劃)和高等學(xué)校學(xué)科創(chuàng)新引智計劃(111計劃)項目(B12007)


Simulation of Winter Wheat Growth under Different Scenarios of Water Stress with RZWQM2 Model
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    摘要:

    為提高水分脅迫條件下作物生長過程的模擬精度,根區(qū)水質(zhì)模型(Root zone water quality model 2, RZWQM2)的開發(fā)者改進了原有的水分脅迫指標(biāo)(Soil water index 1,WSI1)得到2種新的水分脅迫指標(biāo)WSI2和WSI3。其中,WSI2用Nimah and Hanks方程修正影響光合作用的脅迫系數(shù)(Soil water factor,SWFAC)中的根系吸水項;WSI3則在WSI2的基礎(chǔ)上加入了土壤蒸發(fā)項。為比較上述3種水分脅迫指標(biāo)模擬水分脅迫條件下冬小麥生長發(fā)育的精度,并對其在關(guān)中地區(qū)的適用性進行評價,首先利用2012—2013年和2013—2014年兩年度的冬小麥分段受旱試驗對RZWQM2模型進行校準(zhǔn)和驗證,然后分別選取模型中3種不同的水分脅迫因子對2年(2012—2014年)分段受旱試驗進行模擬,評價冬小麥的土壤水分動態(tài)、蒸騰總量、最終生物量和籽粒產(chǎn)量的模擬效果。結(jié)果表明:3種水分脅迫因子能較好地模擬生育后期輕度受旱條件下冬小麥的生長發(fā)育過程,但隨著受旱程度的加深和受旱時段的提前,模型的模擬精度降低;相較原有水分脅迫因子WSI1,WSI2提高了各受旱處理的模擬精度,其中2年生物量的平均RRMSE降低了2.84個百分點,籽粒產(chǎn)量的平均ARE降低了1.43個百分點,且在越冬期和拔節(jié)期受旱處理的模擬精度提高最為明顯。綜上,現(xiàn)有RZWQM2模型對冬小麥?zhǔn)芎堤幚淼哪M還存在一定局限性,可從改善物候期和ET模擬精度及加入旱后復(fù)水對冬小麥生長的補償效應(yīng)等方面進一步研究和改進。如需利用現(xiàn)有模型對水分脅迫條件下冬小麥生長發(fā)育過程進行模擬,建議選用WSI2。

    Abstract:

    Aiming to improve its ability to simulate crop growth and yield under different scenarios of soil water stress, the current stress factors of water stress index 1 (WSI1) was modified and two more different indices of WSI2 and WSI3 were created for the root zone water quality model (RZWQM2). The index of WSI2 was based on a modification of the soil water factor (SWFAC) for photosynthesisrelated processes in RZWQM2 using daily potential root water uptake calculated by the Nimah and Hanks approach. The index of WSI3 was based on WSI2 but with new terms accounting for the stress due to additional heating of the canopy by unused energy for potential soil evaporation in both the supply and demand terms of WSI2. The RZWQM2 model and these three different water stress indices were evaluated by using the data of soil water, total transpiration, biomass and grain yield obtained from a winter wheat experiment conducted under different water stress scenarios at different growing stages in two consecutive growth seasons of 2012—2013 and 2013—2014. The results showed that these three water stress indices were all able to correctly simulate the dynamic changes of winter wheat growth and soil water content when water stress occurred during the heading and grainfilling stages. However, when water stress occurred earlier and severer, the simulation accuracy became lower. Generally, the water stress index of WSI2 was better than WSI1 under different scenarios, since the relative root mean square error (RRMSE) for biomass was decreased by 2.84 percentage point, and the absolute relative error (ARE) for yield was decreased by 1.43 percentage point, especially when water stress occurred during the wintering and greening stages. In general, there were still some limitations for the RZWQM2 model to simulate winter wheat growth under arid conditions. Thus, the RZWQM2 model can be further improved in the following aspects, such as the response of phenology to soil water stress, the improvement of ET simulation, and the compensation effect of rehydration on winter wheat after long water stress. It was suggested that model users should choose WSI2, if the RZWQM2 model was expected to simulate the response of winter wheat to soil water stress.

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蔣騰聰,竇子荷,姚寧,馮浩,于強,何建強.不同水分脅迫情境下冬小麥生長發(fā)育的RZWQM2模擬[J].農(nóng)業(yè)機械學(xué)報,2018,49(7):205-216. JIANG Tengcong, DOU Zihe, YAO Ning, FENG Hao, YU Qiang, HE Jianqiang. Simulation of Winter Wheat Growth under Different Scenarios of Water Stress with RZWQM2 Model[J]. Transactions of the Chinese Society for Agricultural Machinery,2018,49(7):205-216.

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  • 收稿日期:2018-01-19
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  • 在線發(fā)布日期: 2018-07-10
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