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滴灌加工番茄葉面積,、干物質(zhì)生產(chǎn)與積累模擬模型
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高等學(xué)校博士學(xué)科點(diǎn)專項(xiàng)科研資金資助項(xiàng)目(20096518110002),、石河子大學(xué)高層次人才資助項(xiàng)目(RCSX200904)和兵團(tuán)農(nóng)業(yè)科技攻關(guān)資助項(xiàng)目(2011BA009)


Simulation of Leaf Area, Dry Matter Production and Accumulation of Processing Tomato with Drip Irrigation
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    摘要:

    以生理發(fā)育時(shí)間為時(shí)間尺度,,建立了基于生理發(fā)育時(shí)間(PDT)的加工番茄葉面積指數(shù) (LAI),、比葉面積 (SLA)模擬模型,,并將葉面積指數(shù)模型與基于生理生態(tài)過(guò)程的光合作用和干物質(zhì)生產(chǎn)模型相結(jié)合,,構(gòu)建了滴灌加工番茄干物質(zhì)生產(chǎn)與積累的模擬模型,。結(jié)果表明:PDT法對(duì)加工番茄葉面積指數(shù)(LAI)與1〖DK〗∶1直線間的決定系數(shù)R2,、根均方差(RMSE)和模型效率指數(shù)(ME)分別為0.926 5、12.87%、0.972 4,;SLA法模擬葉面積指數(shù)的預(yù)測(cè)結(jié)果與1∶1直線間的R2,、RMSE和ME分別為0.675 8、42.24%,、0.712 4,。本模型對(duì)加工番茄地上部干物質(zhì)量的預(yù)測(cè)結(jié)果與1〖DK〗∶1直線間的R2、RMSE和ME分別為0.990 3,、11.91%,、0.990 1;而SLA法對(duì)加工番茄地上部干物質(zhì)量的預(yù)測(cè)結(jié)果與1∶1直線間的R2,、RMSE和ME分別為0.895 6,、31.29%、0.750 4,。與SLA法相比,,PDT法在改善加工番茄葉面積指數(shù)預(yù)測(cè)精度的同時(shí)亦提高了干物質(zhì)量的預(yù)測(cè)精度。

    Abstract:

    The leaf area index (LAI) and specific leaf area (SLA) simulation model of processing tomato with drip irrigation were developed based on the accumulated physiological development time after emergence (PDT). Then a simulation of leaf area, dry matter production and accumulation of processing tomato with drip irrigation was developed based on physiological and ecological processes of photosynthesis and dry matter production simulation model. The results showed that when using the model based on PDT, the coefficient of determination (R2), root mean squared error (RMSE) and modelling efficiency indexes (ME) between simulated and measured leaf area index based on the 1∶1 line were 0.926 5, 12.87% and 0.972 4, respectively. However, when using the model based on SLA, the R2, RMSE and ME between simulated and measured LAI based on the 1∶1 line were 0.675 8, 42.24%, and 0.712 4, respectively. When using the model based on PDT, the R2, RMSE and ME between simulated and measured aboveground dry matter weight based on the 1∶1 line were 0.990 3, 11.91% and 0.990 1, respectively. However, when using the model based on SLA, the R2, RMSE and ME between simulated and measured aboveground dry matter weight based on the 1∶1 line were 0.895 6, 31.29% and 0.750 4, respectively. Compared with the SLA method, PDT method to improve the processing tomato leaf area index prediction accuracy while also improving the prediction accuracy of the aboveground dry matter weight.

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王 新,刁 明,馬富裕,樊 華,崔 靜,何海兵.滴灌加工番茄葉面積,、干物質(zhì)生產(chǎn)與積累模擬模型[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2014,45(2):161-168. Wang Xin, Diao Ming, Ma Fuyu, Fan Hua, Cui Jing, He Haibing. Simulation of Leaf Area, Dry Matter Production and Accumulation of Processing Tomato with Drip Irrigation[J]. Transactions of the Chinese Society for Agricultural Machinery,2014,45(2):161-168.

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  • 收稿日期:2013-09-12
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  • 在線發(fā)布日期: 2014-02-10
  • 出版日期: 2014-02-10
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