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田間持水率土壤傳輸函數(shù)研究
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國家自然科學(xué)基金資助項(xiàng)目(40671081);山西省科技攻關(guān)項(xiàng)目(20100311124)


Soil Transfer Functions of Field Moisture Capacity
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    摘要:

    基于不同土壤質(zhì)地、結(jié)構(gòu)、有機(jī)質(zhì)含量條件下的田間持水率測定,分析了影響田間持水率的主導(dǎo)因素。利用多元線性、非線性模型和BP神經(jīng)網(wǎng)絡(luò)模型,建立了田間持水率與常規(guī)土壤理化性能參數(shù)間的不同傳輸函數(shù)。結(jié)果表明:土壤干容重、粉粒含量、黏粒含量以及土壤有機(jī)質(zhì)含量等常規(guī)土壤理化性能參數(shù)對(duì)田間持水率都有較大影響;通過這些傳輸函數(shù)預(yù)測田間持水率都是可行的,具有較高的預(yù)測精度(相對(duì)誤差小于10%),BP神經(jīng)網(wǎng)絡(luò)模型預(yù)測效果最好(相對(duì)誤差3.24%)。

    Abstract:

    Based on field capacity test with different soil structures, soil texture and organic matter content, the dominant factors impacting the soil field capacity were analyzed. With the multiple linear regression model, multiple non-linear regression model and BP model method, the different transfer functions between field capacity and soil physical and chemical properties were set. The result showed that these conventional physical and chemical performance parameters of soils, including dry density, silt content and clay content of soil structure, soil texture and soil organic matter content, all had significant impact on field-water capacity. It was feasible to forecast field specific retention by the different transfer functions, which had higher prediction accuracy (relative error less than 10%) and BP model was the best (relative error was 3.24%).

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韓勇鴻,樊貴盛,孔令超.田間持水率土壤傳輸函數(shù)研究[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2013,44(9):62-67. Han Yonghong, Fan Guisheng, Kong Lingcha. Soil Transfer Functions of Field Moisture Capacity[J]. Transactions of the Chinese Society for Agricultural Machinery,2013,44(9):62-67.

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  • 在線發(fā)布日期: 2013-09-11
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