闽南山地巨尾桉生长的土壤主导因子调控模型研究
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*福建省教委科学基金资助项目(K20043)


REGULATIVE MODEL OF SOIL FACTORS FOR FAST GROWTH AND HIGH YIELD OF Eucalyptus grandis×E. Urophylla IN SOUTH FUJIAN HILLY AREA
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    摘要:

    根据巨尾桉林分生长及林下土壤调查资料,采用人工神经网络方法,探讨影响闽南山地巨尾桉生长的土壤主导因子,建立了巨尾桉生长与土壤主导因子关系的BP调控模型.结果表明:限制闽南山地巨尾桉速生丰产的土壤主导因子为土壤毛管持水量、腐殖质层厚度、土层厚度及有效磷,其与巨尾桉生长形成是一种非线性映射关系,所建立的BP模型对模拟预测巨尾桉生长具有较高的精度,平均模拟精度达96.39%,效果比传统线性回归模型来的更理想.这不仅为提高巨尾桉人工林生产力,培育速生丰产林提供科学依据,而且也为人工神经网络在选择适宜造林立地条件研究中的应用开辟新的思路.

    Abstract:

    Based on the data gathered of the growth of E.grandis×E.urophylla stands and of the soil under the stands and with the aid of a new method-artificial neural network,study was conducted on leading soil factors inf luencing growth and yield of E.grandis×E.urophylla in South Fujian hilly area.The BP model was established simulating the relationship between the leading soil factors and the growth of E.grandis×E.urophylla.The results demonstrate that the leading soil factors,i.e.,the soil capillary moisture-holding capacity,humus layer thickness,soil layer thickness and available phosphorus,are in a nonlinear mapping relationship with the growth of E.grandis×E.urophylla.The accuracy of BP model in simulating the fast growth and high yield of E.grandis×E.urophylla in South Fujian hil y area is 96.39%,fairly higher than the traditional linear regression model.Therefore,this study not only provides a basis for improving E.grandis×E.urophylla,but also opens up a new train of thought in the application of artificial neural network to the research of selecting forest-suitable sites.

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刘金福,洪伟.闽南山地巨尾桉生长的土壤主导因子调控模型研究[J].土壤学报,2001,38(4):514-521. DOI:10.11766/trxb200005280409 Liu Jin-fu, Hong Wei. REGULATIVE MODEL OF SOIL FACTORS FOR FAST GROWTH AND HIGH YIELD OF Eucalyptus grandis×E. Urophylla IN SOUTH FUJIAN HILLY AREA[J]. Acta Pedologica Sinica,2001,38(4):514-521.

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  • 收稿日期:2000-05-28
  • 最后修改日期:2000-09-07
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  • 在线发布日期: 2013-02-25
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