土壤速效磷含量空问插值方法比较研究

Comparison of interpolation methods for content of soil available phosphor

  • 摘要: 采用土壤空间变异及其插值方法,对上海五四农场现代化农业园区水稻田60m×60m 间隔采样,得到280个土壤有机质含量、速效磷、速效钾、全N、全P等采样数据,用逆距离加权、球面多项式、局部多项式、辐射基础函数、简单克立格、通用克立格、平常克立格(指数模型、球形模型、高斯模型、静态模型)等插值方法,对该区土壤速效磷含量的140采样点进行插值,得到各种插值的速效磷连续空1'4分布,将插值所得拟合值与同期测得的另140个采样点数据进行比较,则局部多项式插值、球面多项式和3种克立格插值方法效果较好,其中局部多项式插值方法效果最佳,平常克立格的静态模型、高斯模型和球形模型插值效果较佳。

     

    Abstract: Using the spatial variations of soil and the interpolation methods and with the sampling interval of 60m ×60m,the experiment gets 280 sample data about organic matter content,available P,available K ,total N ,total P and soon.And with the interpolation methods,such as inverse distance weighted,global polynomial,local polynomial,radial basic function,simple Kriging,universal Kriging and ordinary Kriging(exponential model,spherical model,Gauss model and stable mode1),the soi1 available P of 140 samples are interpolated and the consecutive spatia1 distributions in different interpo lation methods are obtained.Comparing the prediction values with another 140 samples,the interpolation methods like local polynomial,global polynomial and three kinds of Kriging are better,and the exponential model,spherical model and Gaus model of ordinary Kriging are much better,and the local polynomial is the best one of all methods.

     

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