残馀土粘土含量空间分布的插值方法

A. Satyanaga, Aswin Lim, N. Gofar
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引用次数: 1

摘要

残留的土壤覆盖着这个热带国家的一些地区,比如新加坡。众所周知,残留土壤与水平或垂直变化有关。因此,有必要有一种方法来确定土壤性质的分布,以尽量减少在建设项目开始之前需要过多的钻孔。本文提出了适合新加坡岛粘土含量空间分布的插值方法。与土壤性质的空间分布有关的通用术语称为数字土壤图。生成该地图的最佳方法的选择取决于不同的因素。因此,每种情况都需要基于插值结果进行彻底的评估和比较。本研究使用新加坡的数字高程模型及其边界。利用ArcGIS软件,采用普通克里格插值法和逆距离加权法两种插值方法,绘制了数字土壤图。在对分析结果进行回归分析的基础上,对两种方法进行交叉验证和比较。通过交叉验证验证了上述插值方法的正确性。为了验证插值结果,采用了均值误差和均方根误差。结果表明,普通克里格法可以作为一种合适的方法来生成新加坡钻孔中粘土含量的空间分布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interpolation method for spatial distribution of clay content within residual soil
Residual soil is covering some parts of the tropical country such as Singapore. It is commonly known that residual soil is associated with variability either horizontally or vertically. As a result, it is necessary to have a method to determine the distribution of soil properties to minimize the need to have an excessive amount of boreholes before the commencement of the construction project. This paper presents the suitable interpolation method for the spatial distribution of clay content across Singapore island. The common term related to the spatial distribution of soil properties is called digital soil map. The selection of the best method to generate this map depends on different factors. Therefore, each case requires a thorough evaluation and comparison based on the interpolation results. Singapore's digital elevation model and its boundary were utilized in this study. A digital soil map was developed using ArcGIS software based on two interpolation methods such as ordinary kriging, and the inverse distance weighted method. These two methods were cross-validated and compared based on the regression analysis of the analyses results. Cross-validation was performed to verify the correctness of the mentioned interpolation methods. In order to validate the interpolation results, the mean error and the root mean square error were used. The results suggest that ordinary kriging could be used as a suitable method to generate the spatial distribution of clay content obtained from boreholes in Singapore.
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