Comparison of spatial interpolation methods based on ArcGIS

Comparison of spatial interpolation methods based on ArcGIS
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基于ArcGIS的空间插值方法比较

DOI:
10.1088/1742-6596/1961/1/012050
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发表时间:
2021
期刊:
Journal of Physics: Conference Series
影响因子:
--
通讯作者:
Tianfeng Yan
Tianfeng Yan
中科院分区:
--
文献类型:
--
作者:
Zenglu Liu;Tianfeng Yan

文献摘要

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空间插值算法是根据已知数据对研究区域进行预测的算法,其精度的研究具有重要意义。在不同的应用场景中,应选择精度较高的插值方法。基于ArcGIS平台,对反距离加权法和克里格法进行实验分析,为不同应用场景下插值方法的选择提供参考。
Spatial interpolation algorithm is based on known data to predict the study area, its accuracy is of great significance to research. In different application scenarios, the interpolation method with higher accuracy should be selected. Based on ArcGIS, this paper conducts experimental analysis on inverse distance weighting method and Kriging method, so as to provide a reference for the selection of interpolation method in different application scenarios.