EVALUATION AND COMPARISON OF SPATIAL INTERPOLATORS .2.

被引：94

作者：

WEBER, DD ^{[1
]}

ENGLUND, EJ ^{[1
]}

机构：

[1] US EPA,ENVIRONM MONITORING SYST LAB,LAS VEGAS,NV 89193

来源：

MATHEMATICAL GEOLOGY | 1994年 / 26卷 / 05期

关键词：

KRIGING; GEOSTATISTICS; SPATIAL ESTIMATION; INVERSE-DISTANCE ESTIMATION;

D O I：

10.1007/BF02089243

中图分类号：

P [天文学、地球科学];

学科分类号：

07 ;

摘要：

The performance of several variations on ordinary kriging and inverse distance estimators is evaluated. Mean squared errors (MSE) were calculated for estimates made on multiple resamplings from five exhaustive data bases representing two distinctly different types of estimation problem. Ordinary kriging, when performed with variograms estimated from the sample data, was more robust than inverse-distance methods to the type of estimation problem, and to the choice of estimation parameters such as number of neighbors.

引用

页码：589 / 603

页数：15