Interpolation methods comparison

被引:135
作者
Caruso, C
Quarta, F
机构
[1] CISE SpA, I-20090 Segrate, MI, Italy
[2] ENEL SpA, DTI, VDA, I-20099 Sesto San Giovanni, MI, Italy
关键词
spatial interpolation; spatial analysis; methods comparison;
D O I
10.1016/S0898-1221(98)00101-1
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In many fields, spatial interpolation is used to evaluate physical data in a continuous domain. The many different techniques offer different performances, according to the characteristics of initial data points. The aim of this paper is to provide help in choosing and evaluating the technique that best suits the data set: a few indices measure the quality of interpolation by different viewpoints. An extensive test-case is reported, involving four different interpolation methods. Data sets are generally connected with environmental topics or taken from literature. (C) 1900 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:109 / 126
页数:18
相关论文
共 15 条
[1]   IDENTIFICATION AND OPTIMAL ESTIMATION OF RANDOM-FIELDS FROM SCATTERED POINT-WISE DATA [J].
BASTIN, G ;
GEVERS, M .
AUTOMATICA, 1985, 21 (02) :139-155
[2]   MACHINE CONTOURING USING MINIMUM CURVATURE [J].
BRIGGS, IC .
GEOPHYSICS, 1974, 39 (01) :39-48
[3]  
Crain IK, 1967, GEOEXPLORATION, V5, P173
[4]   SCATTERED DATA INTERPOLATION - TESTS OF SOME METHODS [J].
FRANKE, R .
MATHEMATICS OF COMPUTATION, 1982, 38 (157) :181-200
[5]  
FRANKE R, NPS5379003 TR
[6]  
Guarascio M, 1976, ADV GEOSTATISTICS MI, P279
[7]   MULTIQUADRIC EQUATIONS OF TOPOGRAPHY AND OTHER IRREGULAR SURFACES [J].
HARDY, RL .
JOURNAL OF GEOPHYSICAL RESEARCH, 1971, 76 (08) :1905-+
[8]   SPATIAL INTERPOLATION METHODS - A REVIEW [J].
LAM, NSN .
AMERICAN CARTOGRAPHER, 1983, 10 (02) :129-149
[9]  
MATHERON G, 1980, N667 EC MIN PAR CTR
[10]  
MATHERON G, CAHIERS CTR MORPHOLO, V5, P221