ON THE STABILITY OF THE 2D INTERPOLATION ALGORITHMS WITH UNCERTAIN DATA

Citation
Jl. Lamotte et F. Delay, ON THE STABILITY OF THE 2D INTERPOLATION ALGORITHMS WITH UNCERTAIN DATA, Mathematics and computers in simulation, 43(2), 1997, pp. 183-201
Citations number
23
Categorie Soggetti
Computer Sciences",Mathematics,"Computer Science Interdisciplinary Applications","Computer Science Software Graphycs Programming
ISSN journal
03784754
Volume
43
Issue
2
Year of publication
1997
Pages
183 - 201
Database
ISI
SICI code
0378-4754(1997)43:2<183:OTSOT2>2.0.ZU;2-8
Abstract
In Earth Sciences, the 2D interpolation methods are used to make maps and vertical sections from a set of point data. Since every measure ha s an uncertainty, the aim of this paper is to study the sensitivity of the three most often used methods (weighting method, kriging and cokr iging). The results are as follows. the three methods are more sensiti ve to an error of localization in space than to an error of measure. T he geostatistical methods prove their worth by showing a more robust b ehavior as regard to the errors than the analytical ones.