Automatic Variogram Modeling by Iterative Least Squares: Univariate and Multivariate Cases

In this paper, we propose a new methodology to automatically find a model that fits on an experimental variogram. Starting with a linear combination of some basic authorized structures (for instance, spherical and exponential), a numerical algorithm is used to compute the parameters, which minimize...

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Veröffentlicht in:	Mathematical geology 2013-05, Vol.45 (4), p.453-470
Hauptverfasser:	Desassis, N., Renard, D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Areal geology. Maps Chemistry and Earth Sciences Computer Science Earth and Environmental Science Earth Sciences Earth, ocean, space Exact sciences and technology Geologic maps, cartography Geostatistics Geotechnical Engineering & Applied Earth Sciences Hydrogeology Iterative methods Least squares method Mathematical analysis Mathematical models Mathematics Numerical analysis Physics Statistical analysis Statistics Statistics for Engineering Statistics Theory
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