Home  /  Sigmae  /  Vol: 7 Núm: 1 Par: 0 (2018)  /  Article
ARTICLE
TITLE

Theoretical Estimation of the Sampling Size of Geostatistics considering Gaussian Variogram Model

SUMMARY

In Classical Geostatistics or Design Based Geostatistics, there is a great need for research that creates and/or explores methods of geospatial data sampling. In addition to this complex subject, some papers present solutions that use theoretical and practical mechanisms from different areas of scientific knowledge addressing specific demands of researches in the field. The purpose of this paper is to apply the Electrical Signal Information Theory, especially considering the Nyquist Rate Theorem, to determine an optimal size for georeferenced samples using a regular quadratic grid based on the spatial dependence Gaussian model. We expect to achieve a necessary sampling density to rebuild population maps of variables in which the following regularity conditions required in geostatistics were certified: 1st and 2nd order stationarity and/or stationarity of the variogram, absence of outliers and trends, and isotropic variogram. As a result, we can state that from the data set used, the greatest distance between points of the regular quadratic grid is nearly 30% of the practical range observed on the variogram of the first experimental sample.

 Articles related

V.P.S. Naidu, Girija G., J.R. Raol    

The launch and impact points of a flight trajectory are estimated using U-D Kalman filterand Rauch-Tung-Striebel (R-T-S) smoother. Algorithms are implemented in PC MATLAB andvalidated using simulated data. The filter performance is evaluated in terms of ... see more


V.S. Srinivasan    

A theoretical method of estimating the most general form of probability density functions of random variables has been described. The estimated probability density function depends on themean value of exponential dimrbut~ono f the lnlt~arla ndom variable... see more


Vasil Lyashenko,Oleh Khomenko,Fedor Topolnij,Vladimir Golik    

The object of research is the technology and facilities for underground mining of ores in the disrupted massifs. One of the most problematic places is the formation of man-made voids; which influence the occurrence and redistribution of stress-strain sta... see more


Vasil Lyashenko,Oleh Khomenko,Vladimir Golik,Fedor Topolnij,Olha Helevera    

The object of research is the technology and technical means to clear the voids during the underground mining of ores in the disturbed arrays. One of the most problematic places is the filling of man-made voids that affect the occurrence and redistributi... see more


Volodymyr Blintsov,Pavlo Kucenko    

The object of research is the design technology of towed underwater systems for shallow waters. The subject of research is ways to increase productivity and reduce the cost of designing and manufacturing towed underwater systems.During the research, the ... see more