Evaluation of extremely asymmetric types of distributions of geofeatures values

Statistical and geometric patterns were disclosed that are inherent to extremely asymmetric types of formation of stochastic frequencies of geofeatures values with the help of the exponential, probabilistic, structural, and Zipf distribution laws, which are most often used to describe them. A sophi...

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Main Authors: Azimkhan Kurmankozhayev, Guldana Syzdykova
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2015-10-01
Series:Geodesy and Cartography
Subjects:
Online Access:https://journals.vgtu.lt/index.php/GAC/article/view/2845
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spelling doaj-d9cc16cd955d4908afede108688b1c502021-07-02T05:00:43ZengVilnius Gediminas Technical UniversityGeodesy and Cartography2029-69912029-70092015-10-0141310.3846/20296991.2015.1086127Evaluation of extremely asymmetric types of distributions of geofeatures valuesAzimkhan Kurmankozhayev0Guldana Syzdykova1Department Of Mine Survey And Geodesy, Kazakh National Technical University after K. I. Satpayev, 050300 Almaty, 22 Satpayev street, KazakhstanDepartment Of Mine Survey And Geodesy, Kazakh National Technical University after K. I. Satpayev, 050300 Almaty, 22 Satpayev street, Kazakhstan Statistical and geometric patterns were disclosed that are inherent to extremely asymmetric types of formation of stochastic frequencies of geofeatures values with the help of the exponential, probabilistic, structural, and Zipf distribution laws, which are most often used to describe them. A sophisticated pattern with exponential and hyperbolic nature of the probabilistic frequencies formation development was found. Based on these features, a leading concept of using major structure-forming characteristics of the distribu- tion of variable parameters as desired theoretical distribution function was used for parameterization of an extremely asymmetric distribution model. A median and modal frequency of geofeatures distribution were defined as the theoretical parameters of the desired distribution model. A structure was constructed and formulas were derived for determination of the statistical characteristics of the recommended distribution model. Approbation of the distribution model was conducted on an example of morphometric signs empirical distributions among the localities of varying complexity and qualitative indicators of a number of gold and rare metal deposits; inhesion of its approxi- mating power and flexibility of use was revealed. https://journals.vgtu.lt/index.php/GAC/article/view/2845modelextremely-asymmetric distributionevaluationparametergeoresourse
collection DOAJ
language English
format Article
sources DOAJ
author Azimkhan Kurmankozhayev
Guldana Syzdykova
spellingShingle Azimkhan Kurmankozhayev
Guldana Syzdykova
Evaluation of extremely asymmetric types of distributions of geofeatures values
Geodesy and Cartography
model
extremely-asymmetric distribution
evaluation
parameter
georesourse
author_facet Azimkhan Kurmankozhayev
Guldana Syzdykova
author_sort Azimkhan Kurmankozhayev
title Evaluation of extremely asymmetric types of distributions of geofeatures values
title_short Evaluation of extremely asymmetric types of distributions of geofeatures values
title_full Evaluation of extremely asymmetric types of distributions of geofeatures values
title_fullStr Evaluation of extremely asymmetric types of distributions of geofeatures values
title_full_unstemmed Evaluation of extremely asymmetric types of distributions of geofeatures values
title_sort evaluation of extremely asymmetric types of distributions of geofeatures values
publisher Vilnius Gediminas Technical University
series Geodesy and Cartography
issn 2029-6991
2029-7009
publishDate 2015-10-01
description Statistical and geometric patterns were disclosed that are inherent to extremely asymmetric types of formation of stochastic frequencies of geofeatures values with the help of the exponential, probabilistic, structural, and Zipf distribution laws, which are most often used to describe them. A sophisticated pattern with exponential and hyperbolic nature of the probabilistic frequencies formation development was found. Based on these features, a leading concept of using major structure-forming characteristics of the distribu- tion of variable parameters as desired theoretical distribution function was used for parameterization of an extremely asymmetric distribution model. A median and modal frequency of geofeatures distribution were defined as the theoretical parameters of the desired distribution model. A structure was constructed and formulas were derived for determination of the statistical characteristics of the recommended distribution model. Approbation of the distribution model was conducted on an example of morphometric signs empirical distributions among the localities of varying complexity and qualitative indicators of a number of gold and rare metal deposits; inhesion of its approxi- mating power and flexibility of use was revealed.
topic model
extremely-asymmetric distribution
evaluation
parameter
georesourse
url https://journals.vgtu.lt/index.php/GAC/article/view/2845
work_keys_str_mv AT azimkhankurmankozhayev evaluationofextremelyasymmetrictypesofdistributionsofgeofeaturesvalues
AT guldanasyzdykova evaluationofextremelyasymmetrictypesofdistributionsofgeofeaturesvalues
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