Пространственный анализ и геостатистическая интерполяция для моделирования распределения данных на поверхности (Spatial Analysis and Geostatistical Interpolation for Modeling Data Distribution on the Surface)

Information and Telecommunication Technologies. Education, Science and Practice. Proc. 2nd Int'l Sci.-Pract. Conf. Satbayev Kazakh National Technical University (KazNITU). Ed. B. S. Akhmetov. Vol. 1. Almaty, Kazakhstan: KazNITU Press, 2015, pp. 214–217. isbn: 978-601-228-811-7 (in Russian)

4 Pages Posted: 6 Feb 2019 Last revised: 13 Feb 2019

See all articles by Polina Lemenkova

Polina Lemenkova

Schmidt Institute of Physics of the Earth, Russian Academy of Sciences

Date Written: December 3, 2015

Abstract

Russian Abstract: Работа рассматривает применение методов моделирования и интерполяции пространственных данных при геоинформационном картографировании. Составление карт загрязнения при экологическом мониторинге сталкивается с техническими проблемами, которые были рассмотрены в настоящей статье: выбор оптимальных методов обработки данных: построение гридов, кригинг, экстра- и интерполирование точечных данных.

English Abstract: The paper briefly reports the application of the modeling and interpolation methods applied for spatial data in GIS mapping. The mapping of water pollution aimed at environmental monitoring has certain with technical problems discussed in the current paper. It suggests the choice of the optimal methods of data processing, such as griding, krigging, extrapolation and interpolation of the spatial data.

Note: Downloadable document is in Russian.

Keywords: interpolation, modelling, data analysis, GIS

JEL Classification: Q01, Q25, Q34, Q35, Q50, Q51, Q54, Q55, Q56, Q57

Suggested Citation

Lemenkova, Polina, Пространственный анализ и геостатистическая интерполяция для моделирования распределения данных на поверхности (Spatial Analysis and Geostatistical Interpolation for Modeling Data Distribution on the Surface) (December 3, 2015). Information and Telecommunication Technologies. Education, Science and Practice. Proc. 2nd Int'l Sci.-Pract. Conf. Satbayev Kazakh National Technical University (KazNITU). Ed. B. S. Akhmetov. Vol. 1. Almaty, Kazakhstan: KazNITU Press, 2015, pp. 214–217. isbn: 978-601-228-811-7 (in Russian), Available at SSRN: https://ssrn.com/abstract=3323318

Polina Lemenkova (Contact Author)

Schmidt Institute of Physics of the Earth, Russian Academy of Sciences ( email )

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