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Consistency of the semivariogram-fitting error on ordinary kriging prediction


Article Information

Title: Consistency of the semivariogram-fitting error on ordinary kriging prediction

Authors: Nur Ali Amri, Abdul Aziz Jemain, Ahmad Fudholi

Journal: ARPN Journal of Engineering and Applied Sciences

HEC Recognition History
Category From To
Y 2023-07-01 2024-09-30
Y 2022-07-01 2023-06-30
Y 2021-07-01 2022-06-30
X 2020-07-01 2021-06-30

Publisher: Khyber Medical College, Peshawar

Country: Pakistan

Year: 2017

Volume: 12

Issue: 4

Language: English

Categories

Abstract

Kriging is a construction method that is primarily built based on the structure of experimental semivariograms and the power of fitting. The two functions, i.e., classical and robust semivariograms, are used in the current study. The emivariograms are fitted using two approaches, namely, ordinary least squares and weighted least squares, whereas the spherical and exponential functions are utilized for the theoretical model. The estimation precision is calculated using the root mean square error. The error use of the root mean squares for predictions was tested using the mean absolute deviation.


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