ScholarLens Back to search
2007•Geology and ProspectingRequires access

ADVANCES OF NON-PARAMETRICAL GEOSTATISTICS

Sun Yu-jian

Open publisher page 0 citations

Abstract

Geostatistics came from solid mineral resources evaluation and is used in other fields quickly.Status of theoretical geostatistics and applied geostatistics is introduced.To reduce subjective factor in geostatistical modeling,non-parametrical geostatistics has become popular.This paper presents four kinds of variogram model for non-parametrical geostatistics.Furthermore,the concept of multiple-point geostatistics is introduced,which can represent geological phenomena intuitively via training image instead of variogram.

About this research paper

What this paper is about

Geostatistics came from solid mineral resources evaluation and is used in other fields quickly.Status of theoretical geostatistics and applied geostatistics is introduced.To reduce subjective factor in geostatistical modeling,non-parametrical geostatistics has become popular.This paper presents four kinds of variogram model for non-parametrical geostatistics.Furthermore,the concept of multiple-point geostatistics is introduced,which can represent geological phenomena intuitively via training image instead of variogram.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Geostatistics came from solid mineral resources evaluation and is used in other fields quickly.Status of theoretical geostatistics and applied geostatistics is introduced.To reduce subjective factor in geostatistical modeling,non-parametrical geostatistics has become popular.This paper presents four kinds of variogram model for non-parametrical geostatistics.Furthermore,the concept of multiple-point geostatistics is introduced,which can represent geological phenomena intuitively via training image instead of variogram.

Key concepts: Geostatistics, Variogram, Kriging, Geology, Computer science, Mathematics, Spatial variability, Statistics

Related papers

Related paper 1Related paper 2Related paper 3
Back to paper searchBrowse research topicsOriginal source
ADVANCES OF NON-PARAMETRICAL GEOSTATISTICS — Research Paper | ScholarLens