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Basic steps in geostatisticsthe vari...

Oliver, Margaret A.

Basic steps in geostatisticsthe variogram and kriging /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Basic steps in geostatisticsby Margaret A. Oliver, Richard Webster.
其他題名:	the variogram and kriging /
作者:	Oliver, Margaret A.
其他作者:	Webster, Richard.
出版者:	Cham :Springer International Publishing :2015.
面頁冊數:	x, 100 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	GeologyStatistical methods.
電子資源:	http://dx.doi.org/10.1007/978-3-319-15865-5
ISBN:	9783319158655 (electronic bk.)

Basic steps in geostatisticsthe variogram and kriging /
Oliver, Margaret A.

Basic steps in geostatisticsthe variogram and kriging /[electronic resource] :by Margaret A. Oliver, Richard Webster. - Cham :Springer International Publishing :2015. - x, 100 p. :ill., digital ;24 cm. - SpringerBriefs in agriculture,2211-808X. - SpringerBriefs in agriculture..

1. Introduction -- 1.1. Background to Geostatistics -- 1.2. Applications of geostatistics -- 1.3. Sampling -- 1.4. The Essence of Geostatistics -- 2. Regionalized Variable Theory -- 2.1. Random Variables and Regionalized Variable Theory -- 3. The Variogram and Modelling -- 3.1. The Experimental Variogram -- 3.2. Factors Affecting the Reliability of Experimental Variograms -- 3.3. Modelling the Variogram -- 3.4. Factors Affecting the Reliability of Variogram Models -- 4. Geostatistical Prediction: Kriging -- 4.1. Introduction -- 4.2. Theory -- 4.3. Cross-validation -- 4.4. Summary -- 5. Sampling -- 5.1. Sampling for the Variogram -- 5.2. Sampling Plans for Mapping -- 5.3. Summary -- 6. Dealing with Trend -- 6.1. Trend -- 6.2. Example -- 6.3. Illustration from a Case Study -- 6.4. Summary.

This brief will provide a bridge in succinct form between the geostatistics textbooks and the computer manuals for 'push-button' practice. It is becoming increasingly important for practitioners, especially neophytes, to understand what underlies modern geostatistics and the currently available software so that they can choose sensibly and draw correct conclusions from their analysis and mapping. The brief will contain some theory, but only that needed for practitioners to understand the essential steps in analyses. It will guide readers sequentially through the stages of properly designed sampling, exploratory data analysis, variography (computing the variogram and modelling it), followed by ordinary kriging and finally mapping kriged estimates and their errors. There will be short section on trend and universal kriging. Other types of kriging will be mentioned so that readers can delve further in the substantive literature to tackle more complex tasks.

ISBN: 9783319158655 (electronic bk.)

Standard No.: 10.1007/978-3-319-15865-5doiSubjects--Topical Terms:

191971
Geology
--Statistical methods.

LC Class. No.: QE33.2.S82

Dewey Class. No.: 550.72

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