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Analysis and prediction of spatial d...

He, Jie Yamacuo.

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Analysis and prediction of spatial data using GIS statistical analysis software "Geostatistical Analyst": A case study of MTBE contamination in groundwater at the city of Temecula, Riverside County, California.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Analysis and prediction of spatial data using GIS statistical analysis software "Geostatistical Analyst": A case study of MTBE contamination in groundwater at the city of Temecula, Riverside County, California./
Author:	He, Jie Yamacuo.
Description:	68 p.
Notes:	Source: Masters Abstracts International, Volume: 42-02, page: 0440.
Contained By:	Masters Abstracts International42-02.
Subject:	Geography. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=1416186

Analysis and prediction of spatial data using GIS statistical analysis software "Geostatistical Analyst": A case study of MTBE contamination in groundwater at the city of Temecula, Riverside County, California.
He, Jie Yamacuo.

Analysis and prediction of spatial data using GIS statistical analysis software "Geostatistical Analyst": A case study of MTBE contamination in groundwater at the city of Temecula, Riverside County, California. - 68 p.

Source: Masters Abstracts International, Volume: 42-02, page: 0440.

Thesis (M.A.)--California State University, Fullerton, 2003.

MTBE has been classified by U.S. Environmental Protection Agency (USEPA) as a possible human carcinogen. It is highly soluble in water and widely spread into surface water and groundwater resources.Subjects--Topical Terms:

524010
Geography.

Analysis and prediction of spatial data using GIS statistical analysis software "Geostatistical Analyst": A case study of MTBE contamination in groundwater at the city of Temecula, Riverside County, California.
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035 $a (UnM)AAI1416186
035 $a AAI1416186
040 $a UnM $c UnM
100 1 $a He, Jie Yamacuo. $3 1947612
245 1 0 $a Analysis and prediction of spatial data using GIS statistical analysis software "Geostatistical Analyst": A case study of MTBE contamination in groundwater at the city of Temecula, Riverside County, California.
300 $a 68 p.
500 $a Source: Masters Abstracts International, Volume: 42-02, page: 0440.
500 $a Chair: William Lloyd.
502 $a Thesis (M.A.)--California State University, Fullerton, 2003.
520 $a MTBE has been classified by U.S. Environmental Protection Agency (USEPA) as a possible human carcinogen. It is highly soluble in water and widely spread into surface water and groundwater resources.
520 $a This thesis utilizes the Geostatistical Analyst software to perform statistical analysis of MTBE concentration data and map its distribution in groundwater in the City of Temecula. It first explores the spatial data distribution and autocorrelationship of the dataset, and then it uses a kriging method to conduct the structural data analysis. The validation function is used to assess the accuracy of the prediction. Finally a prediction map of MTBE concentrations is generated for the study area. A probability map is created to evaluate the probability that groundwater MTBE concentration exceeds a predefined threshold at any location in the subject area.
520 $a The thesis concludes that the Geostatistical Analyst is well developed and has great potential for analyzing, predicting and mapping spatial data.
590 $a School code: 6060.
650 4 $a Geography. $3 524010
650 4 $a Environmental Sciences. $3 676987
650 4 $a Hydrology. $3 545716
690 $a 0366
690 $a 0768
690 $a 0388
710 2 0 $a California State University, Fullerton. $3 1017845
773 0 $t Masters Abstracts International $g 42-02.
790 1 0 $a Lloyd, William, $e advisor
790 $a 6060
791 $a M.A.
792 $a 2003
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=1416186