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Geostatistics and GIS: tools for characterizing environmental contamination.
Henshaw-SL; Curriero-FC; Shields-TM; Glass-GE; Strickland-PT; Breysse-PN
J Med Syst 2004 Aug; 28(4):335-348
Geostatistics is a set of statistical techniques used in the analysis of georeferenced data that can be applied to environmental contamination and remediation studies. In this study, the 1,1-dichloro-2,2-bis(p-chlorophenyl)ethylene (DDE) contamination at a Superfund site in western Maryland is evaluated. Concern about the site and its future clean up has triggered interest within the community because residential development surrounds the area. Spatial statistical methods, of which geostatistics is a subset, are becoming increasingly popular, in part due to the availability of geographic information system (GIS) software in a variety of application packages. In this article, the joint use of ArcGIS software and the R statistical computing environment are demonstrated as an approach for comprehensive geostatistical analyses. The spatial regression method, kriging, is used to provide predictions of DDE levels at unsampled locations both within the site and the surrounding areas where residential development is ongoing.
Statistical-analysis; Environmental-contamination; Analytical-instruments; Analytical-methods; Analytical-processes; Sampling-equipment; Sampling; Sampling-methods; Author Keywords: 1,1-dichloro-2,2-bis(p-chlorophenyl)ethylene (DDE); 1,1,1-trichloro-2,2-bis(p-chlorophenyl) ethane (DDT); kriging; R; Superfund
Frank C. Curriero Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
Issue of Publication
Journal of Medical Systems
Johns Hopkins University
Page last reviewed: March 11, 2019
Content source: National Institute for Occupational Safety and Health Education and Information Division