2016 NGWA Groundwater Summit

Ranking of the Remedial Priority of Contaminated Sites Using a Fuzzy Rule Based System

Monday, April 25, 2016
Confluence Ballroom Foyer (The Westin Denver Downtown)
Aysegul Aksoy , Environmental Engineering Department, Middle East Technical University, Ankara, Turkey
Kahraman Unlu , Environmental Engineering Department, Middle East Technical University, Ankara, Turkey
Sener Polat , Mitto Mining, Ankara, Turkey

Ranking of contaminated sites for remedial priority is a concern especially for orphan sites. Ranking may be required to allocate limited resources efficiently given temporal and financial constraints. For this purpose, high quality data may be required for comparison of the severity of pollution at different sites. Yet, in most cases, input parameters relevant to contaminant fate, transport, and exposure are vague or not precise. In this study, an alternative remedial priority ranking system is developed which considers the vagueness in parameters relevant to contaminant fate, transport, and exposure pathways in ranking of the remedial priority of contaminated sites. The system is based on fuzzy theory. Potential human health risks due to contamination are assessed using sufficiently comprehensive and readily available parameters in describing the fate and transport of contaminants in air, soil and groundwater. The system was incorporated into software for ease in application. Rankings were employed for different contamination cases of varying levels of severity. Results indicated success in distinguishing between higher and lower risk cases.  

Aysegul Aksoy, Environmental Engineering Department, Middle East Technical University, Ankara, Turkey
Prof. Dr. Aksoy received her PhD from the Civil Engineering Department of the University of Virginia in 2000. She has been employed as a full-time faculty at the Environmental Engineering Department of the Middle East Technical University, Ankara, Turkey. She is working on groundwater and surface water quality modeling and environmental systems analysis. She is currently at Stanford University as a visiting scholar.



Kahraman Unlu, Environmental Engineering Department, Middle East Technical University, Ankara, Turkey
Prof. Dr. Unlu received his PhD from the University of California at Davis. He has been employed as a full-time faculty at the Environmental Engineering Department of the Middle East Technical University, Ankara, Turkey. His research interests include development, numerical implementation and application of mathematical models for flow and contaminant transport in subsurface and waste disposal systems, management of solid and hazardous wastes, contaminated site remediation.


Sener Polat, Mitto Mining, Ankara, Turkey
Sener Polat received his M.S. in 2010 from the Environmental Engineering Department of the Middle East Technical University. He is currently employed at a mining firm in Ankara.