TY - JOUR
T1 - A field demonstration of the entropy-weighted fuzzy DRASTIC method for groundwater vulnerability assessment
AU - Yu, Cheng
AU - Zhang, Baoxiang
AU - Yao, Yingying
AU - Meng, Fanhai
AU - Zheng, Chunmiao
PY - 2012/10
Y1 - 2012/10
N2 - Groundwater vulnerability assessment based on the DRASTIC index has been widely used since the 1980s to map potential risks of groundwater contamination. However, its applicability and usefulness are affected by two uncertain and subjective factors. One is the discretization of continuous input variables and the other is the assignment of different weights to the index variables. In this study, an entropy-weighted fuzzy-optimization approach was developed to augment and improve the classic DRASTIC method by reducing the uncertainties associated with variable discretization and weight assignment. The modified DRASTIC method was applied to a study site in Shandong, north China. The entropy-weighted fuzzy-optimization approach is shown to provide a more rigorous delineation of the relative vulnerability distribution. Meanwhile, the new approach does not require the use of more parameters. The results suggest that this approach significantly improves and enhances the ability of the classic DRASTIC method in a more systematic and rigorous way.Editor D. KoutsoyiannisCitation Yu, C., Zhang, B.X., Yao, Y.Y., Meng, F.H., and Zheng, C.M., 2012. A field demonstration of the entropy-weighted fuzzy DRASTIC method for groundwater vulnerability assessment. Hydrological Sciences Journal, 57 (7), 1420-1432.
AB - Groundwater vulnerability assessment based on the DRASTIC index has been widely used since the 1980s to map potential risks of groundwater contamination. However, its applicability and usefulness are affected by two uncertain and subjective factors. One is the discretization of continuous input variables and the other is the assignment of different weights to the index variables. In this study, an entropy-weighted fuzzy-optimization approach was developed to augment and improve the classic DRASTIC method by reducing the uncertainties associated with variable discretization and weight assignment. The modified DRASTIC method was applied to a study site in Shandong, north China. The entropy-weighted fuzzy-optimization approach is shown to provide a more rigorous delineation of the relative vulnerability distribution. Meanwhile, the new approach does not require the use of more parameters. The results suggest that this approach significantly improves and enhances the ability of the classic DRASTIC method in a more systematic and rigorous way.Editor D. KoutsoyiannisCitation Yu, C., Zhang, B.X., Yao, Y.Y., Meng, F.H., and Zheng, C.M., 2012. A field demonstration of the entropy-weighted fuzzy DRASTIC method for groundwater vulnerability assessment. Hydrological Sciences Journal, 57 (7), 1420-1432.
KW - DRASTIC index
KW - entropy-weighted fuzzy optimization
KW - groundwater vulnerability
KW - sensitivity analysis
UR - https://www.scopus.com/pages/publications/84867264620
U2 - 10.1080/02626667.2012.715746
DO - 10.1080/02626667.2012.715746
M3 - 文章
AN - SCOPUS:84867264620
SN - 0262-6667
VL - 57
SP - 1420
EP - 1432
JO - Hydrological Sciences Journal
JF - Hydrological Sciences Journal
IS - 7
ER -