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Erschienen in: Environmental Earth Sciences 7/2017

01.04.2017 | Original Article

Groundwater quality ranking for drinking purposes, using the entropy method and the spatial autocorrelation index

verfasst von: Alireza Docheshmeh Gorgij, Ozgur Kisi, Asghar Asghari Moghaddam, Aliakbar Taghipour

Erschienen in: Environmental Earth Sciences | Ausgabe 7/2017

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Abstract

Groundwater quality for drinking purposes has been evaluated for 21 groundwater samples from the Azarshahr Plain in Iran using entropy theory, and its results have been compared with the spatial autocorrelation of effective parameters of water quality. In order to prevent the expert judgments of the parameters weight that occurs when the Water Quality Index (WQI) method is used, the entropy method was used. Entropy and its weight were calculated, and parameters spatial autocorrelation was then determined. The spatial autocorrelation assessment confirmed the entropy theory results. The maximum spatial autocorrelation, minimum entropy and therefore the highest effectiveness rate on groundwater quality of Azarshahr Plain were found to be associated with bicarbonate. Using the entropy weighted WQI, the groundwater quality was classified into five categories: excellent, good, moderate, poor and extremely poor. According to the entropy weighted WQI, the groundwater quality of study area can be classified into “good” to “poor” domains.

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Literatur
Zurück zum Zitat Alobaidy AHMJ, Abid HS, Maulood BK (2010) Application of Water Quality Index for assessment of Dokan lake ecosystem, Kurdistan region, Iraq. J Water Resour Prot 2:792–798CrossRef Alobaidy AHMJ, Abid HS, Maulood BK (2010) Application of Water Quality Index for assessment of Dokan lake ecosystem, Kurdistan region, Iraq. J Water Resour Prot 2:792–798CrossRef
Zurück zum Zitat Amiri V, Rezaei M, Sohrabi N (2014) Groundwater quality assessment using entropy weighted Water Quality Index (EWQI) in Lenjanat, Iran. Environ Earth Sci 72:3479–3490CrossRef Amiri V, Rezaei M, Sohrabi N (2014) Groundwater quality assessment using entropy weighted Water Quality Index (EWQI) in Lenjanat, Iran. Environ Earth Sci 72:3479–3490CrossRef
Zurück zum Zitat Anselin L (1995) Local indicators of spatial association—LISA. Geogr Anal 27:93–115CrossRef Anselin L (1995) Local indicators of spatial association—LISA. Geogr Anal 27:93–115CrossRef
Zurück zum Zitat Asghari Moghaddam A (1991) The hydrogeology of the Tabriz area, Iran. Tabriz University, Dissertation Asghari Moghaddam A (1991) The hydrogeology of the Tabriz area, Iran. Tabriz University, Dissertation
Zurück zum Zitat Azerbaijan Territorial Water Association (ATWA) (2009) Detailed data collection from discharges of pumping wells and Qanats in the Azarshahr Plain. Report in Persian Azerbaijan Territorial Water Association (ATWA) (2009) Detailed data collection from discharges of pumping wells and Qanats in the Azarshahr Plain. Report in Persian
Zurück zum Zitat Beven K, Smith P, Freer J (2008) So just why would a modeler choose to be incoherent? J Hydrol 354:15–32CrossRef Beven K, Smith P, Freer J (2008) So just why would a modeler choose to be incoherent? J Hydrol 354:15–32CrossRef
Zurück zum Zitat Bodrud-Doza Md, Towfiqul Islam ARM, Ahmed F, Samiran D, Narottam S, Safiur Rahman M (2016) Characterization of groundwater quality using water evaluation indices, multivariate statistics and geostatistics in central Bangladesh. Water Sci 30:19–40CrossRef Bodrud-Doza Md, Towfiqul Islam ARM, Ahmed F, Samiran D, Narottam S, Safiur Rahman M (2016) Characterization of groundwater quality using water evaluation indices, multivariate statistics and geostatistics in central Bangladesh. Water Sci 30:19–40CrossRef
Zurück zum Zitat Effendia H, Romantob Wardiatno Y (2015) Water quality status of Ciambulawung River, Banten Province, based on pollution index and NSF-WQI. Proc Environ Sci 24:228–237CrossRef Effendia H, Romantob Wardiatno Y (2015) Water quality status of Ciambulawung River, Banten Province, based on pollution index and NSF-WQI. Proc Environ Sci 24:228–237CrossRef
Zurück zum Zitat Fu WJ, Jiang PK, Zhou GM, Zhao KL (2014) Using Moran’s I and GIS to study the spatial pattern of forest litter carbon concentration in a subtropical region of southeastern China. Bio Geosci 11:2401–2409 Fu WJ, Jiang PK, Zhou GM, Zhao KL (2014) Using Moran’s I and GIS to study the spatial pattern of forest litter carbon concentration in a subtropical region of southeastern China. Bio Geosci 11:2401–2409
Zurück zum Zitat Gorgij AD, Moghaddam AA (2016) Vulnerability assessment of saltwater intrusion using simplified GAPDIT method: a case study of Azarshahr Plain Aquifer, East Azerbaijan, Iran. Arab J Geosci 9:106. doi:10.1007/s12517-015-2200-1 CrossRef Gorgij AD, Moghaddam AA (2016) Vulnerability assessment of saltwater intrusion using simplified GAPDIT method: a case study of Azarshahr Plain Aquifer, East Azerbaijan, Iran. Arab J Geosci 9:106. doi:10.​1007/​s12517-015-2200-1 CrossRef
Zurück zum Zitat Griffith DA (2003) Spatial autocorrelation and spatial filtering, gaining understanding through theory and scientific visualization. Springer, Berlin, p 260CrossRef Griffith DA (2003) Spatial autocorrelation and spatial filtering, gaining understanding through theory and scientific visualization. Springer, Berlin, p 260CrossRef
Zurück zum Zitat Guey-Shin Sh, Bai-You Ch, Chi-Ting Ch, Pei-Hsuan Y, Tsun-Kuo Ch (2011) applying factor analysis combined with kriging and information entropy theory for mapping and evaluating the stability of groundwater quality variation in Taiwan. Int J Environ Res Public Health 8:1084–1109CrossRef Guey-Shin Sh, Bai-You Ch, Chi-Ting Ch, Pei-Hsuan Y, Tsun-Kuo Ch (2011) applying factor analysis combined with kriging and information entropy theory for mapping and evaluating the stability of groundwater quality variation in Taiwan. Int J Environ Res Public Health 8:1084–1109CrossRef
Zurück zum Zitat Hounslow AW (1995) Water quality data analysis and interpretation. CRC Press, Boca Raton, p 416 Hounslow AW (1995) Water quality data analysis and interpretation. CRC Press, Boca Raton, p 416
Zurück zum Zitat Ishaku JM (2011) Assessment of groundwater quality index for Jimeta-Yola area, Northeastern Nigeria. J Geol Min Res 3:219–231 Ishaku JM (2011) Assessment of groundwater quality index for Jimeta-Yola area, Northeastern Nigeria. J Geol Min Res 3:219–231
Zurück zum Zitat Li P, Qian H, Wu J-H (2010) Groundwater quality assessment based on improved Water Quality Index in Pengyang County, Ningxia, North west China. E-J Chem 7:209–216CrossRef Li P, Qian H, Wu J-H (2010) Groundwater quality assessment based on improved Water Quality Index in Pengyang County, Ningxia, North west China. E-J Chem 7:209–216CrossRef
Zurück zum Zitat Mahapatra SS, Mrutyunjaya S, Patel RK, Panda BN (2012) Prediction of water quality using principal component analysis. Water Qual Expo Health 4:93–104CrossRef Mahapatra SS, Mrutyunjaya S, Patel RK, Panda BN (2012) Prediction of water quality using principal component analysis. Water Qual Expo Health 4:93–104CrossRef
Zurück zum Zitat Rubio-Arias H, Contreras-Caraveo M, Manuel Quintana R, Alfonso Saucedo-Teran R, Pinales-Munguia A (2012) An overall Water Quality Index (WQI) for a man-made aquatic reservoir in Mexico. Int J Environ Res Public Health 9:1687–1698CrossRef Rubio-Arias H, Contreras-Caraveo M, Manuel Quintana R, Alfonso Saucedo-Teran R, Pinales-Munguia A (2012) An overall Water Quality Index (WQI) for a man-made aquatic reservoir in Mexico. Int J Environ Res Public Health 9:1687–1698CrossRef
Zurück zum Zitat Sahooa MM, Patrab KC, Khatua KK (2015) Inference of Water Quality Index using ANFIA and PCA. Aquat Proc 4:1099–1106CrossRef Sahooa MM, Patrab KC, Khatua KK (2015) Inference of Water Quality Index using ANFIA and PCA. Aquat Proc 4:1099–1106CrossRef
Zurück zum Zitat Shannon Claude E (1948) A mathematical theory of communication. Bell Syst Tech J 27:379–423CrossRef Shannon Claude E (1948) A mathematical theory of communication. Bell Syst Tech J 27:379–423CrossRef
Zurück zum Zitat Simos FS, Moriera AB, Bisinoti MC, Gimenez SMN, Yabe MJS (2008) Water Quality Index as a simple indicator of aquaculture effects on aquatic bodies. Ecol Ind 8:476–484CrossRef Simos FS, Moriera AB, Bisinoti MC, Gimenez SMN, Yabe MJS (2008) Water Quality Index as a simple indicator of aquaculture effects on aquatic bodies. Ecol Ind 8:476–484CrossRef
Zurück zum Zitat Varnosfaderany MN, Mirghaffary N, Ebrahimi E, Soffianian A (2009) Water quality assessment in an arid region using a Water Quality Index. Water Sci Technol 60:2319–2327CrossRef Varnosfaderany MN, Mirghaffary N, Ebrahimi E, Soffianian A (2009) Water quality assessment in an arid region using a Water Quality Index. Water Sci Technol 60:2319–2327CrossRef
Zurück zum Zitat Wada Y, Van-Beek L, Van-Kempen C, Reckman J, Vasak S, Bierkens M (2010) Global depletion of groundwater resources. Res Lett, Geophys. doi:10.1029/2010GL044571 Wada Y, Van-Beek L, Van-Kempen C, Reckman J, Vasak S, Bierkens M (2010) Global depletion of groundwater resources. Res Lett, Geophys. doi:10.​1029/​2010GL044571
Zurück zum Zitat Wang D, Singh VP, Shang XS et al (2014) Sample entropy-based adaptive wavelet de-noising approach for meteorologic and hydrologic time series. J Geophys Res 119:8726–8740 Wang D, Singh VP, Shang XS et al (2014) Sample entropy-based adaptive wavelet de-noising approach for meteorologic and hydrologic time series. J Geophys Res 119:8726–8740
Zurück zum Zitat Wang D, Ding H, Singh VP et al (2015) A hybrid wavelet analysis cloud model data-extending approach for meteorologic and hydrologic time series. J Geophys Res 120:4057–4071 Wang D, Ding H, Singh VP et al (2015) A hybrid wavelet analysis cloud model data-extending approach for meteorologic and hydrologic time series. J Geophys Res 120:4057–4071
Zurück zum Zitat Wu J-H, Li P, Qian H (2011) Groundwater quality in Jingyuan County, a semi-humid area in Northwest China. E J Chem 8:787–793CrossRef Wu J-H, Li P, Qian H (2011) Groundwater quality in Jingyuan County, a semi-humid area in Northwest China. E J Chem 8:787–793CrossRef
Zurück zum Zitat Zarghami M (2011) Effective watershed management; case study of Urmia Lake, Iran. Lake Reserv Manag 271:87–94CrossRef Zarghami M (2011) Effective watershed management; case study of Urmia Lake, Iran. Lake Reserv Manag 271:87–94CrossRef
Metadaten
Titel
Groundwater quality ranking for drinking purposes, using the entropy method and the spatial autocorrelation index
verfasst von
Alireza Docheshmeh Gorgij
Ozgur Kisi
Asghar Asghari Moghaddam
Aliakbar Taghipour
Publikationsdatum
01.04.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 7/2017
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-017-6589-6

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