Bayesian modeling approach for characterizing groundwater arsenic contamination in the Mekong River basin. (January 2016)

• Record Type: Journal Article
• Authors: Cha, YoonKyung; Kim, Young Mo; Choi, Jae-Woo; Sthiannopkao, Suthipong; Cho, Kyung Hwa
• Is Part Of: Chemosphere. Volume 143(2016)
• Page Start: 50
• Page End: 56
• Publication Date: 2016-01
• Subjects: Arsenic (As) contamination -- Groundwater -- Mekong River basin -- Bayesian change-point model -- Linear model -- Drinking water source; Pollution -- Periodicals; Pollution -- Physiological effect -- Periodicals; Environmental sciences -- Periodicals; Atmospheric chemistry -- Periodicals; 551.511
• DOI: 10.1016/j.chemosphere.2015.02.045
• Languages: English
• ISSNs: 0045-6535

Abstract

Highlights: The groundwater in the Mekong River basin delta contained high AsTOT and As(III). A Bayesian change-point model identified the threshold level of Eh, −100 (±15) mV. Below the change-point, AsTOT increased with increasing Eh. Above the change-point, AsTOT sharply decreased as Eh increased. AsTOT was positively related to pH over the entire range of Eh levels. Abstract: In the Mekong River basin, groundwater from tube-wells is a major drinking water source. However, arsenic (As) contamination in groundwater resources has become a critical issue in the watershed. In this study, As species such as total As (AsTOT ), As(III), and As(V), were monitored across the watershed to investigate their characteristics and inter-relationships with water quality parameters, including pH and redox potential (Eh). The data illustrated a dramatic change in the relationship between AsTOT and Eh over a specific Eh range, suggesting the importance of Eh in predicting AsTOT . Thus, a Bayesian change-point model was developed to predict AsTOT concentrations based on Eh and pH, to determine changes in the AsTOT –Eh relationship. The model captured the Eh change-point (∼−100 ± 15 mV), which was compatible with the data. Importantly, the inclusion of this change-point in the model resulted in improved model fit and prediction accuracy; AsTOT concentrations were strongly negatively related to Eh values higher than the change-point. The process underlying this relationship was subsequently posited to be the reductive dissolution of mineral oxides and As release. Overall, AsTOT showed a weak positive relationship with Eh at a lower range, similar to those commonly observed in the Mekong River basin delta. It is expected that these results would serve as a guide for establishing public health strategies in the Mekong River Basin.