کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5747077 | 1618799 | 2017 | 11 صفحه PDF | دانلود رایگان |
- Groundwater naturally enriched with inorganic arsenic species.
- Classification of groundwater sources using Fuzzy Hierarchical Cross-Clustering.
- PO43â-AsO43â ion exchange and water-rocks interactions as sources of As.
- Na+-Fâ-pH cluster as marker for As naturally enriched groundwater.
- Co-occurrence of As species and Fâ under the influence of HCO3â and alkaline pH.
The study proposes a combined model based on diagrams (Gibbs, Piper, Stuyfzand Hydrogeochemical Classification System) and unsupervised statistical approaches (Cluster Analysis, Principal Component Analysis, Fuzzy Principal Component Analysis, Fuzzy Hierarchical Cross-Clustering) to describe natural enrichment of inorganic arsenic and co-occurring species in groundwater in the Banat Plain, southwestern Romania. Speciation of inorganic As (arsenite, arsenate), ion concentrations (Na+, K+, Ca2+, Mg2+, HCO3â, Clâ, Fâ, SO42â, PO43â, NO3â), pH, redox potential, conductivity and total dissolved substances were performed. Classical diagrams provided the hydrochemical characterization, while statistical approaches were helpful to establish (i) the mechanism of naturally occurring of As and Fâ species and the anthropogenic one for NO3â, SO42â, PO43â and K+ and (ii) classification of groundwater based on content of arsenic species. The HCO3â type of local groundwater and alkaline pH (8.31-8.49) were found to be responsible for the enrichment of arsenic species and occurrence of Fâ but by different paths. The PO43--AsO43- ion exchange, water-rock interaction (silicates hydrolysis and desorption from clay) were associated to arsenate enrichment in the oxidizing aquifer. Fuzzy Hierarchical Cross-Clustering was the strongest tool for the rapid simultaneous classification of groundwaters as a function of arsenic content and hydrogeochemical characteristics. The approach indicated the Na+-F--pH cluster as marker for groundwater with naturally elevated As and highlighted which parameters need to be monitored. A chemical conceptual model illustrating the natural and anthropogenic paths and enrichment of As and co-occurring species in the local groundwater supported by mineralogical analysis of rocks was established.
Journal: Chemosphere - Volume 172, April 2017, Pages 127-137