Wastewater Impact on Surface Water Quality and Suitability of Water Reuse in Agriculture Using a Comprehensive Methodology Based on PCA and Specific Indices

Effluents from wastewater treatment plants (WWTPs) represent a potential pollution risk to surface waters. Moreover, the growing practice of using treated wastewater for irrigation has recently received increased attention in terms of its suitability, raising concerns about its impact on soil health, agricultural productivity, and human well-being. The aim of this study is to apply a comprehensive approach to assess the impact of wastewater from a Romanian WWTP on surface water quality and its suitability for irrigation practices. For this purpose, a set of physico-chemical parameters were analyzed, and a Water Quality Index (WQI) was developed based on Principal Component Analysis (PCA). The irrigation suitability of the effluent was further assessed using key parameters (electrical conductivity—EC; total dissolved solids—TDSs; turbidity; Biochemical Oxygen Demand—BOD5) and specific irrigation indices (Sodium Adsorption Ratio—SAR; Permeability Index—PI; Residual Sodium Carbonate—RSC; Sodium percentage—%Na; Kelly’s ratio—KR). The results for the surface water quality indicated high contents of Na+ (10.2–42.5 mg/L), Cl− (11.9–48.4 mg/L), and SO42− (10.7–68.5 mg/L) downstream of the wastewater discharge point. The WQI, which reflects overall water quality for environmental health, showed excellent water quality, with a mean of 34 upstream and 47 downstream, suggesting the potential impact of treated wastewater discharge downstream. However, the irrigation indices revealed elevated sodium levels in the effluent, with %Na (up to 86%) categorizing 70% of the samples as unsuitable, while KR (up to 6.2) classified all samples as unsuitable. These findings suggest that despite a low impact on the river water, elevated sodium levels in effluent may limit suitability for irrigation, highlighting the importance of monitoring effluent water reuse.

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Publication Details

Journal
Water
Published
2025-07-04
DOI
https://doi.org/10.3390/w17132011
Citations
2
Primary Topic
Water Quality and Pollution Assessment
Type
article
Field-Weighted Citation Impact
1.63
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article

Wastewater Impact on Surface Water Quality and Suitability of Water Reuse in Agriculture Using a Comprehensive Methodology Based on PCA and Specific Indices

Iulia Ajtai, Ioana Piştea, Carmen Roba, Călin Baciu et al.
2 citations
Water
Water Quality and Pollution Assessment
1.63
article

Wastewater Impact on Surface Water Quality and Suitability of Water Reuse in Agriculture Using a Comprehensive Methodology Based on PCA and Specific Indices

Iulia Ajtai, Ioana Piştea, Carmen Roba, Călin Baciu, Marius Oprea, Camelia Botezan, Assumpció Antón
article en
2 citations

Abstract

Effluents from wastewater treatment plants (WWTPs) represent a potential pollution risk to surface waters. Moreover, the growing practice of using treated wastewater for irrigation has recently received increased attention in terms of its suitability, raising concerns about its impact on soil health, agricultural productivity, and human well-being. The aim of this study is to apply a comprehensive approach to assess the impact of wastewater from a Romanian WWTP on surface water quality and its suitability for irrigation practices. For this purpose, a set of physico-chemical parameters were analyzed, and a Water Quality Index (WQI) was developed based on Principal Component Analysis (PCA). The irrigation suitability of the effluent was further assessed using key parameters (electrical conductivity—EC; total dissolved solids—TDSs; turbidity; Biochemical Oxygen Demand—BOD5) and specific irrigation indices (Sodium Adsorption Ratio—SAR; Permeability Index—PI; Residual Sodium Carbonate—RSC; Sodium percentage—%Na; Kelly’s ratio—KR). The results for the surface water quality indicated high contents of Na+ (10.2–42.5 mg/L), Cl− (11.9–48.4 mg/L), and SO42− (10.7–68.5 mg/L) downstream of the wastewater discharge point. The WQI, which reflects overall water quality for environmental health, showed excellent water quality, with a mean of 34 upstream and 47 downstream, suggesting the potential impact of treated wastewater discharge downstream. However, the irrigation indices revealed elevated sodium levels in the effluent, with %Na (up to 86%) categorizing 70% of the samples as unsuitable, while KR (up to 6.2) classified all samples as unsuitable. These findings suggest that despite a low impact on the river water, elevated sodium levels in effluent may limit suitability for irrigation, highlighting the importance of monitoring effluent water reuse.

WaterVol. 17(13)
Babeș-Bolyai University (RO)
Openalex Percentile: Top 16%
Water Quality and Pollution Assessment
1.63
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