Effects of Plant and Substrate Types on Turbidity Removal in Constructed Wetlands: Experimental and w-C* Model Validation

Constructed wetlands are nature-based technologies widely used for the treatment of wastewater and contaminated surface water. This study evaluated the efficiency of free water surface (FWS) and horizontal subsurface flow (HSSF) constructed wetlands in reducing the turbidity of mine spoil rainwater using the w-C* model. Different hydraulic retention times (2, 4, and 6 days) were tested, and the influence of macrophyte type and substrate on the w parameter was investigated. Model calibration was performed based on correlation coefficients (R), coefficient of determination (R2), Nash–Sutcliffe efficiency (NSE), and root mean square error (RMSE). The results indicated a 99% reduction in turbidity, with average values of R = 0.87 ± 0.05 (FWS) and 0.87 ± 0.03 (HSSF), and NSE of 0.76 ± 0.04 (FWS) and 0.74 ± 0.07 (HSSF), demonstrating good agreement between observed and predicted data. The settling rate (w) ranged from 0.16 to 0.40 m·d−1 in FWS and from 0.20 to 0.70 m·d−1 in HSSF, with the lowest value recorded in the control (0.09 m·d−1). The best performances were observed in FWS-P with Pistia stratiotes (0.40 m·d−1) and HSSF with Typha domingensis (0.70 m·d−1), demonstrating that vegetation, combined with the use of medium-grain substrate (9.5–19.0 mm), enhances turbidity removal. The w-C* model proved to be a robust tool for describing the kinetics of suspended colloidal particle removal in constructed wetlands, providing valuable insights for optimizing hydraulic parameters and design criteria for full-scale application.

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Journal
Water
Published
2025-06-27
DOI
https://doi.org/10.3390/w17131921
Citations
2
Primary Topic
Constructed Wetlands for Wastewater Treatment
Type
article
Field-Weighted Citation Impact
1.99
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article

Effects of Plant and Substrate Types on Turbidity Removal in Constructed Wetlands: Experimental and w-C* Model Validation

Marllus Henrique Ribeiro de Paiva, Ana Letícia Pilz de Castro, Paula Cristine Silva Gomes, Isabela da Silva Pedro Rochinha et al.
2 citations
Water
Constructed Wetlands for Wastewater Treatment
1.99
article

Effects of Plant and Substrate Types on Turbidity Removal in Constructed Wetlands: Experimental and w-C* Model Validation

Marllus Henrique Ribeiro de Paiva, Ana Letícia Pilz de Castro, Paula Cristine Silva Gomes, Isabela da Silva Pedro Rochinha, Aníbal da Fonseca Santiago, Múcio André dos Santos Alves Mendes, João Calvino Soares de Oliveira, Tamara Daiane de Souza
article en
2 citations

Abstract

Constructed wetlands are nature-based technologies widely used for the treatment of wastewater and contaminated surface water. This study evaluated the efficiency of free water surface (FWS) and horizontal subsurface flow (HSSF) constructed wetlands in reducing the turbidity of mine spoil rainwater using the w-C* model. Different hydraulic retention times (2, 4, and 6 days) were tested, and the influence of macrophyte type and substrate on the w parameter was investigated. Model calibration was performed based on correlation coefficients (R), coefficient of determination (R2), Nash–Sutcliffe efficiency (NSE), and root mean square error (RMSE). The results indicated a 99% reduction in turbidity, with average values of R = 0.87 ± 0.05 (FWS) and 0.87 ± 0.03 (HSSF), and NSE of 0.76 ± 0.04 (FWS) and 0.74 ± 0.07 (HSSF), demonstrating good agreement between observed and predicted data. The settling rate (w) ranged from 0.16 to 0.40 m·d−1 in FWS and from 0.20 to 0.70 m·d−1 in HSSF, with the lowest value recorded in the control (0.09 m·d−1). The best performances were observed in FWS-P with Pistia stratiotes (0.40 m·d−1) and HSSF with Typha domingensis (0.70 m·d−1), demonstrating that vegetation, combined with the use of medium-grain substrate (9.5–19.0 mm), enhances turbidity removal. The w-C* model proved to be a robust tool for describing the kinetics of suspended colloidal particle removal in constructed wetlands, providing valuable insights for optimizing hydraulic parameters and design criteria for full-scale application.

WaterVol. 17(13)
Universidade Federal de Ouro Preto (BR)
Openalex Percentile: Top 13%
Constructed Wetlands for Wastewater Treatment
1.99
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