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2 February 2026

Optimization and Performance Modeling of Constructed Wetlands for the Treatment of Slaughterhouse Effluents in Tropical Zones Using Response Surface Methodology

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Wetlands and Environmental Sustainability Laboratory, Instituto Tecnológico Superior de Misantla, Km 1.8 Carretera a Loma Del Cojolite, Misantla 93821, Veracruz, Mexico
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Facultad de Ingeniería, Universidad de Sucre, Sincelejo 700001, Colombia
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Departamento de Ingeniería, Facultad de Ingeniería y Administración, Universidad Nacional de Colombia, Palmira 500001, Colombia
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Instituto Tecnológico de Úrsulo Galván, Tecnológico Nacional de México, Carretera Cd Cardel-Chachalacas km 4.5, Úrsulo Galván 91667, Veracruz, Mexico
This article belongs to the Section Wastewater Treatment and Reuse

Abstract

The meat industry generates wastewater with high organic matter loads, posing a significant environmental risk if not properly treated. The present study evaluated the performance of a horizontal subsurface flow constructed wetland (HSSF-CW) treating slaughterhouse effluents characterized by high-strength influent concentrations of 3570.51 ± 153.82 mg/L COD, 2114.33 ± 104.58 mg/L BOD5, and 1173.77 ± 96.95 mg/L TOC. Furthermore, Response Surface Methodology (RSM) was employed to model and optimize the operational parameters. The independent variables considered were hydraulic retention time (HRT: 3, 5, and 10 days) and vegetation type (Heliconia latispatha, Typha latifolia, and polyculture). The results demonstrated a statistically significant improvement in treatment efficiency, achieving maximum removal efficiencies of 86.5% for COD, 89.4% for BOD5, and 91.5% for TOC. The statistical models exhibited high accuracy (R2 ≥ 0.996, p < 0.001). Adjusted response surface equations identified the polyculture with a 5-day HRT as the most favorable operational scenario. These findings confirm that properly designed and operated constructed wetlands represent a viable and sustainable alternative for treating high-load agro-industrial effluents, contributing to the protection of receiving water bodies. Future research should focus on full-scale studies and the inclusion of critical parameters such as nutrients and pathogens for a more comprehensive system characterization.

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