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Surface water resources are already being utilized at maximum capacity and the trend is unlikely to change. This situation has led to increasing concerns regarding the sustainable use of this resource, with continuous efforts being made to reduce water pollution. In this context, the analysis of surface water quality is essential for protecting human health, the environment and the economy, providing significant opportunities for improving the quality of life and conserving natural resources. This paper presents t...