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Comprehensive health evaluation of an urban wetland using quality indices and decision trees

机译:使用质量指标和决策树的城市湿地综合健康评估

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摘要

In a world where pristine water is becoming scarcer, the need to reuse water becomes imperative. In this context explaining the water quality, purpose fitness and the parameters or conditions of the water body to adjust so as to improve its quality, are of great relevance. The goal of the present study was the use of water, riverine, and biodiversity quality indices to assess the condition of the studied urban wetland, since no single index can provide a complete health assessment of a water body. Decision trees were also used to elucidate the best water parameters to mend in order to recover the overall health of the urban wetland. The decision trees identified relevant physicochemical parameters as well as their approximate concentration at which a healthy water environment can be sustained for zooplankton and proved to be a powerful and simple alternative to customary approaches. Suspended particles and phosphates proved to be important parameters with concentrations approximately lower than 88 mg L-1 and 11 mg L-1, respectively, for a good biodiversity index of zooplankton. Ammonia, total coliforms, BOD, nitrates, and sodium were the main parameters that affected the water quality index. The vegetation coverage and its structure were the driving factors in the riverine quality index of the wetland.
机译:在一个原始水变得稀缺的世界中,需要重用水的需要。在这种情况下,解释水质,目的健身和水体的参数或条件,以提高其质量,具有很大的相关性。本研究的目标是使用水,河流和生物多样性质量指标来评估研究的城市湿地的状况,因为没有单一指数可以提供水体的完全健康评估。决策树也用于阐明最佳的水参数来修补,以恢复城市湿地的整体健康。决策树确定了相关的物理化学参数以及它们对浮游动物持续健康水环境的近似浓度,并被证明是对习惯方法的强大而简单的替代方案。悬浮的颗粒和磷酸盐被证明是具有大约低于88mg -1和11mg L-1的浓度的重要参数,用于浮游动物的良好生物多样性指数。氨,总大肠杆菌,BOD,硝酸钠和钠是影响水质指数的主要参数。植被覆盖率及其结构是湿地河流质量指数的驱动因素。

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