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Frontiers in assessing septic systems vulnerability in coastal Georgia, USA: Modeling approach and management implications

机译:在美国沿海佐治亚州的化粪池系统脆弱性评估脓毒系统漏洞的边界:建模方法和管理含义

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Threats to public health and environmental quality from septic systems are more prevalent in areas with poorly draining soils, high water tables, or frequent flooding. Significant research gaps exist in assessing these systems’ vulnerability and evaluating factors associated with higher rates of septic systems replacement and repair. We developed a novel GIS-based framework for assessing septic system vulnerability using a database of known septic system specifications and a modified Soil Topographic Index (STI) that incorporates seasonal high groundwater elevation to assess risks posed to septic systems in coastal Georgia. We tested the hypothesis that both the modified STI and septic system specifications such as tank capacity per bedroom and drainfield type would explain most of the variance in septic system repair and replacement using classification inference tree and generalized logistic regression models. Our modeling results indicate that drainfield type (level vs. mounded) is the most significant variable ( p -value 0.001) in predicting septic systems functionality followed by septic tank capacity per bedroom ( p -value 0.01). These show the importance of septic system design regulations such as a minimum requirement for horizontal separation distance between the bottom of trenches and seasonal water table, and adequate tank capacity design. However, for septic systems with a mounded drainfield and a larger tank capacity per bedroom, the modified STI representing hydrological characteristics of septic system location is a significant predictor of a high septic system repair and replacement rate. The methodology developed in this study can have important implications for managing existing septic systems and planning for future development in coastal areas, especially in an environment of rapid climatic change.
机译:对腐败系统的公共卫生和环境质量的威胁在漏土壤,高水位,频繁洪水较差的地区更为普遍。评估这些系统的脆弱性和评估因素时,存在重大研究差距,与较高的化粪池系统更换和​​修复率相关。我们开发了一种基于GIS的基于GIS的框架,用于使用已知的化粪池系统规格和改进的土壤地形指数(STI)的数据库来评估化粪池系统漏洞,该数据库包含季节性高地下水高程,以评估沿海格鲁吉亚沿海制度的风险。我们测试了经过修改的STI和化粪池系统规范,例如坦克容量,池容量,漏极型和流场类型将解释使用分类推理树和广义逻辑回归模型的化粪池系统维修和更换的大部分方差。我们的建模结果表明,漏极野型(水平与墩)是预测脓毒系统功能,然后是每卧室的化粪池容量(P-value <0.01)。这些展示了化粪池系统设计规定的重要性,例如沟渠和季节水位底部之间的水平分离距离的最低要求,以及足够的罐容量设计。然而,对于具有墩排水平的化粪池和较大的坦克容量,所以代表化粪池系统位置的水文特征的改进的STI是一种高抗化性系统修复和更换速率的重要预测因子。本研究中开发的方法可以对管理现有化粪池系统和规划未来发展在沿海地区的未来发展,特别是在快速气候变化的环境中产生重要意义。

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