Park Yongeun, Pachepsky Yakov, Shelton Daniel, Jeong Jaehak, Whelan Gene
J Environ Qual. 2016 May;45(3):949-57. doi: 10.2134/jeq2015.08.0427.
Understanding pathogenic and indicator bacteria survival in soils is essential for assessing the potential of microbial contamination of water and produce. The objective of this work was to evaluate the effects of soil properties, animal source, experimental conditions, and the application method on temperature dependencies of manure-borne generic , O157:H7, and fecal coliforms survival in soils. A literature search yielded 151 survival datasets from 70 publications. Either one-stage or two-stage kinetics was observed in the survival datasets. We used duration and rate of the logarithm of concentration change as parameters of the first stage in the two-stage kinetics data. The second stage of the two-stage kinetics and the one-stage kinetics were simulated with the model to find the dependence of the inactivation rate on temperature. Classification and regression trees and linear regressions were applied to parameterize the kinetics. Presence or absence of two-stage kinetics was controlled by temperature, soil texture, soil water content, and for fine-textured soils by setting experiments in the field or in the laboratory. The duration of the first stage was predominantly affected by soil water content and temperature. In the model dependencies of inactivation rates on temperature, parameter estimates were significantly affected by the laboratory versus field conditions and by the application method, whereas inactivation rates at 20°C were significantly affected by all survival and management factors. Results of this work can provide estimates of coliform survival parameters for models of microbial water quality.
了解致病细菌和指示菌在土壤中的存活情况对于评估水和农产品受到微生物污染的可能性至关重要。本研究的目的是评估土壤性质、动物来源、实验条件以及施用方法对粪便中常见的大肠杆菌、O157:H7和粪大肠菌群在土壤中存活的温度依赖性的影响。通过文献检索,从70篇出版物中获得了151个存活数据集。在这些存活数据集中观察到了单阶段或两阶段动力学。我们将浓度变化对数的持续时间和速率用作两阶段动力学数据中第一阶段的参数。用该模型模拟了两阶段动力学的第二阶段和单阶段动力学,以找出失活速率对温度的依赖性。应用分类回归树和线性回归对动力学进行参数化。两阶段动力学的存在与否受温度、土壤质地、土壤含水量控制,对于质地细的土壤,通过在田间或实验室设置实验来控制。第一阶段的持续时间主要受土壤含水量和温度的影响。在失活速率对温度的模型依赖性中,参数估计受实验室与田间条件以及施用方法的显著影响,而20°C时的失活速率受所有存活和管理因素的显著影响。本研究结果可为微生物水质模型提供大肠菌群存活参数的估计值。