Open AccessDissertation
Development of an Integrated Risk Analysis System (ARCTRA) for Runoff Related Heavy Metal Contaminant in Unsaturated Zone
Ziyang Zhang
- 01 Nov 2017
3
TL;DR: In this article, an integrated analytical runoff and contaminant transport risk analysis system (ARCTRA) is developed for assessing the environmental risks associated with heavy metal transport in the unsaturated zone.
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Abstract: An integrated analytical runoff and contaminant transport risk analysis system (ARCTRA) is developed for assessing the environmental risks associated with heavy metal transport in the unsaturated zone. The ARCTRA system considers three processes: rainfall runoff, soil erosion and solute transport in soil. A corresponding analytical solution is applied for each process. Particularly, a Monte Carlo simulation is integrated to quantify the uncertainties associated with key model parameters after model sensitivity analysis. Moreover, the Fuzzy Set risk assessment method is employed to quantify incomplete-type uncertainties associated with the site conditions, environmental quality guidelines and health impact criteria based on the Monte Carlo Probability Simulation. Fuzzy membership functions are established considering the environmental-guideline-based risk (ER) and health risk (HR) to obtain a generalized risk level through a fuzzy rule base. An integrated risk value can be then obtained to
evaluate and rank the risk level of a contaminated site. Finally, a user interface was developed for the ARCTRA system based on the VB program code in Excel to facilitate technology transfer and to provide a user-friendly system to assist in the processing of input and calculation of results. The ARCTRA system developed in this study can be used to systematically assess the heavy metal in the unsaturated zone caused by rainfall-runoff process and support effective management of the contaminated site.
The developed ARCTRA system was verified through compassion analysis against existing models. Specifically, the rainfall-runoff section was compared with the PCSWMM model which simulates the runoff formation under given rainfall conditions. In the soil erosion part, an analytic solution from the Hairsine-Rose model
was studied to conduct a comparative analysis of the concentration of heavy metal dissolved in the surface runoff. And, the ARCTRA module for analyzing transport of contaminants in the soil is examined against the STANMOD and the HYDRUS model. Two real cases were studied in this thesis. Pb and Zn were studied in the case studies. The results of the ARCTRA and other existing models were obtained based on the real case data and compared with monitoring data The model verification and validation indicates the developed ARCTRA system is useful in assessing the risks of heavy metals in the soil caused by the rainfall-runoff process.
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Citations
Principles Of Environmental Engineering And Science
Paul Bã ¼ rger
- 01 Jan 2016
TL;DR: The principles of environmental engineering and science is available in our book collection and an online access to it is set as public so you can download it instantly as discussed by the authors. But this is not the case for most of the books in this collection.
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References
Hybrid Fuzzy-Stochastic Modeling Approach for Assessing Environmental Risks at Contaminated Groundwater Systems
Zhi Chen,Guohe Huang,A. Chakma +2 more
TL;DR: In this study, a hybrid fuzzy-stochastic risk assessment (FUSRA) approach is developed for examining uncertainties associated with both source/media conditions and evaluation criteria in a groundwater quality management system.
83
How to measure uncertainties in environmental risk assessment
TL;DR: The best way to deal with uncertainties in the environmental field is discussed and examples of probabilistic and fuzzy-logic approaches applied to environmental risk assessment are given.
Areal Infiltration Modeling over Soils with Spatially Correlated Hydraulic Conductivities
Rao S. Govindaraju,Rao S. Govindaraju,Renato Morbidelli,Renato Morbidelli,Corrado Corradini,Corrado Corradini +5 more
TL;DR: In this paper, the problem of field-scale infiltration over soils where spatial variability of saturated hydraulic conductivity is represented by a homogeneous correlated lognormal random field was studied, and the Green-Ampt equation was used to describe infiltration at the local scale.
73
The Bioenergetic Health Index is a sensitive measure of oxidative stress in human monocytes.
TL;DR: The hypothesis that the BHI has the potential to act as a functional biomarker of the impact of systemic oxidative stress in patients with metabolic disorders is tested and it is suggested that monocytes are susceptible to oxidative stress mediated by DMNQ and this can be accurately assessed by the B HI.
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