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Research Detail

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Pangkaj Kumar Mahanta
Department of Civil Engineering, Khulna University of Engineering & Technology, Bangladesh

Islam M. Rafizul*
Department of Civil Engineering, Khulna University of Engineering & Technology, Bangladesh

Waste disposal site produces leachate which contains an extensive range of heavy metals that contaminate underlying soil and possess a potential human health risk. The present study aims to evaluate human health risks associated with heavy metals which contaminate the soil of a waste disposal site. To this attempt an open dumping site at old Rajbandh, Khulna, Bangladesh was selected. In this study, soil samples were collected from fifteen distinct locations of the selected waste disposal site. The values of hazard quotient (HQ) and hazard index (HI) exceed the allowable limit (=1) for Hg for children in both the CTE and RME condition indicating noncarcinogenic risks of children from heavy metal. In this study, the main contributing exposure pathway to noncarcinogenic risk for inhabitants was found as a dermal contact pathway. The values of non-carcinogenic and carcinogenic risk were found higher for children than that of adults in both the CTE and RME condition meaning that children are facing higher harmful health risks than that adult for all the exposure pathways. In this study, the variability and uncertainty of risk values were analyzed using Monte Carlo Simulation (MCS). The MCS helps in reducing the range of uncertainties associated with the decision-making for risk assessment.

  Human Health Risk Assessment, Heavy Metals, Khulna, Bangladesh
  Old Rajbandh, Khulna, Bangladesh
  
  
  Risk Management in Agriculture
  Heavy metal

In this study, to check the variability and uncertainty of exposure parameters and risk values, MCS through @RISK was used. Therefore, the findings of this study will help to other researchers about the type, degree, scope and sources of heavy metal pollution from waste disposal sites and providing a systematic basis for further risk management. 

2.1 Study Area Khulna is the third-largest metropolitan city of Bangladesh, stands on the banks of the Rupsha and the Bhairab rivers. Geographically, Khulna lies between 22°47´16´´to 22°52´0´´north latitude and 89°31´36´´ to 89°34´35´´ east longitude. At present, Khulna city has a population of about 1.5 million with an area of 47 square kilometers and 31 Wards. The MSW of Khulna city is dumped in the disposal site at Rajbandh, Khulna. Therefore, the open dumping site at old Rajbandh was selected as a case study to assess soil quality and human health risk and hence discussed in the following articles.

2.2 Sample Collection In this study, fifteen soil samples were collected from different selected locations of waste disposal sites. In this study, a GPS device has been used to record the latitude and departure of each sampling point. The soil samples were collected at a depth of around 0-30 cm from the existing ground surface within the disposal site.

2.3 Laboratory Investigations In this study, an acid digestion procedure has been performed on soil samples to convert into a liquid for measuring the concentrations of heavy metals in soil. To these attempts, at first 10 g of each soil sample was taken into a 100 ml conical flask washed with deionized water. Then 6 ml of the solution prepared with HNO3 /HClO4 acid and deionized water at a ratio of 2:1 was added and left overnight. Each sample was heated at a temperature of 150°C for about 90 minutes. Later on, the samples were heated at a temperature of 230°C for 30 minutes. Subsequently, HCl solution prepared with HCl and deionized water at a ratio of 1:1 was also added to the digested sample and re-digested again for another 30 minutes. Then the digested sample was washed into a 100 ml volumetric flask and obtained mixture was cooled down to room temperature. Then the concentration of heavy metals such as Arsenic (As), Cadmium (Cd), Cobalt (Co), Chromium (Cr), Copper (Cu), Iron (Fe), Mercury (Hg), Manganese (Mn), Nickel (Ni), Lead (Pb) and Zinc (Zn) of digested soil samples was measured in the laboratory with the help of Atomic Adsorption Spectrophotometer (AAS). 

2.4 Risk Assessment Methods The human health risk assessment comprises problem identification (contaminated site), exposure assessment (exposure pathways) toxicity assessment (reference doses, slope factor), and risk assessment (cancer and noncancer risks) and hence discussed in the following articles.

2.4.1 Exposure Assessment: Exposure assessment for human health risk of waste disposal sites has become progressively more important due to the emission of toxicological heavy metals from contaminated soil. According to the US.EPA (1989) guidelines humans can be contaminated through three pathways including direct ingestion, dermal contact, and inhalation through the nose from contaminated soil. In this study, all three pathways were considered for soil samples. In addition, chronic daily intake (CDI) (mg/kg/day) in case of non-carcinogen risk for ingestion, dermal and inhalation of soil were computed using Equation 1, 2, and 3, respectively, was taken from exhibit 6- 18 in the Risk Assessment Guidance for Superfund. Volume I, Human Health Evaluation Manual (Part A): Interim Final (RAGS) (US.EPA, 1989).

2.4.2 Toxicity Assessment The risk is divided into two parts from a toxicity point of view: non-cancer risk and cancer risk. The chemical with high enough doses can cause non-cancer health effects. However, when the dose is sufficiently low, typically no adverse effect is observed. The reference dose (RfD) and carcinogenic slope factor (CSF) are considered for non-carcinogenic and carcinogenic risks, respectively, and were followed by RAGS (US.EPA, 1989). Therefore, the carcinogen and non-carcinogen thresholds are assigned from the historical database and numerous experiments. According to RAGS (USEPA, 1989), risk models (Eq. 4) for evaluating the non-cancer risk of soil were considered. Potential non-carcinogenic risks were assessed from each exposure pathway with the reference dose (RfD) in order to produce the hazard quotient (HQ), 

2.4.3 Health Risk Assessment In the study, the potential health risk of inhabitants in the vicinity of the selected waste disposal site was assessed based on non-carcinogenic and carcinogenic risks and hence discussed in the following articles. 

2.5 Uncertainty Analysis For assessing human health risk using exposure and risk models considering of variability and uncertainty is a very important parameter (Kilic and Aral, 2008; US.EPA, 1989). The basic aim of an MCS is to characterize, quantitatively the uncertainty and variability in estimates of exposure or risk model. An MCS analyses the model hundreds or thousands of times and each time the values were selected randomly. For exposure and risk models, distinguishing between variability and uncertainty is very important because it is directed affected the final outputs of risk values (Morgan and Henrion, 1990). In this study, the variability and uncertainty of risk values were analyzed using MCS through @RISK 7.5.× software with 10000 iterations. 

  Journal of Engineering Science 10(1), 2019, 01-12
  
Funding Source:
1.   Budget:  
  

Result reveals that the values of hazard quotient and hazard index exceed the threshold value (=1) for Hg in soil for both the central tendency and reasonable maximum exposure condition. Moreover, Hg was contributing more non-carcinogenic risk of the inhabitants than that of other heavy metals in soil. In addition, the carcinogenic risk of child and adult were found less than the unacceptable limit of 1×10−4 but higher than the safe limit of 1x10−6 from soil of waste disposal site. The exposure pathway of dermal contact was mainly contributing non-carcinogenic risk from heavy metals in soil for inhabitants in the vicinity of the selected waste disposal site in both the central tendency and reasonable maximum exposure condition. Moreover, the noncarcinogenic and carcinogenic risks were found higher for reasonable maximum exposure condition than that of central tendency exposure condition. The values of non-carcinogenic and carcinogenic risk were found higher for child than that of adult for all the exposure pathways and exposure media indicating child’s suffered more health risk than that of adult in central tendency and reasonable maximum exposure condition. The MCS reduces the ranges of uncertainties of risk values and exposure parameters.

  Journal
  


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