EVALUATING THE QUALITY OF DATA FROM A COMMERCIAL LAB 

You’ve recently graduated with a bachelor’s degree in environmental engineering sciences from the University of Florida, and got hired by AECOM, a multinational engineering firm that provides design, consulting, and management services. After a few months in your tenure at AECOM, the company receives funds to develop a remediation strategy for soil contaminated by high levels of chromium (Cr), copper (Cu), and arsenic (As) due to historic use of woods preserved with a pesticide containing the above listed chemicals – and known as CCA-treated wood. The project requires some basic knowledge of analytical chemistry applied to environmental matrices. Based on your academic transcripts, you have been asked to act as “Project Manager”. However, to meet the project’s objectives, you need the services of commercial laboratories for different analyses you cannot conduct in house. The following is an example scenario you are facing.

Experiments. Your research team has been conducting batch sorption studies to identify efficient sorbent materials for the removal of Cr, Cu, and As from soil water. Using corroded metallic iron (CMI) particles as example sorbent material, experiments mixed contaminated soils with CMI in specific ratios and each treatment conducted in triplicates. Next, water was added to the sorbent-soil mixtures to simulate acid rain and to induce metal leaching from soil’s particles to soil solutions. Leached Cr, Cu, and As would then get adsorbed onto CMI, and at the end of the experimental contact time, the CMI particles and metal bound to them retrieved by magnetic separation using magnets. Samples of used soils were taken before and after treatment with CMI and sent to a commercial lab for the determination of the concentrations of Cr, Cu, and As.

The following is a table of relevant information your research team submitted with the samples to the commercial lab.

Table 3.1. Sample treatment types, masses of untreated soils (control), and of CMI-treated soils.

Sample ID

Triplicates

Tested CMI/Soil ratios

(g of CM/g of soil)

Mass of soil submitted for analysis

(g)

Observations

Control

C1

N/A

10

These are non-treated contaminated soils

C2

N/A

10

C3

N/A

10

Treatment-1

T1A

1/20

10

These soils samples were reacted with CMI and after a 2-hour contact time to allow metal adsorption, the CMI were retrieved by magnetic separation

T1B

1/20

10

T1C

1/20

10

Traetment-2

T2A

5/20

10

T2B

5/20

10

T2C

5/20

10

Treatment-3

T3A

10/20

10

T3B

10/20

10

T3C

10/20

10

After one week, you get the data back from the commercial lab and the report reads as follows (See next page).

VOODOOSCIENCELAB

Michael Reyes, Manager

Isabella Robby, Analyst

April 16, 2017

Dear Customer:

We have completed the analysis of your samples. Please find below the analytical results and relevant quality assurance (QA) and quality control (QC) information. If questions arise, please feel free to get in touch with our chemical analysis team.

We appreciate your business and look forward to your patronage in the future.  

Sincerely,

For the Voodoo Science Lab Team,

M.R.

MiChael Reyes       

Table 3.2. Concentrations of chromium, copper, and arsenic in submitted soil samples. All samples were acid digeThe Capital Asset Pricing Model,Business & Finance,,

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