Example of Environmental Sampling, Analysis, Modeling,
and Quality Assurance in Environmental Measurements and Baseline Studies
References:
"An Elemental Ratioing Technique for Assessing Concentration Data From a
Complex Water System" Kingston and Greenberg, Environmental International, Vol. 10, pp. 153-161, 1984. (assignment)
Report, The Characterization of the Chesapeake Bay: "A Systematic Analysis of the Toxic Trace
Elements," by Kingston et. al., NBSIR 83-2698, NBS, 1983.
Problem:
Decline in water quality in the Chesapeake Bay in general,
decline in fish and crab harvests, obvious pollution and environmental
degradation.
Goal:
Establish a determination of the state of the Bay and determine a
baseline for future comparison.
Resources:
?
Specific Parameter:
This portion of the study is to establish the
elemental content of the water column and the suspended particulate elemental loading in the entire Chesapeake Bay.
Additional Problem that arose during the study.
Question: What is natural and what is anthropogenic and how can we tell the
difference? We can only manage anthropogenic inputs.
Chesapeake Bay Study
Study of inorganic baseline levels of trace and toxic elements in the water
column, specifically:
Cd, Ce, Co, Cu, Fe, Mn, Mo, Ni, Pb, Sc, Sn, Th, U, Zn
Chesapeake Bay Background
Largest estuary in the United States
One of the worlds most biologically productive estuaries
Largest producer of Blue Crabs in the world
Largest producer of oysters in the United States
additionally -- sport fishing, boating, seaport
Population living close to the Bay
1940 -- 3.7 million people
1990 -- 13.7 million people
2000 -- 15 million people (Projected)
Large drainage area covering portions of:
New York
Pennsylvania
Maryland
West Virginia
Virginia
Delaware
Five state capitols included in the drainage basin
Drainage basin includes:
9 major rivers
141 streams
99% of all waste entering the Bay will not be flushed into the Atlantic Ocean. Thus, all but 1% of the wastes that enter the Bay will stay in the Bay.
Average depth < 7 meters (22 feet)
Waste from Industry, Agriculture, Municipal, Residential, Government
60% of phosphate is from sewage treatment plants (Anthropogenic)
60% of nitrate is from atmospheric deposition & agricultural runoff
(Anthropogenic)
Origin of heavy and trace metals unknown.
Planning
Define Problem
- Which elements, analyzed without compromise,
sampled at what locations at what depths?
Choose:
- Methods of Sampling
(without contaminating)
- Methods of Sample Storage
(maintain integrity)
- Methods for Instrumental Analysis
- Techniques and Personnel to perform
Sampling, Analysis preparation, etc.
- Data Analysis
- Model Development
Method of Sampling
Judgmental:
One meter under surface and 1 meter above bottom
using specially constructed sampling equipment.
Method of Sample Storage/ Technique
Particulate: Filtering in class-100 clean laboratory aboard ship, Filter size
fraction 0.45 µ filters of two single lots.
Aqueous fraction: Acidify with sub-boiling double distilled nitric acid.
Storage: In pre acid, leached 1L polyethylene bottles for a single lot of
polymer and pre-tested.
Methods of Analysis
Neutron Activation Analysis (NAA)
Graphite Furnace Atomic Absorption Spectrometry (GFAAS)
Method of sample preparation for analysis
All preparations were in Class-100 clean laboratory
Aqueous portion-
Solid Phase Chelation (SPC) separation
SPC then elution in acid matrix (GFAAS)
SPC resin direct analysis by (NAA)
Particulate portion-
0.45 µm filtration, direct analysis of filters
Neutron Activation Analysis (NAA)
Acid decomposition then (GFAAS)
Data Analysis
Elaborate statistical analysis of groups, batches in sampling, preparation and
analysis. (Quality Control)
Requirement
55 blanks taken along with 102 bulk aqueous samples and 102 sets of particulate samples.
Blank analysis and sample trend analysis prior to data correction.
Result - sub ppt data has validity
No data needed to be discarded
Develop Hypothesis about anthropogenic versus natural material present and develop a method for detection of anthropogenic sources.
Test Hypothesis
Develop an Environmental Model for this purpose.
Evaluate data using Model demonstrate conclusions.
Other Analytical Considerations and Tasks:
- Design sampling and experiments
- Build equipment
- Prepare reagents
- Install equipment on ship
- Sampling time ~ 5 weeks of boat time
- Test equipment
- Perform sample preparation
- Perform instrumental analysis
- Perform data analysis
- Develop insightful conclusions
- Develop hypotheses and test them
- Write reports
- Present Results
- Etc.
Did it accomplish the goals?
What was learned?
What did it cost?
What did this study cost?
Over $700 million has been spent trying to clean up the Bay.
How? The study was feasible and data of quality was obtained.
Knowledge of Scientific Parameters
Planning
Metrology
Execution
"Heads Up Ball" data relationships
Theorizing
Experimentation
Model construction
Verification
Evaluation
What was learned?
What the baseline concentrations are in the water column for both particulate and dissolved metals.
Methods of sampling that work.
Methods of chemical processing that work.
Appropriate statistical and mathematical data treatment.
How to do an appropriate baseline study.
That we know how to do the measurements correctly at very low levels if
experts in this field of measurements are employed.
How to tell the difference between natural concentration and anthropogenic
contributions in particulates in water systems.
Some specific sources of anthropogenic metal contamination in this particular system.
Let's look at the Study, Methods Results, Hypotheses, Model, and Conclusions as an Example
Relating to Chapters 1, 2, 3, 4, 5, Modeling, Sampling, Analysis, etc.
Ref:
"An Elemental Ratioing Technique for Assessing Concentration Data From a
Complex Water System" Kingston and Greenberg, Environmental International, Vol. 10, pp. 153-161, 1984.

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