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Quantitative environmental risk analysis for human health
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QUANTITATIVE ENVIRONMENTAL
RISK ANALYSIS FOR
HUMAN HEALTH
QUANTITATIVE ENVIRONMENTAL
RISK ANALYSIS FOR
HUMAN HEALTH
Robert A. Fjeld
Clemson University
Norman A. Eisenberg
University of Maryland
Keith L. Compton
Silver Spring, Maryland
A JOHN WILEY & SONS, INC., PUBLICATION
Copyright © 2007 by John Wiley & Sons, Inc. All rights reserved.
Published by John Wiley & Sons, Inc., Hoboken, New Jersey.
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Library of Congress Cataloging-in-Publication Data:
Fjeld, Robert A.
Quantitative environmental risk analysis for human health / Robert A. Fjeld,
Norman A. Eisenberg, Keith L. Compton.
p. ; cm.
Includes bibliographical references.
ISBN-13: 978-0-471-72243-4
ISBN-10: 0-471-72243-X
1. Health risk assessment. 2. Health risk assessment—Methodology. I.
Eisenberg, Norman A. II. Compton, Keith L. III. Title.
[DNLM: 1. Environmental Exposure. 2. Risk Assessment—methods. WA 30.5
F455q 2006]
RA427.3.F554 2006
362.1—dc22
2006017999
Printed in the United States of America
10 9 8 7 6 5 4 3 2 1
This book is dedicated to our wives:
Pam (Fjeld)
Wendy (Eisenberg)
Nilofar (Compton)
vii
CONTENTS
Preface xi
1 Introduction 1
1.1 Risk Analysis 2
1.2 Risk 4
1.3 Contaminants in the Environment 8
1.4 Uses of Environmental Risk Assessment 10
1.5 Risk Assessment Process 13
References 19
Additional Reading 21
Problems 21
2 Fundamental Aspects of Environmental Modeling 23
2.1 Introduction 23
2.2 Modeling Process 23
2.3 Physical and Mathematical Basis for Risk Assessment Models 29
2.4 Contaminant Transport Equation 44
References 55
Problems 55
3 Release Assessment 60
3.1 Introduction 60
3.2 Conceptual Model 60
3.3 Contaminant Identifi cation 62
3.4 Emission-Rate Quantifi cation 66
References 78
Additional Reading 78
Problems 78
4 Environmental Transport Theory 81
4.1 Introduction 81
4.2 One-Dimensional Solutions of the Contaminant Transport Equation 83
4.3 Three-Dimensional Contaminant Transport 96
4.4 Advanced Solution Methods 97
References 100
Additional Reading 100
Problems 101
viii CONTENTS
5 Surface Water Transport 104
5.1 Introduction 104
5.2 Types of Surface Water Bodies 106
5.3 Sorption 109
5.4 Transport Modeling 116
References 123
Additional Reading 124
Problems 124
6 Groundwater Transport 127
6.1 Introduction 127
6.2 Subsurface Characterization 129
6.3 Saturated Flow in Porous Media 130
6.4 Sorption 137
6.5 Subsurface Contaminant Transport Modeling 139
6.6 Other Considerations in Groundwater Transport 148
References 152
Additional Reading 153
Problems 153
7 Atmospheric Transport 156
7.1 Introduction 156
7.2 Atmospheric Dispersion 156
7.3 Atmospheric Transport Models 161
7.4 Other Considerations 172
References 178
Additional Reading 179
Problems 179
8 Food Chain Transport 183
8.1 Introduction 183
8.2 Concentration in Soil 186
8.3 Concentration in Vegetation 190
8.4 Concentration in Animals 195
References 197
Problems 197
9 Exposure Assessment 199
9.1 Introduction 199
9.2 Dose 200
9.3 Contaminant Intake 204
9.4 Dose Calculations 209
References 216
Problems 217
CONTENTS ix
10 Basic Human Toxicology 219
10.1 Introduction 219
10.2 Fundamentals of Anatomy and Physiology 220
10.3 Mechanisms and Effects of Toxicity 237
References 242
Additional Reading 244
Problems 244
11 Dose–Response and Risk Characterization 245
11.1 Introduction 245
11.2 Biological Basis of Dose–Response Modeling 245
11.3 Elements of Quantitative Dose–Response Analysis 247
11.4 Dose–Response Modeling 261
11.5 Risk Characterization 267
11.6 Regulatory Implementation 270
References 277
Additional Reading 279
Problems 279
12 Uncertainty and Sensitivity Analyses 283
12.1 Introduction 283
12.2 Types and Sources of Uncertainty 283
12.3 Statistical Fundamentals 289
12.4 Uncertainty Propagation 298
References 311
Problems 314
13 Stakeholder Involvement and Risk Communication 316
13.1 Introduction 316
13.2 Stakeholder Involvement 317
13.3 Risk Communication 325
References 332
Problems 335
14 Environmental Risk Management 336
14.1 Introduction 336
14.2 Risk Management Process 336
14.3 Risk Management Methods 337
References 354
Problems 355
15 Environmental Laws and Regulations 356
15.1 Introduction 356
15.2 General Legal and Regulatory Structure for Environmental
Protection 356
x CONTENTS
15.3 Major Federal Environmental Laws and Regulations 357
15.4 CERCLA Process 367
15.5 Additional Regulations 372
References 373
Problems 374
Appendix A Mathematical Tools 375
A.1 Special Functions 375
A.2 Laplace Transforms 376
References 380
Additional Reading 380
Appendix B Degradation and Decay Parameters 381
Index 383
xi
PREFACE
Environmental risk analysis for human health is the systematic analytical process
of assessing, managing, and communicating the risk to human health from contaminants released to or contained in the environment in which humans live. It is
a discipline central to the development of environmental regulations and the demonstration of compliance with those regulations. The goal of the book is to provide
both the methods that are commonly used in environmental risk analysis and the
underlying scientifi c basis for these methods. Although the text covers all three of
the activities involved in environmental risk analysis (risk assessment, risk management, and risk communication), the focus is on environmental risk assessment,
especially the computational aspects.
The book is designed for both academic and professional audiences. It may be
used to instruct graduate students and advanced undergraduates with a background
in a quantitative science or engineering. Practitioners may fi nd the book useful for
gaining an understanding of the science and methods outside their specialty. To
make the text as accessible as possible, we presume no prior knowledge of environmental processes or environmental modeling, although we do expect readers to
have a working knowledge of the fundamentals of physical science and mathematics
through vector calculus, including some knowledge of statistics.
Development of a textbook on environmental risk analysis is a challenging
undertaking. Environmental risk analysis encompasses a variety of diverse technical disciplines, including surface water hydrology, groundwater hydrology, air dispersion meteorology, chemical process engineering, toxicology, health physics,
decision analysis, and risk communication, to name a few. Each of these disciplines
is a separate fi eld of technical study, often with individual academic curricula and
professional certifi cation. A signifi cant challenge in developing the book has been
choosing the appropriate degree of depth and detail for each of these many technical disciplines. Our approach is to provide enough information for each discipline
so that the reader can develop an understanding of its role in the overall analysis,
its methods, and signifi cant uncertainties. Because the treatment of each specialty
is limited, practitioners are likely to seek more focused texts for their particular
specialty.
Certain perspectives on environmental risk analysis have shaped the treatment:
1. Most environmental risk analyses require a completely integrated approach
to be successful.
2. The risk analysis is driven by the questions asked and the nature of the
system—a single approach does not fi t all.
3. Quantitative analysis is a useful tool, but analysts, reviewers, and managers
should understand the limitations and uncertainties of the analysis.
xii PREFACE
4. Although risk assessment is the main focus of the book, risk communication,
risk management, and regulatory requirements are essential features of most
risk analyses and have a signifi cant impact on virtually all technical aspects
of the analysis.
Several unifying principles are used to address these perspectives and to assist
in organizing the text:
1. The paradigm for the risk assessment calculation is four sequential steps
(release assessment, transport assessment, exposure assessment, and consequence assessment) in which the output of one step provides the input to the
next.
2. The contaminant transport equation and its solutions may be used to model
a wide variety of environmental systems by choosing model aspects and conditions appropriate to the system.
3. The characterization of human health consequences as either deterministic
or stochastic, as is commonly done in health physics, is extended to include
both chemical and radioactive contaminants, thereby providing a unifi ed
basis for describing and quantifying human health consequences.
4. Both qualitative and quantitative uncertainties are important at every step of
the analysis.
The book has its origins in class notes for a risk assessment course taught since
the mid-1980s in the Department of Environmental Engineering and Science at
Clemson University. These evolved into a set of instructional modules prepared for
the U.S. Department of Energy and published in 1998. These modules were subsequently used at Clemson University and for six semesters of instruction in the
Professional Master of Engineering Program at the University of Maryland. The
book represents a signifi cant enhancement and update of the original modules and
has benefi ted from extensive classroom experience.
The overall organization of the book is as follows: Chapter 1 is an overview of
environmental risk analysis and environmental risk assessment, Chapter 2 describes
the modeling process and fundamentals of environmental models, Chapters 3
through 11 are concerned with environmental risk assessment, Chapter 12 deals
with uncertainty and sensitivity analysis, Chapter 13 covers risk communication,
Chapter 14 describes methods of risk management, and Chapter 15 presents environmental laws and regulations. Since a four-step paradigm is used for the risk
assessment calculation, the risk assessment chapters are organized as follows:
Chapter 3, release assessment; Chapter 4, generic transport; Chapters 5 to 8, surface
water, groundwater, atmospheric, and food chain transport, respectively; Chapter
9, exposure assessment; and Chapters 10 and 11, basic human toxicology and
dose–response; respectively. Much of the material presented in Chapters 2 through
11 is in the form of deterministic quantitative relationships. There are exceptions
to this practice; for example, Chapter 3 contains an abbreviated treatment of probabilistic methods used for analyzing releases. For historical, pedagogical, and practical reasons, probabilistic methods are not described substantially until Chapter 12.
PREFACE xiii
This approach allows treatment of the various disciplines in a simplifi ed, largely
deterministic fashion conducive to instruction at this level.
The book is designed to allow fl exible approaches to instruction. We recognize
that some readers will benefi t from certain mathematical treatments, and some will
not. To accommodate varying degrees of facility with mathematics, the book
is structured to facilitate passing up mathematically demanding parts without
interrupting the orderly presentation of material. Thus, selected sidebars, examples, and problems with heavy mathematical content can be skipped without seriously affecting the reader’s ability to proceed through the remainder of the book.
Similarly, Chapter 12, Chapter 14, or both may be omitted in a one-semester course.
Our experience is that readers who have stronger backgrounds in mathematics have
a greater appreciation for, and accrue greater benefi ts from, using the contaminant
transport equation as a unifying theoretical basis for most of the mathematical
models that are used in risk calculations. Consequently, the instructor must decide
whether the material in Chapter 4 is appropriate for a given class. To fi t the course
into a single semester, some chapters will probably need to be skipped, depending
on the course focus. For instructors wishing to emphasize the overall environmental risk analysis process, Chapters 13, 14, and probably 15 are essential; however,
one or more of the environmental transport chapters (Chapters 5, 6, 7, or 8) could
be omitted. For instructors wishing to emphasize the risk assessment calculation,
all or parts of Chapters 13, 14, or 15 could be omitted.
We are indebted to the many people who have contributed to the book. We
thank Sandra Clipp for her invaluable help in preparing the manuscript, Debbie
Falta for checking the examples and assisting in preparation of the solutions manual,
Rachael Williams for her careful review of Chapters 1 through 9, graduate students
at Clemson University and in the Professional Master of Engineering Program at
the University of Maryland for valuable comments and corrections, Mary Shirley
for her assistance with the fi gures, and Tom Overcamp for his review of the atmospheric transport chapter. Thanks are also extended to Kevin Farley, David Hoel,
Owen Hoffman, Tom Kirchner, Frank Parker, Art Rood, and Linda Wennerberg,
who reviewed a set of educational modules that served as a precursor to the book.
We also want to thank Jerry E. and Harriet Calvert Dempsey for fi nancial support
through their endowment to Clemson University.
Robert A. Fjeld
Norman A. Eisenberg
Keith L. Compton