United States Environmental Protection Agency	Office of Research and Development

National Exposure Research Laboratory
Research Abstract

Government Performance Results Act (GPRA) Goal 4
Annual Performance Measure 250

Significant Research Findings:

Estimating and Projecting Impervious Cover in the Southeastern

United States

Scientific	The pressure on water resources due to urbanization is rapidly increasing as the U.S.

Problem and	population grows. Along with increased development comes increased impervious

Policy Issues	surfaces-areas such as roads, parking lots, driveways, and buildings-which prevent

infiltration of water into the underlying soil. The most difficult to control and correct
impact of urbanization on water courses is the extensive hydrologic alteration of
watersheds , i.e., excessive (as well as polluted) runoff from these increased impervious
surfaces. Development practices that reduce effective impervious area and include other
strategies to protect water quality are more effective and less costly than remedial
restoration efforts. Impervious area estimates and projections are a potentially effective
tool for highlighting areas that are at-risk for aquatic resources degradation or where stream
system integrity is likely to decline in the near future if effective planning and management
programs are not implemented. These estimates and projections can guide the selection of
monitoring locations by state and regional EPA officials, focus educational efforts in at-
risk areas, and aid wide-area planning. However, the use of impervious cover as an
effective screening tool for identifying at-risk streams requires an easy and reasonably
accurate method for estimating it over a large area. In addition, the ability to identify at-
risk areas also requires the development of approaches for estimating impervious cover that
link projections of imperviousness to socioeconomic projections.

The overall goal of this study is the development and application of a simple, reliable
method for estimating and projecting impervious cover in small watersheds for all the states
in EPA's Region 4. The first step in meeting this objective was the development of a test
data set of impervious cover for a range of development intensity. Test data were collected
from aerial photographs in two separate locations including 56 watersheds in Frederick
County, Maryland and 13 watersheds in the Atlanta, Georgia area. Following the evaluation
of single data type approaches for estimation and projection of wide area impervious cover,
the Region 4 estimates were based on the use of multiple data sources -block level census
data, categorized land use/land cover data and road networks. The different data types were
used to represent components of imperviousness most appropriate to the specific data
source. Population density was used as an indicator of impervious cover generated by
residential development. Categorized satellite imagery was used to evaluate the
contribution of commercial and industrial areas-areas that are clearly identified from
satellite imagery. Road network data was used to estimate impervious cover contributed by
major highways that wasn't related to local residential development. This approach
estimated impervious cover on average within approximately 1% total impervious area in
the test watersheds without any parameter fitting to the test data set.

Research
Approach


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Results and	Complete identification and eventual prevention of urban water quality problems pose

Impact	significant monitoring and water quality management challenges. The multiple data

source wide area impervious estimation and projection technique can assist in meeting
these challenges by providing: 1) cheap estimates of impervious cover at the watershed and
sub-watershed scales; 2) a region-wide approach to screening for waters likely impaired or
threatened by urban storm water; and 3) projections of change in imperviousness over time.
The current impervious area estimates identify specific watersheds where existing adverse
impacts due to impervious surfaces are likely. Some urban streams in these watersheds are
listed as impaired through Section 303(d) of the Clean Water Act and are subject to TMDL
development. However, many potentially degraded waters are not yet listed, primarily due
to a lack of systematic monitoring approaches to identify urban water quality problems.
Using the results presented in this study, potentially degraded streams that are not already
listed under the 303(d) impaired waters listing process for sediment and biological integrity
impairment can be prioritized for monitoring to ascertain if they are in fact impaired. The
future impervious area projections of this study highlight the high growth areas of the
Southeast, and the specific watersheds where this growth will be most likely to occur -
areas where effective storm water management and prevention of urban storm water
impacts are likely to be most cost effective.

This research was performed in collaboration with USEPA Region 4 with the participation
of Jim Harrison through the Regional Research Partnership Program. Stream benthic data
were kindly provided by Trish MacPherson of the North Carolina Division of Water
Quality (NCDWQ), along with point watersheds delineated for those sites graciously
shared by Dr. Halil Cakir and Dr. James Gilliam of North Carolina State University. A
report describing this research in detail can be found at

http://www.epa.gov/athens/publications/downloadable.html. Additional publications from
this study include:

Bird, S.L., Exum, L.R. and Alberty, S. 2000. "Generating high quality impervious cover
data." Quality Assurance. 8:91-103.

Bird, S., Harrison, J., Exum, L., Alberty, S., and Perkins, C. 2002. "Screening to Identify
and Prevent Urban Storm Water Problems: Estimating Impervious Area Accurately and
Inexpensively." Proceedings of the National Water Quality Monitoring Council
Conference. May 19-23, 2002. Madison, WI.

Future Research A good assessment of impervious cover projections can only come as a retrospective

analysis similar to what has been done at multiple scales for population projections. A post
hoc assessment of projections of impervious cover is important follow on to this research.
In addition, proposed future research includes assessment of the percent total impervious
area vs percent effective impervious area along with comparison of the ratio of rooftops vs.
roads and commercial vs. residential changes over time. Methods to improve
determination of these subcategories of imperviousness will provide better indicators of
aquatic health.

Contacts for	Questions and inquiries can be directed to:

Additional	Linda Exum

Information	U.S. EPA, Office of Research and Development

National Exposure Research Laboratory
960 College Station Road, Athens, GA 30605-2700
Phone: 706-355-8120

Research
Collaboration and
Research
Products

E-mail: exum.linda@epa.gov


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