CE 394K.3 : Geographic Information Systems in Water Resources

Term Project

Spring 1998


Improved Nonpoint Source Modeling with EPA BASINS 2.0

Brad Hudgens

bhudgens@mail.utexas.edu


Executive Summary

The goal of this project is to introduce subwatersheds delineated from a digital elevation model (DEM) into the Environmental Protection Agency's (EPA) Better Assessment Science Integrating Point and Nonpoint Sources (BASINS), Version 2.0, software package.  This will improve the accuracy of nonpoint source modeling in BASINS 2.0 using the Nonpoint Source Model (NPSM).  Currently, BASINS 2.0 allows the user to define subwatersheds by drawing in boundaries with the mouse.  There is no terrain coverage available to guide the user in delineating the subwatersheds.  The best that can be done is to use the EPA Reach File Version 1.0 (RF1) stream coverage as a guide.   Subwatersheds defined in this way will produce less accurate runoff and nonpoint loading estimates as they will differ from the actual watersheds defined by the terrain.

Current BASINS 2.0 subwatershed delineation tool

Using the hydrologic extension tools available in ArcView, it is possible to define watersheds from the terrain represented by a DEM.  At the Center for Research in Water Resources (CRWR) at the University of Texas, further hydrologic modeling tools have been developed for ArcView.  Building on these tools, it is possible to use a DEM to define subwatersheds for the RF1 river reaches in the BASINS project data.  Use of these digitally delineated watersheds with the NPSM will produce more accurate runoff and nonpoint loading estimates.


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Introduction to BASINS

EPA maintains a BASINS web site at http://www.epa.gov/OST/BASINS. This site contains information on BASINS, as well as offering downloads of BASINS2.0, BASINS data, and BASINS manuals. All the documents referenced below are available by download from the EPA in zipped Adobe Acrobat Reader .pdf format.  The BASINS 1.0 Users Manual provides a broad overview of the BASINS working environment.  It is available for order in hard copy along with the BASINS 1.0 CD-ROM. Users manuals for the HSPF and QUAL2E models are also available for download from the BASINS library.

BASINS is designed to support analysis of environmental systems within a watershed-based study area.  The program facilitates watershed analysis by bringing data for surface land and water features, water quality monitoring, and pollutant sources together in one computer environment.  Using ArcView as an integrating framework, BASINS allows the user to examine water quality data and related features in their spatial context, and select watershed data for input into water quality modeling programs.

BASINS hardware and software requirements can be seen on the EPA's BASINS web site.  It  is important to distinguish between BASINS 1.0 and BASINS 2.0. BASINS 1.0 is available from the EPA regional office on CD-ROM, and may be ordered from the EPA BASINS web site.  In the experience of a few of us who have ordered it, delivery from Region 6 is fairly prompt (within a week or two).  BASINS 1.0 is being superseded by BASINS 2.0, which is currently in the beta-test stage, and may be downloaded from the EPA BASINS web site.  BASINS 1.0 will only run with ARCVIEW 2.1.  BASINS 2.0 will only run with ARCVIEW 3.0a.

The best way to familiarize yourself with BASINS is to work through the exercises provided by the "BASINS Training Workshop" tutorial. This workshop can be downloaded from the BASINS library web site. Currently, in the Civil Engineering Learning Resources Center (LRC), BASINS 2.0 is installed on three PCs.  For lack of a better way of locating them, they are the three workstations, starting one in from the aisle, on the back row, in the back room of the LRC, 3.400. These exercises work through basic utilization of all the BASINS analytical tools, using the state of Georgia as a study area.  The necessary data is already present on the PCs in the LRC. These PCs all have the BASINS tutorial data installed on the hard drive, and available for use.  Ann Quenzer, a former graduate research assistant, has also prepared some introductory BASINS exercises set in the Austin area. These exercises are located at http://www.ce.utexas.edu/stu/quenzeam.

Outside of the tutorial, data for use in BASINS 2.0 may be taken from the BASINS 1.0 CD-ROM for the appropriate EPA region or downloaded from the web site.  There are a few specific files that have been updated for BASINS 2.0 and must be downloaded as well.  Unfortunately, these files are only available for some locations in the country.

A BASINS project is initiated with the data extraction tool.  This tool selects your study area by state, county, or HUC from the regional information provided on the BASINS CD.  It saves the coverage information for the extent of the selected study area as a distinct folder in the BASINS data folder.  The BASINS project builder tool is then used to build an ArcView project file with all the necessary BASINS scripts and referencing the data file for your study area for the available themes. Currently, there seem to be some problems with the project building process in the WindowsNT environment, but EPA has provided a workaround in the form of a specific ArcView project file, build.apr, which may be downloaded from the web site.

Tools for performing analysis in BASINS can be grouped into two modules :

A BASINS project is built with twenty-two coverages of spatially distributed data, environmental monitoring data, and point source data.  These are ArcView shapefiles, automatically added into the BASINS project as themes, and may be manipulated with all the related ArcView tools.  Specifically the coverages provided are : Back to Table of Contents


 

Project Procedure.

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Conclusions

A pollutant load is calculated as the product of flow and concentration. In nonpoint source modeling, the flow is composed of the runoff from a precipitation event, and the concentration is characterized by an estimated mean concentration (EMC) associated with a particular type of land use. Runoff and total pollutant load then become functions of total area and land use within a watershed.

Taking a stream network along the Flint River, east of Atlanta, Georgia, I applied both methods of delineating subwatersheds to the RF1 stream reaches. The differences in the subwatersheds can be seen :

It appears obvious that total area and land use change for each subwatershed depending on how it is delineated. To look more closely at these changes in one particular subwatershed, click on the charts below :

The effect of these differences in area and land use on the subsequent runoff and load calculations can be seen in the example NPSM output in Running NPSM, above. These plots show the runoff and fecal coliform loads produced by the two methods of watershed delineation over the same period of weather. In this particular case,the peak runoff differs from 200 to 500 cfs, and the total fecal coliform load differs correspondingly. These are significant differences that will effect watershed planning and decisionmaking. While there are inherent uncertainties in estimating rainfall-runoff relationships and EMCs from land use types, the uncertainty will only be compounded by poorly defined subwatersheds. The more accurately the subwatersheds are defined, the better the runoff and loading estimates will be.

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Future Work

The procedures used in this project to produce digitally delineated subwatersheds for an RF1 coverage in BASINS take a fairly long time to accomplish. I would say on the order of an hour, varying with the extent of the study area, user familiarity, and computer processing speed. It would make sense to develop coverages of digitally delineated subwatersheds that could be included with the final BASINS 2.0 package.

Using the procedures in this project it is will also be possible to create a watershed delineation tool for BASINS that will allow for the introduction of different digital elevation data. The work that I have done to introduce digitally delineated subwatersheds based on RF1 stream coverages into BASINS 2.0 consists of a series of procedures using both ArcInfo and ArcView. It remains necessary to use ArcInfo to project the DEM as long as this data is not provided in the BASINS projection. A digital elevation coverage, however, is promised to be included with the final release of BASINS 2.0. Using Avenue scripting then, the potential exists to automate these procedures, and reduce the user burden to simply selecting the reaches to have subwatersheds delineated. A conceptual series of scripts to accomplish this is shown here :

These scripts currently exist, with the exception of those highlighted :

Not knowing exactly what data will be included with BASINS 2.0 and how it will be presented, it is premature to try to produce an exact procedure at this point.

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Data Dictionary

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References

"HecPrepro v. 2.0 : An ArcView PreProcessor for HECs Hydrologic Modeling System."  F. Olivera, S. Reed, D. Maidment.  July 1998.

"Spatial Hydrology of the Urubamba River System in Peru Using Geographic Information Systems (GIS)."  F. Olivera.  January 1996.

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