Streamflow Statistics on the Web: A Prototype for a National Rivers Information Center By Kernell Ries USGS, Office of Surface Water Reston, VA.

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Presentation transcript:

Streamflow Statistics on the Web: A Prototype for a National Rivers Information Center By Kernell Ries USGS, Office of Surface Water Reston, VA

Need for Streamflow Statistics Water resources planning, management, and permitting Instream flow determinations for pollution and habitat Design and permitting of facilities such as wastewater-treatment plants, hydropower plants, and water-supply reservoirs Design of structures such as roads, bridges, culverts, dams, locks, and levees

Problems in Providing Statistics Published streamflow statistics for data- collection stations are scattered among hundreds of reports nationally Many publications are out of date and/or out of print Labor cost for information requests is high Streamflow statistics are not available everywhere they are needed

Regression Equations Used to estimate streamflow statistics for ungaged sites Relate streamflow statistics to measured basin characteristics Developed by all 48 USGS districts on a State- by-State basis through the cooperative program Often not used because efforts needed to determine basin characteristics is very high Users often measure basin characteristics inaccurately

Example Basin Characteristics Regression equations take the form: Q 100 = 0.471A E SH Drainage area is used in nearly all equations Other common variables include:  Basin slope, relief, or mean elevation  Precipitation (mean annual; 2-year, 24-hour)  Stream length or slope  Land use (forest area, wetland and water areas)  Basin shape or orientation  Soils or surficial geology

Manually Determining Basin Characteristics A 10-square mile basin takes about 24 hours once you have the proper materials The required time increases exponentially with increasing watershed area because of the increasing dendritic patterns and logistical problems when matching between map sheets The manual process is not completely repeatable The error introduced by determining basin characteristics probably is as large as the uncertainty in the regression models

The Massachusetts Streamstats Web Application - Provides published streamflow statistics, basin characteristics, and other information for data- collection stations Provides estimates of streamflow statistics, basin characteristics, and other information for user- selected points on ungaged streams

User Interface Streamflow Statistics Database Statistics Calculation Program GIS Database Web Application Components

User Interface Interacts with users to enable site selection Displays maps Allows adding/subtracting map layers Allows zooming and panning to places of interest Displays results in a separate output window

Statistics Database Includes Previously published streamflow statistics for data-collection stations Descriptive information, such as station name and number, coordinates, period of record Basin characteristics, such as drainage area, total stream length, mean basin slope

GIS Database Includes All data layers needed to solve regression equations Other data layers needed to locate sites of interest, such as state and town boundaries, streams, and roads Digital topographic maps (DRG’s) for detailed selection

Required Data Layers Hydrography – networked, centerlined, reach coded; derived from 1:24,000 topographic maps Elevation grids (DEM) – unaltered and drainage enforced - 1:24,000 Sub-basin boundaries - from delineations on 1:24,000 topographic maps; minimizes dependence on DEM for basin delineation and speeds processing; average subbasin area is 4 sq. mi.

Statistics Calculation Program Measures basin characteristics for user-selected sites Solves regression equations to obtain estimated streamflow statistics and provides prediction intervals as estimates of errors Delivers basin characteristics, streamflow statistics, prediction intervals, and maps of user- defined basins back to user interface

Mass. Application Components User interface is a Java applet created by a consultant, Syncline, Inc. Low-flow statistics database is an ArcView.dbf file, created in Access GIS database is a library of ArcInfo coverages Basin characteristics measurement and statistics calculation program is an Avenue script ArcView is enabled over the Web by use of ArcViewIMS software

Web Application Home Page

User Interface at Startup

Zoom In and Add Map Layers

Example Output from Database

Example Output from Database, cont’d

Site Selection for Low-Flow Analysis

Example Output for Ungaged Sites

Example Output for Ungaged Sites, cont’d

Benefits to Users Published statistics are readily available The process for ungaged sites takes a fraction of the time required by manual methods - usually less than 15 minutes Large collections of maps, equipment, and software aren’t necessary The process is reproducible Little or no additional error is introduced in the accuracy of the low flow estimates. Only basic understanding of hydrology, computer science, geographic analysis is needed

Benefits to USGS Reduced costs for handling information requests Consistent information delivery Fulfills goals of USGS Strategic Plan and National Streamflow Information Program Application is expandable, and could be used to deliver other types of data for user-defined locations or areas (water quality, water use, ground water, biological, geological)

Application Status The application will not be announced to the public until January, 2001, when the final report is released The State of Massachusetts will require use of the application to estimate natural streamflow for locations of all new water withdrawals in excess of 100,000 gpd, and for NPDES permits At least 15 USGS district offices are working to develop similar applications.

Developing a National Application FY2001 funds are available to begin developing a national application A team approach will be used because of the complexity of the application Initial team meetings will be held in January 2001 Partial implementation will be completed by September 2001

Objectives Develop a generic national web application that can provide streamflow statistics for data- collection stations and for ungaged sites Implement the application in selected test areas, evaluate its performance, and make any necessary changes Provide guidance to districts for implementing the application

Tasks Determine hardware, software, and digital map data requirements, and standardized data preparation methods Develop a generic user interface Develop a national streamflow statistics database Modify or develop a new statistics calculation program Assemble national and regional GIS data Compile and program regional equations for estimating streamflow statistics

User Interface Development Evaluate various technologies for providing the ability to select points on digital maps, including the Massachusetts application and others Employ the technology that is most cost effective, efficient, and portable Design standard look and feel of applet and output window Change programming to work with new standard statistics and GIS database formats

User Interface Development, cont’d Add more selection functionality (select by street address, coordinates, etc.) Add more analysis functionality (drainage-area ratio estimates, additional databases, etc.) Coordinate with developers of other USGS Web mapping applications, and with other agencies

Stream Information Database Development Determine hardware and software requirements Determine what basin characteristics and streamflow statistics should be included Design database structure and standards Develop data entry form(s)

GIS Applications for Measuring Basin Characteristics Evaluate potential GIS software and programming languages Evaluate and recommend standard methods for measuring basin characteristics Modify or develop programming for automatic measurement of basin characteristics Pursue use of CRADA between USGS and ESRI to complete development

GIS Database Development Use national data layers whenever possible Obtain and test data layers developed by NWS for solving National Flood Frequency Program equations Obtain additional data layers from districts and other sources, or develop them Standardize data architecture and naming conventions

Required Data Layers National Elevation Dataset (NED) – Elevation grid at 1:24,000 scale National Hydrography Dataset (NHD) – Centerlined, networked streams at 1:24,000- scale where available, at 1:100,000 scale elsewhere Watershed Boundary Dataset (WBD) – Drainage basin boundaries developed by NRCS, or State layers where WBD is not available Digital Raster Graphics (DRG) – Topographic maps, obtained by linking to Terraserver

Data Storage and Server Requirements Evaluate potential linkages to existing databases, such as Terraserver Evaluate and recommend appropriate hardware NatWeb will provide hardware for server and data storage based on recommendations

Regression Equations NFF software contains all peak-flow equations, and is being modified to be the equation-solving engine for the national Web application Districts will need to provide equations for other streamflow statistics, which will then be entered into NFF Programming will be needed to allow transfer of information among NFF, the GIS program, and the user interface

Selection of Test Areas Preferably will encompass at least one entire HUC, with multiple States and hydrologic regions All GIS data needed to compute basin characteristics should be available Local districts or cooperators will provide labor to populate the streamflow statistics database and test the application

Testing the Prototype Comparisons will be made between basin characteristics and streamflow statistics obtained using the application to those determined for stations used to develop the regression equations If differences in bias and accuracy are found, adjustments will be made to GIS procedures or regression coefficients, if possible Some areas may require new regression equations

National Implementation Eventually, a single national application will contain or link to data from all districts Headquarters staff will maintain the application, prepare guidance, and provide assistance to the districts for implementing the application Computations will be made available to the public only after the Districts have demonstrated the reliability of the results

District Responsibilities Provide equations to be programmed into the application by headquarters staff Populate streamflow statistics database Develop any necessary GIS data Test results and gain acceptance before equations will be provided to public Develop any new regression equations using basin characteristics obtained from GIS data layers

Conclusions A national web application for serving stream information will aid decision-makers at all levels of government and in private industry Savings in manpower compared to traditional manual techniques will be substantial and accuracy will be increased A prototype national application should be completed within a year Assistance from districts will be needed to complete full implementation