Scientific Investigations Report 2011–5144
AbstractPeak-flow annual exceedance probabilities, also called probability-percent chance flow estimates, and regional regression equations are provided describing the peak-flow characteristics of Virginia streams. Statistical methods are used to evaluate peak-flow data. Analysis of Virginia peak-flow data collected from 1895 through 2007 is summarized. Methods are provided for estimating unregulated peak flow of gaged and ungaged streams. Station peak-flow characteristics identified by fitting the logarithms of annual peak flows to a Log Pearson Type III frequency distribution yield annual exceedance probabilities of 0.5, 0.4292, 0.2, 0.1, 0.04, 0.02, 0.01, 0.005, and 0.002 for 476 streamgaging stations. Stream basin characteristics computed using spatial data and a geographic information system are used as explanatory variables in regional regression model equations for six physiographic regions to estimate regional annual exceedance probabilities at gaged and ungaged sites. Weighted peak-flow values that combine annual exceedance probabilities computed from gaging station data and from regional regression equations provide improved peak-flow estimates. Text, figures, and lists are provided summarizing selected peak-flow sites, delineated physiographic regions, peak-flow estimates, basin characteristics, regional regression model equations, error estimates, definitions, data sources, and candidate regression model equations. This study supersedes previous studies of peak flows in Virginia. |
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Austin, S.H., Krstolic, J.L., and Wiegand, Ute, 2011, Peak-flow characteristics of Virginia streams: U.S. Geological Survey Scientific Investigations Report 2011–5144, 106 p. + 3 tables and 2 appendixes on CD. (Also available online at http://pubs.usgs.gov/sir/2011/5144/.)
Abstract
Introduction
Purpose and Scope
Background
Physical Setting
Coastal Plain
Piedmont
Blue Ridge
Valley and Ridge
Appalachian Plateaus
Previous Studies
Approach
Site Selection
Data Evaluation
Flood-Frequency Analysis
Basin Characteristics
Regionalization
Definition of Regions
Model Development
Model Verification and Diagnostics
Weighting Multiple Estimates
Weighting of Independent Estimates
Peak-Flow Characteristics
Other Methods for Estimation at Ungaged Sites
Examples of Calculating Peake-Flow Estimates
Use of Regression Equations
Drainage-Area Ratio Method
Ungaged Site with Nearby Gage
Gaged Site
Summary
Acknowledgments
References
Glossary
Appendix 1. Curves and residual plots for candidate single-parameter regional egression equations for estimating peak flows of streams in Virginia
Appendix 2. Curves and residual plots for candidate multi-parameter regional regression equations for estimating peak flows of streams in Virginia