U.S. Geological Survey - http://www.usgs.gov U.S. Geological Survey - http://www.usgs.gov

FLOOD CHARACTERISTICS OF MISSISSIPPI STREAMS

by M.N. Landers and K.V. Wilson, Jr.

Prepared by the U.S. Geological Survey
in cooperation with the
Mississippi State Highway Department


1991 WATER-RESOURCES INVESTIGATIONS REPORT 91-4037

TABLE OF CONTENTS

Abstract
Introduction
    Purpose and scope
    General description of study area
    Acknowlegments
Records of flooding
Statistical characteristics of annual peak flow
Flood-frequency estimates from streamflow records
    Weighted flood-frequency estimates
    Ungaged sites on gaged streams
    Accuracy of flood-frequency estimates for gaged stream sites
    Historical record evaluation
    Flood-frequency of the Pearl River main stem
Regional flood-frequency estimates for rural streams
    Generalized-least squares regression
    Explanatory variables
    Regional boundaries
    Selection of the appropriate flood-frequency equation
        Delta
        GT800
        East
        West
Regional flood-frequency estimates for urbanized streams
Limitations of regional flood-frequency estimates
    Rural streams
    Urbanized streams
Summary
References
Appendix--Regional skew coefficients

FIGURES

1. Map showing location of streamflow-gaging stations and flood-frequency regions

2-14.--Graphs showing:

2. Distribution of systematic peak-flow record lengths

3. Relation of basin shape coefficient to drainage area for the Pearl River main stem

4. Relation of flood-frequency discharge to drainage area for the Pearl River main stem

5. Relation of flood-frequency discharge for an average-shaped basin to drainage area for the Pearl River main stem

6. Relation of the 10-year discharge to basin characteristics

7. Characteristics of the 10-year flood residuals for the drainage basin subgroups and the whole-sample group of sites outside the Delta region

8. Characteristics of the 10-year flood residuals for the whole-sample (statewide) group and for the Delta region

9. Distribution of drainage area for 282 gaging stations outside the Delta region

10. Characteristics of the 10-year flood residuals for drainage area subgroups and the whole-sample group of sites outside the Delta region

11. Characteristics of the 10-year flood residuals for drainage area subgroups and the whole-sample group of sites outside the Delta region having drainage areas less than or equal to 800 square miles

12. Characteristics of the 10-year flood residuals for the whole- sample group of sites outside the Delta region and for the principal subgroup regions

13. Relation of observed 2-year, 10-year, and 100-year urban peak discharge to peak discharge estimated from equations 39, 41, and 44

14. Skew coefficient characteristics and boundaries of homogeneous skew regions in Mississippi

15. Map showing weighted-grid unbiased regional skew of log- transformed annual peak flow

16. Graph showing error of regional skew from weighted-grid and Interagency Advisory Committee on Water Data (IACWD) contour maps, where error of weighted-grid map is measured as the means sum of squared prediction errors (MPRESS) and error of IACWD map is measured as mean square error (MSE)

TABLES

1. Flood quantiles, standard error of estimate, and other information for gaging stations

2. Standard error of prediction for each flood-frequency regression equation

3. Additional basin characteristics for urban streams in Mississippi

4. Errors of prediction using the seven-parameter nationwide equations for urbanized streams in Mississippi

5. Characteristics of explanatory variables used in regression calculations for basins in the East and West regions with areas less than or equal to 800 square miles, basins in the Delta, and basins in the East or West regions with areas greater than 800 square miles (GT800)

6. Gaging stations used in skew coefficient analysis

ABSTRACT

Flood magnitudes for selected recurrence intervals from 2 to 500 years were determined for 330 gaged sites in the study area where annual peak- flow records have been collected. The principal study are is Mississippi; however, selected data collected in adjoining States on streams draining into or from Mississippi are also included. Flood frequency at a gaged stream site is defined by fitting the Pearson Type III probability dis- tribution to the log-transformed annual peaks. The accuracy of the flood frequency determined for a gaged site is determined primarily by the number of years of annual peak-flow record (the sample size). Greater accuracy is achieved in the current analysis than in previous analyses because of the additional years of annual peak-flow record. Flood-fre- quency and basin characteristics at gaged sites were used to developed regression equations for estimating flood frequency where annual peak-flow records are not available.

Flood frequency for ungaged stream sites in Mississippi may be estimated using basin characteristics in regression equations. Regression equations were computed using the generalized-least-squares procedure rather than the ordinary-least-squares procedure used in previous regional hydrologic analyses. The generalized-least-squares procedure considers the variable error of the gaging station flood frequencies and corrects for the cross- correlation of concurrent annual peaks. When the gaging stations in the sample for regression analysis have widely varying record lengths and concurrent peak flows, which are correlated between sites, the generalized- least-squares procedure provides more accurate estimates of the regression coefficients and model error than does the ordinary-least-squares procedure. These flood-frequency equations provide managers with improved tools for estimating flood frequencies for purposes of management and design.



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