Example 1 illustrates the computation of a peak flow frequency curve using EMA and Bulletin 17C procedures with an annual maximum series comprised of systematic flood peaks. For this example, USGS gage 01134500 Moose River at Victory, Vermont is used. The Moose River is located in the northeastern part of the state and flows mostly from north to south through very hilly terrain. The Moose River basin is approximately 75 square miles of nearly all forest (England, et al., 2018). Historically, it was an important logging area and some logging still continues today. Attempts at farming in the basin have generally failed due to the presence of shallow rocky soil. There are a small number of villages in the basin, but overall it is sparsely populated with only a few miles of paved roadway. There is also a large bog approximately a third of a mile upstream from the gage. The bog is part of the 5,000 acre Victory Basin Wildlife management area. While there is no streamflow regulation in the basin, the bog attenuates peaks in the basin. The Moose River at Victory, VT stream gage has an annual peak record consisting of 68 peaks beginning in 1947 and ending in 2014, as shown in Figure 1. The annual peak flow record is tabulated within Table 1.

Figure 1. Moose River at Victory, VT Annual Peak Flow Record.
Table 1. Moose River at Victory, VT Annual Peak Flow Record.

Date

Flow (cfs)

13 Apr 1947

2080

28 Mar 1948

1670

28 Mar 1949

1480

21 Apr 1950

2940

05 Dec 1950

1560

02 Jun 1952

2380

27 Mar 1953

2720

23 Apr 1954

2860

15 Apr 1955

2620

30 Apr 1956

1710

22 Apr 1957

1370

21 Dec 1957

2180

04 Apr 1959

1160

29 Nov 1959

2780

24 Apr 1961

1580

08 Apr 1962

2110

22 Apr 1963

2160

15 Apr 1964

2750

14 Jun 1965

1190

26 Mar 1966

1560

03 Apr 1967

1800

24 Mar 1968

1600

29 Apr 1969

2400

25 Apr 1970

3010

04 May 1971

1490

05 May 1972

2920

01 Jul 1973

4940

22 Dec 1973

2550

20 Apr 1975

1250

02 Apr 1976

2670

31 Mar 1977

2020

10 May 1978

1460

26 Mar 1979

1620

10 Apr 1980

1460

21 Feb 1981

1570

18 Apr 1982

2890

04 May 1983

1840

31 May 1984

2950

17 Apr 1985

1380

31 Mar 1986

2350

31 Mar 1987

4180

06 Apr 1988

1700

06 Apr 1989

2200

18 Mar 1990

3430

24 Dec 1990

2270

23 Apr 1992

2180

17 Apr 1993

1900

17 Apr 1994

2760

06 Aug 1995

4536

24 Apr 1996

2160

02 Dec 1996

1860

31 Mar 1998

2680

18 Sep 1999

1540

11 May 2000

2110

25 Apr 2001

2950

14 Apr 2002

2410

30 Mar 2003

2230

28 Oct 2003

1980

04 Apr 2005

1610

17 Oct 2005

2640

24 Apr 2007

1930

20 Apr 2008

1940

04 Apr 2009

1810

24 Mar 2010

1900

01 Oct 2010

3140

20 Mar 2012

1370

20 Apr 2013

2180

16 Apr 2014

4250

A Bulletin 17 Analysis using EMA and Bulletin 17C procedures has been developed for this example. To open the analysis, either double-click on the analysis labeled "B17C Example 1" from the Study Explorer or from the Analysis menu select open, then select "B17C Example 1" from the list of available analyses. When "B17C Example 1" is selected, the Bulletin 17 analysis editor will appear as shown in Figure 2. As shown, the Skew option was set to use the Weighted Skew. To use the weighted skew option, the user must enter a value for the Regional Skew and the Regional Skew MSE. In this example, a regional skew coefficient of 0.44 was used along with a Regional Skew MSE of 0.078.

The recommended procedure for estimating regional skew in Bulletin 17C is the Bayesian generalized least squares (B-GLS) method. Regional skew studies are available for many states through the Advisory Committee on Water Information, Subcommittee on Hydrology, Hydrologic Frequency Analysis Working Group website. Regional skew values presented in these reports supersede the values from the Bulletin 17B generalized skew map.

 
Figure 2. Bulletin 17 Analysis General Tab for B17C Example 1.
No changes to the Options tab are necessary. The EMA Data tab for this example is shown in Figure 3. Since this example uses an annual maximum series consisting entirely of systematic data with a complete record, a single zero – inf perception threshold is adequate. No modifications to the default flow ranges and data types are necessary.

Figure 3. Bulletin 17 Analysis EMA Data Tab for B17C Example 1.
Once all of the General and EMA Data tab settings are set or selected, the user can press the Compute button to perform the analysis. Once the computations have been completed, a message window will open stating Compute Complete. Close this window and then select the Tabular Results tab. The analysis window should resemble Figure 4. As shown in Figure 4, the Frequency Curve table contains the following results:

  • Percent Chance Exceedance
  • Computed Curve (Log Pearson Type III results)
  • Confidence Limits (5% and 95% chance exceedance)

On the bottom left side of the results tab is a table of Distribution Parameters for the observed station data (mean, standard deviation, and station skew) and regional adjustment (regional skew, weighted skew, and adopted skew). Additionally, the computed EMA Estimate of MSE (G at-site) and Grubbs-Beck Critical Value are shown within this table. On the bottom right side of the results tab is an Events table showing the number of historic events used in the analysis, number of high outliers found, number of low outliers and zero flows found, number of missing flows, number of systematic events, the historic period in years, and the Equivalent Record Length in year.

Figure 4. Bulletin 17 Analysis Tabular Results Tab for B17C Example 1.

In addition to the tabular results, a graphical plot of the computed frequency curves can be obtained by pressing the Plot Curve button at the bottom of the analysis window. The Log Pearson Type III distribution fit using EMA and Bulletin 17C procedures to the input annual maximum flow data set, the 5% and 95% confidence limits, and the computed Hirsch/Stedinger plotting positions are shown in Figure 5.

Figure 5. Plotted Frequency Curves for B17C Example 1.
Because the annual peak flow record contains only systematic peaks with no historic information, no censored peaks, and no low outliers identified using the Multiple Grubbs-Beck Test, the fitted peak flow frequency curve using EMA and Bulletin 17C procedures is the same as that obtained using Bulletin 17B procedures. However, due to the appropriate consideration of the uncertainty in the skew coefficient within the Bulletin 17C procedures, the 5% and 95% confidence limits are different when compared against results obtained using Bulletin 17B procedures.

In addition to the tabular and graphical results, there is a report file that shows the order in which the calculations were performed. To review the report file, press the View Report button at the bottom of the analysis window. When this button is selected, a text viewer will open the file and display it on the screen. Shown in Figure 6 is the report file. The report file contains a listing of the input data, preliminary results, outlier and historical data tests, additional calculations needed, and the final frequency curve results. Different types and amounts of information will show up in the report file depending on the data and the options that have been selected for the analysis. The user should review the report file to understand how the Bulletin 17C procedures were applied.

Figure 6. Report File for B17C Example 1.