Flood Flow for a Return Period (Gumbel Frequency Analysis)

Also known as Gumbel flood frequency · EV1 flood frequency analysis · 100 year flood from annual peaks · design flood from mean and standard deviation · frequency factor K_T · Chow frequency factor · flow with a given return period · extreme value type I flood · how big is the 50 year flood · return period flow from annual maxima · method of moments Gumbel

QT=μ+KT σ,KT=−6π[γ+ln⁡ln⁡TT−1]Q_T = \mu + K_T\,\sigma, \quad K_T = -\frac{\sqrt{6}}{\pi}\left[\gamma + \ln\ln\frac{T}{T-1}\right]
sig figs

Worked example: mean 1,000, σ 300 m³/s, 10 years (K = 1.305) → 1,391.5 m³/s. Press Try an example to run it live, then adjust anything.

Enter your known values, leave one input blank, and solves for the missing one. Tap a variable’s symbol to see what it means, with a typical value. Change any unit and the answer follows.

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See also

Return Period from Rank (Weibull): The plotting-position way to put a return period on a flood that has already happened, using only the rank in the record.Exceedance Risk over a Design Life: What the chance is of seeing a flood of this return period during a stated number of years.At-a-Station Hydraulic Geometry: Channel Width from Discharge: How wide the river runs at the flow this page gives.Gutenberg–Richter Frequency–Magnitude Relation: Another law for rare, large events from a record of ordinary ones.
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Flood Flow for a Return Period (Gumbel Frequency Analysis) explained

KT σσμQTT

The flow a river usually carries and the flow it reaches in its worst year are different things, and this formula is about the second. A flood with return period TT is one that the river reaches or passes, on average, once in TT years, and QTQ_T is the flow of that flood. You supply the mean μ\mu and the standard deviation σ\sigma of the annual peak flows, meaning the highest flow in each year of the record, and the formula assumes those peaks follow the Gumbel (extreme value type I) distribution.

Read the answer as the mean plus a number of standard deviations, QT=μ+KT σQ_T = \mu + K_T\,\sigma. All the dependence on the return period sits in the frequency factor KT=−6π[γ+ln⁡ln⁡TT−1]K_T = -\frac{\sqrt{6}}{\pi}\left[\gamma + \ln\ln\frac{T}{T-1}\right], where γ\gamma is the constant 0.5772. Nothing about the river enters KTK_T, only TT, so one short table of factors serves every gauge: about 1.3 for 10 years, 2.0 for 25, 2.6 for 50 and 3.1 for 100. The factor can be negative. For 2 years it is −0.164-0.164, so the two-year flood comes out a little under the mean.

Take a record with a mean of 1,000 and a standard deviation of 300 m³/s, so that the flood is 1,000 plus 300 times the factor. For 10 years the factor is 1.305 and the flood is 1,391.5 m³/s. For 100 years the factor is 3.137 and the flood is 1,941.1 m³/s. The page also runs the other way: a flow of 1,941.1 m³/s on that same record comes out as a flood expected once in 100 years. Solving for μ\mu or σ\sigma rearranges the same relation.

The method is Gumbel's, from his 1941 paper on the return period of flood flows, and the general form with a frequency factor is the one Chow set out in 1951 for hydrologic frequency analysis. The factors above are the textbook Gumbel values for an infinite record. A real record is finite, and μ\mu and σ\sigma are estimated from the years you have, so a flood with a long return period asks the record to say more than its years directly show: the number is only as good as the record is long. If the peaks at a gauge do not follow the Gumbel distribution, the factors do not apply. To put a return period on a flood that has already happened, using only its rank in the record, use the plotting-position page on return period from rank instead.

Flood Flow for a Return Period (Gumbel Frequency Analysis) formula

QT=μ+KT σ,KT=−6π[γ+ln⁡ln⁡TT−1]Q_T = \mu + K_T\,\sigma, \quad K_T = -\frac{\sqrt{6}}{\pi}\left[\gamma + \ln\ln\frac{T}{T-1}\right]
Where
  • QTQ_T= Flow with return period T (m³/s)
  • μ\mu= Mean annual peak flow (m³/s)
  • σ\sigma= Standard deviation of the annual peaks (m³/s)
  • TT= Return period (yr)
Where this comes from
  • Gumbel, E. J. (1941). The return period of flood flows. The Annals of Mathematical Statistics, 12(2), 163-190. Read it
  • Chow, V. T. (1951). A general formula for hydrologic frequency analysis. Eos, Transactions American Geophysical Union, 32(2), 231-237. Read it
Revised 30 October 2026
Cite this page

formula.expert. (2026, October 30). Flood Flow for a Return Period (Gumbel Frequency Analysis) Calculator. https://formula.expert/solvers/gumbel-flood-frequency-quantile