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Log-Pearson III 50-year flood, 1990-2006

Short answer

Log-Pearson type III distribution applied to log10 of data yields a coefficient of skewness 0.063 and frequency factor 2.088 for T=50 years. The 50-year flood is estimated as 7022 m³/s.

The following are the annual peak flow data (m3^3/s) of a river from 1990 to 2006:

Year199019911992199319941995199619971998
Peak discharge (m3^3/s)140041602580291022501360228025403900
Year19992000200120022003200420052006
Peak discharge (m3^3/s)34206170216013605440134033602800

Compute flood magnitude with 50 year return period (T) using Log-Pearson type III distribution. For T = 50 year, obtain frequency factor (KTK_T) for the computed coefficient of skewness (CsC_s) using the following table.

CsC_s00.10.20.30.40.50.60.70.80.91
KTK_T2.0542.1072.1592.2112.2612.3112.3592.4072.4532.4982.542
CsC_s1.21.41.61.822.22.53
KTK_T2.6262.7062.782.8482.9122.9703.0483.152

Method. Take z=log⁡10Qz=\log_{10}Q, find its mean, standard deviation and skewness, then zT=zˉ+KTSzz_T=\bar z+K_TS_z and QT=10zTQ_T=10^{z_T}.

YearQ (m³/s)z = log Qz − z̄(z − z̄)²(z − z̄)³
199014003.1461-0.27200.0740-0.02013
199141603.61910.20090.04040.00811
199225803.4116-0.00650.00000.00000
199329103.46390.04570.00210.00010
199422503.3522-0.06600.0044-0.00029
199513603.1335-0.28460.0810-0.02306
199622803.3579-0.06020.0036-0.00022
199725403.4048-0.01330.00020.00000
199839003.59110.17290.02990.00517
199934203.53400.11590.01340.00156
200061703.79030.37210.13850.05153
200121603.3345-0.08370.0070-0.00059
200213603.1335-0.28460.0810-0.02306
200354403.73560.31740.10080.03199
200413403.1271-0.29110.0847-0.02466
200533603.52630.10820.01170.00127
200628003.44720.02900.00080.00002
Sum58.108800.67350.00774

n = 17.

zˉ=∑zn=58.108817=3.4182\bar z=\frac{\sum z}{n}=\frac{58.1088}{17}=3.4182 Sz=∑(z−zˉ)2n−1=0.673516=0.2052S_z=\sqrt{\frac{\sum(z-\bar z)^2}{n-1}}=\sqrt{\frac{0.6735}{16}}=0.2052 Cs=n∑(z−zˉ)3(n−1)(n−2)Sz3=17×(0.00774)16×15×0.00864=0.063C_s=\frac{n\sum(z-\bar z)^3}{(n-1)(n-2)S_z^3}=\frac{17\times(0.00774)}{16\times15\times0.00864}=0.063

Frequency factor for T = 50 years. From the table, Cs=0C_s=0 gives 2.054 and Cs=0.1C_s=0.1 gives 2.107. Interpolating for Cs=0.063C_s=0.063:

KT=2.054+0.063−00.1−0(2.107−2.054)=2.088K_T=2.054+\frac{0.063-0}{0.1-0}(2.107-2.054)=2.088

Flood magnitude.

z50=zˉ+KTSz=3.4182+2.088×0.2052=3.8465z_{50}=\bar z+K_TS_z=3.4182+2.088\times0.2052=3.8465 Q50=103.8465=7022 m3/sQ_{50}=10^{3.8465}=7022 \text{ m}^3/\text{s}

Answer: the 50-year flood ≈ 7022 m³/s.

✓ Answer checked by Claude Sonnet 5.5

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