- 2070 Asar · 10 marks
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 (m/s) of a river from 1990 to 2006:
| Year | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 |
|---|---|---|---|---|---|---|---|---|---|
| Peak discharge (m/s) | 1400 | 4160 | 2580 | 2910 | 2250 | 1360 | 2280 | 2540 | 3900 |
| Year | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 |
|---|---|---|---|---|---|---|---|---|
| Peak discharge (m/s) | 3420 | 6170 | 2160 | 1360 | 5440 | 1340 | 3360 | 2800 |
Compute flood magnitude with 50 year return period (T) using Log-Pearson type III distribution. For T = 50 year, obtain frequency factor () for the computed coefficient of skewness () using the following table.
| 0 | 0.1 | 0.2 | 0.3 | 0.4 | 0.5 | 0.6 | 0.7 | 0.8 | 0.9 | 1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2.054 | 2.107 | 2.159 | 2.211 | 2.261 | 2.311 | 2.359 | 2.407 | 2.453 | 2.498 | 2.542 |
| 1.2 | 1.4 | 1.6 | 1.8 | 2 | 2.2 | 2.5 | 3 | |
|---|---|---|---|---|---|---|---|---|
| 2.626 | 2.706 | 2.78 | 2.848 | 2.912 | 2.970 | 3.048 | 3.152 |
Method. Take , find its mean, standard deviation and skewness, then and .
| Year | Q (m³/s) | z = log Q | z − z̄ | (z − z̄)² | (z − z̄)³ |
|---|---|---|---|---|---|
| 1990 | 1400 | 3.1461 | -0.2720 | 0.0740 | -0.02013 |
| 1991 | 4160 | 3.6191 | 0.2009 | 0.0404 | 0.00811 |
| 1992 | 2580 | 3.4116 | -0.0065 | 0.0000 | 0.00000 |
| 1993 | 2910 | 3.4639 | 0.0457 | 0.0021 | 0.00010 |
| 1994 | 2250 | 3.3522 | -0.0660 | 0.0044 | -0.00029 |
| 1995 | 1360 | 3.1335 | -0.2846 | 0.0810 | -0.02306 |
| 1996 | 2280 | 3.3579 | -0.0602 | 0.0036 | -0.00022 |
| 1997 | 2540 | 3.4048 | -0.0133 | 0.0002 | 0.00000 |
| 1998 | 3900 | 3.5911 | 0.1729 | 0.0299 | 0.00517 |
| 1999 | 3420 | 3.5340 | 0.1159 | 0.0134 | 0.00156 |
| 2000 | 6170 | 3.7903 | 0.3721 | 0.1385 | 0.05153 |
| 2001 | 2160 | 3.3345 | -0.0837 | 0.0070 | -0.00059 |
| 2002 | 1360 | 3.1335 | -0.2846 | 0.0810 | -0.02306 |
| 2003 | 5440 | 3.7356 | 0.3174 | 0.1008 | 0.03199 |
| 2004 | 1340 | 3.1271 | -0.2911 | 0.0847 | -0.02466 |
| 2005 | 3360 | 3.5263 | 0.1082 | 0.0117 | 0.00127 |
| 2006 | 2800 | 3.4472 | 0.0290 | 0.0008 | 0.00002 |
| Sum | 58.1088 | 0 | 0.6735 | 0.00774 |
n = 17.
Frequency factor for T = 50 years. From the table, gives 2.054 and gives 2.107. Interpolating for :
Flood magnitude.
Answer: the 50-year flood ≈ 7022 m³/s.
✓ Answer checked by Claude Sonnet 5.5
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