Arid Zone Research ›› 2021, Vol. 38 ›› Issue (6): 1570-1578.doi: 10.13866/j.azr.2021.06.09
• Water Resources and Utilization • Previous Articles Next Articles
HUANG Xing1(),CHEN Fulong1(),ZHAO Qi2,HE Chaofei1,LONG Aihua1,3
Received:
2020-12-21
Revised:
2021-08-03
Online:
2021-11-15
Published:
2021-11-29
Contact:
Fulong CHEN
E-mail:22091364@qq.com;cfl103@shzu.edu.cn
HUANG Xing,CHEN Fulong,ZHAO Qi,HE Chaofei,LONG Aihua. Evaluation and combination analysis of runoff in Hotan River, Xinjiang[J].Arid Zone Research, 2021, 38(6): 1570-1578.
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Tab. 2
Classification standard of monthly runoff"
月份 | 玉河 | 喀河 | |||||||
---|---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 | S2 | S3 | S4 | ||
1 | 6.526 | 8.026 | 9.525 | 11.025 | 8.068 | 9.249 | 10.429 | 11.609 | |
2 | 7.002 | 8.148 | 9.293 | 10.438 | 9.841 | 10.481 | 11.122 | 11.763 | |
3 | 7.687 | 8.625 | 9.561 | 10.499 | 10.382 | 13.317 | 16.252 | 19.186 | |
4 | 9.840 | 11.990 | 14.140 | 16.289 | 15.701 | 21.165 | 26.628 | 32.092 | |
5 | 22.703 | 28.603 | 34.502 | 40.402 | 36.532 | 45.996 | 55.460 | 64.924 | |
6 | 72.108 | 95.649 | 119.190 | 142.731 | 96.621 | 118.051 | 139.482 | 160.914 | |
7 | 192.605 | 254.435 | 316.266 | 378.097 | 163.288 | 210.746 | 258.205 | 305.663 | |
8 | 206.126 | 262.214 | 318.301 | 374.389 | 172.332 | 211.367 | 250.402 | 289.436 | |
9 | 47.396 | 64.683 | 81.970 | 99.256 | 50.609 | 68.568 | 86.527 | 104.860 | |
10 | 14.456 | 17.389 | 20.320 | 23.252 | 20.387 | 24.485 | 28.583 | 32.681 | |
11 | 9.229 | 10.775 | 12.282 | 13.806 | 13.313 | 16.126 | 18.939 | 21.753 | |
12 | 7.883 | 9.131 | 10.376 | 11.622 | 7.719 | 10.853 | 13.995 | 17.133 |
Tab. 3
Results of runoff classification"
年份 | 模糊集对法 | 均值标准差法 | 年份 | 模糊集对法 | 均值标准差法 | ||||
---|---|---|---|---|---|---|---|---|---|
玉河 | 喀河 | 玉河 | 喀河 | 玉河 | 喀河 | 玉河 | 喀河 | ||
1960 | 特枯 | 枯 | 丰 | 平 | 1989 | 枯 | 枯 | 特枯 | 枯 |
1961 | 丰 | 平 | 特丰 | 特丰 | 1990 | 平 | 平 | 平 | 丰 |
1962 | 枯 | 特枯 | 枯 | 特枯 | 1991 | 枯 | 平 | 枯 | 枯 |
1963 | 枯 | 枯 | 枯 | 枯 | 1992 | 特枯 | 枯 | 特枯 | 枯 |
1964 | 枯 | 枯 | 枯 | 枯 | 1993 | 特枯 | 枯 | 特枯 | 特枯 |
1965 | 特枯 | 特枯 | 特枯 | 特枯 | 1994 | 平 | 平 | 平 | 丰 |
1966 | 丰 | 枯 | 丰 | 丰 | 1995 | 平 | 枯 | 枯 | 枯 |
1967 | 平 | 平 | 平 | 丰 | 1996 | 平 | 平 | 平 | 枯 |
1968 | 枯 | 平 | 平 | 枯 | 1997 | 枯 | 平 | 枯 | 平 |
1969 | 枯 | 枯 | 枯 | 平 | 1998 | 平 | 平 | 平 | 枯 |
1970 | 平 | 平 | 平 | 平 | 1999 | 平 | 枯 | 平 | 枯 |
1971 | 平 | 平 | 特丰 | 平 | 2000 | 丰 | 平 | 丰 | 平 |
1972 | 枯 | 枯 | 枯 | 枯 | 2001 | 平 | 平 | 平 | 平 |
1973 | 枯 | 平 | 丰 | 平 | 2002 | 平 | 平 | 平 | 枯 |
1974 | 枯 | 枯 | 枯 | 枯 | 2003 | 平 | 平 | 平 | 丰 |
1975 | 枯 | 枯 | 枯 | 枯 | 2004 | 平 | 平 | 平 | 丰 |
1976 | 枯 | 枯 | 枯 | 枯 | 2005 | 丰 | 丰 | 丰 | 丰 |
1977 | 平 | 平 | 平 | 丰 | 2006 | 丰 | 丰 | 丰 | 丰 |
1978 | 平 | 丰 | 特丰 | 特丰 | 2007 | 平 | 平 | 平 | 平 |
1979 | 枯 | 平 | 枯 | 枯 | 2008 | 平 | 平 | 平 | 枯 |
1980 | 枯 | 平 | 枯 | 枯 | 2009 | 枯 | 平 | 枯 | 枯 |
1981 | 平 | 平 | 平 | 平 | 2010 | 特丰 | 丰 | 特丰 | 特丰 |
1982 | 枯 | 平 | 平 | 平 | 2011 | 特丰 | 丰 | 特丰 | 丰 |
1983 | 平 | 平 | 枯 | 丰 | 2012 | 特丰 | 特丰 | 特丰 | 丰 |
1984 | 枯 | 平 | 平 | 平 | 2013 | 特丰 | 平 | 特丰 | 平 |
1985 | 枯 | 平 | 平 | 枯 | 2014 | 平 | 特丰 | 平 | 枯 |
1986 | 特枯 | 枯 | 平 | 枯 | 2015 | 平 | 特丰 | 丰 | 特丰 |
1987 | 枯 | 枯 | 特枯 | 枯 | 2016 | 特丰 | 特丰 | 特丰 | 丰 |
1988 | 枯 | 平 | 平 | 丰 |
Tab. 5
Fitness test results"
分布状态 | 河流站点 | 检验方法 | 分布类型 | |||
---|---|---|---|---|---|---|
P-III | GEV | EXP | Normal | |||
单变量分布 | 玉河 | AIC | -405.534 | -356.028 | -392.461 | -356.748 |
RMSE | 0.027 | 0.032 | 0.028 | 0.032 | ||
喀河 | AIC | -410.029 | -332.626 | -367.053 | -332.017 | |
RMSE | 0.026 | 0.034 | 0.03 | 0.035 | ||
联合变量分布 | 玉河-喀河 | Frank | Gumbel | Gaussian | Clayton | |
AIC | -429.895 | -418.378 | -408.106 | -397.119 | ||
RMSE | 0.022 | 0.024 | 0.027 | 0.03 |
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