Acta Geographica Sinica ›› 2019, Vol. 74 ›› Issue (3): 557-571.doi: 10.11821/dlxb201903012
• Climate Change and Surface Process • Previous Articles Next Articles
Wen DAI1,2(), Dianqing LU1(
), Jingbao LI1, Jinfeng WANG2, Zengyou ZHAO2
Received:
2017-12-27
Revised:
2018-11-12
Online:
2019-03-25
Published:
2019-03-19
Supported by:
Wen DAI, Dianqing LU, Jingbao LI, Jinfeng WANG, Zengyou ZHAO. Identification of hydrologic drought characteristics under water system connectivity variation in river system of three outlets of Jingjiang river[J].Acta Geographica Sinica, 2019, 74(3): 557-571.
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Tab. 1
Statistics of the hydrologic drought characteristic variables in river system of three outlets in Jingjiang river
水文站点 | 统计特征 | 1956-1989年 | 1990-2016年 | |||||
---|---|---|---|---|---|---|---|---|
干旱历时 (月) | 干旱强度 (亿m3) | 峰值 (亿m3/月) | 干旱历时 (月) | 干旱强度 (亿m3) | 峰值 (亿m3/月) | |||
新江口 | 最大值 | 7 | 186.06 | 164.30 | 9 | 1344.00 | 407.76 | |
最小值 | 1 | 0.04 | 0.04 | 1 | 0.22 | 0.18 | ||
平均值 | 2 | 53.06 | 44.31 | 2 | 157.59 | 85.72 | ||
中位数 | 1 | 15.76 | 14.66 | 2 | 47.95 | 40.84 | ||
沙道观 | 最大值 | 9 | 105.86 | 79.79 | 13 | 563.02 | 171.98 | |
最小值 | 1 | 0.39 | 0.10 | 1 | 0.10 | 0.10 | ||
平均值 | 3 | 20.72 | 18.08 | 4 | 78.30 | 43.93 | ||
中位数 | 3 | 0.99 | 0.79 | 4 | 15.07 | 14.53 | ||
弥陀寺 | 最大值 | 9 | 136.55 | 80.42 | 11 | 792.79 | 259.73 | |
最小值 | 1 | 0.30 | 0.30 | 1 | 0.30 | 0.25 | ||
平均值 | 3 | 26.87 | 18.08 | 4 | 107.62 | 55.40 | ||
中位数 | 3 | 1.24 | 0.35 | 3 | 29.64 | 29.64 | ||
康家岗 | 最大值 | 13 | 24.22 | 12.55 | 19 | 107.91 | 55.41 | |
最小值 | 1 | 0.07 | 0.07 | 1 | 0.21 | 0.21 | ||
平均值 | 6 | 3.02 | 1.97 | 7 | 21.17 | 11.25 | ||
中位数 | 6 | 0.46 | 0.07 | 7 | 3.02 | 1.66 | ||
管家铺 | 最大值 | 8 | 281.18 | 211.00 | 13 | 978.05 | 343.88 | |
最小值 | 1 | 0.32 | 0.32 | 1 | 0.05 | 0.05 | ||
平均值 | 3 | 38.11 | 28.88 | 4 | 144.02 | 75.94 | ||
中位数 | 3 | 1.30 | 0.32 | 3 | 17.50 | 17.50 |
Tab. 2
Estimated values of hydrologic drought characteristics parametres and their K-S test p-value in river system of three outlets in Jingjiang river
水文站点 | 参数 | y0 | A | R0 | R2 | p值 |
---|---|---|---|---|---|---|
新江口 | 干旱历时 | 0.9967 | -2.81 | -1.04 | 0.9995 | 0.029 |
干旱强度 | 0.9988 | -0.68 | -0.002 | 0.9947 | 0.012 | |
峰值 | 1.0097 | -0.69 | -0.003 | 0.9955 | 0.011 | |
沙道观 | 干旱历时 | 0.992 | -2.49 | -0.91 | 0.9964 | 0.033 |
干旱强度 | 1.011 | -0.79 | -0.003 | 0.9973 | 0.025 | |
峰值 | 1.7861 | -1.49 | -0.001 | 0.9899 | 0.054 | |
弥陀寺 | 干旱历时 | 0.9894 | -2.6 | -0.97 | 0.9996 | 0.032 |
干旱强度 | 0.9881 | 0.77 | -0.003 | 0.9891 | 0.015 | |
峰值 | 1.0494 | -0.83 | -0.003 | 0.9922 | 0.033 | |
康家岗 | 干旱历时 | 1.009 | -3.18 | -1.15 | 0.9997 | 0.026 |
干旱强度 | 1.0209 | -1.2 | -0.005 | 0.9823 | 0.193 | |
峰值 | 1.0386 | -1.35 | -0.06 | 0.9837 | 0.087 | |
管家铺 | 干旱历时 | 1.008 | -2.59 | -0.94 | 0.9983 | 0.029 |
干旱强度 | 1.0105 | -0.88 | -0.002 | 0.9964 | 0.080 | |
峰值 | 1.1264 | -0.96 | -0.002 | 0.9880 | 0.011 |
Tab. 3
Copula function parameters and values of goodness of fit evaluation index
水文站点 | 函数类型 | 参数θ | RMSE | AIC | Bias |
---|---|---|---|---|---|
新江口 | ClaytonCopula | 4.7530 | 0.1495 | -103.6713 | 62.8178 |
Gumbel-HougaardCopula | 0.1840 | 0.1504 | -103.3249 | 63.2674 | |
FrankCopula | 8.3250 | 0.1562 | -101.1413 | 65.7073 | |
Ali-Mikhail-HaqCopula | 361.9520 | 0.1576 | -100.6264 | 66.2962 | |
沙道观 | ClaytonCopula | 3.000 | 0.0425 | -176.2557 | 17.8781 |
Gumbel-HougaardCopula | 0.1610 | 0.0439 | -174.3854 | 18.4670 | |
FrankCopula | 5.4890 | 0.0434 | -175.0464 | 18.2567 | |
Ali-Mikhail-HaqCopula | 999.9990 | 0.0948 | -129.9588 | 39.8787 | |
弥陀寺 | ClaytonCopula | 2.245 | 0.0159 | -232.9932 | 6.6885 |
Gumbel-HougaardCopula | 0.1850 | 0.0161 | -232.2718 | 6.7726 | |
FrankCopula | 3.7490 | 0.0172 | -228.4579 | 7.2354 | |
Ali-Mikhail-HaqCopula | 53.2650 | 0.1301 | -111.6923 | 54.7280 | |
康家岗 | ClaytonCopula | 1.9013 | 0.0249 | -207.1084 | 10.4745 |
Gumbel-HougaardCopula | 0.2020 | 0.0308 | -194.8370 | 12.9564 | |
FrankCopula | 3.7050 | 0.0324 | -191.9145 | 13.6294 | |
Ali-Mikhail-HaqCopula | 999.9990 | 0.0434 | -175.0464 | 18.2567 | |
管家铺 | ClaytonCopula | 1.3080 | 0.0180 | -225.8344 | 7.5719 |
Gumbel-HougaardCopula | 0.1620 | 0.0196 | -220.9201 | 8.2450 | |
FrankCopula | 1.9320 | 0.0185 | -224.2532 | 7.7822 | |
Ali-Mikhail-HaqCopula | 419.3740 | 0.1351 | -109.5160 | 56.8313 |
Tab. 4
Two- and three-dimensional joint return period and co-occurrences return period under the same univariate recurrence period for each hydrologic station after river system connectivity variation
水文站点 | 时间系列 | 单变量重现期(a) | 联合重现期To (a) | 同现重现期Ta (a) | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
ds | dp | sp | dsp | ds | dp | sp | dsp | ||||
新江口 | 1956-1989 | 2 | 1.34 | 1.34 | 1.34 | 1.10 | 3.95 | 3.95 | 3.96 | 6.04 | |
5 | 2.89 | 2.89 | 2.88 | 2.17 | 18.80 | 18.80 | 18.77 | 47.06 | |||
10 | 5.40 | 5.40 | 5.40 | 3.86 | 66.81 | 66.81 | 66.99 | 275.14 | |||
1990-2016 | 2 | 1.19 | 1.19 | 1.19 | 0.91 | 6.27 | 6.27 | 6.26 | 13.55 | ||
5 | 2.71 | 2.71 | 2.70 | 1.94 | 33.15 | 33.15 | 33.07 | 134.92 | |||
10 | 5.21 | 5.21 | 5.21 | 3.61 | 124.06 | 124.06 | 124.11 | 898.99 | |||
沙道观 | 1956-1989 | 2 | 1.45 | 1.45 | 1.45 | 1.26 | 3.20 | 3.20 | 3.20 | 4.28 | |
5 | 3.01 | 3.01 | 3.02 | 2.34 | 14.49 | 14.49 | 14.54 | 30.24 | |||
10 | 5.54 | 5.54 | 5.55 | 4.05 | 50.80 | 50.80 | 50.82 | 169.15 | |||
1990-2016 | 2 | 1.23 | 3.61 | 3.58 | 1.50 | 5.35 | 5.17 | 5.16 | 8.53 | ||
5 | 2.74 | 2.74 | 2.75 | 1.99 | 27.71 | 27.71 | 27.80 | 99.84 | |||
10 | 5.25 | 5.25 | 5.25 | 3.67 | 103.55 | 103.56 | 103.78 | 658.33 | |||
弥陀寺 | 1956-1989 | 2 | 1.35 | 1.35 | 1.35 | 1.12 | 3.85 | 3.85 | 3.86 | 5.96 | |
5 | 2.88 | 2.88 | 2.88 | 2.16 | 19.05 | 19.05 | 19.07 | 50.67 | |||
10 | 5.39 | 5.39 | 5.39 | 3.85 | 69.51 | 69.51 | 69.42 | 313.55 | |||
1990-2016 | 2 | 1.17 | 1.17 | 1.17 | 0.89 | 6.80 | 6.80 | 6.80 | 16.44 | ||
5 | 2.68 | 2.68 | 2.68 | 1.90 | 37.46 | 37.46 | 37.40 | 180.87 | |||
10 | 5.19 | 5.19 | 5.18 | 3.58 | 142.94 | 142.94 | 142.73 | 1264.12 | |||
康家岗 | 1956-1989 | 2 | 1.50 | 1.50 | 1.50 | 1.32 | 2.99 | 2.99 | 2.99 | 3.87 | |
5 | 3.05 | 3.05 | 3.05 | 2.39 | 13.86 | 13.86 | 13.89 | 28.71 | |||
10 | 5.57 | 5.57 | 5.57 | 4.08 | 49.08 | 49.09 | 49.11 | 164.94 | |||
1990-2016 | 2 | 1.30 | 1.30 | 1.30 | 1.06 | 4.36 | 4.36 | 4.36 | 7.46 | ||
5 | 2.82 | 2.82 | 2.81 | 2.08 | 22.49 | 22.48 | 22.40 | 69.71 | |||
10 | 5.24 | 5.24 | 5.26 | 3.67 | 101.39 | 101.40 | 101.95 | 696.56 | |||
管家铺 | 1956-1989 | 2 | 1.29 | 1.29 | 1.29 | 1.05 | 4.45 | 4.45 | 4.44 | 7.91 | |
5 | 2.80 | 2.80 | 2.80 | 2.06 | 23.63 | 23.63 | 23.53 | 79.52 | |||
10 | 5.30 | 5.30 | 5.30 | 3.73 | 88.50 | 88.50 | 88.49 | 531.82 | |||
1990-2016 | 2 | 1.15 | 1.15 | 1.15 | 0.86 | 7.80 | 7.80 | 7.81 | 22.25 | ||
5 | 2.65 | 2.65 | 2.65 | 1.87 | 44.70 | 44.71 | 44.55 | 270.38 | |||
10 | 5.15 | 5.15 | 5.15 | 3.53 | 172.38 | 172.38 | 172.56 | 1960.93 |
Tab. 5
Hydrologic drought varialables at different recurrence periods at each hydrologic station after river system connectivity variation
水文站点 | 时间系列 | 单变量重现期(a) | 干旱历时(月) | 干旱强度(亿m3) | 峰值(亿m3/月) |
---|---|---|---|---|---|
新江口 | 1956-1989 | 2 | 2.85 | 767.10 | 1477.01 |
5 | 3.77 | 1231.42 | 2305.05 | ||
10 | 4.49 | 1588.46 | 2866.35 | ||
1990-2016 | 2 | 3.53 | 1110.37 | 2097.58 | |
5 | 4.48 | 1580.86 | 2855.34 | ||
10 | 5.27 | 1948.71 | 3329.89 | ||
沙道观 | 1956-1989 | 2 | 2.40 | 323.71 | 327.17 |
5 | 3.45 | 611.25 | 502.63 | ||
10 | 4.30 | 814.45 | 568.70 | ||
1990-2016 | 2 | 3.32 | 574.88 | 786.62 | |
5 | 4.43 | 843.37 | 575.49 | ||
10 | 5.41 | 1020.72 | 606.96 | ||
弥陀寺 | 1956-1989 | 2 | 2.47 | 396.34 | 343.94 |
5 | 3.49 | 728.17 | 574.85 | ||
10 | 4.34 | 1008.45 | 709.86 | ||
1990-2016 | 2 | 3.33 | 675.29 | 542.87 | |
5 | 4.45 | 1045.17 | 723.30 | ||
10 | 5.54 | 1422.62 | 814.51 | ||
康家岗 | 1956-1989 | 2 | 1.77 | 207.29 | 18.60 |
5 | 2.54 | 376.33 | 31.83 | ||
10 | 3.10 | 493.31 | 40.45 | ||
1990-2016 | 2 | 2.27 | 317.03 | 27.27 | |
5 | 3.02 | 476.29 | 39.23 | ||
10 | 3.54 | 580.39 | 46.41 | ||
管家铺 | 1956-1989 | 2 | 2.41 | 586.99 | 453.04 |
5 | 3.34 | 1016.99 | 712.22 | ||
10 | 4.00 | 1319.92 | 840.59 | ||
1990-2016 | 2 | 3.12 | 918.04 | 660.47 | |
5 | 4.01 | 1322.99 | 841.67 | ||
10 | 4.61 | 1591.83 | 920.34 |
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