Chin J Plant Ecol ›› 2010, Vol. 34 ›› Issue (12): 1414-1423.DOI: 10.3773/j.issn.1005-264x.2010.12.007
• Research Articles • Previous Articles Next Articles
HOU Qiong1(), WANG Ying-Shun2, YANG Ze-Long1, SHI Gui-Hua2
Received:
2010-01-05
Accepted:
2010-05-16
Online:
2010-01-05
Published:
2010-12-28
HOU Qiong, WANG Ying-Shun, YANG Ze-Long, SHI Gui-Hua. Dynamic simulation and definition of crop coefficient for typical steppe in Inner Mongolia, China[J]. Chin J Plant Ecol, 2010, 34(12): 1414-1423.
站点 Station | 经度 Longitude (E) | 纬度 Latitude (N) | 海拔高度Altitude (m) | 年降水量 Annual precipi- tation (mm) | Iw4-9 | 年平均气温 Annual mean air temperature (℃) | 年降水变率 Changing ratio of annual precipitation (%) | W0-50 (mm) | γ0-50 (g·m-3) |
---|---|---|---|---|---|---|---|---|---|
锡林浩特 Xilinhot | 116°38′ | 43°57′ | 989.5 | 286.6 | 0.28 | 2.6 | 24.6 | 84.9 | 1.41 |
镶黄旗 Xianghuang Banner | 113°50′ | 42°14′ | 1 322.1 | 269.9 | 0.27 | 3.5 | 17.4 | 85.4 | 1.49 |
察哈尔右翼后旗 Qahar Youyi Houqi | 113°11′ | 41°27′ | 1 423.5 | 335.2 | 0.37 | 3.8 | 18.9 | 145.4 | 1.14 |
鄂温克族自治旗 Ewenkizu Autonomous Banner | 119°45′ | 49°09′ | 620.8 | 345.6 | 0.44 | -1.5 | 16.1 | 84.4 | 1.43 |
Table 1 Geographical coordinates, main characteristics of climate and soil of four meteorological stations
站点 Station | 经度 Longitude (E) | 纬度 Latitude (N) | 海拔高度Altitude (m) | 年降水量 Annual precipi- tation (mm) | Iw4-9 | 年平均气温 Annual mean air temperature (℃) | 年降水变率 Changing ratio of annual precipitation (%) | W0-50 (mm) | γ0-50 (g·m-3) |
---|---|---|---|---|---|---|---|---|---|
锡林浩特 Xilinhot | 116°38′ | 43°57′ | 989.5 | 286.6 | 0.28 | 2.6 | 24.6 | 84.9 | 1.41 |
镶黄旗 Xianghuang Banner | 113°50′ | 42°14′ | 1 322.1 | 269.9 | 0.27 | 3.5 | 17.4 | 85.4 | 1.49 |
察哈尔右翼后旗 Qahar Youyi Houqi | 113°11′ | 41°27′ | 1 423.5 | 335.2 | 0.37 | 3.8 | 18.9 | 145.4 | 1.14 |
鄂温克族自治旗 Ewenkizu Autonomous Banner | 119°45′ | 49°09′ | 620.8 | 345.6 | 0.44 | -1.5 | 16.1 | 84.4 | 1.43 |
锡林浩特 Xilinhot | 镶黄旗 Xianghuang Banner | 察哈尔右翼后旗 Qahar Youyi Houqi | 鄂温克族自治旗 Ewenkizu Autonomous Banner | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
阈值 Threshold value (mm) | 概率 Probability (%) | 阈值 Threshold value (mm) | 概率 Probability (%) | 阈值 Threshold value (mm) | 概率 Probability (%) | 阈值 Threshold value (mm) | 概率 Probability (%) | ||||
丰水年 Wet hydrologic year | >300 | 23.1 | >300 | 15.4 | >350 | 22.2 | >380 | 21.4 | |||
平水年 Normal hydrologic year | 300-200 | 38.5 | 300-200 | 61.5 | 350-230 | 55.6 | 380-260 | 53.6 | |||
干旱年 Dry hydrologic year | <200 | 34.6 | <200 | 23.1 | <230 | 22.2 | <260 | 25.0 | |||
多年平均降水量 Average annual precipitation (mm) | 238.4 | 240.0 | 295.8 | 320.3 |
Table 2 Dividing results of annual precipitation of four meteorological stations
锡林浩特 Xilinhot | 镶黄旗 Xianghuang Banner | 察哈尔右翼后旗 Qahar Youyi Houqi | 鄂温克族自治旗 Ewenkizu Autonomous Banner | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
阈值 Threshold value (mm) | 概率 Probability (%) | 阈值 Threshold value (mm) | 概率 Probability (%) | 阈值 Threshold value (mm) | 概率 Probability (%) | 阈值 Threshold value (mm) | 概率 Probability (%) | ||||
丰水年 Wet hydrologic year | >300 | 23.1 | >300 | 15.4 | >350 | 22.2 | >380 | 21.4 | |||
平水年 Normal hydrologic year | 300-200 | 38.5 | 300-200 | 61.5 | 350-230 | 55.6 | 380-260 | 53.6 | |||
干旱年 Dry hydrologic year | <200 | 34.6 | <200 | 23.1 | <230 | 22.2 | <260 | 25.0 | |||
多年平均降水量 Average annual precipitation (mm) | 238.4 | 240.0 | 295.8 | 320.3 |
月份 Month | ETo (mm) | ETa (mm) | Kc | |||||||
---|---|---|---|---|---|---|---|---|---|---|
2008年试验区 Experimental area in 2008 | 丰水年平均值 Average values of wet years | 差异 Difference | 2008年试验值 Experimental values in 2008 | 丰水年平均值 Average values of wet years | 差异 Difference | 2008年试验值 Experimental values in 2008 | 丰水年平均值 Average values of wet years | 差异 Difference | ||
4 | 113.4 | 121.8 | -8.4 | 24.8 | 31.6 | -6.8 | 0.22 | 0.26 | -0.04 | |
5 | 145.8 | 173.2 | -27.4 | 56.4 | 55.1 | 1.3 | 0.39 | 0.32 | 0.20 | |
6 | 160.9 | 180.1 | -19.2 | 76.5 | 75.7 | 0.8 | 0.48 | 0.42 | 0.06 | |
7 | 185.3 | 159.8 | 25.5 | 157.8 | 134.8 | 23.0 | 0.85 | 0.84 | 0.01 | |
8 | 152.2 | 138.4 | 13.8 | 155.2 | 113.6 | 41.6 | 1.02 | 0.82 | 0.20 | |
9 | 109.0 | 115.4 | -6.4 | 93.9 | 57.7 | 36.2 | 0.86 | 0.50 | 0.36 | |
4-9 | 866.5 | 888.8 | -22.3 | 564.6 | 468.4 | 96.2 | 0.65 | 0.53 | 0.12 |
Table 3 Experimental values of water requirements of crop (ETa), evapotranspiration of reference crop (ETo) and crop coefficient (Kc) of typical steppe in growing season compared with calculated values on abundant precipitation years
月份 Month | ETo (mm) | ETa (mm) | Kc | |||||||
---|---|---|---|---|---|---|---|---|---|---|
2008年试验区 Experimental area in 2008 | 丰水年平均值 Average values of wet years | 差异 Difference | 2008年试验值 Experimental values in 2008 | 丰水年平均值 Average values of wet years | 差异 Difference | 2008年试验值 Experimental values in 2008 | 丰水年平均值 Average values of wet years | 差异 Difference | ||
4 | 113.4 | 121.8 | -8.4 | 24.8 | 31.6 | -6.8 | 0.22 | 0.26 | -0.04 | |
5 | 145.8 | 173.2 | -27.4 | 56.4 | 55.1 | 1.3 | 0.39 | 0.32 | 0.20 | |
6 | 160.9 | 180.1 | -19.2 | 76.5 | 75.7 | 0.8 | 0.48 | 0.42 | 0.06 | |
7 | 185.3 | 159.8 | 25.5 | 157.8 | 134.8 | 23.0 | 0.85 | 0.84 | 0.01 | |
8 | 152.2 | 138.4 | 13.8 | 155.2 | 113.6 | 41.6 | 1.02 | 0.82 | 0.20 | |
9 | 109.0 | 115.4 | -6.4 | 93.9 | 57.7 | 36.2 | 0.86 | 0.50 | 0.36 | |
4-9 | 866.5 | 888.8 | -22.3 | 564.6 | 468.4 | 96.2 | 0.65 | 0.53 | 0.12 |
模拟方程式 Simulation equations | R2 | F | 拟合率 Fitting ratio (%) | |
---|---|---|---|---|
标准作物系数 Standard crop coefficients | Kcs = -5.21 × 10-0.7D3 + 0.000258D2 - 0.0338D + 1.4712 | 0.922 5 | 43.6** | 86.8 |
Kcs = -1.6 × 10-10Tj3 + 6.33 × 10-07Tj2 - 0.000346Tj + 0.4666 | 0.904 2 | 34.6** | 91.4 | |
LAI | LAID = -5.45 × 10-10Tj3 + 2.45 × 10-0.6Tj2 - 0.0018Tj + 0.5141 | 0.982 5 | 153.5** | 81.5 |
植被盖度 Coverage of vegetation | GDD = -1.9 × 10-5Tj2 + 0.09Tj - 25 | 0.932 2 | 171.9** | 78.1 |
Table 4 Dynamic simulating equations of standard crop coefficient (Kcs), leaf area index (LAI) and coverage of typical steppe in Inner Mongolia under appropriate conditions of water
模拟方程式 Simulation equations | R2 | F | 拟合率 Fitting ratio (%) | |
---|---|---|---|---|
标准作物系数 Standard crop coefficients | Kcs = -5.21 × 10-0.7D3 + 0.000258D2 - 0.0338D + 1.4712 | 0.922 5 | 43.6** | 86.8 |
Kcs = -1.6 × 10-10Tj3 + 6.33 × 10-07Tj2 - 0.000346Tj + 0.4666 | 0.904 2 | 34.6** | 91.4 | |
LAI | LAID = -5.45 × 10-10Tj3 + 2.45 × 10-0.6Tj2 - 0.0018Tj + 0.5141 | 0.982 5 | 153.5** | 81.5 |
植被盖度 Coverage of vegetation | GDD = -1.9 × 10-5Tj2 + 0.09Tj - 25 | 0.932 2 | 171.9** | 78.1 |
月份 Month | 锡林浩特 Xilinhot | 镶黄旗 Xianghuang Banner | 察右后旗 Chayouhou | 鄂温克 Ewenki | 4站平均 Average of four stations | 标准误差 Standard error | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
KcLocal | KcObservation | KcLocal | KcObservation | KcLocal | KcObservation | KcLocal | KcObservation | KcLocal | KcObservation | KcLocal | KcObservation | ||||||
4 | 0.06 | 0.16 | 0.09 | 0.14 | 0.12 | 0.09 | 0.16 | 0.08 | 0.11 | 0.12 | 0.042 8 | 0.038 7 | |||||
5 | 0.23 | 0.28 | 0.22 | 0.38 | 0.27 | 0.35 | 0.16 | 0.18 | 0.22 | 0.30 | 0.045 5 | 0.088 9 | |||||
6 | 0.55 | 0.64 | 0.44 | 0.42 | 0.49 | 0.48 | 0.39 | 0.43 | 0.47 | 0.49 | 0.068 6 | 0.101 8 | |||||
7 | 0.75 | 0.76 | 0.69 | 0.64 | 0.69 | 0.61 | 0.95 | 0.89 | 0.75 | 0.72 | 0.125 4 | 0.127 8 | |||||
8 | 0.62 | 0.79 | 0.58 | 0.63 | 0.86 | 0.70 | 1.16 | 1.17 | 0.81 | 0.82 | 0.267 1 | 0.240 8 | |||||
9 | 0.88 | 0.56 | 0.77 | 0.43 | 0.85 | 0.84 | 0.72 | 0.68 | 0.80 | 0.63 | 0.073 5 | 0.174 6 | |||||
4-9 | 0.51 | 0.53 | 0.47 | 0.44 | 0.53 | 0.51 | 0.59 | 0.57 | 0.53 | 0.51 | 0.050 3 | 0.054 5 |
Table 5 Comparison of crop coefficient values calculated with two methods in typical wet years (2003 and 1998)
月份 Month | 锡林浩特 Xilinhot | 镶黄旗 Xianghuang Banner | 察右后旗 Chayouhou | 鄂温克 Ewenki | 4站平均 Average of four stations | 标准误差 Standard error | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
KcLocal | KcObservation | KcLocal | KcObservation | KcLocal | KcObservation | KcLocal | KcObservation | KcLocal | KcObservation | KcLocal | KcObservation | ||||||
4 | 0.06 | 0.16 | 0.09 | 0.14 | 0.12 | 0.09 | 0.16 | 0.08 | 0.11 | 0.12 | 0.042 8 | 0.038 7 | |||||
5 | 0.23 | 0.28 | 0.22 | 0.38 | 0.27 | 0.35 | 0.16 | 0.18 | 0.22 | 0.30 | 0.045 5 | 0.088 9 | |||||
6 | 0.55 | 0.64 | 0.44 | 0.42 | 0.49 | 0.48 | 0.39 | 0.43 | 0.47 | 0.49 | 0.068 6 | 0.101 8 | |||||
7 | 0.75 | 0.76 | 0.69 | 0.64 | 0.69 | 0.61 | 0.95 | 0.89 | 0.75 | 0.72 | 0.125 4 | 0.127 8 | |||||
8 | 0.62 | 0.79 | 0.58 | 0.63 | 0.86 | 0.70 | 1.16 | 1.17 | 0.81 | 0.82 | 0.267 1 | 0.240 8 | |||||
9 | 0.88 | 0.56 | 0.77 | 0.43 | 0.85 | 0.84 | 0.72 | 0.68 | 0.80 | 0.63 | 0.073 5 | 0.174 6 | |||||
4-9 | 0.51 | 0.53 | 0.47 | 0.44 | 0.53 | 0.51 | 0.59 | 0.57 | 0.53 | 0.51 | 0.050 3 | 0.054 5 |
年度 Year | 降水量 Precipitation (mm) | 实测蒸散量 Observed evapotranspiration (mm) | 叶面积指数(LAI)修正值 Evapotranspiration values revised with method of leaf area index (LAI) (mm) | 盖度修正值 Evapotranspiration values revised with method of coverage (mm) | 相对误差 Relative error (%) | |
---|---|---|---|---|---|---|
LAI法 Method of LAI | 盖度法 Method of coverage | |||||
2003 | 361.3 | 354.1 | - | 351.1 | - | 0.85 |
2006 | 141.1 | 152.6 | - | 165.1 | - | -8.2 |
2008 | 203.6 | 202.4 | 196.0 | 195.5 | 3.2 | 3.4 |
Table 6 Comparison of total evapotranspiration between observed and calculated values on growing season (from April to September) in typical years
年度 Year | 降水量 Precipitation (mm) | 实测蒸散量 Observed evapotranspiration (mm) | 叶面积指数(LAI)修正值 Evapotranspiration values revised with method of leaf area index (LAI) (mm) | 盖度修正值 Evapotranspiration values revised with method of coverage (mm) | 相对误差 Relative error (%) | |
---|---|---|---|---|---|---|
LAI法 Method of LAI | 盖度法 Method of coverage | |||||
2003 | 361.3 | 354.1 | - | 351.1 | - | 0.85 |
2006 | 141.1 | 152.6 | - | 165.1 | - | -8.2 |
2008 | 203.6 | 202.4 | 196.0 | 195.5 | 3.2 | 3.4 |
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