古尔班通古特沙漠灌木冠幅预测模型
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王明娜, 张定海, 张志山, 路丽宁
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Canopy width prediction models for the Gurbantunggut Desert
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Mingna Wang, Dinghai Zhang, Zhishan Zhang, Lining Lu
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表8 固沙灌木油蒿的冠幅预测模型
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Table 8 Prediction model of crown width of sand-fixing shrub Artemisia ordosica
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沙丘类型 | 模型 | 参 数 | 评价指标 | 模型检验 P |
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a | b | c | d | e | R2 | RMSE | MAE | MAPE/% |
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半固定沙丘 | M1 | -0.027 | 26.930 | 1.105 | | | 0.931 | 0.082 | 0.0059 | 48.75 | <0.001 | M2 | -0.031 | 38.140 | 0.848 | -3 818.000 | 3.386 | 0.936 | 0.079 | 0.0058 | 52.44 | <0.001 | M4 | 0.006 | 657.400 | 26.190 | | | 0.923 | 0.087 | 0.0072 | 73.71 | <0.001 | M6 | -198.100 | -3.110 | 658.900 | 26.170 | | 0.922 | 0.087 | 0.0039 | 27.75 | <0.001 | M7 | 0.251 | 6.083 | 456.200 | 17.500 | | 0.962 | 0.061 | 0.0037 | 21.08 | <0.001 | M8 | -5.054 | 657.200 | 26.180 | | | 0.923 | 0.087 | 0.0072 | 73.68 | <0.001 | M12 | 0.174 | -36.430 | 1.552 | | | 0.933 | 0.081 | 0.0077 | 75.89 | <0.001 | 流动沙丘 | M1 | -0.025 | 18.080 | 1.328 | | | 0.873 | 0.101 | 0.0072 | 20.69 | <0.001 | M2 | -0.046 | 42.410 | 1.471 | -5 710.000 | -2.100 | 0.916 | 0.082 | 0.0065 | 29.66 | <0.001 | M6 | 0.136 | 33.280 | 711.700 | 50.990 | | 0.872 | 0.101 | 0.0070 | 17.78 | <0.001 | M7 | 0.196 | 5.013 | 315.500 | 22.630 | | 0.878 | 0.099 | 0.0068 | 16.66 | <0.001 | M12 | 0.122 | -18.180 | 1.901 | | | 0.862 | 0.105 | 0.0152 | 57.28 | <0.001 |
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