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6 固沙灌木沙拐枣的冠幅预测模型
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Table 6 Prediction model of crown width of sand-fixing shrub Calligonum mongolicum
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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 | -0.060 | 33.550 | 1.740 | | | 0.914 | 0.101 | 0.009 | 13.51 | <0.001 | M2 | -0.093 | 61.640 | 2.185 | -6 652.000 | -5.849 | 0.937 | 0.086 | 0.007 | 15.63 | <0.001 | M4 | 0.012 | 446.500 | 21.760 | | | 0.904 | 0.107 | 0.014 | 24.51 | <0.001 | M5 | 0.661 | 0.060 | 0.062 | | | 0.906 | 0.106 | 0.009 | 18.64 | <0.001 | M7 | 0.344 | 5.638 | 319.400 | 16.400 | | 0.928 | 0.092 | 0.009 | 13.04 | <0.001 | M8 | -4.406 | 446.500 | 21.770 | | | 0.904 | 0.107 | 0.014 | 24.51 | <0.001 | M12 | 0.158 | -27.890 | 1.363 | | | 0.905 | 0.107 | 0.016 | 24.75 | <0.001 | 流动沙丘 | M1 | -0.060 | 28.220 | 2.029 | | | 0.832 | 0.198 | 0.013 | 18.48 | <0.001 | M2 | -0.102 | 50.730 | 2.700 | -3 261.000 | -7.165 | 0.893 | 0.158 | 0.010 | 23.20 | <0.001 | M5 | 0.723 | 0.065 | 0.070 | | | 0.824 | 0.202 | 0.014 | 37.35 | <0.001 | M6 | 0.232 | 44.960 | 665.400 | 41.890 | | 0.851 | 0.186 | 0.011 | 16.01 | <0.001 | M7 | 0.281 | 6.239 | 334.000 | 21.940 | | 0.847 | 0.189 | 0.011 | 15.54 | <0.001 |
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