基于相对光谱变量的无人机遥感水稻估产及产量制图
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王飞龙,王福民,胡景辉,谢莉莉,谢京凯
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Estimating and Mapping Rice Yield Using UAV-Hyperspectral Imager based Relative Spectral Variates
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Feilong Wang,Fumin Wang,Jinghui Hu,Lili Xie,Jingkai Xie
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表7 模型评估参数
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模型 | R2 | RMSE(kg/hm2) | F | 是否达到0.01显著水平 |
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y=-0.37+1.36x3 | 0.61 | 305.51 | 97.39 | 是 | y=-0.74+0.82x1+0.89x3 | 0.69 | 273.09 | 67.49 | 是 | y=-0.18+0.69x1+0.20x2+0.25x4 | 0.73 | 255.05 | 53.60 | 是 | y=-0.34+0.59x1+0.16x2+0.37x3+0.18x4 | 0.74 | 248.97 | 42.19 | 是 | y=-0.36+0.57x1+0.21x2+0.41x3+0.25x4-0.11x5 | 0.75 | 246.05 | 34.24 | 是 | y=-0.35+0.58x1+0.18x2+0.39x3+0.24x4-0.14x5+0.064x6 | 0.76 | 243.49 | 28.82 | 是 |
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