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成熟期烤烟叶面积指数的时空分布及其与冠层光谱参数的相关性

Spatial-temporal distribution of leaf area index for flue-cured tobacco at mature stage and its correlation with canopy spectral parameters

  • 摘要: 为实现烤烟成熟期叶面积指数(LAI)的实时实地无损监测,通过大田试验研究了不同施氮量条件下烟株不同叶层LAI的时空分布及其变化规律,并采集冠层光谱数据分析了烟株不同叶层LAI与烤烟光谱参数间的相关性。结果表明:烟株中层、中下层、上中下层(冠层)LAI与光谱反射率的相关性规律基本一致,均在可见光区域与光谱反射率呈显著负相关,而在760~1 300 nm波段呈显著正相关,烟株中层、冠层LAI与光谱反射率的相关性曲线相似度较高,中层LAI可在较大程度上反映整个植株的LAI。植被指数RVI(810,680)与烟株中层、上中层、冠层LAI的相关性最高,红边振幅(DλRed)与烟株下层、中下层LAI的相关性最高。经检验,基于RVI(810,680)的二次曲线模型能准确估算烟株中层和上中层LAI,基于RVI(810,680)的幂函数模型能较好地反演烟株冠层LAI,基于红边振幅(DλRed)的二次曲线模型能较好地反演烟株下层和中下层LAI。因此利用光谱参数可实时准确监测烤烟植株及中下层LAI。

     

    Abstract: In order to realize the real-time and nondestructive monitoring of leaf area index (LAI) for flue-cured tobacco at mature stage, a field experiment was conducted to analyze spatial-temporal distribution of LAI at different leaf layers of tobacco plants with different nitrogen application rates. The results showed that the relationships of spectral reflectivity with LAIs of middle layer, middle-lower layers and top-middle-lower layers (canopy layers) of tobacco plants were similar, which were all significantly negatively correlated with spectral reflectivity in the visible light region, while significantly positively correlated within wave band of 760-1 300 nm. The similarity between the correlation curves of spectral reflectivity and LAIs of middle and canopy layers of the plants were high, and LAI of middle layer could reflect the LAI of the whole plant to a large extent. The correlations between RVI (810, 680) and LAIs of middle layer, top-middle layers and canopy layers of the tobacco plants were the highest, while the correlations between DλRed and LAIs of lower layer and middle-lower layers were the highest. The quadratic curve model based on RVI (810, 680) could accurately predict the LAIs of middle layer, top-middle layers of the tobacco plants, and the power model based on RVI (810, 680) could efficiently inverse the LAI of canopy layers. The quadratic curve model based on DλRed could efficiently inverse the LAIs of lower and middle-lower layers. Therefore, these spectral parameters could nondestructively monitor LAI of middle-lower layers of tobacco plants in real time.

     

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