辽河三角洲土壤性状与水稻群体野外光谱关系初步研究

    Preliminary studies on the relationships between soil properties and canopy field spectra of rice in the Liaohe River Delta

    • 摘要: 通过土壤性状(盐分、pH值等)分析和水稻群体野外光谱测定,获得了27个配对样品。初步分析了乳熟期水稻群体野外光谱、微分光谱与土壤盐分、pH值的关系。结果表明:全盐量、pH值与乳熟期水稻群体野外光谱(350~1350 nm)无显著相关性,与植被指数、红边位置、红边振幅等表征水稻光学特性的指数无显著相关性,而与其微分光谱有一定的相关性;利用层次聚类分析法,将654~754 nm微分光谱作为自变量,将27个样品分为三类,在此基础上非参数Kruskal-Wallis Test检验结果表明全盐量、pH值、有机质并不随着类别的改变而发生明显的变化。Median Test检验结果表明,三类之间全盐量并不完全相同,而pH值和有机质并不随类别的不同而存在这种差别。最后,建立了水稻微分光谱与土壤全盐量、pH值的线性回归模型。

       

      Abstract: Through analysis of soil properties (for example, total salt content and pH value) and measurements of canopy field spectra of rice, 27 paired-samples were gotten. The relationships between canopy field spectra and the first derivative spectra of rice at milky-ripe stage and total salt content and pH value of soil were discussed initiatively. The results indicate that there are no significant correlations between total salt content and pH value of soil and canopy field spectra (the range of wavelength is between 350 and 1350 nm) of rice, and between total salt content and pH value of soil and vegetation indices, and between total salt content and pH value of soil and the locations and swings of red edges, but the correlation between total salt content and pH value of soil and the first derivative spectra of rice at milky-ripe stage is significant. Considering the first derivative spectra between 654 and 754 nm as the independent variables, 27 paired-samples were classified into three classes by the hierarchical cluster method. On the basis of this classification results, as the results of the Kruskal-Wallis Test showed, total salt content and pH value and organic matter content did not clearly vary by the different classes. As the results of the Median Test method showed, total salt content had the difference between the three classes. However, there are no differences of pH value and organic matter content as the classes vary. Finally, the linear regression models between the first derivative spectra and total salt content and pH value were built.

       

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