滨海盐土盐分含量与其光谱特征的关系研究
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江苏省高校自然科学研究面上项目“典型滨海盐土植被高光谱检测”(10KJB170001)


Relationship Between Saline Concentration and Its Reflectance Spectra for Seashore Saline Soil
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    摘要:

    以连云港典型滨海盐土盐分含量和室内高光谱反射率为研究对象, 分析了盐土的光谱特征和盐分含量的分布特点, 研究了土壤盐分含量与光谱反射率及其变换形式之间的相关性。 运用多元逐步线性回归和曲线模拟构建土壤盐分含量的高光谱预测模型。 结果表明, 盐土在400~900nm范围内整体呈现先下降后缓慢上升的规律, 在600~625nm范围内不同土样的反射率存在较大差异。土壤盐分含量与光谱反射率的一阶导数以及反射率倒数的一阶导数存在显著相关性, 与615nm波段的反射率一阶导数相关性最大, 相关系数达-0.739。 运用S函数构建土壤盐分含量的预测模型精度最高, R2为0.555。 该研究可为深入探讨典型滨海盐土盐分含量的快速检测提供一种新的途径和方法。

    Abstract:

    Saline concentration and corresponding indoor hyperspectral reflectance spectra for seashore saline soil samples were taken as research objects.Characteristics of reflectance spectra and the distribution pattern of soil salinity were analyzed in detail.Accordingly, correlations between soil salinity and its reflectance spectra and transformation of spectra were discussed deeply. Then, estimation models of soil saline concen-tration were established by using multivariate stepwise linear regression and curve estimation method. Re-sults showed that the reflectance spectra ranging from 400to 900nm presented a feature of decreasing firstly and then gradual increasing, while from 600to 625nm, the reflectance spectra had a large difference for dif-ferent soil samples.There existed significant correlation between soil salinity and first derivatives of reflec-tance spectra and its inverse. The largest correlation coefficient was up to 0.739. Soil salinity can be best es-timated by using S function and the R2 was 0.555. The research may provide a new measure for further dis-cussing the rapid detection of soil salinity at a large scale.

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卢霞.滨海盐土盐分含量与其光谱特征的关系研究[J].水土保持通报,2012,(5):186-190

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  • 收稿日期:2012-02-28
  • 最后修改日期:2012-04-16
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  • 在线发布日期: 2014-11-25
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