基于探地雷达的苏打盐碱地土壤分层信息获取

    Obtaining soil stratification information of soda saline-alkali soils based on ground penetrating radar

    • 摘要: 东北松嫩平原西部地区苏打盐碱地面积巨大并且改良难度大,严重制约着当地农业生产力的发展。快速了解土体中的土壤层次信息对于评价、改良与利用盐渍化土壤具有重要意义。该研究以位于吉林西部松嫩平原的典型苏打盐碱地为研究对象,利用探地雷达对不同盐碱程度的盐碱土进行野外探测,分别基于雷达图像波形图和Hilbert谱瞬时属性确定土壤分层时域位置,并采用扩展后的Dobson介电常数模型估算各层介电常数,从而获得土壤分层厚度信息,最后将两种方法检测结果与实地挖掘剖面进行对比分析。结果表明:1)土壤盐分含量对探地雷达信号的影响十分明显,大于7 ns时,电磁波幅值已很小。苏打盐碱土介电常数仍主要由实部决定,但介电常数虚部不能被忽略;2)基于雷达图像波形图和基于Hilbert谱瞬时属性两种方法均可较为准确地识别耕层(Ap)时域位置,但由于电磁波能量的衰减,基于波形图像的方法无法识别耕层以下层次,而基于Hilbert谱瞬时相位方法除个别过渡层外,可准确识别60 cm内绝大多数土壤层次;3)除个别过渡层外,基于Hilbert谱瞬时相位方法获得的土层厚度绝对误差基本在5 cm以内,相对误差在15%以内,基本能满足盐碱地野外探测需求。Hilbert谱瞬时相位对盐碱地探地雷达信号具有明显增强作用,有助于客观识别土壤分层时域位置,该研究可为快速、无损获取盐渍化土壤层次信息提供借鉴。

       

      Abstract: The large area of soda saline-alkali soils in the western part of Songnen Plain of Northeast China is difficult to utilize, which seriously restricts the development of local agricultural productivity. The status of soil layers affects the movement of water and salt in soil. It is of great significance to quickly obtain the stratification information in this area for evaluating, utilizing and improving soda saline-alkali soils. This study took the typical saline-alkali soils in this area as the research object. Firstly, soda saline-alkali soils with different salt contents were selected to conduct ground penetrating radar (GPR) detection experiment. Then the stratification time domain location was determined by radar image waveform and Hilbert spectrum instantaneous attributes, respectively. Soil layering method based on radar image waveform diagram, determined the time domain position of the overall soil layer division of the studied plot by combining multi-point single channel waveform diagrams with radar time profiles. Soil layering method based on Hilbert spectral instantaneous attributes, compared the "three instantaneous" attributes of radar signals (instantaneous amplitude, instantaneous frequency, instantaneous phase), and ultimately decided to use a combination of multi point instantaneous phase maps and instantaneous phase profiles to determine the time domain position of the overall soil layer division of the studied plot. Then, the dielectric constant of each soil layer is calculated by using the extended Dobson dielectric constant model, and the propagation velocity of electromagnetic wave in each soil layer is estimated according to the dielectric constant, and the thickness of each soil layer is calculated by combining the time domain position of the soil layer determined by the above two methods. Finally, the calculation results of the two methods are compared with the field excavation profile (the stratification results of the field excavation profile are judged by the soil classification expert according to the visual characteristics and tactile characteristics of the soil combined with his understanding of the soil occurrence process). The results indicated that: 1) The soil salinity content had a significant impact on the ground penetrating radar signal. The electromagnetic wave amplitude became very small when the two-way travel of GPR exceeded 7 ns. 2) Both methods (i.e. method based on radar image waveform and method based on Hilbert spectral instantaneous attributes) could accurately identify the time domain position of the plow layer (Ap). However, due to the attenuation of electromagnetic wave energy, the method based on waveform was difficult to recognize the layers below the plow layer. On the contrary, the method based on Hilbert spectral instantaneous phase could accurately identify the most soil layers within 60 cm, except for a few transition layers; 3) Except for a few transition layers, the absolute error and relative error of soil thickness obtained based on the Hilbert spectrum instantaneous phase method and measured based on real soil profile was basically within 5 cm, 15%, respectively, which could basically meet the needs of field exploration of saline-alkali land. This study can provide reference for rapid and nondestructive access to the information of salinized soil layers.

       

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