典型龟裂碱土土壤光谱特征影响因素研究

    Factors affecting spectral characteristics of typical takyr solonetzs

    • 摘要: 为了提高基于土壤光谱特征预测土壤盐渍化程度的准确性,需要研究土壤光谱特征的因素影响。该文通过对野外、室内预处理、不同含水率、粒径和粗糙度条件下龟裂碱土表层土壤光谱的测定,系统研究了不同因素对龟裂碱土光谱特征的影响。结果表明:土壤碱化程度越强表层土壤光谱反射率越高,在450~925 nm范围内,碱土表层野外光谱反射率比重度、中度、轻度碱化土壤和非碱化土壤野外光谱反射率高7.36%、23.18%、32.10%和39.97%;765、945和974 nm附近是龟裂碱土盐渍化信息的敏感波段;相同土壤经过室内预处理后反射率明显低于野外土壤,且预处理后不同碱化程度土壤间光谱反射率差异也小于野外光谱。土壤含水率较低时,随着土壤含水率的增加土壤光谱反射率逐渐降低,但当含水率高于田间持水率时土壤反射率随土壤含水率的增加而增加,在整个研究波段含水率为26.45%时土壤反射率较含水率为22.33%和25.39%的反射率平均分别升高39.68%和19.79%。土壤粒径越小反射率越高,较大粒径土壤在760~768 nm形成独特的"双峰"现象。土壤粒径越大反射率受表面粗糙度的影响越小,且土壤表面越粗糙光谱吸收率越大。整体来讲,在450~1000 nm波段范围内,不同碱化程度的龟裂碱土野外表层土壤光谱特征差异显著;室内经过预处理后的龟裂碱土土壤光谱特征差异主要取决于土壤含水率,而碱化程度和土壤表面粗糙度的变化对其影响较小。该研究可以为龟裂碱土盐渍化信息的准确预测提供科学依据。

       

      Abstract: Abstract: Spectral reflectance of soil can be used to accurately predict the degree of soil salinization, however, it has not been widely used in the Typical Takyr Solonetzs of northern Yinchuan city, Ningxia Province. Although it has been reported that soil spectral reflectance can be affected by multiple factors, it is still lack of enough evidences to test which factor plays main role in soil spectral reflectance. Therefore, we conducted an experiment using several treatments in Typical Takyr Solonetzs of northern Yinchuan city, including alkalinity degree (extremely alkaline soil, strongly alkaline soil, moderately alkaline soil, slightly alkaline soil, and non-alkaline soil), water content (3.93%, 11.71%, 19.24%, 22.33%, 25.39% and 26.45%), particle size (3 mm, 2 mm, 1 mm, 0.25 mm and 0.1 mm) and roughness (coarse and smooth). We measured soil spectral reflectance both in field and in laboratory under different treatments. By analyzing these variables, we wanted to systematically determine how these factors affect spectral reflectance of Takyr Solonetzs. The results showed that reflectance in the top soil (0-20 cm) observed in the field had a positive relationship with the degree of soil alkalinity, indicating that the soil with the most serious alkalinity had the highest reflectance. In the wavelength range of 450-925 nm, the reflectance of extremely alkaline soil was 7.36%、23.18%、32.10% and 39.97% respectively higher than those of strongly alkaline soil, moderately alkaline soil, slightly soil and non-alkaline soil. Reflectance at 765 nm, 945 nm and 974 nm was sensitive to diagnose the alkalinity of Takyr Solonetzs. Soil reflectance can be significantly decreased by pretreatment (including air dried, ground and sifted before spectral measurement) in laboratory. The reflectance of extremely alkaline soil, strongly alkaline soil, moderately alkaline soil and slightly alkaline soil measured in the field were 0.1645, 0.1312, 0.0575 and 0.0246 higher than that with pretreatment. Spectral reflectance showed a decreasing trend with the increase of soil water content. However, it increased gradually when soil water content was over 22.85% (field capacity). Spectral reflectance in the soil with 26.45% of water content increased by 39.68% and 19.79% than those with 22.33% and 25.39% of water content, respectively. We also observed that particle size of soil sample had obvious impact on soil reflectance. When the particle size was smaller than 0.25 mm, the difference of reflectance between 0.25mm and 0.1mm were smaller than the particle size with 3 mm, 2 mm and 1 mm. The reflectance of soil particle size below 0.10 mm were 30.39%, 28.62%, 23.87% and 8.10% higher than 3 mm, 2 mm, 1 mm and 0.25 mm of particle size, and the bigger particle size had a special twin - peak phenomenon. Surface roughness had a negative effect on soil reflectance. We concluded that salinity degree can significantly influenced the field spectral reflectance of Takyr Solonetzs; the soil water content was the major factor that influenced the spectral reflectance of strongly alkaline soil by pretreatment, and there were little influences of the salinity degree and surface roughness on the soil spectral reflectance. Our results will be helpful for in situ prediction of the degree of soil alkalinity of Takyr Solonetzs.

       

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