Spectral reflectance of atmospheric dust as an indirect indicator of its soil origin

I. Y. Savin, G. Vindeker, O. O. Plotnikova, A. Romanovskaya
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Abstract

Atmospheric dust affects both human health and climate change. Therefore, the study of atmospheric dust is one of the important tasks of many scientific fields. The aim of our research was to indirectly assess the relation of atmospheric dust over arable lands of two test sites in Tver and Tula regions of Russia with soils. Dust was analyzed on aspirator filters after pumping specified volumes of air at the level of 20–30 cm above the arable surface. Its spectral reflectance was used as a criterion of soil origin of dust, which was compared with the reflectance of the size fraction (50–200 nm) of soils isolated by dry sieving of a sample of arable soil horizon. The spectral reflectance of dust was calculated based on approaches of linear separation of spectral mixture, taking into account the projective coverage of dust particles on filters, which was determined by analyzing microscope photographs of the filters in GIS. As a result, it was found that the recovered dust spectra on the filters correlate well with the spectra of the same size soil fraction separated by dry sieving, which indirectly confirms the predominance of specifically soil dust on the filters. Spearman correlation coefficient is within the range of 0.84–0.90, Kendall's Tau correlation coefficient varies within 0.70–0.79 (at significance level p < 0.05). Under the conditions of insignificant atmospheric dust load and when collecting a sufficient amount of dust for direct analysis is time and labour consuming, the approach used may serve as an alternative for indirect confirmation of the soil origin of dust in the near ground layer of the atmosphere. In the future, this approach can be used as a basis for monitoring of arable soils deflation.
作为土壤来源间接指标的大气尘埃光谱反射率
大气尘埃既影响人类健康,也影响气候变化。因此,研究大气尘埃是许多科学领域的重要任务之一。我们的研究目的是间接评估俄罗斯特维尔和图拉地区两个试验场耕地上空的大气尘埃与土壤的关系。在耕地表面上方 20-30 厘米处抽取指定体积的空气后,在吸气过滤器上对粉尘进行分析。灰尘的光谱反射率被用作土壤来源的标准,并与通过干筛分耕地土壤层样本分离出的土壤粒度部分(50-200 纳米)的反射率进行比较。灰尘的光谱反射率是根据光谱混合物的线性分离方法计算得出的,同时考虑到灰尘颗粒在滤光片上的投影覆盖率,该覆盖率是通过分析 GIS 中滤光片的显微镜照片确定的。结果发现,过滤器上回收的灰尘光谱与干筛分出的相同大小土壤部分的光谱有很好的相关性,这间接证实了过滤器上主要是土壤灰尘。斯皮尔曼相关系数在 0.84-0.90 之间,肯德尔陶相关系数在 0.70-0.79 之间(显著性水平 p < 0.05)。在大气尘埃负荷不大的条件下,以及在收集足够数量的尘埃进行直接分析耗时耗力的情况下,所使用的方法可作为间接确认大气近地层尘埃来源于土壤的替代方法。今后,这种方法可作为监测耕地土壤塌陷的基础。
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