A. F. H. Goetz, S. Chabrillat, Z. Lu
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引用次数: 56
Abstract
We have developed techniques to map the distribution and composition of clay-rich soils with portable field spectrometers on the ground. Spectral reflectance measurements in the 1800–2400-nm region with 10-nm resolution can distinguish smectites, which cause swelling, from illites and kaolinite that do not swell significantly. Illites and smectites are often mixed in the soil and result in varying swell potential. Standard engineering soil tests are too time consuming and costly to be used in areas where there is highly varying swell potential. Therefore, in many instances in regions of steeply dipping sedimentary layers, beds of swelling clay go undetected. We show that it is possible to determine smectite content with a standard cross-validation error of 10% based on partial least-squares analysis of second-derivative reflectance spectra. Loadings show that the 1800–2000- and 2150–2250-nm regions contain the most relevant information for the detection and quantification of smectite content and these correspond to the bound water in the clay lattice interlayer and the Al–OH combination band, respectively. Correlations as high as 87% were obtained with the Seed swell-potential index. The correlations are higher when the samples were dried rather than measured in their moist condition shortly after collection in the field, as in an earlier study. Correlation with other swell indices shows that reflectance spectroscopy would be a reliable indicator that could divide samples into low, medium, and high swell potential. The effect of sample moisture was studied and the results show that the surface of the field samples must first be dried before measurement, in order to obtain a reliable swell potential value from the model. © 2001 John Wiley & Sons, Inc., Field Analyt Chem Technol 5: 143–155, 2001
现场反射光谱法检测建筑工地膨胀粘土
我们已经开发了利用地面便携式野外光谱仪绘制富粘土土壤分布和组成的技术。光谱反射率测量在1800 - 2400 nm区域,分辨率为10 nm,可以区分引起膨胀的蒙脱石和不明显膨胀的伊利石和高岭石。伊利石和蒙脱石经常混合在土壤中,导致不同的膨胀势。标准的工程土试验太耗时和昂贵,不适合在有高度变化的膨胀势的地区使用。因此,在许多情况下,在陡峭的沉积层区域,膨胀粘土层未被发现。我们表明,基于二阶导数反射光谱的偏最小二乘分析,可以以10%的标准交叉验证误差确定蒙脱石含量。加载结果表明,1800 ~ 2000 nm和2150 ~ 2250 nm区域包含了与蒙脱石含量检测和定量最相关的信息,这些区域分别对应于粘土晶格层和Al-OH组合带中的结合水。与种子膨胀势指数的相关性高达87%。在早期的研究中,当样品被干燥时,而不是在田野收集后不久在潮湿的条件下测量时,相关性更高。与其他膨胀指数的对比表明,反射光谱是一种可靠的指标,可以将样品划分为低、中、高膨胀势。研究了样品湿度的影响,结果表明,为了从模型中获得可靠的膨胀势值,在测量前必须先将现场样品表面干燥。©2001 John Wiley &工业化学与工程学报(英文版),2001
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