Pedometric tools for classification of southwestern Amazonian soils: A quali-quantitative interpretation incorporating visible-near infrared spectroscopy

IF 1.6 4区 化学 Q3 CHEMISTRY, APPLIED
O. C. Tavares, T. Tavares, C. R. Pinheiro Junior, L. M. da Silva, Paulo GS Wadt, M. G. Pereira
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引用次数: 0

Abstract

The southwestern region of the Amazon has great environmental variability, presents a great complexity of pedoenvironments due to its rich variability of geological and geomorphological environments, as well as for being a transition region with other two Brazilian biomes. In this study, the use of pedometric tools (the Algorithms for Quantitative Pedology (AQP) R package and diffuse reflectance spectroscopy) was evaluated for the characterization of 15 soil profiles in southwestern Amazon. The AQP statistical package—which evaluates the soil in-depth based on slicing functions—indicated a wide range of variation in soil attributes, especially in the superficial horizons. In addition, the results obtained in the similarity analysis corroborated with the description of physical, chemical components and oxide contents in-depth, aiding the classification of soil profiles. The in-depth characterization of visible-near infrared spectra allowed inference of the pedogenetic processes of some profiles, setting precedents for future work aiming to establish analytical strategies for soil classification in southwestern Amazon based on spectral data.
亚马逊西南部土壤分类的测量工具:结合可见-近红外光谱的定性定量解释
亚马逊西南地区环境变异性大,地质地貌环境变异性丰富,是巴西其他两个生物群系的过渡区,土壤环境非常复杂。在这项研究中,利用土壤测量工具(AQP R包和漫反射光谱)对亚马逊西南部15个土壤剖面的特征进行了评估。AQP统计包-基于切片函数评估土壤深度-表明土壤属性的变化范围很大,特别是在浅层。相似度分析的结果与土壤理化成分和氧化物含量的描述有较深入的印证,有助于土壤剖面的分类。通过对可见-近红外光谱的深入表征,可以对部分剖面的成土过程进行推断,为今后建立基于光谱数据的亚马逊西南部土壤分类分析策略奠定了基础。
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来源期刊
CiteScore
3.30
自引率
5.60%
发文量
35
审稿时长
6 months
期刊介绍: JNIRS — Journal of Near Infrared Spectroscopy is a peer reviewed journal, publishing original research papers, short communications, review articles and letters concerned with near infrared spectroscopy and technology, its application, new instrumentation and the use of chemometric and data handling techniques within NIR.
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