X-ray fluorescence and visible near infrared sensor fusion for predicting soil chromium content

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成果类型：

期刊论文

作者：

Xu, Dongyun;Chen, Songchao;Rossel, R. A. Viscarra;Biswas, Asim;Li, Shuo;...

通讯作者：

Shi, Zhou

作者机构：

[Shi, Zhou; Zhou, Yin; Xu, Dongyun] Zhejiang Univ, Coll Environm & Resource Sci, Inst Agr Remote Sensing & Informat Technol Applic, Hangzhou 310058, Zhejiang, Peoples R China.

[Chen, Songchao] INRA, Unite InfoSol, F-45075 Orleans, France.

[Rossel, R. A. Viscarra] Curtin Univ, Sch Mol & Life Sci, Bentley, WA 6102, Australia.

[Biswas, Asim] Univ Guelph, Sch Environm Sci, 50 Stone Rd, Guelph, ON N1G 2W1, Canada.

[Li, Shuo] Cent China Normal Univ, Coll Urban & Environm Sci, Wuhan 430079, Hubei, Peoples R China.

通讯机构：

[Shi, Zhou] Z

Zhejiang Univ, Coll Environm & Resource Sci, Inst Agr Remote Sensing & Informat Technol Applic, Hangzhou 310058, Zhejiang, Peoples R China.

语种：

英文

关键词：

Granger–Ramanathan averaging;Outer-product analysis;Proximal soil sensor;Soil spectroscopy

期刊：

Geoderma

ISSN：

0016-7061

年：

2019

卷：

352

页码：

61-69

DOI：

10.1016/j.geoderma.2019.05.036

基金类别：

We thank the support of the National Key Research and Development Program ( 2018YFC1800105 ).

机构署名：

本校为其他机构

院系归属：

城市与环境科学学院

摘要：

Anthropogenic activities, such as sewage irrigation and application of pesticides and fertilizers, are the main cause of chromium (Cr) contamination in agricultural soils. Cr contamination reduces soil quality and threatens environmental and human health. Conventional Cr measurement methods, although accurate, involve complex sample processing steps and sophisticated laboratory analysis, which are time-consuming, costly, and often environmentally unfriendly. X-ray fluorescence (XRF) and visible near-infrared (vis–NIR) spectroscopy have been re...

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X-ray fluorescence and visible near infrared sensor fusion for predicting soil chromium content

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