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Hyperspectral Inversion of Chromium Content in Soil Using Support Vector Machine Combined with Lab and Field Spectra

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成果类型:
期刊论文
作者:
Xue, Yun;Zou, Bin*;Wen, Yimin;Tu, Yulong;Xiong, Liwei
通讯作者:
Zou, Bin
作者机构:
[Xue, Yun; Xiong, Liwei] Hunan City Univ, Sch Municipal & Surveying Engn, Yiyang 413000, Peoples R China.
[Tu, Yulong; Xue, Yun; Zou, Bin; Xiong, Liwei] Cent South Univ, Minist Educ, Key Lab Metallogen Predict Nonferrous Met & Geol, Changsha 410083, Peoples R China.
[Tu, Yulong; Zou, Bin] Cent South Univ, Sch Geosci & Infophys, Changsha 410083, Peoples R China.
[Wen, Yimin] Guilin Univ Elect Technol, Sch Comp Sci & Informat Secur, Guilin 541004, Peoples R China.
通讯机构:
[Zou, Bin] C
Cent South Univ, Minist Educ, Key Lab Metallogen Predict Nonferrous Met & Geol, Changsha 410083, Peoples R China.
Cent South Univ, Sch Geosci & Infophys, Changsha 410083, Peoples R China.
语种:
英文
关键词:
chromium content;support vector machine;hyperspectral remote sensing
期刊:
Sustainability
ISSN:
2071-1050
年:
2020
卷:
12
期:
11
基金类别:
Hunan Province Engineering & Technology Research Center for Rural Water Quality Safety [2019TP2079]; research program of Hunan Province Science and Technology Department [2017SK2271]; Key Laboratory of Metallogenic Prediction of Nonferrous Metals and Geological Environment Monitoring (Central South University), Ministry of Education [2018YSJS02]
机构署名:
本校为第一机构
院系归属:
市政与测绘工程学院
摘要:
Chromium is not only an essential trace element for the growth and development of living organisms; it is also a heavy metal pollutant. Excessive chromium in farmland soil will not only cause harm to crops, but could also constitute a serious threat to human health through the cumulative effect of the food chain. The determination of heavy metals in tailings of farmland soil is an essential means of soil environmental protection and sustainable development. Hyperspectral remote sensing technology has good characteristics, e.g., high speed, macro, and high resolution, etc., and has gradually be...

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