干旱区生态环境知识资源中心(Arid): Feasibility of near-infrared spectroscopic rapid detection method for the water content of vermiculite substrates in desert facility agriculture

Arid

DOI	10.1080/00387010.2022.2027987
	Feasibility of near-infrared spectroscopic rapid detection method for the water content of vermiculite substrates in desert facility agriculture
	Zhao, Pengfei; Hu, Can; Xing, Jianfei; Wang, Xufeng; Guo, Wensong; Wang, Long; He, Xiaowei
通讯作者	Wang, XF (corresponding author)，Tarim Univ, Coll Mech & Elect Engn, Alar, Xinjiang, Peoples R China.
来源期刊	SPECTROSCOPY LETTERS
ISSN	0038-7010
EISSN	1532-2289
出版年	2022
卷号	55 期号:1 页码:65-78
英文摘要	The rapid determination of the water content of vermiculite substrates can promote the efficiency of desert agricultural facilities. The near-infrared spectroscopy protocol developed in this research could be applied to rapidly and quantitatively detect the water content of vermiculite substrates commonly used in desert agricultural facilities. Two different feature extraction algorithms were used to screen characteristic variables. The partial least-squares and multiple linear regression methods were used to establish a relationship model. The multiple linear regression model with feature variables extracted by a successive projection algorithm based on Savitzky-Golay smoothing preprocessing had the best performance, with a prediction-to-deviation ratio of 11.75. The results of this study provide a feasible method for rapidly detecting the moisture content of vermiculite substrates.
英文关键词	Characteristic variables moisture content near-infrared spectroscopy rapid nondestructive detection vermiculite substrates
类型	Article
语种	英语
收录类别	SCI-E
WOS记录号	WOS:000752332800001
WOS关键词	QUANTITATIVE-DETERMINATION ; NIR SPECTROSCOPY ; NITROGEN ; SOILS ; ALGORITHM ; MINERALS ; SENSOR
WOS类目	Spectroscopy
WOS研究方向	Spectroscopy
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/376332
作者单位	[Zhao, Pengfei; Hu, Can; Xing, Jianfei; Wang, Xufeng; Guo, Wensong; Wang, Long; He, Xiaowei] Tarim Univ, Coll Mech & Elect Engn, Alar, Xinjiang, Peoples R China; [Zhao, Pengfei; Hu, Can; Xing, Jianfei; Wang, Xufeng; Guo, Wensong; Wang, Long; He, Xiaowei] Dept Educ Xinjiang Uygur Autonomous Reg, Key Lab Coll & Univ, Alar, Xinjiang, Peoples R China; [Hu, Can; Wang, Long; He, Xiaowei] China Agr Univ, Coll Engn, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Zhao, Pengfei,Hu, Can,Xing, Jianfei,et al. Feasibility of near-infrared spectroscopic rapid detection method for the water content of vermiculite substrates in desert facility agriculture[J],2022,55(1):65-78.
APA	Zhao, Pengfei.,Hu, Can.,Xing, Jianfei.,Wang, Xufeng.,Guo, Wensong.,...&He, Xiaowei.(2022).Feasibility of near-infrared spectroscopic rapid detection method for the water content of vermiculite substrates in desert facility agriculture.SPECTROSCOPY LETTERS,55(1),65-78.
MLA	Zhao, Pengfei,et al."Feasibility of near-infrared spectroscopic rapid detection method for the water content of vermiculite substrates in desert facility agriculture".SPECTROSCOPY LETTERS 55.1(2022):65-78.