Soil Nutrient Detection Method Based on Combining Mid-Infrared Attenuated Total Reflection and Diffuse Reflectance Spectroscopy
文献类型： 外文期刊
作者： Chen Chen 1 ; Li Zhi-wei 1 ; Dong Da-ming 2 ;
作者机构： 1.Shanxi Agr Univ, Taigu 030801, Peoples R China
2.Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China
关键词： ATR;DRIPT;Soil nutrients;Infrared spectroscopy
期刊名称：SPECTROSCOPY AND SPECTRAL ANALYSIS （ 影响因子：0.589； 五年影响因子：0.504 ）
ISSN： 1000-0593
年卷期： 2017 年 37 卷 11 期
页码：
收录情况： SCI
摘要： Due to the advantages of high detection speed, real-time measurement, and non-destructive process, spectroscopy analysis technique is widely used in every field and has becomes one of the most effective methods in modern agricultural control. In this paper, we collected soil samples with different nutrient contents, measured the infrared attenuated total reflection (ATR) and diffuse reflection infrared Fourier transform (DRIFT) data of every sample in order to built models and predicted the content of total carbon, total nitrogen and available nitrogen quantitively in soil by using pretreatment and partial least squares (PLS) methods. It indicated that the determination coefficients of PLS models improved after using standard normal variate transformation (SNV). For the ATR and DRIFT models, the determination coefficients of total carbon were improved to 0. 826, 0. 919 and 0. 841, 0. 928 of total nitrogen respectively. By combining with ATR and DRIP-1 spectra, the prediction accuracy became higher than that of using ATR or DRIP-1 spectra. The coefficient of determinations of the total carbon, total nitrogen and available nitrogen models were 0. 942, 0. 951 and 0. 919 respectively. It provided a reasonable method to improve the analytical ability in mid infrared spectroscopy.
- 相关文献
作者其他论文 更多>>
-
Near-Infrared Spectroscopy Measurement of Contrastive Variational Autoencoder and Its Application in the Detection of Liquid Sample
作者：Yuan Zhuang;Dong Da-ming
关键词：Near-infrared; cVAE; Data dimensionality reduction; Feature extraction
-
Measurement of Volatile Compounds Released From Plastic Using Long-Optical-Path FTIR
作者：Wang Run-yu;Dong Da-ming;Ye Song;Jiao Lei-zi;Dong Da-ming;Jiao Lei-zi
关键词：Mid-infraredspectroscopy; Long optical path gas cell; Plastic volatiles; Fast measurement
-
Trace Pesticide Measurement Method Based on Immunosensor and Laser-Induced Breakdown Spectroscopy
作者：Cui You-wei;Zheng Pei-chao;Wang Xiao-fa;Dong Da-ming;Cui You-wei;Jiao Lei-zi;Dong Da-ming;Wu Jing;Jiao Lei-zi
关键词：Immunochromatographic test strip; Laser-induced breakdown spectroscopy; Pesticide detection
-
Ca and Mg Analysis in Solution by Solution Cathode Glow Discharge Combined with Standard Addition Method and Background Removal
作者：Zheng Pei-chao;He Miao;Wang Jin-mei;Wang Ning-shen;Li Wei-qi;Luo Yuan-jiang;Zheng Kun-peng;Yan Bo-wen;Dong Da-Ming
关键词：SCGD-AES; Metal element detection; Standard addition method
-
Open-Path FTIR Gas Detection Method Based on Two-Dimensional Correlation Infrared Spectroscopy
作者：Wang Na;Dong Da-ming;Jiao Lei-zi;Wang Na;Dong Da-ming;Jiao Lei-zi
关键词：Two-dimensional correlation infrared spectroscopy; Open-path FTIR; Gas detection
-
Application of Near Infrared Spectroscopy Combined with Comparative Principal Component Analysis for Pesticide Residue Detection in Fruit
作者：Chen Shu-yi;Zhao Quan-ming;Dong Da-ming
关键词：Near-infrared spectroscopy; cPCA; Data dimensionality reduction; Model establishment
-
Detection of Pesticide Residues on Apple Based on Nanoparticle-Enhanced Laser-Induced Breakdown Spectroscopy
作者：Zhao Xian-de;Dong Da-ming;Jiao Lei-zi;Tian Hong-wu;Xing Zhen;Zhao Xian-de;Dong Da-ming;Jiao Lei-zi;Tian Hong-wu;Xing Zhen
关键词：Laser-induced breakdown; Pesticide residues; Nanoparticle enhancement; Apple
