Quantitative Analysis of Near-Infrared Spectroscopy by Combined Stationary Wavelet Transform-Support Vector Machine
文献类型: 外文期刊
作者: Xing, Li;Chen, Longjian
作者机构:
关键词: data preprocessing;multiplicative scatter correction;near-infrared spectroscopy;stationary wavelet transform;support vector machine
期刊名称: SPECTROSCOPY LETTERS
ISSN: 0038-7010
年卷期: 2013 年 46 卷 1 期
页码:
收录情况: SCI
摘要: Data preprocessing and multivariate regression methods are two key factors influencing the model prediction ability of near-infrared (NIR) spectroscopy. The present paper evaluated the application of the combined stationary wavelet transformsupport vector machine method for developing juice NIR models. The performance of this method has been compared with other methods, such as stand normal variatepartial least squares, stationary wavelet transformpartial least squares, and stand normal variatestationary wavelet transform methods. The result showed that compared with other methods, the stationary wavelet transformsupport vector machine method can provide good quantitative analysis on saccharose concentration in juice.
分类号:
- 相关文献
作者其他论文 更多>>
-
Description of Wheat Straw Relaxation Behavior Based on a Fractional-Order Constitutive Model
作者:Chen, Longjian;Han, Lujia;Liao, Na;Xing, Li
关键词:
-
The Importance of Public-Private Partnerships in Agricultural Insurance in China: based on Analysis for Beijing
作者:Xing, Li;Lu, Kaiyu
关键词:Policy-driven agricultural insurance scheme;Non-parametric information-diffusion model;Public-Private Partnerships (PPPs);Beijing Municipality
-
Evaluation of specific gravity and electrical conductivity for determining nutrient concentrations in suspensions of poultry manure
作者:Xing, Li;Han, Lujia;Xing, Li;Han, Lujia;Xing, Li
关键词:layer manure;specific gravity;electrical conductivity
-
Does crop insurance influence agrochemical uses under current Chinese situations? A case study in the Manasi watershed, Xinjiang
作者:Zhong, Funing;Ning, Manxiu;Xing, Li
关键词:crop insurance;agrochemical uses;environment
-
Review of the Application of Near-Infrared Spectroscopy Technology to Determine the Chemical Composition of Animal Manure
作者:Chen, Longjian;Han, Lujia;Xing, Li
关键词:
-
Evaluation of physicochemical models for rapidly estimating cattle manure nutrient content
作者:Chen, Longjian;Han, Lujia;Yan, Zengling;Xing, Li
关键词:
-
Cultivation of Microalgae in Dairy Farm Wastewater Without Sterilization
作者:Ding, Jinfeng;Zhao, Fengmin;Cao, Youfu;Xing, Li;Liu, Wei;Mei, Shuai;Li, Shujun
关键词:microalgae;dairy farm wastewater;nutrients removal;ammonia nitrogen;phosphate;chemical oxygen demand