数字农科院2.0

Study on Near-Infrared Spectroscopy Signal Pre-processing and Model Building

文献类型: 外文期刊

作者: Zhang Xiaochao;Zhang Yinqiao;Wang Hui

作者机构:

关键词: near-infrared Spectroscopy;Support Vector Machines;grain;quality analyses;wavelet analysis

期刊名称: INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL : ICACC 2009 - PROCEEDINGS

ISSN:

年卷期: 2009 年

页码:

收录情况: SCI

摘要: The technology of Near-infrared Spectroscopy analysis plays a very important role in quality detection of farm produce. This thesis analyzed grainy wheat quality with 900nm-1700nm wave raster near-infrared spectroscopy analysis system, filtered signal with wavelet packet analyses system, disposed signal with second order differential equipment, built and contrasted models of Partial Least Square (PLS) and Support Vector Machines (SVM). The results showed that the Near-infrared Spectroscopy analysis system can suit farm produce quality analysis well.

分类号:

  • 相关文献

[1]STUDY ON AOTF-BASED NEAR-INFRARED SPECTROSCOPY ANALYSIS SYSTEM OF FARM PRODUCE QUALITY. Zhang, Xiaochao,Hu, Xiaoan,Zhang, Yinqiao,Wang, Hui,Zhang, Hui. 2009

[2]GeneticAnalysisofNotchedGraininRice水稻腹缺米的遗传分析. 熊振民,闵绍楷,孔繁林,朱旭东. 1986

[3]Identification of quantitative trait locus of zinc and phosphorus density in wheat (Triticum aestivum L.) grain. Shi, Rongli,Zhang, Fusuo,Zou, Chunqin,Li, Hongwei,Tong, Yiping,Jing, Ruilian.

[4]Monitoring Plastic-Mulched Farmland Using Landsat-8 OLI Imagery. Hasituya,Chen Zhong-xin,Wu Wen-bin,Qing Huang,Hasituya,Chen Zhong-xin,Wu Wen-bin,Qing Huang. 2015

[5]Detection method of rice blast based on 4D light field refocusing depth information fusion. Yang N.,Chang K.,Tang J.,Xu L.,He Y.,Huang R.,Yu J.. 2023

[6]A framework to identify critical dynamics of water quality for diagnosing river basin ecosystem resilience and management. Zhuo Li,Linlin Wang,Fei Lun,Qiyuan Hu,Yueqing Xu,Danfeng Sun. 2023

[7]A Feeding Quantity Monitoring System for a Combine Harvester: Design and Experiment. Tao Jiang,Zhuohuai Guan,Haitong Li,Senlin Mu,Chongyou Wu,Min Zhang,Gang Wang,Xu Chen. 2022

[8]Distribution patterns of SOC fractions and mineralization on sloping erosion-prone farmland in the black soil region.. Mengni Li, Qingwen Zhang, Jeroen Meersmans, Aurore Degre. 2026

[9]Characteristics and influencing factors of grass-feeding livestock breeding in China: An economic geographical perspective. Wang Guogang,Wang Mingli,Wang Jimin,Yang Chun,Liu Yufeng. 2016

[10]Mineral element concentrations in grains of Chinese wheat cultivars. Yong Zhang,Qichao Song,Jun Yan,Jianwei Tang,Rongrong Zhao,Yueqiang Zhang,Zhonghu He,Chunqin Zou,Ivan Ortiz-Monasterio. 2010

[11]Arsenic Distribution, Species, and Its Effect on Maize Growth Treated with Arsenate. Ci Xiao-ke,Liu Hua-lin,Hao Yu-bo,Zhang Ji-wang,Liu Peng,Dong Shu-ting,Liu Hua-lin,Ci Xiao-ke. 2012

[12]Cadmium and lead contamination in japonica rice grains and its variation among the different locations in southeast China. Cheng Fangmin *, Zhao Ningchun , Xu Haiming , Li Yi , Zhang Wenfang , Zhu Zhiwei *, Chen Mingxue. 2006

[13]Improving harvest efficiency of maize varieties via accumulated temperature in a certain planting area. Zhaofu Huang,Liangyu Hou,Jun Xue,Keru Wang,Ruizhi Xie,Peng Hou,Bo Ming,Shaokun Li. 2021

[14]Grain Mineral Accumulation Changes In Chinese Maize Cultivars Released In Different Decades And The Responses To Nitrogen Fertilizer. Guo, S, Chen, YH, Chen, XC, Chen, YL, Yang, L, Wang, LF, Qin, YS, Li, MS, Chen, FJ, Mi, GH, Gu, RL, Yuan, LX. 2020

[15]Natural variations in the P-type ATPase heavy metal transporter gene ZmHMA3 control cadmium accumulation in maize grains. Bin Tang,Meijie Luo,Yunxia Zhang,Huanle Guo,Jingna Li,Wei Song,Ruyang Zhang,Zhen Feng,Mengsi Kong,Han Li,Zhongyang Cao,Xiaoduo Lu,Delin Li,Jianhua Zhang,Ronghuan Wang,Yuandong Wang,Zhihui Chen,Yanxin Zhao,Jiuran Zhao. 2021

[16]Grain mineral concentration of Chinese winter wheat varieties released between 1970 and 2005 under diverse nutrient inputs. Yan Han,Maolin Yang,Li Liu,Xiaoxiao Lei,Zheng Wang,Junmei Liu,Benhua Sun,Xueyun Yang,Shulan Zhang. 2022

[17]Sustainable intensification with irrigation raises farm profit despite climate emergency. Muleke, Albert,Harrison, Matthew Tom,Eisner, Rowan,de Voil, Peter,Yanotti, Maria,Liu, Ke,Monjardino, Marta,Yin, Xiaogang,Wang, Weilu,Nie, Jiangwen,Ferreira, Carla,Zhao, Jin,Zhang, Feng,Fahad, Shah,Shurpali, Narasinha,Feng, Puyu,Zhang, Yunbo,Forster, Daniel,Yang, Rui,Qi, Zhiming,Fei, Wang,Gao, Xionghui,Man, Jianguo,Nie, Lixiao. 2023

[18]Disruption of a glycosyl transferase family 17 protein alters cadmium accumulation and resistance in rice (Oryza sativa). Tu, Chun Yan,Guo, Rui,Chen, Chang Zhao,Gao, Yong Qiang,Zheng, Lu,Zhang, Qiang,Shen, Ren Fang,Zhu, Xiao Fang. 2024

[19]Ultrasensitive analyses of zearalenone in grain samples with a catalytic oxidation platform involving gold nanomaterials. Liyuan Zhao,Longzhu Zhou,Dieudonné M. Dansou,Chaohua Tang,Junmin Zhang,Yuchang Qin,Yanan Yu. 2024

[20]Rapid and Portable Detection of Hg and Cd in Grain Samples Based on Novel Catalytic Pyrolysis Composite Trap Coupled with Miniature Atomic Absorption Spectrometry. Tengpeng Liu,Jixin Liu,Xuefei Mao,Xiaoming Jiang,Yabo Zhao,Yongzhong Qian. 2023

作者其他论文 更多>>