首页 | 本学科首页   官方微博 | 高级检索  
     检索      

麻痹性贝毒产毒藻株的三维荧光光谱识别技术研究
引用本文:曾伟基,苟偲钰,曹洁茹,江天久,毕卫红.麻痹性贝毒产毒藻株的三维荧光光谱识别技术研究[J].光谱学与光谱分析,2022,42(1):130-135.
作者姓名:曾伟基  苟偲钰  曹洁茹  江天久  毕卫红
作者单位:1. 暨南大学赤潮与海洋生物学研究中心,水体富营养化与赤潮防治广东省高校重点实验室,广东 广州 510632
2. 燕山大学信息科学与工程学院, 燕山大学海洋科学与工程研究院,河北省特种光纤与光纤传感重点实验室,河北 秦皇岛 066004
基金项目:科技部科技基础资源调查专项(2018FY100201,2018FY100200);科技部“海洋保障安全保障”专项(2017YFC1403800);国家重点研发计划项目(2019YFC1407900);国家自然科学基金面上项目(41276091)资助。
摘    要:利用三维荧光光谱技术,研究了以微小亚历山大藻 (台湾株)(AMSY)、塔玛亚历山大藻(大亚湾株)(ATDY)、链状裸甲藻(防城港株)(GCFC)、塔玛亚历山大藻(香港株)(ATHK)、链状亚历山大藻(南海株)(ACSY)5株4种产麻痹性贝毒(PSP)微藻以及21株不产PSP藻在不同温度条件下培养微藻的各生长期产毒能力与三维荧光的关系。研究结果表明,在不同温度条件下,产毒藻类单位藻细胞产毒量会发生显著变化,低温可促进麻痹性贝毒的产生。通过Db7小波分解,选取Ca3尺度分量的联合荧光谱作为特征谱并利用Fisher判别发现,产PSP藻与不产PSP藻荧光差异主要集中在λex为400~425和450~545nm;λem为715~750 nm的波段,利用判别函数建立判别式,实现了对产麻痹性贝类毒素藻类的识别测定。对产PSP毒素藻类的判别率达到93.7%,不产PSP毒素藻类判别率达到93.3% ,综合判别率为93.5%。该研究可实现对水体中活体产PSP微藻的快速识别,为进一步开发产毒微藻识别仪提供理论基础。

关 键 词:麻痹性贝毒藻类  三维荧光  Db7小波  Fisher判别  
收稿时间:2020-12-27

Identification of Paralytic Shellfish Algae by Three-Dimensional Fluorescence Spectral
ZENG Wei-ji,GOU Si-yu,CAO Jie-ru,JIANG Tian-jiu,BI Wei-hong.Identification of Paralytic Shellfish Algae by Three-Dimensional Fluorescence Spectral[J].Spectroscopy and Spectral Analysis,2022,42(1):130-135.
Authors:ZENG Wei-ji  GOU Si-yu  CAO Jie-ru  JIANG Tian-jiu  BI Wei-hong
Institution:1. Research Center of Harmful Algae and Marine Biology, Jinan University, Key Laboratory of Eutrophication and Red Tide Prevention of Guangdong Higher Education Institutes, Guangzhou 510632, China 2. School of Information Science and Engineering, Yanshan University, The Key Laboratory for Special Fiber and Fiber Sensor of Hebei Province, Qinhuangdao 066004, China
Abstract:Using three-dimensional fluorescence spectroscopy technology,the relationship between three-dimensional fluorescence and toxicity of 5 strains of 4 microalgae species producing paralytic shellfish poisoning(PSP),which were Alexandrium minutum(Taiwan strain,AMSY),Alexandrium tamarense(Daya Bay strain,ATDY),Gymnodinium catenatum(Fangcheng Lane strain,GCFC),Alexandrium tamarense(Hong Kong strain,ATHK),Alexandrium catenella(South China Sea strain,ACSY),and 21 non-producing PSP microalgae species under different temperature conditions culture was studied.The results show that the toxin content of toxic algae per cell would change significantly under different temperature culture conditions and low temperature could promote the PSP production of toxic microalgae.By Db7 wavelet decomposition,the combined fluorescence spectrum of Ca3 scale components was selected as the characteristic spectrum and was used to establish the Fisher discrimination models,The combined fluorescence spectrum differences between toxic and non-toxic microalgae focused mainly on λex 400~425,450~545 nm and λem 715~750 nm bands.Using the Fisher discrimination models to dentification the toxic and non-toxic microalgae,the identification rate reached 93.7%and 93.3%,respectively,and the comprehensive discrimination rate was up to 93.5%.The method could be used to rapidly identify toxic microalgae in sea water and provide the theoretical basis for further developing toxic microalgae identification instruments.
Keywords:Paralytic Shellfish Poisoning  Three-dimensional fluorescence  Db7 wavelet  Fisher discriminant function coefficient
本文献已被 维普 万方数据 等数据库收录!
点击此处可从《光谱学与光谱分析》浏览原始摘要信息
点击此处可从《光谱学与光谱分析》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号