浅析化学计量学在分析化学中的应用
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摘要
作为分析化学的一个重要分支,化学计量学在分析科学中发挥着越来越重要的作用。以化学计量学概述为切入点,从食品分析、环境分析、药物分析、生命科学研究等新兴应用领域,对化学计量学在分析化学中的应用做一综述,并就其发展前景进行展望,旨在为拓宽化学计量学应用领域提供新的思路。
As an important branch of analytical chemistry,chemometrics has played a more and more important role in analytical science. Starting with an overview of chemometrics,this study reviews the application of chemometrics in analytical chemistry from the perspective of food analysis,environmental analysis,drug analysis,life science research and so on. The development prospects of chemometrics are also analyzed,and our purpose is to provide new ideas for broadening the application field of chemometrics.
As an important branch of analytical chemistry,chemometrics has played a more and more important role in analytical science. Starting with an overview of chemometrics,this study reviews the application of chemometrics in analytical chemistry from the perspective of food analysis,environmental analysis,drug analysis,life science research and so on. The development prospects of chemometrics are also analyzed,and our purpose is to provide new ideas for broadening the application field of chemometrics.
引文
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[3]Weber G.Enumeration of components in complex systems by fluorescence spectrophotometry[J].Nature,1961,190:27-29.
[4]Brereton RG,Jansen J,Lopes J,et al.Chemometrics in analytical chemistry-part I:history,experimental design and data analysis tools[J].Anal Bioanal Chem,2017,409(25):5891-5899.
[5]潘荣荣,曲刚莲,马果花.化学计量学在分析化学中的应用[J].化学分析计量,2007,16(2):76-78.
[6]张彤.化学计量学在分析化学中的应用[J].合肥师范学院学报,2014,32(6):59-60.
[7]房靖.化学计量学在分析化学中的应用及发展前景[J].科技资讯,2010,(21):242.
[8]万鹏.化学计量学在分析化学中的应用研究[J].中国新技术新产品,2016,2(1):54.
[9]孙灵霞,陈锦屏,赵改名,等.化学计量学在食品分析中的应用研究进展[J].食品工业科技,2012,33(7):444-448.
[10]陈冬梅.化学计量学在食品分析中的应用研究[J].中国科技纵横,2015,(14):252.
[11]田郁郁,姚尧,王志鹏.化学计量学方法在食品分析中的应用[J].化工管理,2017,35(32):1-15.
[12]陈峰,李鹤东,王亚棋,等.化学计量学方法在食品分析中的应用[J].食品科学技术学报,2017,35(3):1-15.
[13]Fu HY,Yin QB,Xu L,et al.Challenges of large-class-number classification(LCNC):A novel ensemble strategy(ES)and its application to discriminating the geographical origins of 25 green teas[J].Chemom Intell Lab Syst,2016,157:43-49.
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[16]卿湘东.高维化学计量学方法及其在土壤与水体分析中的应用研究[D].长沙:湖南大学,2014.
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[20]Chen P,Li L,Zhang H.Spatio-temporal variations and source apportionment of water pollution in Danjiangkou reservoir basin,central China[J].Water,2015,7(6):2591-2611.
[21]冯岸红,朱智成,陈社军,等.寿光土壤中多环芳烃的污染特征及风险评估[J].中国环境科学,2013,33(9):1607-1614.
[22]陈敏,陈莉,黄平.乌鲁木齐土壤中多环芳烃的污染特征及生态风险评价[J].中国环境监测,2015,31(2):84-91.
[23]徐会宁.化学计量学方法在药物色谱分析中的应用研究[D].西安:西北大学,2007.
[24]杨洁,刘新兰,陈强,等.化学计量学在药物分析中的应用[J].科技信息,2012,(25):465.
[25]高苏亚,范涛,王黎,等.红外光谱技术结合化学计量学方法在中药研究中的应用[J].应用化工,2012,41(2):324-328.
[26]魏学敏,吴倩,刘强,等.化学计量学-光谱法在药物分析中的应用进展[J].药物分析杂志,2013,33(8):1447-1452.
[27]李晶晶,周昭露,黄生权,等.近红外光谱技术应用于中草药口服液在线质量控制的化学计量学建模[J].化工进展,2018,37(5):1923-1932.
[28]李艳坤,王涵,贾明静,等.紫外分光光度法结合化学计量学方法对复方氨酚烷胺类药物的分析[J].分析化学进展,2018,8(1):18-24.
[29]周娟娟,秦亚东,汪荣斌,等.基于化学计量学结合超高效液相色谱指纹图谱评价中药材防己质量[J].现代中药研究与实践,2018,32(2):62-65.
[30]梁逸曾.化学计量学、化学信息学与生物信息学——定义、内涵及其融合趋势的几点思考[C].天津:中国化学会学术年会化学信息学与化学计量学分会场,2008.
[31]倪永年,杜姗.化学计量学在生命科学研究中的应用[J].化学研究与应用,2006,18(5):459-464.
[32]倪永年.化学计量学在生命科学和食品安全研究中的应用[C].成都:中国化学会学术年会,2012.
[33]李通化,熊文炜,孙江明,等.化学计量学方法在生物组学中的应用研究[J].分析化学,2009,37(a03):177.
[34]陈晶.信息分析中的化学计量学和生物信息学新方法研究——基于支持向量机、小波变换、傅里叶变换、分子对接、动力学模拟的化学和生物信息分析[D].兰州:西北师范大学,2009.
[35]彭华,黄常志.代谢组学在肿瘤诊断和治疗中的研究进展[J].中华肿瘤杂志,2015,37(2):81-83.
[2]Mandel J.Statistical methods in analytical chemistry[J].J Chem Educ,1949,26:534-539.
[3]Weber G.Enumeration of components in complex systems by fluorescence spectrophotometry[J].Nature,1961,190:27-29.
[4]Brereton RG,Jansen J,Lopes J,et al.Chemometrics in analytical chemistry-part I:history,experimental design and data analysis tools[J].Anal Bioanal Chem,2017,409(25):5891-5899.
[5]潘荣荣,曲刚莲,马果花.化学计量学在分析化学中的应用[J].化学分析计量,2007,16(2):76-78.
[6]张彤.化学计量学在分析化学中的应用[J].合肥师范学院学报,2014,32(6):59-60.
[7]房靖.化学计量学在分析化学中的应用及发展前景[J].科技资讯,2010,(21):242.
[8]万鹏.化学计量学在分析化学中的应用研究[J].中国新技术新产品,2016,2(1):54.
[9]孙灵霞,陈锦屏,赵改名,等.化学计量学在食品分析中的应用研究进展[J].食品工业科技,2012,33(7):444-448.
[10]陈冬梅.化学计量学在食品分析中的应用研究[J].中国科技纵横,2015,(14):252.
[11]田郁郁,姚尧,王志鹏.化学计量学方法在食品分析中的应用[J].化工管理,2017,35(32):1-15.
[12]陈峰,李鹤东,王亚棋,等.化学计量学方法在食品分析中的应用[J].食品科学技术学报,2017,35(3):1-15.
[13]Fu HY,Yin QB,Xu L,et al.Challenges of large-class-number classification(LCNC):A novel ensemble strategy(ES)and its application to discriminating the geographical origins of 25 green teas[J].Chemom Intell Lab Syst,2016,157:43-49.
[14]Lu W,Jiang Q,Shi H,et al.Partial least-squares-discriminant analysis differentiating Chinese wolfberries by UPLC-MS and flow injection mass spectrometric(FIMS)fingerprints[J].J Agric Food Chem,2014,62(37):9073-9080.
[15]Yu H,Dai X,Yao G,et al.Application of gas chromatography-based electronic nose for classification of Chinese rice wine by wine age[J].Food Anal Methods,2014,7(7):1489-1497.
[16]卿湘东.高维化学计量学方法及其在土壤与水体分析中的应用研究[D].长沙:湖南大学,2014.
[17]Noori R,Karbassi A,Khakpour A,et al.Chemometric analysis of surface water quality data:case study of the Gorganrud river basin,Iran[J].Environ Model Assess,2012,17(4):411-420.
[18]González SO,Almeida CA,Calderón M,et al.Assessment of the water self-purification capacity on a river affected by organic pollution:application of chemometrics in spatial and temporal variations[J].Environ Sci Pollut Res Int,2014,21(18):10583-10593.
[19]王平,张红,秦作栋,等.基于wavelet-SVM的PM10浓度时序数据预测[J].环境科学,2017,38(8):3153-3161.
[20]Chen P,Li L,Zhang H.Spatio-temporal variations and source apportionment of water pollution in Danjiangkou reservoir basin,central China[J].Water,2015,7(6):2591-2611.
[21]冯岸红,朱智成,陈社军,等.寿光土壤中多环芳烃的污染特征及风险评估[J].中国环境科学,2013,33(9):1607-1614.
[22]陈敏,陈莉,黄平.乌鲁木齐土壤中多环芳烃的污染特征及生态风险评价[J].中国环境监测,2015,31(2):84-91.
[23]徐会宁.化学计量学方法在药物色谱分析中的应用研究[D].西安:西北大学,2007.
[24]杨洁,刘新兰,陈强,等.化学计量学在药物分析中的应用[J].科技信息,2012,(25):465.
[25]高苏亚,范涛,王黎,等.红外光谱技术结合化学计量学方法在中药研究中的应用[J].应用化工,2012,41(2):324-328.
[26]魏学敏,吴倩,刘强,等.化学计量学-光谱法在药物分析中的应用进展[J].药物分析杂志,2013,33(8):1447-1452.
[27]李晶晶,周昭露,黄生权,等.近红外光谱技术应用于中草药口服液在线质量控制的化学计量学建模[J].化工进展,2018,37(5):1923-1932.
[28]李艳坤,王涵,贾明静,等.紫外分光光度法结合化学计量学方法对复方氨酚烷胺类药物的分析[J].分析化学进展,2018,8(1):18-24.
[29]周娟娟,秦亚东,汪荣斌,等.基于化学计量学结合超高效液相色谱指纹图谱评价中药材防己质量[J].现代中药研究与实践,2018,32(2):62-65.
[30]梁逸曾.化学计量学、化学信息学与生物信息学——定义、内涵及其融合趋势的几点思考[C].天津:中国化学会学术年会化学信息学与化学计量学分会场,2008.
[31]倪永年,杜姗.化学计量学在生命科学研究中的应用[J].化学研究与应用,2006,18(5):459-464.
[32]倪永年.化学计量学在生命科学和食品安全研究中的应用[C].成都:中国化学会学术年会,2012.
[33]李通化,熊文炜,孙江明,等.化学计量学方法在生物组学中的应用研究[J].分析化学,2009,37(a03):177.
[34]陈晶.信息分析中的化学计量学和生物信息学新方法研究——基于支持向量机、小波变换、傅里叶变换、分子对接、动力学模拟的化学和生物信息分析[D].兰州:西北师范大学,2009.
[35]彭华,黄常志.代谢组学在肿瘤诊断和治疗中的研究进展[J].中华肿瘤杂志,2015,37(2):81-83.