Multivariate statistical approaches as applied to environmental physics studies

Author:

Lovchinov Vasil,Tsakovski Stefan

Abstract

AbstractThe present communication deals with the application of the most important environmetric approaches like cluster analysis, principal components analysis and principal components regression (apportioning models) to environmental systems which are of substantial interest for environmental physics — surface waters, aerosols, and coastal sediments. Using various case studies we identify the latent factors responsible for the data set structure and construct models showing the contribution of each identified source (anthropogenic or natural) to the total measure of the pollution. In this way the information obtained by the monitoring data becomes broader and more intelligent, which help in problem solving in environmental physics.

Publisher

Walter de Gruyter GmbH

Subject

General Physics and Astronomy

Reference32 articles.

1. D.L. Massart and L. Kaufman: The Interpretation of Analytical Chemical Data by the Use of Cluster Analysis, Wiley-Interscience, New York, 1983.

2. J.W. Einax, H.W. Zwanziger and S. Geiss: Chemometrics in Environmental Analysis, VCH, Weinheim, 1997.

3. M. Daszykowski, B. Walczak and D.L. Massart: “Looking for Natural Patterns in Data. Part I. Density-Based Approach”, Chemometr. Intell. Lab., Vol. 56, (2001), pp. 83–92.

4. I. Stanimirova, M. Daszykowski, D.L. Massart, F. Questier, V. Simeonov and H. Puxbaum: “Chemometrical Exploration of the wet Precipitation Chemistry from the Austrian Monitoring Network (1988–1999)”, J. Environ. Manage., Vol. 74, (2005), pp. 349–363.

5. D.L. Massart, B.G.M. Vandeginste, L.M.C. Buydens, S. de Jong, P.J. Lewi and J. Smeyers-Verbeke: Handbook of Chemometrics and Qualimetrics: Data Handling in Science and Technology, Parts A and B, Elsevier, Amsterdam, 1997.

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3