03578nam 2200625 450 991081037080332120230810001457.03-11-042498-310.1515/9783110424904(CKB)3710000000966379(MiAaPQ)EBC4768910(DE-B1597)452019(OCoLC)1002061038(OCoLC)1002233238(OCoLC)1004868589(OCoLC)1011439144(OCoLC)979783430(OCoLC)999355427(DE-B1597)9783110424904(Au-PeEL)EBL4768910(CaPaEBR)ebr11316731(CaONFJC)MIL972851(OCoLC)966546120(EXLCZ)99371000000096637920161219h20172017 uy 0engurcnu||||||||rdacontentrdamediardacarrierEnvironmental data analysis methods and applications /Zhihua ZhangBerlin, [Germany] ;Boston, [Massachusetts] :De Gruyter,2017.©20171 online resource (334 pages) illustrations3-11-043001-0 3-11-042490-8 Includes bibliographical references at the end of each chapters and index.Frontmatter -- Preface -- Contents -- 1. Time series analysis -- 2. Chaos and dynamical systems -- 3. Approximation -- 4. Interpolation -- 5. Statistical methods -- 6. Numerical methods -- 7. Optimization -- 8. Data envelopment analysis -- 9. Risk assessments -- 10. Life cycle assessments -- IndexMost environmental data involve a large degree of complexity and uncertainty. Environmental Data Analysis is created to provide modern quantitative tools and techniques designed specifically to meet the needs of environmental sciences and related fields. This book has an impressive coverage of the scope. Main techniques described in this book are models for linear and nonlinear environmental systems, statistical & numerical methods, data envelopment analysis, risk assessments and life cycle assessments. These state-of-the-art techniques have attracted significant attention over the past decades in environmental monitoring, modeling and decision making. Environmental Data Analysis explains carefully various data analysis procedures and techniques in a clear, concise, and straightforward language and is written in a self-contained way that is accessible to researchers and advanced students in science and engineering. This is an excellent reference for scientists and engineers who wish to analyze, interpret and model data from various sources, and is also an ideal graduate-level textbook for courses in environmental sciences and related fields. Contents:PrefaceTime series analysisChaos and dynamical systemsApproximationInterpolationStatistical methodsNumerical methodsOptimizationData envelopment analysisRisk assessmentsLife cycle assessmentsIndex Environmental sciencesData processingEnvironmental sciencesMathematicsData Analysis.Environmental Science.Mathematics.Environmental sciencesData processing.Environmental sciencesMathematics.363.700285Zhang Zhihua1031422MiAaPQMiAaPQMiAaPQBOOK9910810370803321Environmental data analysis3965202UNINA