LEADER 03578nam 2200625 450 001 9910792321403321 005 20230810001457.0 010 $a3-11-042498-3 024 7 $a10.1515/9783110424904 035 $a(CKB)3710000000966379 035 $a(MiAaPQ)EBC4768910 035 $a(DE-B1597)452019 035 $a(OCoLC)1002061038 035 $a(OCoLC)1002233238 035 $a(OCoLC)1004868589 035 $a(OCoLC)1011439144 035 $a(OCoLC)979783430 035 $a(OCoLC)999355427 035 $a(DE-B1597)9783110424904 035 $a(Au-PeEL)EBL4768910 035 $a(CaPaEBR)ebr11316731 035 $a(CaONFJC)MIL972851 035 $a(OCoLC)966546120 035 $a(EXLCZ)993710000000966379 100 $a20161219h20172017 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $2rdacontent 182 $2rdamedia 183 $2rdacarrier 200 10$aEnvironmental data analysis $emethods and applications /$fZhihua Zhang 210 1$aBerlin, [Germany] ;$aBoston, [Massachusetts] :$cDe Gruyter,$d2017. 210 4$dİ2017 215 $a1 online resource (334 pages) $cillustrations 311 $a3-11-043001-0 311 $a3-11-042490-8 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $tFrontmatter -- $tPreface -- $tContents -- $t1. Time series analysis -- $t2. Chaos and dynamical systems -- $t3. Approximation -- $t4. Interpolation -- $t5. Statistical methods -- $t6. Numerical methods -- $t7. Optimization -- $t8. Data envelopment analysis -- $t9. Risk assessments -- $t10. Life cycle assessments -- $tIndex 330 $aMost 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 606 $aEnvironmental sciences$xData processing 606 $aEnvironmental sciences$xMathematics 610 $aData Analysis. 610 $aEnvironmental Science. 610 $aMathematics. 615 0$aEnvironmental sciences$xData processing. 615 0$aEnvironmental sciences$xMathematics. 676 $a363.700285 700 $aZhang$b Zhihua$01031422 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910792321403321 996 $aEnvironmental data analysis$93869391 997 $aUNINA