Environmental Data Analysis : Methods and Applications
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| Title: | Environmental Data Analysis : Methods and Applications |
|---|---|
| Description: | Most 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 |
| Authors: | Zhihua Zhang |
| Resource Type: | eBook. |
| Subjects: | Environmental sciences--Data processing, Environmental sciences--Mathematics |
| Categories: | MATHEMATICS / General, MATHEMATICS / Applied, SCIENCE / Earth Sciences / Geography |
| Database: | eBook Collection (EBSCOhost) |
| FullText | Links: – Type: ebook-pdf – Type: ebook-epub Text: Availability: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Environmental Data Analysis : Methods and Applications – Name: Abstract Label: Description Group: Ab Data: Most 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 – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Zhihua+Zhang%22">Zhihua Zhang</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Environmental+sciences--Data+processing%22">Environmental sciences--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Environmental+sciences--Mathematics%22">Environmental sciences--Mathematics</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+General%22">MATHEMATICS / General</searchLink><br /><searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Applied%22">MATHEMATICS / Applied</searchLink><br /><searchLink fieldCode="ZK" term="%22SCIENCE+%2F+Earth+Sciences+%2F+Geography%22">SCIENCE / Earth Sciences / Geography</searchLink> |
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| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 363.700151 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: Environmental sciences--Data processing Type: general – SubjectFull: Environmental sciences--Mathematics Type: general Titles: – TitleFull: Environmental Data Analysis : Methods and Applications Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zhihua Zhang – PersonEntity: Name: NameFull: Zhihua Zhang IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2017 – D: 10 M: 02 Type: profile Y: 2017 Identifiers: – Type: isbn-print Value: 9783110430011 – Type: isbn-electronic Value: 9783110424904 – Type: isbn-electronic Value: 9783110424911 – Type: isbn-electronic Value: 9783110424980 Titles: – TitleFull: Environmental Data Analysis : Methods and Applications Type: main |
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