Environmental Data Analysis : : Methods and Applications / / Zhihua Zhang.
With the dramatic development of air-space-ground-sea environmental monitoring networks and large-scale high-resolution Earth simulators, Environmental science is facing opportunities and challenges of big data. Environmental Data Analysis focuses on state-of-the-art models and methods for big envir...
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Place / Publishing House: | Berlin ;, Boston : : De Gruyter, , [2023] ©2023 |
Year of Publication: | 2023 |
Edition: | 2nd Edition |
Language: | English |
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Physical Description: | 1 online resource (XII, 388 p.) |
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Zhang, Zhihua, author. aut http://id.loc.gov/vocabulary/relators/aut Environmental Data Analysis : Methods and Applications / Zhihua Zhang. 2nd Edition Berlin ; Boston : De Gruyter, [2023] ©2023 1 online resource (XII, 388 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Frontmatter -- Preface of the 2nd edition -- Preface -- Contents -- 1 Time series analysis -- 2 Chaos and dynamical systems -- 3 Approximation -- 4 Interpolation -- 5 Patterns -- 6 Estimates -- 7 Optimization -- 8 Data envelopment analysis -- 9 Risk assessments -- 10 Life cycle assessments -- 11 Networks -- Index restricted access http://purl.org/coar/access_right/c_16ec online access with authorization star With the dramatic development of air-space-ground-sea environmental monitoring networks and large-scale high-resolution Earth simulators, Environmental science is facing opportunities and challenges of big data. Environmental Data Analysis focuses on state-of-the-art models and methods for big environmental data and demonstrates their applications through various case studies in the real world. It covers the comprehensive range of topics in data analysis in space, time and spectral domains, including linear and nonlinear environmental systems, feature extraction models, data envelopment analysis, risk assessments, and life cycle assessments. The 2nd Edition adds emerging network models, including neural networks, complex networks, downscaling analysis and streaming data on network. This book is a concise and self-contained work with enormous amount of information. It is a must-read for environmental scientists who struggle to conduct big data mining and data scientists who try to find the way into environmental science. Issued also in print. Mode of access: Internet via World Wide Web. In English. Description based on online resource; title from PDF title page (publisher's Web site, viewed 29. Mai 2023) Datenanalyse. Mathematik. Umweltwissenschaft. SCIENCE / Chemistry / General. bisacsh Data Analysis. Environmental Science. Mathematics. Title is part of eBook package: De Gruyter DG Plus DeG Package 2023 Part 1 9783111175782 Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 English 9783111319292 Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 9783111318912 ZDB-23-DGG Title is part of eBook package: De Gruyter EBOOK PACKAGE Physics, Chemistry, Mat.Sc, Geosc 2023 English 9783111319230 Title is part of eBook package: De Gruyter EBOOK PACKAGE Physics, Chemistry, Mat.Sc, Geosc 2023 9783111318660 ZDB-23-DPC EPUB 9783111012919 print 9783111012544 https://doi.org/10.1515/9783111012681 https://www.degruyter.com/isbn/9783111012681 Cover https://www.degruyter.com/document/cover/isbn/9783111012681/original |
language |
English |
format |
eBook |
author |
Zhang, Zhihua, Zhang, Zhihua, |
spellingShingle |
Zhang, Zhihua, Zhang, Zhihua, Environmental Data Analysis : Methods and Applications / Frontmatter -- Preface of the 2nd edition -- Preface -- Contents -- 1 Time series analysis -- 2 Chaos and dynamical systems -- 3 Approximation -- 4 Interpolation -- 5 Patterns -- 6 Estimates -- 7 Optimization -- 8 Data envelopment analysis -- 9 Risk assessments -- 10 Life cycle assessments -- 11 Networks -- Index |
author_facet |
Zhang, Zhihua, Zhang, Zhihua, |
author_variant |
z z zz z z zz |
author_role |
VerfasserIn VerfasserIn |
author_sort |
Zhang, Zhihua, |
title |
Environmental Data Analysis : Methods and Applications / |
title_sub |
Methods and Applications / |
title_full |
Environmental Data Analysis : Methods and Applications / Zhihua Zhang. |
title_fullStr |
Environmental Data Analysis : Methods and Applications / Zhihua Zhang. |
title_full_unstemmed |
Environmental Data Analysis : Methods and Applications / Zhihua Zhang. |
title_auth |
Environmental Data Analysis : Methods and Applications / |
title_alt |
Frontmatter -- Preface of the 2nd edition -- Preface -- Contents -- 1 Time series analysis -- 2 Chaos and dynamical systems -- 3 Approximation -- 4 Interpolation -- 5 Patterns -- 6 Estimates -- 7 Optimization -- 8 Data envelopment analysis -- 9 Risk assessments -- 10 Life cycle assessments -- 11 Networks -- Index |
title_new |
Environmental Data Analysis : |
title_sort |
environmental data analysis : methods and applications / |
publisher |
De Gruyter, |
publishDate |
2023 |
physical |
1 online resource (XII, 388 p.) Issued also in print. |
edition |
2nd Edition |
contents |
Frontmatter -- Preface of the 2nd edition -- Preface -- Contents -- 1 Time series analysis -- 2 Chaos and dynamical systems -- 3 Approximation -- 4 Interpolation -- 5 Patterns -- 6 Estimates -- 7 Optimization -- 8 Data envelopment analysis -- 9 Risk assessments -- 10 Life cycle assessments -- 11 Networks -- Index |
isbn |
9783111012681 9783111175782 9783111319292 9783111318912 9783111319230 9783111318660 9783111012919 9783111012544 |
url |
https://doi.org/10.1515/9783111012681 https://www.degruyter.com/isbn/9783111012681 https://www.degruyter.com/document/cover/isbn/9783111012681/original |
illustrated |
Not Illustrated |
doi_str_mv |
10.1515/9783111012681 |
oclc_num |
1371573598 |
work_keys_str_mv |
AT zhangzhihua environmentaldataanalysismethodsandapplications |
status_str |
n |
ids_txt_mv |
(DE-B1597)634688 (OCoLC)1371573598 |
carrierType_str_mv |
cr |
hierarchy_parent_title |
Title is part of eBook package: De Gruyter DG Plus DeG Package 2023 Part 1 Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 English Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 Title is part of eBook package: De Gruyter EBOOK PACKAGE Physics, Chemistry, Mat.Sc, Geosc 2023 English Title is part of eBook package: De Gruyter EBOOK PACKAGE Physics, Chemistry, Mat.Sc, Geosc 2023 |
is_hierarchy_title |
Environmental Data Analysis : Methods and Applications / |
container_title |
Title is part of eBook package: De Gruyter DG Plus DeG Package 2023 Part 1 |
_version_ |
1770178150142050304 |
fullrecord |
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