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Intelligent Systems Reference Library

Studies on Time Series Applications in Environmental Sciences

Authors: Bărbulescu, Alina

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  • Interdisciplinary approach to time series modeling and forecasting applied to environmental sciences and computational geosciences  
  • Presents Time Series Applications in Environmental Sciences, especially in the field of meteorology and hydrology  
  • Provides various examples and alternative solutions  
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  • ISBN 978-3-319-30436-6
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About this book

Time series analysis and modelling represent a large study field, implying the approach from the perspective of the time and frequency, with applications in different domains. Modelling hydro-meteorological time series is difficult due to the characteristics of these series, as long range dependence, spatial dependence, the correlation with other series. Continuous spatial data plays an important role in planning, risk assessment and decision making in environmental management.  

In this context, in this book we present various statistical tests and modelling techniques used for time series analysis, as well as applications to hydro-meteorological series from Dobrogea, a region situated in the south-eastern part of Romania, less studied till now. Part of the results are accompanied by their R code.  

Reviews

“I enjoyed reading this carefully written book and would certainly recommend it to postgraduate students and researchers of meteorology, and applied mathematicians and statisticians who deal with such environmental science data.” (Computing Reviews, October, 2017)


Table of contents (7 chapters)

Table of contents (7 chapters)

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-30436-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-3-319-30434-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
Softcover $149.99
price for USA in USD
  • ISBN 978-3-319-80809-3
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Studies on Time Series Applications in Environmental Sciences
Authors
Series Title
Intelligent Systems Reference Library
Series Volume
103
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-30436-6
DOI
10.1007/978-3-319-30436-6
Hardcover ISBN
978-3-319-30434-2
Softcover ISBN
978-3-319-80809-3
Series ISSN
1868-4394
Edition Number
1
Number of Pages
XIII, 187
Number of Illustrations
62 b/w illustrations, 24 illustrations in colour
Topics

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