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Studies on Time Series Applications in Environmental Sciences

Studies on Time Series Applications in Environmental Sciences

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Intelligent Systems Reference Library

Studies on Time Series Applications in Environmental Sciences

Alina Bărbulescu

Computers / Artificial Intelligence / General

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.  


Publication Date: 25 April 2018
Publisher: Springer International Publishing
Imprint: Springer
ISBN-13: 9783319808093
Format: Paperback / softback
Page Count: 187

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