Barbulescu / Barbulescu Studies on Time Series Applications in Environmental Sciences

1. Auflage 2016
ISBN: 978-3-319-30436-6
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 103, 197 Seiten, eBook

Reihe: Intelligent Systems Reference Library

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.

Zielgruppe

Research

Autoren/Hrsg.

Barbulescu, Alina

Inhaltsverzeichnis

Hypotheses Testing on Meteorological Time Series.- Mathematical Methods Applied for Modeling Meteorological Time Series.- Models for Precipitation Series.- Modeling the Precipitation Evolution at Regional Scale.- Analysis and Models for Surface Water Quality.- Models for Pollutants Dissipation.- Spatial Interpolation with Applications.