Buch, Englisch, Band 103, 187 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 318 g
Buch, Englisch, Band 103, 187 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 318 g
Reihe: Intelligent Systems Reference Library
ISBN: 978-3-319-80809-3
Verlag: Springer International Publishing
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.
Fachgebiete
Weitere Infos & Material
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.
