Studies on Time Series Applications in Environmental Sciences
Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Science & Nature, Science, Earth Sciences, General Computing
| Author: | Alina Bărbulescu | ISBN: | 9783319304366 |
| Publisher: | Springer International Publishing | Publication: | March 12, 2016 |
| Imprint: | Springer | Language: | English |
| Author: | Alina Bărbulescu |
| ISBN: | 9783319304366 |
| Publisher: | Springer International Publishing |
| Publication: | March 12, 2016 |
| Imprint: | Springer |
| Language: | English |
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.
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.
