Studies on Time Series Applications in Environmental Sciences
Barbulescu, Alina
Studies on Time Series Applications in Environmental Sciences by Alina Barbulescu - 1st ed. - Cham Springer International Publishing 2016 - 1 recurso en línea (XIII, 187 p.) 86 il., 24 il. col. - Intelligent Systems Reference Library 103 1868-4394 . - Intelligent Systems Reference Library 103 .
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. .
9783319304366
Series temporales
Ciencias medioambientales
QA280 / .B738 2016 EB
Studies on Time Series Applications in Environmental Sciences by Alina Barbulescu - 1st ed. - Cham Springer International Publishing 2016 - 1 recurso en línea (XIII, 187 p.) 86 il., 24 il. col. - Intelligent Systems Reference Library 103 1868-4394 . - Intelligent Systems Reference Library 103 .
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. .
9783319304366
Series temporales
Ciencias medioambientales
QA280 / .B738 2016 EB