Time Series Modelling in Earth Sciences

Time Series Modelling in Earth Sciences Synopsis

Including the latest theories and applications of time series modelling, this book is intended for students, faculties and professionals with a background in multivariate statistics.Highlighting linear methods to yield ARIMA, SARIMA models and their multivariate (vector) extensions, the text also draws attention to non-linear methods, as well as state-space, dynamic linear, wavelet, volatility and long memory models. Also included are several solved case studies and exercises from the fields of mining, ore genesis, earthquakes, and climatology.