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Average (ARIMA) and its derivative Seasonal ARIMA. Remote sensing data were downloaded from European Space Agency (ESA) and … monthly basis for daily evapotranspiration estimation. The application of the most adequate ARIMA (2,1,2) to the … daily evapotranspiration data set showed a seasonality behavior and thus, using seasonal ARIMA [(2,1,2) (1,1,2)6] was the …
Persistent link: https://www.econbiz.de/10010997478
(ARIMA) model has been used with the same data sets. The comparison has been made by Root Mean Squared Errors (RMSE) of the … models. Results showed that hybrid WNF model forecasts the streamflow more accurately than ARIMA model. Copyright Springer …
Persistent link: https://www.econbiz.de/10010794472
of two methods, Singular Spectrum Analysis (SSA) and Auto Regressive Integrated Moving Average (ARIMA). In this model … periodic motions by using SSA and then each sub-series is predicted, respectively, through an appropriate ARIMA model, and … compared with the predictions made by ARIMA and Singular Spectrum Analysis-Linear Recurrent Formulae (SSA-LRF). It is shown …
Persistent link: https://www.econbiz.de/10010794759
Models of river flow time series are essential in efficient management of a river basin. It helps policy makers in developing efficient water utilization strategies to maximize the utility of scarce water resource. Time series analysis has been used extensively for modeling river flow data. The...
Persistent link: https://www.econbiz.de/10011151731