Abstract

The Dynamic Regression model (DR) was used for forecasting the discharge of Adhaim and Greater Zab rivers with considering the effect of rainfall on the discharges. The auto correlation function (ACF) was used to determine the stationary level of the time series, also the partial auto correlation function (PACF) was used to identify a suitable Auto Regression Integrated Moving Average (ARIMA) model for time series of rainfall and discharges for both rivers and the factors of the transfer function models (TF) were determined. The model passed the tests successfully and the dynamic regression model for both rivers became suitable for forecasting the discharges depending upon the historical data of the rainfall and the discharges. Key words : Rainfall , Adhaim river , Greater Zab river

Highlights

  • The Dynamic Regression model (DR) was used for forecasting the discharge of Adhaim and Greater Zab rivers with considering the effect of rainfall on the discharges

  • The model passed the tests successfully and the dynamic regression model for both rivers became suitable for forecasting the discharges depending upon the historical data of the rainfall and the discharges

  • ‫نموذج الانحدار الحركي‪ ،‬حیث أن ھذه السلسلة تمثل تلك العوامل التي تؤثر على الجریان‪.‬‬

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Summary

Introduction

The Dynamic Regression model (DR) was used for forecasting the discharge of Adhaim and Greater Zab rivers with considering the effect of rainfall on the discharges. ‫‪ : Nt‬سلسلة الاضطراب‬ ‫‪ : p‬رتبة معامل الانحدار الذاتي غیر الموسمي‬ ‫‪ : P‬رتبة معامل الانحدار الذاتي الموسمي‬ ‫‪ : q‬رتبة معامل الوسط المتحرك غیر الموسمي‬ ‫‪ : Фkk‬معامل الارتباط الذاتي الجزئي‬ ‫‪ : Θ8‬معامل الوسط المتحرك الموسمي‬ ‫نموذج)‪ (Auto Regression) (AR‬أو)‪ (Moving average)(MA‬لأغراض النمذجة‪.‬‬ ‫ان نموذج )‪( ARIMA‬‬ ‫سلاسل الامطار والتصاریف الى التوزیع الطبیعي وتتمثل ھذه الطریقة بالمعادلة التالیة ]‪: [٦‬‬

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