Published January 1, 2008 | Version v1
Journal article Open

Forecast of daily mean, maximum and minimum temperature time series by three artificial neural network methods

  • 1. Istanbul Tech Univ, Eurasia Inst Earth Sci, TR-34469 Istanbul, Turkey
  • 2. Istanbul Tech Univ, Fac Civil Engn, Hydraul Div, TR-34469 Istanbul, Turkey

Description

Temperature forecasting has been one of the most important factors considered in climate impact studies on sectors of agriculture, vegetation, water resources and tourism. The main purpose of this study is to forecast daily mean. maximum and minimum temperature time series employing three different artificial neural network (ANN) methods and provide the best-fit prediction with the observed actual data using ANN algorithms.

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