Utilizing ANN for improving the WRF wind forecasts in Türkiye

The accurate estimation of wind speed is crucial for wind energy production, given the exponential relationship between wind and power. However, this is a challenging task due to the stochastic nature of meteorology. In this study, the Weather Research and Forecasting Model (WRF) with a 9 km spatial...

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Veröffentlicht in:	Earth science informatics 2023-09, Vol.16 (3), p.2167-2186
Hauptverfasser:	Kara, Yiğitalp, Akalin, Ilgar Ataol, Deniz, Nursima Gamze, Dinç, Umur, Ünal, Zeynep Feriha, Toros, Hüseyin
Format:	Artikel
Sprache:	eng
Schlagworte:	Data assimilation Data collection Earth and Environmental Science Earth Sciences Earth System Sciences Hindcasting Information Systems Applications (incl.Internet) Mathematical models Meteorology Modelling Ontology Parameterization Performance evaluation Root-mean-square errors Simulation and Modeling Space Exploration and Astronautics Space Sciences (including Extraterrestrial Physics Spatial resolution Topology Weather forecasting Wind power Wind speed
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