Semi-empirical prediction method for monthly precipitation prediction based on environmental factors and comparison with stochastic and machine learning models

Precipitation prediction is central in hydrology and water resources planning and management. This paper introduces a semi-empirical predictive model to predict monthly precipitation and compares its predictive skill with those of machine learning (ML) methods. The stochastic method presented herein...

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Veröffentlicht in:Hydrological sciences journal 2020-08, Vol.65 (11), p.1928-1942
Hauptverfasser: Zhang, Huihui, Loáiciga, Hugo A., Ren, Fu, Du, Qingyun, Ha, Da
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Sprache:eng
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