Deep Lagged-Wavelet for monthly rainfall forecasting in a tropical region

Rainfall forecasting is an important input for decision-making in multiple areas, such as water resource planning and management associated with agriculture, hydropower generation, hydration in soils, and reducing vulnerability and risk in the integration of the corresponding systems. However, due t...

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Veröffentlicht in:	Stochastic environmental research and risk assessment 2023-03, Vol.37 (3), p.831-848
Hauptverfasser:	Vivas, Eliana, de Guenni, Lelys Bravo, Allende-Cid, Héctor, Salas, Rodrigo
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Aquatic Pollution Chemistry and Earth Sciences Computational Intelligence Computer Science Decision making Decomposition Earth and Environmental Science Earth Sciences Environment Forecasting Hydroelectric power Hydroelectric power generation Long short-term memory Machine learning Math. Appl. in Environmental Science Original Paper Physics Probability Theory and Stochastic Processes Rainfall Regression analysis Regression models Statistics for Engineering Transfer functions Tropical environment Tropical environments Waste Water Technology Water Management Water Pollution Control Water resources Wavelet transforms Weather stations
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