Utilising Machine Learning for Pan Evaporation Prediction - A Case Study in Western Australia

Evaporation has a significant impact on the management of water resources, irrigation system designs, and hydrological modelling due to its complex and nonlinear nature. This is because evaporation is a result of the interactions of various climatic factors. In Australia, research suggests that evap...

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Vydáno v:	Lecture notes in engineering and computer science Ročník 2245; s. 14
Hlavní autoři:	Abed, Mustafa, Imteaz, Monzur Alam, Ahmed, Ali Najah
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Hong Kong International Association of Engineers 05.07.2023
Témata:	Case studies Correlation coefficients Evaporation rate Hydrology Irrigation systems Lakes Machine learning Mathematical models Meteorological data Neural networks Parameters Performance evaluation Relative humidity Solar radiation Transformers Water loss Water resources management Weather stations Wind speed Australia Western Australia Australia
ISSN:	2078-0958, 2078-0966
On-line přístup:	Získat plný text
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