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Multi-step solar ultraviolet index prediction: integrating convolutional neural networks with long short-term memory for a representative case study in Queensland, Australia

Mohanad S. AL‐Musaylh, Kadhem Al‐Daffaie, Nathan Downs, Sujan Ghimire, Mumtaz Ali, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Damien P. Igoe, Ravinesh C. Deo, Alfio V. Parisi, Mustapha A. A. Jebar

2025Modeling Earth Systems and Environment17 citationsDOI

Topics & Concepts

Term (time)Convolutional neural networkLong short term memoryIndex (typography)Artificial neural networkEnvironmental scienceComputer scienceGeographyArtificial intelligenceRecurrent neural networkPhysicsWorld Wide WebQuantum mechanicsSolar Radiation and PhotovoltaicsAtmospheric Ozone and ClimateClimate variability and models
Multi-step solar ultraviolet index prediction: integrating convolutional neural networks with long short-term memory for a representative case study in Queensland, Australia | Litcius