Air quality prediction using multi-source remote sensing data integration with hybrid deep learning framework

Abstract Growing pollution levels and associated detrimental effects on human health have made air quality monitoring and forecasting crucial issues in urban environmental management. This paper introduces a novel approach to air quality prediction by using a hybrid deep learning framework that comb...

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Ngā kaituhi matua:	S. Kalaiselvi, V. Anitha, V. Manimaran, Thomas Samraj Lawrence
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Nature Portfolio 2025-12-01
Rangatū:	Scientific Reports
Ngā marau:	Air quality prediction Remote sensing Deep learning Multi-modal fusion Spatio-temporal modeling Environmental monitoring
Urunga tuihono:	https://doi.org/10.1038/s41598-025-32466-0
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!