Exploring the Influence of Tropical Cyclones on Regional Air Quality Using Multimodal Deep Learning Techniques.

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第一作者： Muhammad Waqar,Younis

第一单位： Department of Computer Science, Aberystwyth University, Penglais, Aberystwyth SY23 3DB, UK.

作者： Muhammad Waqar,Younis ^[1] ; Saritha ^[2] ; Bhavya,Kallapu ^[3] ; Rama Moorthy,Hejamadi ^[4] ; Jeny,Jijo ^[2] ; Raghunandan Kemmannu,Ramesh ^[5] ; Muhammad,Aslam ^[1] ; Syeda Fizzah,Jilani ^[6]

作者单位： Department of Computer Science, Aberystwyth University, Penglais, Aberystwyth SY23 3DB, UK. ^[1] Department of Computer Science and Engineering, PES University, Bangalore 560085, Karnataka, India. ^[2] Department of Mathematics, NMAM Institute of Technology, Nitte (Deemed to Be University), Mangalore 575018, Karnataka, India. ^[3] Department of Computer Applications, Nitte Institute of Professional Education, Nitte (Deemed to Be University), Mangalore 575018, Karnataka, India. ^[4] Department of Computer Science and Engineering, NMAM Institute of Technology, Nitte (Deemed to Be University), Mangalore 575018, Karnataka, India. ^[5] Department of Physics, Physical Sciences Building, Aberystwyth University, Aberystwyth SY23 3BZ, UK. ^[6]

关键词 CNN (Convolutional Neural Network)ConvLSTM (Convolutional Long Short-Term Memory)GAN (Generative Adversarial Network)air quality, multimodal framework tropical cyclones

DOI 10.3390/s24216983

PMID 39517881

发布时间 2024-11-16

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