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

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

Tropical cyclones (TC) are dynamic atmospheric phenomena featuring extreme low-pressure systems and powerful winds, known for their devastating impacts on weather and the environment. The main purpose of this paper is to consider the subtle involvement of TCs in the air quality index (AQI), focusing...

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Bibliographic Details
Main Authors: Muhammad Waqar Younis, Saritha, Bhavya Kallapu, Rama Moorthy Hejamadi, Jeny Jijo, Raghunandan Kemmannu Ramesh , Muhammad Aslam, Syeda Fizzah Jilani
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Sensors
Subjects:
tropical cyclones
air quality, multimodal framework
ConvLSTM (Convolutional Long Short-Term Memory)
GAN (Generative Adversarial Network)
CNN (Convolutional Neural Network)
Online Access:https://www.mdpi.com/1424-8220/24/21/6983
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