Forecasting PM2.5 Concentration in India Using a Cluster Based Hybrid Graph Neural Network Approach
Author:
Publisher
Springer Science and Business Media LLC
Subject
Atmospheric Science
Link
https://link.springer.com/content/pdf/10.1007/s13143-022-00291-4.pdf
Reference49 articles.
1. Balakrishnan, K., Dey, S., Gupta, T., Dhaliwal, R.S., Brauer, M., Cohen, A.J., Dandona, L.: The impact of air pollution on deaths, disease burden, and life expectancy across the states of India: the Global Burden of Disease Study 2017. Lancet Planet. Health 3(1), e26–e39 (2019)
2. Becerra-Rico, J., Aceves-Fernández, M.A., Esquivel-Escalante, K., Pedraza-Ortega, J.C.: Airborne particle pollution predictive model using Gated Recurrent Unit (GRU) deep neural networks. Earth Sci. Inf. 13(3), 821–834 (2020)
3. Beddows, D.C., Dall’Osto, M., Harrison, R.M.: Cluster analysis of rural, urban, and curbside atmospheric particle size data. Environ. Sci. Technol. 43(13), 4694–4700 (2009)
4. Byun, D., Schere, K. L.: Review of the governing equations, computational algorithms, and other components of the Models-3 Community Multiscale Air Quality (CMAQ) modeling system (2006)
5. Chakma, A., Vizena, B., Cao, T., Lin, J., & Zhang, J.: Image-based air quality analysis using deep convolutional neural network. In: IEEE International Conference on Image Processing (ICIP), pp. 3949–3952. IEEE (2017)
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