A novel approach for forecasting PM2.5 pollution in Delhi using CATALYST

Author:

Verma Abhishek,Ranga Virender,Vishwakarma Dinesh Kumar

Publisher

Springer Science and Business Media LLC

Subject

Management, Monitoring, Policy and Law,Pollution,General Environmental Science,General Medicine

Reference57 articles.

1. Agarwal, S., Sharma, S., Suresh, R., Rahman, M. H., Vranckx, S., Maiheu, B., Blyth, L., Janssen, S., Gargava, P., Shukla, V. K., & Batra, S. (2020). Air quality forecasting using artificial neural networks with real time dynamic error correction in highly polluted regions. Science of the Total Environment, 735, 139454. https://doi.org/10.1016/j.scitotenv.2020.13945

2. Chang, Q., Zhang, H., & Zhao, Y. (2020). Ambient air pollution and daily hospital admissions for respiratory system–related diseases in a heavy polluted city in Northeast China. Environmental Science and Pollution Research, 27(9), 10055–10064. https://doi.org/10.1007/s11356-020-07678-8

3. Chen, X., Yin, L., Fan, Y., Song, L., Ji, T., Liu, Y., Tian, J., & Zheng, W. (2020). Temporal evolution characteristics of PM2.5 concentration based on continuous wavelet transform. Science of the Total Environment, 699, 134244. https://doi.org/10.1016/j.scitotenv.2019.134244

4. Chu, J., Dong, Y., Han, X., Xie, J., Xu, X., & Xie, G. (2021). Short-term prediction of urban PM2.5 based on a hybrid modified variational mode decomposition and support vector regression model. Environmental Science and Pollution Research, 28(1), 56–72. https://doi.org/10.1007/s11356-020-11065-8

5. Cusworth, D. H., Mickley, L. J., Sulprizio, M. P., Liu, T., Marlier, M. E., DeFries, R. S., Guttikunda, S. K., & Gupta, P. (2018). Quantifying the influence of agricultural fires in northwest India on urban air pollution in Delhi, India. Environmental Research Letters, 13(4), 044018. https://doi.org/10.1088/1748-9326/aab303

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