Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering

Rui Yan; Jiaqiang Liao; Jie Yang; Wei Sun; Mingyue Nong; Feipeng Li

doi:10.1016/j.eswa.2020.114513

Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering

Rui Yan(Sun Yat-sen University), Jiaqiang Liao(Chinese Academy of Sciences), Jie Yang(Chinese Academy of Sciences), Wei Sun(Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)), Mingyue Nong(Sun Yat-sen University), Feipeng Li(Sun Yat-sen University)

Expert Systems with Applications

December 24, 2020

10.1016/j.eswa.2020.114513

Cited by 441

Abstract

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