Global Temperature Prediction Models Based on ARIMA and LSTM

Author:

Yu Yue,Xie Yi,Tao Zui,Ju Hongmei,Wang Meiling

Publisher

Springer Nature Singapore

Reference17 articles.

1. Zhang, G.Q., Li, P.F., Huang, L., Wu, Y.F.: Time series analysis and prediction of global average temperature in the next 50 years. Gansu Sci. Technol. 17, 72–74 (2008). (in Chinese)

2. Ni, S.N., Tang, B., Cai, J.H.: Global annual mean temperature prediction based on combined GM-ARMA Model. China New Technology and New Products. 12, 9–10 (2008). (in Chinese)

3. Zhu, L.Y., Li, Q.Q.: Global warming: temperature prediction based on ARIMA. In Proceedings of the 2023 7th International Conference on Innovation in Artificial Intelligence, pp. 121–128(2023)

4. Zhang, G.P.: Time Series Forecasting Using A Hybrid ARIMA and Neural Network Model. Neurocomputing. 50, 159–175 (2003). (in Chinese)

5. Xue, Y.F., Yang, C.M.: Global temperature change and its trend prediction in the last century. Sichuan Meteorology. 03, 16–19 (2006). (in Chinese)

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