Hybrid deep learning approach for multi-step-ahead prediction for daily maximum temperature and heatwaves
Author:
Funder
Department of Science and Technology, Climate Change Programme (SPLICE), Government of India
Publisher
Springer Science and Business Media LLC
Subject
Atmospheric Science
Link
https://link.springer.com/content/pdf/10.1007/s00704-022-04103-7.pdf
Reference59 articles.
1. Abdel-Aal RE (2004) Hourly temperature forecasting using abductive networks. Eng Appl Artif Intell 17:543–556. https://doi.org/10.1016/j.engappai.2004.04.002
2. Bechini L, Bocchi S, Maggiore T, Confalonieri R (2006) Parameterization of a crop growth and development simulation model at sub-model components level. An example for winter wheat (Triticum aestivum L.). Environ Model Softw 21:1042–1054. https://doi.org/10.1016/j.envsoft.2005.05.006
3. Bhagwat PP, Maity R (2014) Discussion of “hydroclimatic stream flow prediction using least square-support vector regression.” ISH J Hydraul Eng 20:274–275. https://doi.org/10.1080/09715010.2014.881082
4. Cai Y, Zheng W, Zhang X, Zhangzhong L, Xue X (2019) Research on soil moisture prediction model based on deep learning. PLoS ONE 14:1–19. https://doi.org/10.1371/journal.pone.0214508
5. Chattopadhyay A, Nabizadeh E, Hassanzadeh P (2020) Analog forecasting of extreme-causing weather patterns using deep learning. J Adv Model Earth Syst 12:e2019MS001958. https://doi.org/10.1029/2019MS001958
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