1. Gupta S, Modgil S, Kumar A, Sivarajah U, Irani Z. Artificial intelligence and cloud-based Collaborative Platforms for Managing Disaster, extreme weather and emergency operations. International Journal of Production Economics. 2022;254:108642. [DOI:10.1016/j.ijpe.2022.108642]

2. Haupt SE, Chapman W, Adams SV, Kirkwood C, Hosking JS, Robinson NH, et al. Towards implementing artificial intelligence post-processing in weather and climate: Proposed actions from the Oxford 2019 workshop. Philosophical Transactions of the Royal Society A. 2021: 379(2194):20200091. [DOI:10.1098/rsta.2020.0091]

3. Kankanamge N, Yigitcanlar T, Goonetilleke A. Public perceptions on artificial intelligence driven disaster management: Evidence from Sydney, Melbourne and Brisbane. Telematics and Informatics. 2021;65:101729. [DOI:10.1016/j.tele.2021.101729]

4. Fan C, Zhang C, Yahja A, Mostafavi A. Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management. International journal of information management. 2021;56:102049. [DOI:10.1016/j.ijinfomgt.2019.102049]

5. Wei Z. Forecasting wind waves in the US Atlantic Coast using an artificial neural network model: Towards an AI-based storm forecast system. Ocean Engineering. 2021;237:109646. [DOI:10.1016/j.oceaneng.2021.109646]

6. Pérez Tárraga J, Castillo-Cara M, Arias-Antúnez E, Dujovne D. Frost forecasting through machine learning algorithms. Earth Science Informatics. 2025;18(2):183. [DOI:10.1007/s12145-025-01710-6]

7. Barooni M, Ziarati K, Barooni A, editors. Frost Prediction Using Machine Learning Methods in Fars Province. 2023 28th International Computer Conference, Computer Society of Iran (CSICC); 2023: IEEE. [DOI:10.1109/CSICC58665.2023.10105391]

8. Mu M, Qin B, Dai G. Predictability study of weather and climate events related to artificial intelligence models. Advances in Atmospheric Sciences. 2025;42(1):1-8. [DOI:10.1007/s00376-024-4372-7]

9. Waqas M, Humphries UW, Chueasa B, Wangwongchai A. Artificial Intelligence and Numerical Weather Prediction Models: A Technical Survey. Natural Hazards Research. 2024. [DOI:10.1016/j.nhres.2024.11.004]

10. Ling F, Ouyang L, Larbi BR, Luo J-J, Han T, Zhong X, et al. Is artificial intelligence providing the second revolution for weather forecasting. arXiv preprint arXiv:240116669. 2024.