The role of artificial intelligence for early warning systems: Status ...
...Drawing on a systematic literature review, this paper presents, first, the results on the patterns of use of AI methods in existing early warning research, and the findings of the role of AI across the four pillars of EWS....
https://www.sciencedirect.com/science/article/pii/S2589004225019509
The role of artificial intelligence for early warning systems: Status ...
...We conducted a systematic literature review to gather descriptive statistics on the use of AI for early warning systems (EWS) and synthesised its role across the four pillars of EW4ALL using the pool of papers....
https://www.cell.com/iscience/fulltext/S2589-0042(25)01950-9
Designing early warning systems for detecting systemic risk: A case ...
...Artificial intelligence (AI) promises to revolutionize systemic risk detection. Smarter, more integrated approaches are needed to make AI tools work in sync. Principles for designing competent AI-based Early Warning Systems are presented....
https://www.sciencedirect.com/science/article/pii/S0016328721001919
(PDF) AI-Driven Disaster Prediction and Early Warning Systems: A ...
...AI-driven predictive analytics models have enabled early warning systems for earthquakes, floods, and wildfires, facilitating proactive disaster preparedness and risk mitigation....
https://www.researchgate.net/publication/394419266_AI-Driven_Disaster_Prediction_and_Early_Warning_Systems_A_Systematic_Literature_Review
Chapter 1 AI-based Approach in Early Warning Systems: Focus on ...
...Climate change and natural disasters are recognized as worldwide challenges requiring complex and efficient ecosystems to deal with social, economical and environmental effects. This chapter advocates a holistic approach, distinguishing preparedness, emergency responses and post-crisis phases....
https://arxiv.org/html/2506.18926v1
A Component-Based Approach to Early Warning Systems: A ... - MDPI
...This paper includes a thorough review of the available scientific literature on early warning systems, natural hazards, and their underlying causes. It identifies both primary and secondary causes of selected natural hazards, along with their manifestations....
https://www.mdpi.com/2076-3417/15/6/3218
Developing real-time IoT-based public safety alert and emergency ...
...This paper presents the design and evaluation of a real-time IoT-based emergency response and public safety alert system tailored for rapid detection, classification, and dissemination of......
https://www.nature.com/articles/s41598-025-13465-7