Proceedings of the International scientific and practical conference ―Science, Technology and Culture in the Era of Globalization‖ (December 24-26, 2025) / Publisher website: www.naukainfo.com. – Geneva, Switzerland, 2026. – 234 p.

50 4. Apel H., Thieken A.H., Merz B., Blöschl G. Flood risk assessment and management: contributions from past research and future needs. Natural Hazards and Earth System Sciences, 2009, 9, 97–104. 5. Petrucci O., Alfieri L., Salamon P., Bianchi A., Thielen J. Ensemble-based flood forecasting and early warning: a review. Journal of Hydrology, 2020, 587, 124– 134. 6. Samuels P., Huntington S., Allsop W., Saul A. Flood risk management: research and practice. Philosophical Transactions of the Royal Society A, 2009, 367, 2079–2094. 7. Wang, F., & Feng, X. (2025). Flood change detection model based on an improved U‑Net network and multi‑head attention mechanism. Scientific Reports, 15, 3295. This paper proposes a U‑Net AI model for detecting flood changes in satellite imagery. 8. Fernández‑Nóvoa, D., González‑Cao, J., & García‑Feal, O. (2024). Enhancing flood risk management: comprehensive review on flood early warning systems with emphasis on numerical modeling. Water, 16(10), 1408. A systematic review focusing on numerical simulation and early warning system design.

RkJQdWJsaXNoZXIy MTAxMzIwNA==