Floods are natural disasters characterized by an overflow of water onto normally dry land, often resulting from heavy rainfall, rapid snowmelt, or the failure of water management systems. These events pose significant challenges to urban sustainability as they can lead to loss of life, damage to infrastructure, and long-term economic repercussions. Understanding floods is essential for developing effective mitigation strategies to enhance resilience in urban areas and ensure sustainable development.