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Hyperspectral imagery enhances flood detection and disaster response efforts. By applying change detection algorithms to compare baseline historical imagery—containing identified permanent and seasonal water bodies—with data collected during or after a flooding event, hyperspectral analysis can accurately map inundated areas. Additionally, it can detect and map debris deposits, providing valuable insights to support cleanup operations and mitigation planning.