This underestimation is caused by the following reasons: First, the fact that visible light can hardly penetrate the dense tree-crowns makes it difficult to detect the flooded areas under trees. Second, the shadows of tall buildings can change the spectral signature of the flooded areas, which in turn accounts for the underestimation