Coastal ecosystems specifically mangrove trees safeguard coastal regions against natural disasters like erosion floods and tsunamis Numerical simulations employing the Shallow Water Equation SWE encompassing mass and momentum conservation equations are used to comprehend how mangroves attenuate wave energy The SWE incorporates Mannings friction term which is directly influenced by mangrove forests However the SWEs complexity and sensitivity to initia

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