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integrate data from multiple sources—including tipping bucket rain gauges, weather radar, and satellites—using robust coding and data science techniques. A comprehensive quality control framework will be
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(PBs) offer a promising alternative, reducing wave energy through dissipation and controlled overtopping, potentially mitigating flood risk while minimising environmental impact (Nimma & Srineash 2025
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regarded as being cyber-physical systems, as they are controlled by digital networks and depend upon software and digital communication systems. The reliance on cyber-physical components is growing as
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