• • In-situ remediation technologies offer lower costs and minimal disturbance compared to ex-situ methods, making them a priority for sustainable sediment management.
• • Heavy metal contamination, particularly Cd and Hg, is prevalent in Chinese river and lake sediments, necessitating targeted remediation strategies.
• • Combined in-situ technologies, integrating physical, chemical, and biological approaches, demonstrate enhanced efficiency and are a key research direction.
• • Future development requires interdisciplinary integration and material innovations to overcome scalability and long-term effectiveness challenges.
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