Covalent organic frameworks (COFs) hold promise for solar-driven steam generation (SSG) due to their structural richness and flexibility. However, the application of certain COFs is limited by their light-harvesting capacity and solar-thermal conversion efficiency due to energy loss from charge radiative relaxation. A donor–acceptor system (COF@CNT) exhibiting 97 % light absorption efficiency across 250–2500 nm was synthesized to address these issues. The synergistic effect of enhanced charge transfer and suppressed radiative relaxation in the COF@CNT material significantly improved its solar-thermal conversion efficiency, achieving a temperature increase of approximately 70 °C under 1 sun illumination. Furthermore, the scalable COF@CNT/PAN (CCP) fiber membrane, combined with a gable roof-shaped support referred to as MGR, achieved an evaporation rate of 1.78 kg m−2h−1 and an energy efficiency of 98 % in 10 wt% saline water. Facilitated by ultrafast water transport and Marangoni flow, the MGR evaporator effectively rejected salt and maintained stable performance over 14 days in 10 wt% salt solution, producing water that met the quality standards for plant growth. This study introduces an in situ chemical synthesis method for developing advanced photothermal evaporation materials, offering significant potential for efficient seawater desalination and self-sufficient marine aquaculture systems.
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