As global freshwater resources are increasingly depleted, solar-driven interfacial evaporation (SDIE), with its advantages of zero carbon and low-cost water production, is becoming a new focus in alleviating the water crisis. Carbon materials, with full-spectrum absorption, tunable porosity, cheap biomass origin, biocompatibility and easy functionalization, outperform costly narrow-band metals/semiconductors and set the indispensable benchmark for scalable green SDIE. This review systematically summarizes recent advances in carbon materials for SDIE, analyzing progress from both material dimensions and application scenarios. The article expounds the basic working mechanism of SDIE, analyzes the key factors for achieving efficient photothermal conversion, including broadband absorption, thermal localization management and water transport optimization. Furthermore, the review highlights that the SDIE technology has expanded from seawater desalination to multiple scenarios such as cogeneration of hydropower, wastewater treatment, oil-water separation, photothermal catalytic hydrogen production, and lithium extraction from seawater, demonstrating the potential of carbon materials in integrated resource-energy-environment management. In the future, this technology needs to focus on atomic-level material regulation, intelligent system design, multi-technology coupling and full life cycle assessment to promote its transition from the laboratory to large-scale application.
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