Passive daytime radiative cooling (PDRC) provides an energy-free strategy for building thermal management and mitigating global warming, yet coatings that simultaneously deliver high optical performance, environmental durability, and scalable processability remain elusive. Here, we report a scalable hierarchically porous–dense bilayer PDRC architecture featuring a novel hierarchically porous top layer integrated onto a dense polymeric bottom layer. The dense bottom layer ensures strong substrate adhesion, structural protection, and high visible–near-infrared reflectance, while the graded porous top layer resolves the long-standing adhesion–reflectance trade-off inherent to conventional porous and dense coatings. Specifically, a highly porous upper region enables efficient ultraviolet reflection and superhydrophobic self-cleaning, whereas a denser lower region ensures robust interfacial bonding. Benefiting from this unique design, the optimized coating achieves an average solar reflectance of 93.5%, an average sub-ambient cooling of −2.24 °C under direct sunlight, and excellent optical stability, retaining 99% of its initial reflectance after five months of outdoor exposure. This work demonstrates that a rationally designed hierarchically porous top layer can effectively bridge high radiative cooling efficiency with the durability requirements of architectural coatings, providing a practical and scalable pathway toward low-carbon building cooling.
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