This paper systematically examines the spatial pattern of coupling coordination between intelligent and green industries in the Yellow River Basin from the perspective of “spatial scale”. First, at multiple functional regional scales—including metropolitan areas, metropolitan circles, and urban agglomerations—the differentiated spatial structures and the dynamic evolution of “polarization-diffusion” are analyzed. Second, at the overall basin scale, the characteristics of spatial agglomeration an