“…The development of single-atom catalysts (SACs) by dispersing metals onto selected supports, such as zeolites, MOFs, COFs, carbon carriers, oxides, and carbon-nitride, has seen a recent surge in designing efficient heterogeneous catalysts. − This strategy undoubtedly enhances the use of isolated dispersed metal atoms, providing more active sites compared to the corresponding metal clusters and nanoparticle forms. , Practically, it has been proven that, relative to the use of the basic support materials, SACs can enhance the catalytic reactivity and selectivity in specific reactions. − Furthermore, exploiting the advances in X-ray absorption near edge structure (XANES), , extended X-ray absorption fine structure (EXAFS), and solid-state nuclear magnetic resonance (NMR), − a complete picture of the heterogeneous catalytic processes can be provided in some cases. , While metals such as Fe, Ni, Ru, and Pt have been extensively investigated as SACs, other 3d transition metals (from Sc to Mn) have been less explored due to their lower reactivity, even though they are less toxic and expensive. − …”