The increasingly severe concerns about energy shortage and environmental pollution pose great challenges to the sustainable development of the global ecosystem and to human welfare. In search of solutions, during the past decade, nanostructure‐based catalysis has emerged as a major approach that can provide efficient energy utilization, conversion, and storage, as well as environmental remediation and cleaning. Specifically, one‐dimensional (1D) nanostructures, usually in the form of nanorods, nanotubes, and nanowires, have drawn great attention in catalysis owing to their superior properties relative to other nanostructured counterparts. The fast development of synthetic methods for producing 1D nanostructured materials has greatly contributed to the successful discovery and rational design of various energy and environmentally relevant catalysts with high activity, selectivity, and stability. For instance, in 1D heterostructured catalysts, the populated active sites due to their high surface‐to‐volume ratios and tailored synergistic effects between dissimilar nanostructured components lead to significant enhancement of catalytic performance. Moreover, the generation of three‐dimensional (3D) assemblies of 1D nanostructures makes 1D nanocatalysis a promising technology platform for various cost‐effective and sustainable industrial applications. In this article, we systematically introduce the latest progress on the synthesis of 1D nanostructured catalysts and their applications for air pollutant removal, photocatalytic water treatment and splitting, and electrocatalysis for energy conversion and storage. The nanostructures described here often rely critically on compounds of the lightest metals as supporting materials, either as pure oxides (i.e., alumina) or as mixed metal species.