In response to resource limitations, researchers are exploring alternative catalysts such as base metals (e.g., iron, nickel, and copper), metal-organic frameworks (MOFs), and heterogeneous catalysts. These alternatives can offer similar catalytic properties while being more abundant and cost-effective.