“…With the extensive consumption of non-renewable fossil resources, lignocellulose has received widespread attention due to its accessibility and lower price. 1,2 Cellulose, one of the three main components of lignocellulose, can be converted into many bio-based platform compounds such as lactic acid, 3 sorbitol, 4 5-hydroxymethylfurfural (HMF), 5,6 and levulinic acid (ester). 7–9 Among them, levulinic acid (ester), a significant chemical compound due to the existence of both ketone carbonyl and carboxyl groups, has extensive applications in fuel enhancers, insecticides, flavor and fragrance enhancers, polyacrylates, and various other industrial sectors.…”