Nowadays millions of oil tons are spilled into the environment causing important damage. Therefore, the development of new technologies and materials are needed to remediate this problem. In this study, hydroxyethyl cellulose alumina-based aerogels are synthesized by an environmentally friendly freeze-drying process to be used as sorbents for oil spills. It is demonstrated that the oil retention coefficient depends on the viscosity of the oil and the amount of hydroxyethyl cellulose contained in the aerogel, being 10% the optimal proportion. The aerogel synthetized with this content of hydroxyethyl cellulose displays the most favourable physicochemical and morphological properties to retain different oil spills, achieving 5.5 times its weight in comparison to its dry state. In addition, reusability experiments washing the aerogel with acetone or ethanol after the oil retention are carried out. Results show an improvement after a long washing of the sorbent with acetone, resulting in an oil weight gain of 38.7%.