Eugene MN, Sunday-Piaro T. Bio-stimulation with Fresh Avocado Seed for crude oil Remediation with a Bio-kinetic Modelling. Direct Res. J. Eng. Inform. Tech. 2026;14(2):137-142. doi:10.4314/drjeit.v14i2.2