The document describes the development of a root-targeted delivery vehicle (RTDV) using an ionically crosslinked carboxymethyl cellulose (CMC) hydrogel matrix to improve the efficiency of fertilizer use in agriculture. Growing wheat in nutrient-depleted soil showed that the RTDV allows a 78% reduction in the amount of fertilizer needed to achieve similar plant yields. Optimizing the RTDV manufacturing could potentially increase fertilizer use efficiency to 94%. The RTDV is designed to deliver fertilizer to plant roots over the course of the plant's growth cycle in order to minimize fertilizer losses and maximize absorption.