As release formulations, superabsorbent polymers have attracted considerable attentions to reduce herbicide leaching and mitigate contamination. For this purpose, this study dealt with preparation, characterization, and performance test of a novel amphoteric superabsorbent polymer in adsorption and release of 2, 4-Dichlorophenoxyacetic acid (2, 4-D) herbicide. LW-g-p(AA-co-DMDAAC) was successfully synthesized by using leather waste (LW) as raw material and acrylic acid (AA), and dimethyldiallylammonium chloride (DMDAAC) as monomers. Then, the resulting LW-g-p(AA-co-DMDAAC) was characterized before and after 2, 4-D sorption by scanning electron microscopy (SEM) and thermogravimetric analysis (TGA). In addition, LW-g-p(AA-co-DMDAAC) with great equilibrium swelling capacity of 3203 g/g in distilled water, 181 g/g in 0.9 wt % NaCl exhibited excellent performance of swelling. Two absorption peaks appeared at pH = 4 and 7 solely when swelling occurred, and the swelling behavior in pH = 7 satisfied the pseudo first-order kinetic equation. Moreover, the sorbed 2, 4-D reached at 68 mg/g and showed sustained release cycle of 45 days under acidic or alkaline conditions. Therefore, the sustained release pattern of 2, 4-D as well as water absorbency made LW-g-p (AA-co-DMDAAC) suitable and potential candidate for controlling the release of herbicides to improve utilization and reduce environmental pollution.