In this study, the magnetic based nanoparticle (NP) of Fe 2 O 3 @glutamine (C 5 H 10 N 2 O 3 ) was synthesized to improve the Fe 2 O 3 properties in absorbing carbon dioxide (CO 2 ) using the base uid of hydrous N-Methyl-2-pyrrolidone (NMP) solution (50wt.%), as a physically powerful CO 2 absorbent. To do this, several nano-NMP solutions, in different weight percentages of NPs were rst prepared. Then, in a batch setup, the nano-NMP solutions were directly exposed to CO 2 gaseous (at the pressures of 20, 30, and 40 bar) to clarify the effects of the mass percentage of NPs and initial pressure on CO 2 absorption. Results clearly illustrated that Fe 2 O 3 nano uid was not stable more than 0.025 wt.%. However, Fe 2 O 3 @glutamine nano uid was stable approximately two times more than Fe 2 O 3 nano uid due to the presence of glutamine as a hydrophilic agent in the structure of Fe 2 O 3 @glutamine. Moreover, in comparison to the base uid (NMP solution), although Fe 2 O 3 increased CO 2 absorption up to 9.14%, Fe 2 O 3 @glutamine NPs caused the CO 2 absorption to increase up to 19.41%, which can be determined as the chemical reactions of two amino groups in the glutamine structure with CO 2 and also higher Stability of Fe 2 O 3 @glutamine NPs compared to bare Fe 2 O 3 NPs.