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. 2024 Sep 19;10(18):e38136. doi: 10.1016/j.heliyon.2024.e38136

Table 6.

Non-linear isotherm parameters for the adsorption of Pb(II) onto the natural and modified clay adsorbents.

Model Parameter Adsorbent
Bentonite Organobentonite Kaolin Organokaolin
Langmuir
KL (L/mg) 0.2743 1.0247 0.4149 0.4447
qm (mg/g) 14.713 18.752 4.1907 2.2591
R2 0.9965 0.9072 0.9659 0.9875
RMSE 0.4377 2.485 0.4078 0.1172
χ2 0.0479 1.544 0.0554 0.0046
Freundlich
KF(mg(1-1/n)11/n/g) 3.770 7.380 1.3980 0.8432
n 1.90 2.82 2.61 3.07
R2 0.9926 0.9913 0.9531 0.9705
RMSE 0.6325 0.7632 0.4781 0.1799
χ2 0.1000 0.1456 0.0762 0.0108
Dubinin-Radushkevich(D-R)
qm 10.139 11.719 3.244 1.8885
β (mol2kJ2) 0.07561 0.05472 0.9426 0.20604
E (kJ/mol) 4.775 67.61 3.128 3.395
R2 0.9462 0.9576 0.7483 0.9040
RMSE 30.711 17.979 10.750 3.028
χ2 0.9466 0.3242 0.1159 0.0092