{"id":670096,"date":"2026-09-03T08:14:37","date_gmt":"2026-09-03T08:14:37","guid":{"rendered":"https:\/\/www.europesays.com\/ie\/670096\/"},"modified":"2026-09-03T08:14:37","modified_gmt":"2026-09-03T08:14:37","slug":"development-of-biochar-based-magnetic-adsorbent-for-enhanced-pbii-ions-removal","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ie\/670096\/","title":{"rendered":"Development of biochar-based magnetic adsorbent for enhanced Pb(II) ions removal"},"content":{"rendered":"<p>Structural characterizationX-rays diffraction (XRD)<\/p>\n<p>XRD investigation shows the crystal structure and phase purity of the samples under investigation. Figure <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a> presents XRD patterns with all indexed peaks of (NCCF) and NCCF\/BC composites corresponding to ICDD (01-083-6066) of Ni0.5Co0.5Fe2O4. The compounds had maximum peaks intensity at (311) and strong diffraction peaks at (111), (220), (222), (422), (511), and (440) which matched with the reflections of the face-centered cubic (FCC) single phase spinel structure with the Fd-3\u00a0m space group. It implies that the prepared samples are in a single phase free of contaminants.<\/p>\n<p><b id=\"Fig1\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 1<\/b><img decoding=\"async\" aria-describedby=\"figure-1-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig1_HTML.png\" alt=\"Fig. 1\" loading=\"lazy\" width=\"534\" height=\"450\"\/><\/p>\n<p>X-ray diffraction patterns for (NCCF) and NCCF\/BC composites.<\/p>\n<p>The peak positions are matched to ICDD Card (01-083-6066) of Ni0.5Co0.5Fe2O4<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 33\" title=\"Babu, K. V., Kumar, G. S., Jalaiah, K. &amp; Shibeshi, P. T. Effects of copper substitution on the microstructural, electrical and magnetic properties of Ni0. 7Co0. 3-xCuxFe2O4 ferrites. J. Phys. Chem. Solids. 118, 172&#x2013;185 (2018).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR33\" id=\"ref-link-section-d110072624e656\" rel=\"nofollow noopener\" target=\"_blank\">33<\/a>. The NCCF\/BC composites pattern resembles a hybrid of the (NCCF) and biochar patterns, with humping between 10\u00b0 and 20\u00b0, which is attributed to the amorphous structure of the biochar<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 34\" title=\"Santhosh, C. et al. Synthesis and characterization of magnetic biochar adsorbents for the removal of Cr (VI) and Acid orange 7 dye from aqueous solution. Environ. Sci. Pollut. Res. 27, 32874&#x2013;32887 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR34\" id=\"ref-link-section-d110072624e660\" rel=\"nofollow noopener\" target=\"_blank\">34<\/a>. The diffraction peaks of NCCF\/BC composites are identical to those of the as-prepared NCCF, showing that the adding biochar does not promote phase transition. Table\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Tab1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a> shows XRD structure parameters such as average crystallite size (D), lattice parameter (a), volume of unit cell (V), dislocation density (\u03b4), and The Lattice strain (\u025b) for produced samples.<\/p>\n<p>The interplanar spacing (d) was calculated according to Bragg\u2019s equation<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 35\" title=\"Devsharma, S. C. et al. Elucidation of structurlectromagnetic, and optical properties of Cu&#x2013;Mg ferrite nanoparticles, Heliyon, 10 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR35\" id=\"ref-link-section-d110072624e671\" rel=\"nofollow noopener\" target=\"_blank\">35<\/a>:<\/p>\n<p>$$\\:n\\lambda\\:=2d\\text{si}\\text{n} \\theta $$<\/p>\n<p>\n                    (1)\n                <\/p>\n<p>The lattice parameter of the cubic spinel structure was evaluated using the relation<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 35\" title=\"Devsharma, S. C. et al. Elucidation of structurlectromagnetic, and optical properties of Cu&#x2013;Mg ferrite nanoparticles, Heliyon, 10 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR35\" id=\"ref-link-section-d110072624e686\" rel=\"nofollow noopener\" target=\"_blank\">35<\/a>:<\/p>\n<p>$$\\:a=d\\sqrt{{h}^{2}+{k}^{2}{+l}^{2}}$$<\/p>\n<p>\n                    (2)\n                <\/p>\n<p>where (hkl) represent the Miller indices of the corresponding diffraction plane.<\/p>\n<p>The average crystallite size (D) was estimated from the most intense diffraction peak using the Debye\u2013Scherrer equation<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 36\" title=\"Ateia, E. E., Elsayed, K. &amp; El-Nashar, D. Tuning the properties of NBR\/BaFe11. 5Co0. 5O19: a road toward diverse applications. Appl. Phys. A. 129, 118 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR36\" id=\"ref-link-section-d110072624e703\" rel=\"nofollow noopener\" target=\"_blank\">36<\/a>:<\/p>\n<p>$$\\:\\text{D}=\\frac{\\text{k}}{{{\\upbeta\\:}}_{\\text{h}\\text{k}\\text{l}}\\text{cos}}$$<\/p>\n<p>\n                    (3)\n                <\/p>\n<p>where k is the shape factor (0.94 for cubic symmetry), \u03bb is the wavelength of the Cu K\u03b1 radiation (0.15406\u00a0nm), \u03b2 is the full width at half maximum (FWHM) of the diffraction peak expressed in radians, and \u03b8 is the Bragg diffraction angle.<\/p>\n<p>The dislocation density (\u03b4), which indicates the amount of crystallographic imperfections within the material, was determined using<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 37\" title=\"Ateia, E. E., Elsayed, K. &amp; Ramadan, R. Tuning the properties of Ba-M hexaferrite BaFe11. 5Co0. 5O19: a road towards diverse applications. J. Inorg. Organomet. Polym Mater. 32, 2502&#x2013;2512 (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR37\" id=\"ref-link-section-d110072624e720\" rel=\"nofollow noopener\" target=\"_blank\">37<\/a>:<\/p>\n<p>$$\\:{\\updelta\\:}=\\frac{1}{{D}^{2}}$$<\/p>\n<p>\n                    (4)\n                <\/p>\n<p>Furthermore, the lattice strain (\u03b5) arising from structural distortions such as dislocations and stacking faults was calculated using<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 38\" title=\"Jyoti, A. S. et al. Investigation of the structural, electrical and magnetic properties of vanadium substituted Mn&#x2013;Zn ferrites. Discover Mater. 3, 20 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR38\" id=\"ref-link-section-d110072624e734\" rel=\"nofollow noopener\" target=\"_blank\">38<\/a>:<\/p>\n<p>$$\\:{\\upvarepsilon\\:}=\\frac{{\\upbeta\\:}}{4\\text{tan}}$$<\/p>\n<p>\n                    (5)\n                <\/p>\n<p><b id=\"Tab1\" data-test=\"table-caption\">Table 1 The XRD structure parameters: average crystallite size (D), lattice parameter (a), volume of unit cell (V), dislocation density (\u03b4), and lattice strain for NCCF and NCCF\/BC composites.<\/b><\/p>\n<p>Through structural analysis it is confirmed that biochar does not have major impact either on the crystallographic structure of NCCF ferrite as NCCF maintains cubic spinel phase with minor variations in terms of crystallite size (~\u200919\u00a0nm), lattice parameter and unit cell volume. On the other hand, as the biochar concentration increases, A significant decrease in lattice strain suggests reduced internal tensions and better structural ordering. The small variation in dislocation density indicates that biochar mostly forms defects which alter the properties from their normal behavior, rather than modifying crystal structure.<\/p>\n<p>Crystallite size and microstrain both contribute to XRD peak broadening. To investigate the peak broadening in the XRD pattern, the crystallite size and microstrain are measured using two well-known models: the Williamson-Hall (W-H) plot and the Size-Strain Plot (SSP) method. The W-H method divides peak broadening into size and strain contributions using the following equation<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 39\" title=\"Nizam, T., Joseph, A. &amp; Krishnan, R. R. Sol-gel derived bismuth-doped nickel ferrite: A promising adsorbent to tackle Cr (VI) pollution&#x2013;Insights into the thermodynamics, kinetics, and isotherms. J. Alloys Compd. 1021, 179413 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR39\" id=\"ref-link-section-d110072624e934\" rel=\"nofollow noopener\" target=\"_blank\">39<\/a>:<\/p>\n<p>$$ \\beta {\\text{cos}}\\theta {\\text{ }} = {\\text{ }}\\left( {{\\text{k}}\\lambda \/{\\text{D}}} \\right){\\text{ }} + {\\text{ 4}}\\varepsilon {\\text{ sin}}\\theta $$<\/p>\n<p>\n                    (6)\n                <\/p>\n<p>In contrast, the SSP model assumes Gaussian strain broadening and Lorentzian size broadening, which are expressed as:<\/p>\n<p>$$ \\left( {{\\text{d}}_{{{\\text{hkl}}}} \\beta _{{{\\text{hkl}}}} {\\text{cos}}\\theta } \\right)^{{\\text{2}}} = {\\text{ }}\\left( {{\\text{k}}\\lambda \/{\\text{D}}} \\right){\\text{.d}}_{{{\\text{hkl}}}} ^{{\\text{2}}} {\\text{ }}\\beta _{{{\\text{hkl}}}} {\\text{cos}}\\theta {\\text{ }} + {\\text{ }}\\varepsilon ^{2} \/4 $$<\/p>\n<p>\n                    (7)\n                <\/p>\n<p><b id=\"Fig2\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 2<\/b><img decoding=\"async\" aria-describedby=\"figure-2-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig2_HTML.png\" alt=\"Fig. 2\" loading=\"lazy\" width=\"452\" height=\"283\"\/><\/p>\n<p>Size-strain plot (SSP) plot for NCCF and NCCF\/BC composites.<\/p>\n<p><b id=\"Tab2\" data-test=\"table-caption\">Table 2 Crystallite size and microstrain of NCCF and NCCF\/BC composites by the size-strain plot (SSP) method.<\/b><\/p>\n<p>From Table\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Tab2\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>, SSP results showed larger crystallite sizes (19.05\u201327.32\u00a0nm) and more pronounced positive strain (5.9\u20137.6\u2009\u00d7\u200910\u207b\u00b3). The SSP analysis demonstrates high accuracy compared to the Williamson\u2013Hall method, with R\u00b2 values nearly equal to one, as shown in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig2\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>. However, the linearity observed from the Williamson-Hall plots was not good enough to allow extraction of any quantifiable crystallite size or micro-strain data. Williamson-Hall technique was kept only for the purpose of comparison with the SSP technique. The W-H analysis showed poor linearity implying that the required assumptions are not completely met in case of synthesized nanoparticles. The W-H analysis requires the assumption that the broadening of the peaks is attributed to the combined effects of the crystallite size and isotropic lattice strain<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 40\" title=\"Williamson, G. &amp; Hall, W. X-ray line broadening from filed aluminium and wolfram. Acta Metall. 1, 22&#x2013;31 (1953).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR40\" id=\"ref-link-section-d110072624e1102\" rel=\"nofollow noopener\" target=\"_blank\">40<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 41\" title=\"Madansure, Y. et al. X-ray diffraction analysis by Williamson-Hall, strain-size, Halder-Wagner, and Nelson&#x2013;Riley methods, and its co-relationship with elastic and magnetic properties of Ce3&#x2009;+&#x2009;substituted Fe-rich cobalt ferrite. J. Mater. Sci.: Mater. Electron. 37, 706 (2026).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR41\" id=\"ref-link-section-d110072624e1105\" rel=\"nofollow noopener\" target=\"_blank\">41<\/a>. On the other hand, spinel ferrites generally show anisotropic strain because of the cationic rearrangement, lattice imperfections, and structure distortion violating the required assumption of the W-H analysis. On the other hand, the Size-Strain Plot (SSP) method offered a better linear relationship since it gives greater weight to low-angle reflections, thus resulting in reliable estimation of crystallite size and strain in ferrite nanoparticles<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 41\" title=\"Madansure, Y. et al. X-ray diffraction analysis by Williamson-Hall, strain-size, Halder-Wagner, and Nelson&#x2013;Riley methods, and its co-relationship with elastic and magnetic properties of Ce3&#x2009;+&#x2009;substituted Fe-rich cobalt ferrite. J. Mater. Sci.: Mater. Electron. 37, 706 (2026).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR41\" id=\"ref-link-section-d110072624e1109\" rel=\"nofollow noopener\" target=\"_blank\">41<\/a>.<\/p>\n<p>The SSP approach is generally regarded as more accurate when the lattice strain is relatively low, as it reduces the overestimation of size broadening and provides a better separation between size and strain contributions<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 39\" title=\"Nizam, T., Joseph, A. &amp; Krishnan, R. R. Sol-gel derived bismuth-doped nickel ferrite: A promising adsorbent to tackle Cr (VI) pollution&#x2013;Insights into the thermodynamics, kinetics, and isotherms. J. Alloys Compd. 1021, 179413 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR39\" id=\"ref-link-section-d110072624e1116\" rel=\"nofollow noopener\" target=\"_blank\">39<\/a>. Therefore, the measured crystallite size and microstrain values obtained in the present study are based on the SSP only. The increase in crystallite size upon biochar incorporation, particularly at higher loading (0.5\u00a0g), suggests that biochar may facilitate crystal growth and partially relieve internal stresses.<\/p>\n<p>Fourier transform infrared (FT-IR)<\/p>\n<p>FT-IR analysis further supported the spinel phase formation by revealing the presence of prominent absorption bands in the low-frequency region, specifically around <b>600\u00a0cm<\/b><b>-1<\/b> and <b>450\u00a0cm<\/b><b>-1<\/b>. The bands observed in this study correspond to the intrinsic stretching vibrations of metal-oxygen bonds in the tetrahedral and octahedral complexes, respectively<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 42\" title=\"Li, A., Ge, W., Liu, L., Zhang, Y. &amp; Qiu, G. Synthesis and application of amine-functionalized MgFe2O4-biochar for the adsorption and immobilization of Cd (II) and Pb (II). Chem. Eng. J. 439, 135785 (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR42\" id=\"ref-link-section-d110072624e1140\" rel=\"nofollow noopener\" target=\"_blank\">42<\/a>, shown in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig3\" rel=\"nofollow noopener\" target=\"_blank\">3<\/a>. This confirms that the cubic spinel-type NCCF (Ni\u2080.\u2086Co\u2080.\u2081Cu\u2080.\u2083Fe\u2082O\u2084) had been effectively deposited on the biochar surface<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 43\" title=\"Srivastava, V., Sharma, Y. &amp; Sillanp&#xE4;&#xE4;, M. Application of nano-magnesso ferrite (n-MgFe2O4) for the removal of Co2&#x2009;+&#x2009;ions from synthetic wastewater: kinetic, equilibrium and thermodynamic studies. Appl. Surf. Sci. 338, 42&#x2013;54 (2015).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR43\" id=\"ref-link-section-d110072624e1148\" rel=\"nofollow noopener\" target=\"_blank\">43<\/a>.<\/p>\n<p><b id=\"Fig3\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 3<\/b><img decoding=\"async\" aria-describedby=\"figure-3-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig3_HTML.png\" alt=\"Fig. 3\" loading=\"lazy\" width=\"452\" height=\"283\"\/><\/p>\n<p>FT-IR of NCCF\/BC composites.<\/p>\n<p>Furthermore, the FT-IR measurements provided confirmation of the functional groups found on the surface of the composite materials. The stretching vibration of O-H (from hydroxyl groups or adsorbed moisture) was identified as the cause of the broad peak observed at around <b>3440\u00a0cm<\/b><b>-1<\/b>. The absorption band at approximately <b>1630\u00a0cm<\/b><b>-1<\/b> corresponds to the stretching vibrations of C\u2009=\u2009C bonds in the aromatic rings of the biochar framework<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 44\" title=\"Sun, Z., Li, J., Wang, X., Zhang, Y. &amp; Xia, S. MgFe2O4\/MgO modified biochar with oxygen vacancy and surface hydroxyl groups for enhanced peroxymonosulfate activation to remove sulfamethoxazole through singlet oxygen-dominated nonradical oxidation process. Chem. Eng. J. 477, 146960 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR44\" id=\"ref-link-section-d110072624e1186\" rel=\"nofollow noopener\" target=\"_blank\">44<\/a>. Additionally, the peaks near <b>1380\u00a0cm<\/b><b>-1<\/b> and <b>1050\u00a0cm<\/b><b>-1<\/b> are attributed to C-H bending and the stretching vibrations of oxygen-containing functional groups (such as carboxylic or alkoxy C-O groups) on the biochar, respectively<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 45\" title=\"Debnath, S. &amp; Das, R. Strong adsorption of CV dye by Ni ferrite nanoparticles for waste water purification: Fits well the pseudo second order kinetic and Freundlich isotherm model. Ceram. Int. 49, 16199&#x2013;16215 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR45\" id=\"ref-link-section-d110072624e1203\" rel=\"nofollow noopener\" target=\"_blank\">45<\/a>. The coexistence of these distinctive biochar peaks alongside the characteristic metal-oxygen bands provides strong evidence of the successful combination of NCCF with BC.<\/p>\n<p>Surface characterizationsBrunauer-Emmett-Teller (BET) surface area measurements<\/p>\n<p>The textural properties of the <b>NCCF and NCCF\/BC composites<\/b> were examined by nitrogen adsorption\u2013desorption measurements at 77\u00a0K, following degassing at 200\u00a0\u00b0C for 8\u00a0h. As illustrated in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig4\" rel=\"nofollow noopener\" target=\"_blank\">4<\/a>a\u2013c, the adsorption isotherms of all samples can be classified as Type IV according to the IUPAC classification<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 46\" title=\"Sing, K. S. W. Reporting physisorption data for gas\/solid systems with special reference to the determination of surface area and porosity (Recommendations 1984). Pure Appl. Chem. 57, 603&#x2013;619 (1985).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR46\" id=\"ref-link-section-d110072624e1229\" rel=\"nofollow noopener\" target=\"_blank\">46<\/a>, exhibiting a single-point saturation plateau and an H3-type hysteresis loop<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 47\" title=\"Guo, Z. et al. Synthesis of amino-functionalized biochar\/spinel ferrite magnetic composites for low-cost and efficient elimination of Ni (II) from wastewater. Sci. Total Environ. 722, 137822 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR47\" id=\"ref-link-section-d110072624e1233\" rel=\"nofollow noopener\" target=\"_blank\">47<\/a>.<\/p>\n<p><b id=\"Fig4\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 4<\/b><img decoding=\"async\" aria-describedby=\"figure-4-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig4_HTML.png\" alt=\"Fig. 4\" loading=\"lazy\" width=\"685\" height=\"556\"\/><\/p>\n<p>(<b>a<\/b>\u2013<b>c<\/b>) Adsorption\/desorption isotherm, (<b>d<\/b>) pore size distribution using BJH methods &amp; (<b>e<\/b>\u2013<b>g<\/b>) t-plot method for (NCCF) and NCCF\/BC composites.<\/p>\n<p>This behavior is characteristic of mesoporous materials composed of non-rigidly aggregated particles, leading to the formation of slit-shaped pores<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 48\" title=\"Abd El Wahab, S. M., Elsayed, K., Zein El-Abdeen, H. A. &amp; Ali, S. M. Tailoring structural, surface, and magnetic properties of Cu (II) ions-substituted Ni&#x2013;Co spinel ferrites for enhanced Pb (II) ions removal. Phys. Scr. 100, 115010 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR48\" id=\"ref-link-section-d110072624e1275\" rel=\"nofollow noopener\" target=\"_blank\">48<\/a>. The specific surface area, total pore volume, and average pore diameter were determined using the BET method<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 49\" title=\"Brunauer, S., Emmett, P. H. &amp; Teller, E. Adsorption of gases in multimolecular layers. J. Am. Chem. Soc. 60, 309&#x2013;319 (1938).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR49\" id=\"ref-link-section-d110072624e1279\" rel=\"nofollow noopener\" target=\"_blank\">49<\/a>, and the corresponding values are summarized in Table\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Tab3\" rel=\"nofollow noopener\" target=\"_blank\">3<\/a>.<\/p>\n<p>BET surface area and porosity analyses revealed significant changes upon biochar loading. The obtained NCCF that featured a mesoporous structure through interparticle voids of ferrite nanoparticles, had a moderate specific surface area of 20.67\u00a0m\u00b2 g\u207b\u00b9 and total pore volume of 0.26\u00a0cm\u00b3 g\u207b\u00b9. On addition of 0.2\u00a0g biochar (NCCF\/BC\u20130. 2), the surface area and pore volume of BET trends were substantially enhanced to 29.28\u00a0m\u00b2 g\u207b\u00b9 and 0.33\u00a0cm\u00b3 g\u207b\u00b9, respectively. This enhancement can be attributed to the highly porous nature of biochar and its role in preventing ferrite nanoparticle agglomeration, which generates additional pores. However, further increasing the biochar content to 0.5\u00a0g (NCCF\/BC\u20130.5) resulted in a decrease in surface area (17.89\u00a0m\u00b2 g\u207b\u00b9) and pore volume (0.13\u00a0cm\u00b3 g\u207b\u00b9), which is likely due to high amount of biochar allows iron oxides to enter and block some of the biochar pores<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 50\" title=\"Liu, Y. et al. Enhanced cadmium removal by biochar and iron oxides composite: material interactions and pore structure. J. Environ. Manage. 330, 117136 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR50\" id=\"ref-link-section-d110072624e1289\" rel=\"nofollow noopener\" target=\"_blank\">50<\/a>. From the t-plot method, NCCF\/BC-0.2 was found to have the greatest external surface area (18.68\u00a0m\u00b2 g\u207b\u00b9) and micropore volume (0.0725\u00a0cm\u00b3 g\u207b\u00b9), suggesting that there was greater pore accessibility and dispersal of ferrite nanoparticles after the introduction of biochar. An increase in biochar content to 0.5\u00a0g resulted in lower values of both external surface area and micropore volume, which could be attributed to the blockage of some pores and aggregation of particles<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 50\" title=\"Liu, Y. et al. Enhanced cadmium removal by biochar and iron oxides composite: material interactions and pore structure. J. Environ. Manage. 330, 117136 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR50\" id=\"ref-link-section-d110072624e1293\" rel=\"nofollow noopener\" target=\"_blank\">50<\/a>. These results, together with BJH analysis, confirmed that all samples possess mesoporous characteristics, making NCCF\/BC\u20130.2 the most favorable candidate for adsorption-based environmental applications.<\/p>\n<p><b id=\"Tab3\" data-test=\"table-caption\">Table 3 The total pore volume, BET average pore size, BET surface area, external surface area micropore volume of (NCCF) and NCCF\/BC composites.<\/b>Magnetic properties<\/p>\n<p>The magnetic properties were investigated using vibrating sample magnetometer (VSM) at room temperature. Figure <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig5\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a> displays the magnetic hysteresis loops of (NCCF) and NCCF\/BC composites at 300\u00a0K, and the derived magnetic parameters are summarized in Table\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Tab4\" rel=\"nofollow noopener\" target=\"_blank\">4<\/a>. The saturation magnetization (Ms), remanent magnetization (Mr) and coercivity (Hc) of the pure NCCF sample were 46.15 emu g\u207b\u00b9, 8.94 emu g\u207b\u00b9 and 131.14 Oe respectively, suggesting that it exhibited typical ferrimagnetic characteristics for a spinel ferrite<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 51\" title=\"Jung, K. W., Lee, S. &amp; Lee, Y. J. Synthesis of novel magnesium ferrite (MgFe2O4)\/biochar magnetic composites and its adsorption behavior for phosphate in aqueous solutions. Bioresour. Technol. 245, 751&#x2013;759 (2017).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR51\" id=\"ref-link-section-d110072624e1491\" rel=\"nofollow noopener\" target=\"_blank\">51<\/a>. by loading of biochar (BC), both Ms and Mr decreased with increasing BC content. The Ms value decreased to 33.48 emu g\u207b\u00b9 for NCCF\/BC\u20130.2 and further to 23.02 emu g\u207b\u00b9 for NCCF\/BC\u20130.5, while Mr decreased from 8.94 to 6.63 and 4.55 emu g\u207b\u00b9, respectively. Such decrease is due to reduction of the magnetic phase by the non-magnetic biochar matrix, which weakens metal ion interactions through superexchange at either tetrahedral (A) or octahedral (B) sites in the spinel structure for a reduced net magnetic moment.<\/p>\n<p><b id=\"Fig5\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 5<\/b><img decoding=\"async\" aria-describedby=\"figure-5-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig5_HTML.png\" alt=\"Fig. 5\" loading=\"lazy\" width=\"685\" height=\"532\"\/><\/p>\n<p>Magnetic hysteresis curves of (NCCF) and NCCF\/BC composites at 300\u00a0K.<\/p>\n<p>The remanence ratio (R\u2009=\u2009Mr\/Ms) was approximately constant across all samples (~\u20090.19\u20130.20), indicating that the magnetic domain configuration is largely independent of the addition of BC. In contrast, the coercivity showed a slight decrease from 131.14 Oe for pure NCCF to 123.34 Oe and 117.41 Oe for NCCF\/BC\u20130.2 and NCCF\/BC\u20130.5, respectively. This observed reduction is ascribed to the reduced interparticle magnetic interactions resulting from the presence of carbon matrix, which partially separates the ferrite nanoparticles. Furthermore, surface effects and possible slight differences in particle size may affect magnetic anisotropy. Comparative drops in coercivity and magnetization have been noted for ferrite\u2013biochar composites, attributed to the non-magnetic carbon phase which acts on both magnetic coupling as well as structural properties<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 52\" title=\"Niu, Z. et al. Green synthesis of a novel Mn&#x2013;Zn ferrite\/biochar composite from waste batteries and pine sawdust for Pb2&#x2009;+&#x2009;removal. Chemosphere 252, 126529 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR52\" id=\"ref-link-section-d110072624e1526\" rel=\"nofollow noopener\" target=\"_blank\">52<\/a>.<\/p>\n<p><b id=\"Tab4\" data-test=\"table-caption\">Table 4 Saturation magnetization (Ms), remanent magnetization (Mr), squareness ratio (R), and coercivity (Hc) for (NCCF) and NCCF\/BC composites.<\/b><\/p>\n<p>Overall, the results indicate that incorporating biochar into the NCCF structure effectively changes the magnetic properties by reducing saturation magnetization while maintaining moderate coercivity. Despite the reduction in magnetization, the composites still have sufficient magnetic response, which is advantageous for applications requiring magnetic separation, such as wastewater treatment and catalytic processes.<\/p>\n<p>Application of biochar-based magnetic adsorbents for the Pb(II) ions removalEffect of the solution pH<\/p>\n<p>The solution pH has a vital role in determining the adsorption mechanism and the removal efficiency. Several mechanisms have been reported for the removal of Pb(II) ions by biochar-based adsorbents such as; physical adsorption, surface complexation, electrostatic interactions, ion exchange, and minerals precipitation<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 53\" title=\"Kumkum, P. &amp; Kumar, S. A review on biochar as an adsorbent for Pb (II) removal from water. Biomass 4, 243&#x2013;272 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR53\" id=\"ref-link-section-d110072624e1708\" rel=\"nofollow noopener\" target=\"_blank\">53<\/a>. Generally, at low pH values, a repulsion between the positively charged functionalized biochar and Pb (II) ions leads to a poor uptake. While, as the pH values increases\u2009&gt;\u20093\u20134, the adsorption efficiency increases<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Wu, Q. et al. Adsorption characteristics of Pb (II) using biochar derived from spent mushroom substrate. Sci. Rep. 9, 15999 (2019).\" href=\"#ref-CR54\" id=\"ref-link-section-d110072624e1712\">54<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Rabiee Abyaneh, M., Nabi Bidhendi, G., Daryabeigi, A. &amp; Zand Pb (&#x399;&#x399;), Cd (&#x399;&#x399;), and Mn (&#x399;&#x399;) adsorption onto pruning-derived biochar: physicochemical characterization, modeling and application in real landfill leachate. Sci. Rep. 14, 3426 (2024).\" href=\"#ref-CR55\" id=\"ref-link-section-d110072624e1712_1\">55<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 56\" title=\"Wang, X., Wang, X., Chen, W., Yuan, J. &amp; Zhang, Q. Adsorption of Cu (II) and Pb (II) in aqueous solution by biochar composites. ACS omega. 10, 13816&#x2013;13828 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR56\" id=\"ref-link-section-d110072624e1715\" rel=\"nofollow noopener\" target=\"_blank\">56<\/a>. On the other hand, the point of zero charge, PZC, for NCCF, as reported in our previous work, is 5.2<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 48\" title=\"Abd El Wahab, S. M., Elsayed, K., Zein El-Abdeen, H. A. &amp; Ali, S. M. Tailoring structural, surface, and magnetic properties of Cu (II) ions-substituted Ni&#x2013;Co spinel ferrites for enhanced Pb (II) ions removal. Phys. Scr. 100, 115010 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR48\" id=\"ref-link-section-d110072624e1719\" rel=\"nofollow noopener\" target=\"_blank\">48<\/a>. Figure <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig6\" rel=\"nofollow noopener\" target=\"_blank\">6<\/a> shows the variation of the removal efficiency of the bare biochar; BC, and the prepared magnetic nanocomposites; NCCF\/BC-0.2 and NCCF\/BC-0.5 with the solution pH. Based on the above findings, an expected trend is shown in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig6\" rel=\"nofollow noopener\" target=\"_blank\">6<\/a>, where the removal % is high at high pH values\u2009&gt;\u20095. While, at low pH value of 4, the biochar maintains its excellent performance, PZC\u2009=\u20092\u20133<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 54\" title=\"Wu, Q. et al. Adsorption characteristics of Pb (II) using biochar derived from spent mushroom substrate. Sci. Rep. 9, 15999 (2019).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR54\" id=\"ref-link-section-d110072624e1730\" rel=\"nofollow noopener\" target=\"_blank\">54<\/a>, the decrease in the removal % is related to the magnetic NCCF and it is more pronounced with increasing NCCF content in the composite, sample NCCF\/BC-0.2.<\/p>\n<p><b id=\"Fig6\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 6<\/b><img decoding=\"async\" aria-describedby=\"figure-6-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig6_HTML.png\" alt=\"Fig. 6\" loading=\"lazy\" width=\"685\" height=\"518\"\/><\/p>\n<p>Variation of the removal % of Pb(II) ions by BC, and NCCF\/BC composites with the pH, the initial Pb(II) ions concentration\u2009=\u200930 ppm, shaking time\u2009=\u200924\u00a0h, at room temperature.<\/p>\n<p>Kinetic study<\/p>\n<p>The adsorption efficiency % of NCCF and prepared magnetic nanocomposites for the removal of Pb(II) ions, are calculated at different contact times. Figure <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig7\" rel=\"nofollow noopener\" target=\"_blank\">7<\/a>A shows the variation of the removal % with the contact time. It is clear that introducing biochar in the nanocomposite facilitates the adsorption, especially at the early stages. The equilibrium is reached within 30\u00a0min. for NCCF while, a much faster uptake, within 10\u00a0min., is observed by introducing the biochar and it is more pronounced with increasing its amount.<\/p>\n<p>Kinetic data are fitted to pseudo first, pseudo second kinetics, and the intra-particle diffusion models, as shown in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig7\" rel=\"nofollow noopener\" target=\"_blank\">7<\/a>B\u2013D, respectively<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 57\" title=\"Ali, S. M., Emran, K. M. &amp; Al-Oufi, A. L. Adsorption of organic pollutants by nano-conducting polymers composites: Effect of the supporting nano-oxide type. J. Mol. Liq. 233, 89&#x2013;99 (2017).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR57\" id=\"ref-link-section-d110072624e1770\" rel=\"nofollow noopener\" target=\"_blank\">57<\/a>.<\/p>\n<p>$$\\:\\text{log}\\left({q}_{e}-{q}_{t}\\right)=\\text{log}{q}_{e}-\\frac{{k}_{1}}{2.303}\\:t$$<\/p>\n<p>\n                    (8)\n                <\/p>\n<p>$$\\:\\frac{t}{{q}_{t}}=\\frac{1}{{k}_{2}{q}_{e}}+\\:\\frac{t}{{q}_{e}}$$<\/p>\n<p>\n                    (9)\n                <\/p>\n<p>$$\\:{q}_{t}={k}_{id}\\sqrt{t}+\\:C$$<\/p>\n<p>\n                    (10)\n                <\/p>\n<p>where, qt and qe represent the amounts adsorbed at time\u2009=\u2009t and at equilibrium, respectively. k1 and k2 denote the pseudo first and second order rate constants of adsorption, respectively. kid is the constant for intra-particle diffusion rate.<\/p>\n<p><b id=\"Fig7\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 7<\/b><img decoding=\"async\" aria-describedby=\"figure-7-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig7_HTML.png\" alt=\"Fig. 7\" loading=\"lazy\" width=\"685\" height=\"390\"\/><\/p>\n<p>(<b>A<\/b>) Variation of the removal % of Pb(II) ions by NCCF, and NCCF\/BC composites with the contact time, at pH\u2009=\u20096, the initial Pb(II) ions concentration\u2009=\u2009100 ppm, at room temperature, (<b>B<\/b>) 1st, (<b>C<\/b>) 2nd order kinetic, and (<b>D<\/b>) the intra-particle diffusion model for NCCF\/BC-0.2, and NCCF\/BC-0.5.<\/p>\n<p>From calculated kinetic parameters listed in Table\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Tab5\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a>, The values of R2 are closer to unity, and the calculated adsorbed amounts at equilibrium, qe, are closer to the experimental values, in the case of the pseudo second order kinetics. Thus, it can be concluded that the adsorption of Pb(II) ions on magnetic NCCF, and prepared magnetic biochar-based composites follows the pseudo second order kinetics, suggesting a chemisorption mode through a complexation of surface functional groups<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 57\" title=\"Ali, S. M., Emran, K. M. &amp; Al-Oufi, A. L. Adsorption of organic pollutants by nano-conducting polymers composites: Effect of the supporting nano-oxide type. J. Mol. Liq. 233, 89&#x2013;99 (2017).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR57\" id=\"ref-link-section-d110072624e1851\" rel=\"nofollow noopener\" target=\"_blank\">57<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 58\" title=\"Ali, S. M. &amp; Al-Oufi, B. Synergistic sorption performance of cellulose-modified La0. 9Sr0. 1FeO3 for organic pollutants. Cellulose 27, 429&#x2013;440 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR58\" id=\"ref-link-section-d110072624e1854\" rel=\"nofollow noopener\" target=\"_blank\">58<\/a>. By increasing the amount of the biochar, in the prepared composite, the kinetic of the adsorption is more facilitated, as indicated by the higher k2 values.<\/p>\n<p><b id=\"Tab5\" data-test=\"table-caption\">Table 5 Calculated kinetic data for the adsorption of Pb2+ ions by NCCF, and NCCF\/BC composites samples for pseudo 1st, pseudo 2nd, and intraparticle diffusion models.<\/b><\/p>\n<p>Two linear sections are observed in the intra-particle diffusion models for NCCF\/BC-0.2, and NCCF\/BC-0.5 samples, as shown in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig7\" rel=\"nofollow noopener\" target=\"_blank\">7<\/a>D, suggesting that the Pb(II) ions are first adsorbed at the composite surface then, it is diffused into the sorbent pores<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 57\" title=\"Ali, S. M., Emran, K. M. &amp; Al-Oufi, A. L. Adsorption of organic pollutants by nano-conducting polymers composites: Effect of the supporting nano-oxide type. J. Mol. Liq. 233, 89&#x2013;99 (2017).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR57\" id=\"ref-link-section-d110072624e2402\" rel=\"nofollow noopener\" target=\"_blank\">57<\/a>. Higher intercept values and lower rate constants are observed for the second linear sections related to the pore diffusion; in the case of NCCF, therefore, the pore diffusion is limited with respect to the surface adsorption, and can be considered as the rate-determining step for the adsorption of Pb(II) ions on the magnetic NCCF<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 48\" title=\"Abd El Wahab, S. M., Elsayed, K., Zein El-Abdeen, H. A. &amp; Ali, S. M. Tailoring structural, surface, and magnetic properties of Cu (II) ions-substituted Ni&#x2013;Co spinel ferrites for enhanced Pb (II) ions removal. Phys. Scr. 100, 115010 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR48\" id=\"ref-link-section-d110072624e2406\" rel=\"nofollow noopener\" target=\"_blank\">48<\/a>. It is worth mentioning that in the presence of the biochar, both surface adsorption and pore diffusion can be attributed to the rate-determining step, since the values of surface and diffusion intercepts are comparable. This is due to the increased porosity of biochar-based composites relative to the bare NCCF.<\/p>\n<p>Adsorption isotherms<\/p>\n<p>The Variation of the removal % and the adsorption capacity of Pb(II) ions by NCCF, NCCF\/BC-0.2, and NCCF\/BC-0.5 with the initial metal ions concentration is shown in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig8\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>A. The removal % and the adsorption capacity increase by the increasing the initial Pb(II) ions concentration, and this is more pronounced with the increasing the biochar amount in the composite, reflecting the excellent adsorption performance of the prepared magnetic nanocomposites. The observed increase in removal efficiency with increasing of the initial metal ion concentration, within the evaluated concentration window, can be attributed to mass transfer kinetics and synergistic surface phenomena. High initial pollutant concentrations yield a concentration gradient that overcomes liquid film diffusion resistance, forcing pollutant species deeper into the micro\/mesoporous network of the composite. Furthermore, for materials exhibiting cooperative adsorption behavior, the initial ion uptake enhances the affinity of the sorbent for the remaining ions via intermolecular interactions, which in turn outcompetes the background solvent molecules.<\/p>\n<p><b id=\"Fig8\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 8<\/b><img decoding=\"async\" aria-describedby=\"figure-8-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig8_HTML.png\" alt=\"Fig. 8\" loading=\"lazy\" width=\"685\" height=\"191\"\/><\/p>\n<p>(<b>A<\/b>) Variation of the removal % and the adsorption capacity of Pb(II) ions by NCCF, and NCCF\/BC composites with the initial metal ions concentration at pH\u2009=\u20096, shaking time\u2009=\u20092\u00a0h, at room temperature. (<b>B<\/b>) Langmuir, (<b>C<\/b>) Freundlich, and (<b>D<\/b>) Temkin adsorption isotherms for adsorption of Pb(II) ions on NCCF\/BC-0.2.<\/p>\n<p>The adsorption data are fitted to Langmuir<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 59\" title=\"Langmuir, I. The adsorption of gases on plane surfaces of glass, mica and platinum. J. Am. Chem. Soc. 40, 1361&#x2013;1403 (1918).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR59\" id=\"ref-link-section-d110072624e2456\" rel=\"nofollow noopener\" target=\"_blank\">59<\/a>, Freundlich<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 60\" title=\"Freundlich, H. M. F. Over the adsorption in solution. J. Phys. chem. 57, 1100&#x2013;1107 (1906).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR60\" id=\"ref-link-section-d110072624e2460\" rel=\"nofollow noopener\" target=\"_blank\">60<\/a> and Temkin<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 61\" title=\"Temkin, M. J. &amp; Pyzhev, V. Recent modifications to Langmuir isotherms, (1940).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR61\" id=\"ref-link-section-d110072624e2464\" rel=\"nofollow noopener\" target=\"_blank\">61<\/a> isotherms, as shown in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig8\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>B\u2013D, respectively. According to the following Eqs.<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Ali, S. M., Emran, K. M. &amp; Alrashedee, F. M. Removal of organic pollutants by lanthanide-doped MIL-53 (Fe) metal&#x2013;organic frameworks: effect of dopant type in magnetite precursor. J. Rare Earths. 41, 140&#x2013;148 (2023).\" href=\"#ref-CR62\" id=\"ref-link-section-d110072624e2471\">62<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Ali, S. M., El Mansop, M. A., Galal, A., Abd El Wahab, S. M. &amp; El-Etr, W. M. Zein El-Abdeen, A correlation of the adsorption capacity of perovskite\/biochar composite with the metal ion characteristics. Sci. Rep. 13, 9466 (2023).\" href=\"#ref-CR63\" id=\"ref-link-section-d110072624e2471_1\">63<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 64\" title=\"Ali, S. M., Ashour, B., Farahat, M. G. &amp; El-Sherif, R. M. Biomass-based perovskite\/graphene oxide composite for the removal of organic pollutants from wastewater. Ceram. Int. 50, 49085&#x2013;49094 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR64\" id=\"ref-link-section-d110072624e2474\" rel=\"nofollow noopener\" target=\"_blank\">64<\/a>, different isotherms parameters are calculated and listed in Table\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Tab6\" rel=\"nofollow noopener\" target=\"_blank\">6<\/a>.<\/p>\n<p>$$\\:\\frac{{C}_{e}}{{q}_{e}}=\\frac{1}{{K}_{L}{q}_{m}}+\\frac{{C}_{e}}{{q}_{m}}$$<\/p>\n<p>\n                    (11)\n                <\/p>\n<p>$$\\:\\text{ln}{q}_{e}=\\text{ln}{K}_{F}+\\:\\frac{1}{n}\\text{ln}{C}_{e}$$<\/p>\n<p>\n                    (12)\n                <\/p>\n<p>$$\\:{q}_{e}=\\:\\frac{RT}{b}\\text{ln}{K}_{T}+\\:\\frac{RT}{b}\\text{ln}{C}_{e}$$<\/p>\n<p>\n                    (13)\n                <\/p>\n<p>where, KL, KF, and KT are Langmuir, Freundlich, and Temkin constants, respectively. qm is the maximum adsorption capacity (mg.g\u2212\u20091). n and b are Freundlich and Temkin constants.<\/p>\n<p><b id=\"Tab6\" data-test=\"table-caption\">Table 6 Calculated adsorption isotherms parameters by fitting the adsorption data of Pb(II) ions by the prepared NCCF, and NCCF\/BC composites samples to different isotherms.<\/b><\/p>\n<p>Based on the correlation coefficient, R2, values, the adsorption of Pb(II) on NCCF, NCCF\/BC-0.2, and NCCF\/BC-0.5 fits best Freundlich isotherms, that is to say the adsorption occurs on non-energetically equivalent heterogenous sites. To further evaluate the adsorption isotherms, nonlinear regression was performed. As shown in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig9\" rel=\"nofollow noopener\" target=\"_blank\">9<\/a>; Table\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Tab7\" rel=\"nofollow noopener\" target=\"_blank\">7<\/a>, samples NCCF and NCCF\/BC-0.5, Freundlich can better describe the adsorption data (which agrees with the linear models). While for sample NCCF\/BC-0.2, Langmuir is better. The calculated qm values for NCCF\/BC-0.2 and NCCF\/BC-0.5, as presented in Table\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Tab7\" rel=\"nofollow noopener\" target=\"_blank\">7<\/a>, were 388.28 and 217.49\u00a0mg.g\u207b\u00b9, respectively, indicating their high adsorption capacities. The same trend is observed which is the decrease in the qm value as the biochar amount increases. For sample NCCF, the Langmuir isotherm failed to yield physically realistic parameters (qm=2.29\u2009\u00d7\u2009107 mg\/g, R2\u2009=\u20090.6723) due to the absence of a saturation plateau within the measured concentration range.<\/p>\n<p><b id=\"Fig9\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 9<\/b><img decoding=\"async\" aria-describedby=\"figure-9-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig9_HTML.png\" alt=\"Fig. 9\" loading=\"lazy\" width=\"685\" height=\"269\"\/><\/p>\n<p>Non-linear fits for Langmuir, Freundlich, and Temkin models across (<b>a<\/b>) NCCF, (<b>b<\/b>) NCCF\/BC-0.2, and (<b>c<\/b>) NCCF\/BC-0.5.<\/p>\n<p><b id=\"Tab7\" data-test=\"table-caption\">Table 7 Non-linear parameters and goodness-of-fit metrics as indicated by regression coefficient, R2, root mean square error (RMSE) and Chi-square (\u03c72).<\/b><\/p>\n<p>The adsorption mechanism, in the presence of biochar, is more complicated and favored by many factors. The presence of more oxygen-containing functional groups; OH and C-O groups, and also aromatic C\u2009=\u2009C groups, which provide \u03c0-electrons required for the surface complexation with the Pb(II) ions, as shown if FT-IR section, Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig3\" rel=\"nofollow noopener\" target=\"_blank\">3<\/a>. Moreover, the enhanced porosity and the surface roughness<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Kumkum, P. &amp; Kumar, S. A review on biochar as an adsorbent for Pb (II) removal from water. Biomass 4, 243&#x2013;272 (2024).\" href=\"#ref-CR53\" id=\"ref-link-section-d110072624e3353\">53<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Wu, Q. et al. Adsorption characteristics of Pb (II) using biochar derived from spent mushroom substrate. Sci. Rep. 9, 15999 (2019).\" href=\"#ref-CR54\" id=\"ref-link-section-d110072624e3353_1\">54<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 55\" title=\"Rabiee Abyaneh, M., Nabi Bidhendi, G., Daryabeigi, A. &amp; Zand Pb (&#x399;&#x399;), Cd (&#x399;&#x399;), and Mn (&#x399;&#x399;) adsorption onto pruning-derived biochar: physicochemical characterization, modeling and application in real landfill leachate. Sci. Rep. 14, 3426 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR55\" id=\"ref-link-section-d110072624e3356\" rel=\"nofollow noopener\" target=\"_blank\">55<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 65\" title=\"Wang, X., Wang, X., Chen, W., Yuan, J. &amp; Zhang, Q. Adsorption of Cu (II) and Pb (II) in aqueous solution by biochar composites. ACS omega. 10, 13816 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR65\" id=\"ref-link-section-d110072624e3359\" rel=\"nofollow noopener\" target=\"_blank\">65<\/a> resulted in effective surface area and promoted adsorption performance. The calculated maximum adsorption capacities for NCCF\/BC-0.2 and NCCF\/BC-0.5 are much higher than that for the bare NCCF, indicting the enhanced adsorption performance by introducing the biochar phase in the magnetic adsorbent. The adsorption capacity values are three-times and nine-times higher than that of the bare NCCF for biochar ratio of 0.5 and 0.2, respectively. Higher biochar ratio in NCCF\/BC-0.5, still performs better than the bare magnetic ferrite NCCF, but the ratio required to be optimized because higher ratio reduce the porosity and the effective surface area. The maximum adsorption capacities reported for biochar materials, prepared by the pyrolysis of different agriculture wastes, range from 20 to 200 mg.g\u2212\u20091<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 53\" title=\"Kumkum, P. &amp; Kumar, S. A review on biochar as an adsorbent for Pb (II) removal from water. Biomass 4, 243&#x2013;272 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#ref-CR53\" id=\"ref-link-section-d110072624e3364\" rel=\"nofollow noopener\" target=\"_blank\">53<\/a>. In this study, introducing the magnetic ferrite to the biochar not only added a magnetic character to the adsorbent and thus a practical applicability, but also enhanced the adsorption performance, qm for NCCF\/BC-0.2 is 398.4 mg.g\u2212\u20091.<\/p>\n<p>To evaluate the practical competitiveness of NCCF\/BC-0.2, qm value, 398.4 mg.g\u2212\u20091, is benchmarked against alternative commercial and state-of-the-art sorbents under comparable conditions. As summarized in Table\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Tab8\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>, NCCF\/BC-0.2 exhibits a capacity nearly double that of standard commercial activated carbons (150\u2013250\u00a0mg\/g) while operating efficiently at a low dosage (\\(\\:1.0\\text{\\:g\/L}\\)) and neutral pH (\\(\\:\\text{pH\\:}6.0\\text{&#8211;}7.0\\)). Although pristine metal-organic frameworks (MOFs) can achieve higher raw capacities, their industrial adoption is hindered by high production costs and poor hydrothermal stability. In contrast, the biochar composite developed in this work offers a favorable balance of high uptake capacity, low cost, green synthesis, and operational robustness, confirming its genuine potential for industrial wastewater remediation.<\/p>\n<p><b id=\"Tab8\" data-test=\"table-caption\">Table 8 A literature benchmarking and comparative sorbent performance.<\/b>Regeneration and interferences study<\/p>\n<p>The possibility of the adsorbent regeneration and the number of its operating adsorption cycles greatly influence the adsorbent applicability. In this work, the prepared NCCF\/BC-0.2 sample is regenerated by being shaken in 1% HNO3 solution for 1\u00a0h. Figure <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig10\" rel=\"nofollow noopener\" target=\"_blank\">10<\/a>A shows the variation of the removal % of NCCF, NCCF\/BC-0.2, and NCCF\/BC-0.5 samples for the Pb(II) ion with successive four operation-regeneration cycles. It can be shown that by increasing the biochar amount in the magnetic composite, the adsorbet maintains more its high adsorption performance especially after the third cycle. ICP analysis of the filtrates is performed after four successive regeneration\/reuse of the presented samples. It was shown that no traces of Fe, Ni, Co, or Cu ions are present, indicating the stability of the proposed adsorbents.<\/p>\n<p>The adsorption preformance of NCCF, NCCF\/BC-0.2, and NCCF\/BC-0.5 samples in the presence of interfering cations is examined by comparing the performance in individual Pb(II) ions solution and an equimolar mixture of Pb(II), Co(II), and Cd(II) ions, as shown in Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41598-026-67881-4#Fig10\" rel=\"nofollow noopener\" target=\"_blank\">10<\/a>B. The biochar-based adsorbents peform a higher performance in pure Pb(II) ions solution, and exhibit a good removal efficiency for the Pb(II) ions removal in the presence of interfering cations.<\/p>\n<p><b id=\"Fig10\" class=\"c-article-section__figure-caption\" data-test=\"figure-caption-text\">Fig. 10<\/b><img decoding=\"async\" aria-describedby=\"figure-10-desc\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2026\/09\/41598_2026_67881_Fig10_HTML.png\" alt=\"Fig. 10\" loading=\"lazy\" width=\"685\" height=\"269\"\/><\/p>\n<p>Variation of the removal % of NCCF, and NCCF\/BC composites for the Pb(II) ion with (<b>A<\/b>) successive operation-regeneration cycles, and (<b>B<\/b>) in pure and mixed Pb(II) ion solutions.<\/p>\n","protected":false},"excerpt":{"rendered":"Structural characterizationX-rays diffraction (XRD) XRD investigation shows the crystal structure and phase purity of the samples under investigation.&hellip;\n","protected":false},"author":2,"featured_media":670097,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_share_on_mastodon":"0"},"categories":[77],"tags":[14970,282979,8284,18,3297,1099,19,17,239251,909,1100,133,127218,282980],"class_list":["post-670096","post","type-post","status-publish","format-standard","has-post-thumbnail","category-science","tag-biomass","tag-biosorbents","tag-chemistry","tag-eire","tag-environmental-sciences","tag-humanities-and-social-sciences","tag-ie","tag-ireland","tag-magnetic-properties","tag-materials-science","tag-multidisciplinary","tag-science","tag-wastewater-treatment","tag-xrd"],"share_on_mastodon":{"url":"https:\/\/pubeurope.com\/@ie\/117206114216627102","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/670096","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/comments?post=670096"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/670096\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media\/670097"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media?parent=670096"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/categories?post=670096"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/tags?post=670096"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}