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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="review-article" dtd-version="1.2" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">Vestnik of the Far East Branch of the Russian Academy of Sciences</journal-id><journal-title-group><journal-title xml:lang="en">Vestnik of the Far East Branch of the Russian Academy of Sciences</journal-title><trans-title-group xml:lang="ru"><trans-title>Вестник Дальневосточного отделения Российской академии наук</trans-title></trans-title-group></journal-title-group><issn publication-format="print">0869-7698</issn><publisher><publisher-name xml:lang="en">The Russian Academy of Sciences</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">677449</article-id><article-id pub-id-type="doi">10.31857/S0869769824060093</article-id><article-id pub-id-type="edn">HSLBJF</article-id><article-categories><subj-group subj-group-type="toc-heading" xml:lang="en"><subject>Chemical sciences. Sorption processes and materials</subject></subj-group><subj-group subj-group-type="toc-heading" xml:lang="ru"><subject>Химические науки. Сорбционные процессы и материалы</subject></subj-group><subj-group subj-group-type="article-type"><subject>Review Article</subject></subj-group></article-categories><title-group><article-title xml:lang="en">Modeling of sorption equilibria: state of the art and prospects of models development for heterogeneous sorbents</article-title><trans-title-group xml:lang="ru"><trans-title>Моделирование сорбционных равновесий: современное состояние и перспективы развития моделей сорбции на неоднородных сорбентах</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5306-2542</contrib-id><name-alternatives><name xml:lang="en"><surname>Golikov</surname><given-names>А. P.</given-names></name><name xml:lang="ru"><surname>Голиков</surname><given-names>А. П.</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>Candidate of Sciences in Chemistry, Senior Researcher</p></bio><bio xml:lang="ru"><p>кандидат химических наук, старший научный сотрудник</p></bio><email>glk@ich.dvo.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Malakhova</surname><given-names>I. A.</given-names></name><name xml:lang="ru"><surname>Малахова</surname><given-names>И. А.</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>Candidate of Sciences in Chemistry, Junior Researcher</p></bio><bio xml:lang="ru"><p>кандидат химических наук, младший научный сотрудник</p></bio><email>newira94@gmail.com</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4954-0422</contrib-id><name-alternatives><name xml:lang="en"><surname>Bratskaya</surname><given-names>S. Yu.</given-names></name><name xml:lang="ru"><surname>Братская</surname><given-names>С. Ю.</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>Doctor of Sciences in Chemistry, Chief Researcher</p></bio><bio xml:lang="ru"><p>доктор химических наук, главный научный сотрудник</p></bio><email>sbratska@ich.dvo.ru</email><xref ref-type="aff" rid="aff1"/></contrib></contrib-group><aff-alternatives id="aff1"><aff><institution xml:lang="en">Institute of Chemistry, FEB RAS</institution></aff><aff><institution xml:lang="ru">Институт химии ДВО РАН</institution></aff></aff-alternatives><pub-date date-type="pub" iso-8601-date="2024-12-05" publication-format="electronic"><day>05</day><month>12</month><year>2024</year></pub-date><issue>6</issue><issue-title xml:lang="ru"/><fpage>127</fpage><lpage>143</lpage><history><date date-type="received" iso-8601-date="2025-03-20"><day>20</day><month>03</month><year>2025</year></date></history><permissions><copyright-statement xml:lang="en">Copyright ©; 2024, Russian Academy of Sciences</copyright-statement><copyright-statement xml:lang="ru">Copyright ©; 2024, Российская академия наук</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="en">Russian Academy of Sciences</copyright-holder><copyright-holder xml:lang="ru">Российская академия наук</copyright-holder></permissions><self-uri xlink:href="https://journals.eco-vector.com/0869-7698/article/view/677449">https://journals.eco-vector.com/0869-7698/article/view/677449</self-uri><abstract xml:lang="en"><p>For many years, adsorption remains one of the most universal and cost-effective approaches to purifying waters of various compositions and extracting valuable components from technological solutions. In addition to affinity, selectivity, and high sorption capacity, the kinetic characteristics of sorbents are of great importance, since they determine the productivity of both industrial sorption columns and small point-of-use filters operating at high flow rates. This review discusses the current state of the art in modeling sorption dynamics and a new approach to analysis of sorption equilibria using the model of sorption/desorption rate constants distribution (RCD) for heterogeneous sorbents developed at the Institute of Crystallography FEB RAS for predictive modeling of breakthrough curves based on the kinetic parameters of sorption centers (RCD functions) calculated from experimental data obtained under static conditions. Using as the example supermacroporous sorbents based on polyethyleneimine, it was shown how the RCD model and its variants, which take into account diffusion limitations and the presence of complexing agents, can be used to optimize conditions for the metal ions concentration and separation under dynamic conditions.</p></abstract><trans-abstract xml:lang="ru"><p>Адсорбция долгие годы остается одним из наиболее универсальных и экономически рентабельных подходов к очистке вод различного состава и извлечению ценных компонентов из технологических растворов. Помимо аффинности, селективности и высокой сорбционной емкости большое значение имеют кинетические характеристики сорбентов, поскольку они определяют производительность как промышленных сорбционных колонн, так и малогабаритных точечных фильтров, работающих при высоких скоростях потока. В данном обзоре обсуждается современное состояние методов моделирования динамики сорбции и новый подход к анализу сорбционных равновесий с использованием разработанной в ИХ ДВО РАН модели распределения констант скоростей (РКС) сорбции/десорбции на неоднородных сорбентах для предиктивного моделирования выходных кривых сорбции на основании кинетических параметров сорбционных центров (функций РКС), рассчитанных из экспериментальных данных, полученных в статических условиях. На примере супермакропористых сорбентов на основе полиэтиленимина показано, как модель РКС и ее варианты, учитывающие диффузионные ограничения и присутствие в растворе комплексообразователей, может применяться для оптимизации условий извлечения ионов металлов и их разделения за счет разной скорости сорбции в динамических условиях.</p></trans-abstract><kwd-group xml:lang="en"><kwd>sorption</kwd><kwd>kinetics</kwd><kwd>Langmuir equation</kwd><kwd>predictive modeling</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>сорбция</kwd><kwd>кинетика</kwd><kwd>уравнение Ленгмюра</kwd><kwd>предиктивное моделирование</kwd></kwd-group><funding-group><award-group><funding-source><institution-wrap><institution xml:lang="ru">Министерство науки и высшего образования Российской Федерации</institution></institution-wrap><institution-wrap><institution xml:lang="en">Ministry of Science and Higher Education of the Russian Federation</institution></institution-wrap></funding-source></award-group></funding-group></article-meta></front><body></body><back><ref-list><ref id="B1"><label>1.</label><citation-alternatives><mixed-citation xml:lang="en">Nandanwar S.U., Coldsnow K., Utgikar V., Sabharwall P., Eric Aston D. Capture of harmful radioactive contaminants from off-gas stream using porous solid sorbents for clean Environment – A review. Chem. Eng. J. 2016;306:369–381. https://doi.org/10.1016/j.cej.2016.07.073.</mixed-citation><mixed-citation xml:lang="ru">Nandanwar S.U., Coldsnow K., Utgikar V., Sabharwall P., Eric Aston D. Capture of harmful radioactive contaminants from off-gas stream using porous solid sorbents for clean Environmen: A review // Chem. Eng. J. 2016. Vol. 306. P. 369–381. https://doi.org/10.1016/j.cej.2016.07.073.</mixed-citation></citation-alternatives></ref><ref id="B2"><label>2.</label><citation-alternatives><mixed-citation xml:lang="en">Tofik A.S., Taddesse A.M., Tesfahun K.T., Girma G.G. Fe–Al binary oxide nanosorbent: Synthesis, characterization and phosphate sorption property. J. Environ. Chem. Eng. 2016;4:2458–2468. https://doi.org/10.1016/j.jece.2016.04.023.</mixed-citation><mixed-citation xml:lang="ru">Tofik A.S., Taddesse A.M., Tesfahun K.T., Girma G.G. Fe–Al binary oxide nanosorbent: Synthesis, characterization and phosphate sorption property // J. Environ. Chem. Eng. 2016. Vol. 4. P. 2458–2468. https://doi.org/10.1016/j.jece.2016.04.023.</mixed-citation></citation-alternatives></ref><ref id="B3"><label>3.</label><citation-alternatives><mixed-citation xml:lang="en">Bagheri H., Asgharinezhad A.A., Ebrahimzadeh H. Determination of trace amounts of Cd(II), Cu(II), and Ni(II) in food samples using a novel functionalized magnetic Nanosorbent. Food Anal. Methods. 2016;9:876–888. https://doi.org/10.1007/s12161-015-0264-x.</mixed-citation><mixed-citation xml:lang="ru">Bagheri H., Asgharinezhad A.A., Ebrahimzadeh H. Determination of trace amounts of Cd(II), Cu(II), and Ni(II) in food samples using a novel functionalized magnetic Nanosorbent // Food Anal. Methods. 2016. Vol. 9. P. 876–888. https://doi.org/10.1007/s12161-015-0264-x.</mixed-citation></citation-alternatives></ref><ref id="B4"><label>4.</label><citation-alternatives><mixed-citation xml:lang="en">Crini G., Badot P.M. Application of chitosan, a natural aminopolysaccharide, for dye removal from aqueous solutions by adsorption processes using batch studies: A review of recent literature. Prog. Polym. Sci. 2008;33:399–447. https://doi.org/10.1016/j.progpolymsci.2007.11.001.</mixed-citation><mixed-citation xml:lang="ru">Crini G., Badot P.M. Application of chitosan, a natural aminopolysaccharide, for dye removal from aqueous solutions by adsorption processes using batch studies: A review of recent literature // Prog. Polym. Sci. 2008. Vol. 33. P. 399–447. https://doi.org/10.1016/j.progpolymsci.2007.11.001.</mixed-citation></citation-alternatives></ref><ref id="B5"><label>5.</label><citation-alternatives><mixed-citation xml:lang="en">Tan K.L., Hameed B.H. Insight into the adsorption kinetics models for the removal of contaminants from aqueous solutions. J. Taiwan Inst. Chem. Eng. 2017;74:25–48. https://doi.org/10.1016/j.jtice.2017.01.024.</mixed-citation><mixed-citation xml:lang="ru">Tan K.L., Hameed B.H. Insight into the adsorption kinetics models for the removal of contaminants from aqueous solutions // J. Taiwan Inst. Chem. Eng. 2017. Vol. 74. P. 25–48. https://doi.org/10.1016/j.jtice.2017.01.024.</mixed-citation></citation-alternatives></ref><ref id="B6"><label>6.</label><citation-alternatives><mixed-citation xml:lang="en">Alberti G., Amendola V., Pesavento M., Biesuz R. Beyond the synthesis of novel solid phases: Review on modelling of sorption phenomena. Coord. Chem. Rev. 2012;256:28–45. https://doi.org/10.1016/j.ccr.2011.08.022.</mixed-citation><mixed-citation xml:lang="ru">Alberti G., Amendola V., Pesavento M., Biesuz R. Beyond the synthesis of novel solid phases: Review on modelling of sorption phenomena // Coord. Chem. Rev. 2012. Vol. 256. P. 28–45. https://doi.org/10.1016/j.ccr.2011.08.022.</mixed-citation></citation-alternatives></ref><ref id="B7"><label>7.</label><citation-alternatives><mixed-citation xml:lang="en">Ma A., Abushaikha A., Allen S.J., McKay G. Ion exchange homogeneous surface diffusion modelling by binary site resin for the removal of nickel ions from wastewater in fixed beds. Chem. Eng. J. 2019;358. 135. https://doi.org/10.1016/j.cej.2018.09.135.</mixed-citation><mixed-citation xml:lang="ru">Ma A., Abushaikha A., Allen S.J., McKay G. Ion exchange homogeneous surface diffusion modelling by binary site resin for the removal of nickel ions from wastewater in fixed beds // Chem. Eng. J. 2019. Vol. 358. 135. https://doi.org/10.1016/j.cej.2018.09.135.</mixed-citation></citation-alternatives></ref><ref id="B8"><label>8.</label><citation-alternatives><mixed-citation xml:lang="en">Dadwhal M., Ostwal M.M., Liu P.K.T., Sahimi M., Tsotsis T.T. Adsorption of arsenic on conditioned layered double hydroxides: Column experiments and modeling. Ind. Eng. Chem. Res. 2009;48:2076–2084. https://doi.org/10.1021/ie800878n.</mixed-citation><mixed-citation xml:lang="ru">Dadwhal M., Ostwal M.M., Liu P.K.T., Sahimi M., Tsotsis T.T. Adsorption of arsenic on conditioned layered double hydroxides: Column experiments and modeling // Ind. Eng. Chem. Res. 2009. Vol. 48. P. 2076–2084. https://doi.org/10.1021/ie800878n.</mixed-citation></citation-alternatives></ref><ref id="B9"><label>9.</label><citation-alternatives><mixed-citation xml:lang="en">Sperlich A., Schimmelpfennig S., Baumgarten B., Genz A., Amy G., Worch E., Jekel M. Predicting anion breakthrough in granular ferric hydroxide (GFH) adsorption filters. Water Res. 2008;42:2073–2082. https://doi.org/10.1016/j.watres.2007.12.019.</mixed-citation><mixed-citation xml:lang="ru">Sperlich A., Schimmelpfennig S., Baumgarten B., Genz A., Amy G., Worch E., Jekel M. Predicting anion breakthrough in granular ferric hydroxide (GFH) adsorption filters // Water Res. 2008. Vol. 42. P. 2073–2082. https://doi.org/10.1016/j.watres.2007.12.019.</mixed-citation></citation-alternatives></ref><ref id="B10"><label>10.</label><citation-alternatives><mixed-citation xml:lang="en">Chu K.H. Fixed bed sorption: Setting the record straight on the Bohart–Adams and Thomas models. J. Hazard. Mater. 2010;177:1006–1012. https://doi.org/10.1016/j.jhazmat.2010.01.019.</mixed-citation><mixed-citation xml:lang="ru">Chu K.H. Fixed bed sorption: Setting the record straight on the Bohart–Adams and Thomas models // J. Hazard. Mater. 2010. Vol. 177. P. 1006–1012. https://doi.org/10.1016/j.jhazmat.2010.01.019.</mixed-citation></citation-alternatives></ref><ref id="B11"><label>11.</label><citation-alternatives><mixed-citation xml:lang="en">Lagergren S. Zur Theorie der sogenannten Adsorption Geloster Stoffe. K. Sven. vetensk. akad. handl. 1898;24:1–39.</mixed-citation><mixed-citation xml:lang="ru">Lagergren S. Zur Theorie der sogenannten Adsorption Geloster Stoffe // K. Sven. vetensk. akad. handl.1898. Vol. 24. P. 1–39.</mixed-citation></citation-alternatives></ref><ref id="B12"><label>12.</label><citation-alternatives><mixed-citation xml:lang="en">Khamizov R. KhA pseudo-second order Kinetic equation for sorption processes. Russian Journal of Physical Chemistry A: Focus on Chemisttry. 2020;94:171–176. https://doi.org/10.1134/S0036024420010148.</mixed-citation><mixed-citation xml:lang="ru">Хамизов Р.Х. О кинетическом уравнении псевдовторого порядка в сорбционных процессах // Журнал физической химии. 2020. Т. 94. С. 125–130. https://doi.org/10.31857/s0044453720010148.</mixed-citation></citation-alternatives></ref><ref id="B13"><label>13.</label><citation-alternatives><mixed-citation xml:lang="en">Douven S., Paez C.A., Gommes C.J. The range of validity of sorption kinetic models. J. Colloid Interface Sci. 2015;448:437–450. https://doi.org/10.1016/j.jcis.2015.02.053.</mixed-citation><mixed-citation xml:lang="ru">Douven S., Paez C.A., Gommes C.J. The range of validity of sorption kinetic models // J. Colloid Interface Sci. 2015. Vol. 448. P. 437–450. https://doi.org/10.1016/j.jcis.2015.02.053.</mixed-citation></citation-alternatives></ref><ref id="B14"><label>14.</label><citation-alternatives><mixed-citation xml:lang="en">Malash G.F., El-Khaiary M.I. Piecewise linear regression: A statistical method for the analysis of experimental adsorption Data by the intraparticle-diffusion models. Chem. Eng. J. 2010;163:256–263. https://doi.org/10.1016/j.cej.2010.07.059.</mixed-citation><mixed-citation xml:lang="ru">Malash G.F., El-Khaiary M.I. Piecewise linear regression: A statistical method for the analysis of experimental adsorption Data by the intraparticle-diffusion models // Chem. Eng. J. 2010. Vol. 163. P. 256–263. https://doi.org/10.1016/j.cej.2010.07.059.</mixed-citation></citation-alternatives></ref><ref id="B15"><label>15.</label><citation-alternatives><mixed-citation xml:lang="en">Hu Q., Xie Y., Feng C., Zhang Z. Fractal-like kinetics of adsorption on heterogeneous surfaces in the fixed-bed column. Chem. Eng. J. 2019;358:1471–1478. https://doi.org/10.1016/j.cej.2018.10.165.</mixed-citation><mixed-citation xml:lang="ru">Hu Q., Xie Y., Feng C., Zhang Z. Fractal-like kinetics of adsorption on heterogeneous surfaces in the fixed-bed column // Chem. Eng. J. 2019. Vol. 358. P. 1471–1478. https://doi.org/10.1016/j.cej.2018.10.165.</mixed-citation></citation-alternatives></ref><ref id="B16"><label>16.</label><citation-alternatives><mixed-citation xml:lang="en">Hu Q., Xie Y., Feng C., Zhang Z. Prediction of breakthrough behaviors using logistic, hyperbolic tangent and double exponential models in the fixed-bed column. Sep. Purif. Technol. 2019;212:572–579. https://doi.org/10.1016/j.seppur.2018.11.071.</mixed-citation><mixed-citation xml:lang="ru">Hu Q., Xie Y., Feng C., Zhang Z. Prediction of breakthrough behaviors using logistic, hyperbolic tangent and double exponential models in the fixed-bed column // Sep. Purif. Technol. 2019. Vol. 212. P. 572–579. https://doi.org/10.1016/j.seppur.2018.11.071.</mixed-citation></citation-alternatives></ref><ref id="B17"><label>17.</label><citation-alternatives><mixed-citation xml:lang="en">Chu K.H. Breakthrough curve analysis by simplistic models of fixed bed adsorption: In defense of the century-old Bohart–Adams model. Chem. Eng. J. 2020;380. 122513. https://doi.org/10.1016/j.cej.2019.122513.</mixed-citation><mixed-citation xml:lang="ru">Chu K.H. Breakthrough curve analysis by simplistic models of fixed bed adsorption: In defense of the century-old Bohart–Adams model // Chem. Eng. J. 2020. Vol. 380. 122513. https://doi.org/10.1016/j.cej.2019.122513.</mixed-citation></citation-alternatives></ref><ref id="B18"><label>18.</label><citation-alternatives><mixed-citation xml:lang="en">Długosz O., Banach M. Sorption of Ag+ and Cu2+ by vermiculite in a fixed-bed column: Design, process optimization and dynamics investigations. Appl. Sci. 2018;8. 2221. https://doi.org/10.3390/app8112221.</mixed-citation><mixed-citation xml:lang="ru">Długosz O., Banach M. Sorption of Ag+ and Cu2+ by vermiculite in a fixed-bed column: Design, process optimization and dynamics investigations // Appl. Sci. 2018. Vol. 8. 2221. https://doi.org/10.3390/app8112221.</mixed-citation></citation-alternatives></ref><ref id="B19"><label>19.</label><citation-alternatives><mixed-citation xml:lang="en">Figaro S., Avril J.P., Brouers F., Ouensanga A., Gaspard S. Adsorption studies of molasse’s wastewaters on activated carbon: Modelling with a new fractal kinetic equation and evaluation of kinetic models. J. Hazard. Mater. 2009;161:649–656. https://doi.org/10.1016/j.jhazmat.2008.04.006.</mixed-citation><mixed-citation xml:lang="ru">Figaro S., Avril J.P., Brouers F., Ouensanga A., Gaspard S. Adsorption studies of molasse’s wastewaters on activated carbon: Modelling with a new fractal kinetic equation and evaluation of kinetic models // J. Hazard. Mater. 2009. Vol. 161. P. 649–656. https://doi.org/10.1016/j.jhazmat.2008.04.006.</mixed-citation></citation-alternatives></ref><ref id="B20"><label>20.</label><citation-alternatives><mixed-citation xml:lang="en">Park H.-J., Tavlarides L.L. Adsorption of chromium(VI) from aqueous solutions using an imidazole functionalized adsorbent. Ind. Eng. Chem. Res. 2008;47:3401–3409. https://doi.org/10.1021/ie7017096.</mixed-citation><mixed-citation xml:lang="ru">Park H.-J., Tavlarides L.L. Adsorption of chromium(VI) from aqueous solutions using an imidazole functionalized adsorbent // Ind. Eng. Chem. Res. 2008. Vol. 47. P. 3401–3409. https://doi.org/10.1021/ie7017096.</mixed-citation></citation-alternatives></ref><ref id="B21"><label>21.</label><citation-alternatives><mixed-citation xml:lang="en">Marczewski A.W., Deryło-Marczewska A., Słota A. Adsorption and desorption kinetics of benzene derivatives on mesoporous carbons. Adsorption. 2013;19:391–406. https://doi.org/10.1007/s10450-012-9462-7.</mixed-citation><mixed-citation xml:lang="ru">Marczewski A.W., Deryło-Marczewska A., Słota A. Adsorption and desorption kinetics of benzene derivatives on mesoporous carbons // Adsorption. 2013. Vol. 19. P. 391–406. https://doi.org/10.1007/s10450-012-9462-7.</mixed-citation></citation-alternatives></ref><ref id="B22"><label>22.</label><citation-alternatives><mixed-citation xml:lang="en">Bohart G.S., Adams E.Q. Some aspects of the behavior of charcoal with respect to chlorine. J. Franklin Inst. 1920;189:669. https://doi.org/10.1016/s0016-0032(20)90400-3.</mixed-citation><mixed-citation xml:lang="ru">Bohart G.S., Adams E.Q. Some aspects of the behavior of charcoal with respect to chlorine // J. Franklin Inst. 1920. Vol. 189. P. 669. https://doi.org/10.1016/s0016-0032(20)90400-3.</mixed-citation></citation-alternatives></ref><ref id="B23"><label>23.</label><citation-alternatives><mixed-citation xml:lang="en">Azizian S. A novel and simple method for finding the heterogeneity of adsorbents on the basis of adsorption kinetic data. J. Colloid Interface Sci. 2006;302:76–81. https://doi.org/10.1016/j.jcis.2006.06.034.</mixed-citation><mixed-citation xml:lang="ru">Azizian S. A novel and simple method for finding the heterogeneity of adsorbents on the basis of adsorption kinetic data // J. Colloid Interface Sci. 2006. Vol. 302. P. 76–81. https://doi.org/10.1016/j.jcis.2006.06.034.</mixed-citation></citation-alternatives></ref><ref id="B24"><label>24.</label><citation-alternatives><mixed-citation xml:lang="en">Kuan W.H., Lo S.L., Chang C.M., Wang M.K. A geometric approach to determine adsorption and desorption kinetic constants. Chemosphere. 2000;41:1741–1747. https://doi.org/10.1016/S0045-6535(00)00054-0.</mixed-citation><mixed-citation xml:lang="ru">Kuan W.H., Lo S.L., Chang C.M., Wang M.K. A geometric approach to determine adsorption and desorption kinetic constants // Chemosphere. 2000. Vol. 41. P. 1741–1747. https://doi.org/10.1016/S0045-6535(00)00054-0.</mixed-citation></citation-alternatives></ref><ref id="B25"><label>25.</label><citation-alternatives><mixed-citation xml:lang="en">Novak L.T., Adriano D.C. Phosphorus movement in soils: 1. Soil-orthophosphate reaction kinetics. J. Environ. Qual.1975;4:261. https://doi.org/10.2134/jeq1975.00472425000400020028x.</mixed-citation><mixed-citation xml:lang="ru">Novak L.T., Adriano D.C. Phosphorus movement in soils: 1. Soil-orthophosphate reaction kinetics // J. Environ. Qual. 1975. Vol. 4. P. 261. https://doi.org/10.2134/jeq1975.00472425000400020028x.</mixed-citation></citation-alternatives></ref><ref id="B26"><label>26.</label><citation-alternatives><mixed-citation xml:lang="en">Liu Y., Shen L. From Langmuir kinetics to first- and second-order rate equations for adsorption. Langmuir. 2008;24:11625–11630. https://doi.org/10.1021/la801839b.</mixed-citation><mixed-citation xml:lang="ru">Liu Y., Shen L. From Langmuir kinetics to first- and second-order rate equations for adsorption // Langmuir. 2008. Vol. 24. P. 11625–11630. https://doi.org/10.1021/la801839b.</mixed-citation></citation-alternatives></ref><ref id="B27"><label>27.</label><citation-alternatives><mixed-citation xml:lang="en">Zhang J. Physical insights into kinetic models of adsorption. Sep. Purif. Technol. 2019;229. 115832. https://doi.org/10.1016/j.seppur.2019.115832.</mixed-citation><mixed-citation xml:lang="ru">Zhang J. Physical insights into kinetic models of adsorption // Sep. Purif. Technol. 2019. Vol. 229. 115832. https://doi.org/10.1016/j.seppur.2019.115832.</mixed-citation></citation-alternatives></ref><ref id="B28"><label>28.</label><citation-alternatives><mixed-citation xml:lang="en">Salvestrini S. Analysis of the Langmuir rate equation in its differential and integrated form for adsorption processes and a comparison with the pseudo first and pseudo second order models. React. Kinet. Mech. Catal. 2018;123:455–472. https://doi.org/10.1007/s11144-017-1295-7.</mixed-citation><mixed-citation xml:lang="ru">Salvestrini S. Analysis of the Langmuir rate equation in its differential and integrated form for adsorption processes and a comparison with the pseudo first and pseudo second order models // React. Kinet. Mech. Catal. 2018. Vol. 123. P. 455–472. https://doi.org/10.1007/s11144-017-1295-7.</mixed-citation></citation-alternatives></ref><ref id="B29"><label>29.</label><citation-alternatives><mixed-citation xml:lang="en">Svitel J., Balbo A., Mariuzza R.A., Gonzales N.R., Schuck P. Combined affinity and rate constant distributions of ligand populations from experimental surface binding kinetics and equilibria. Biophys. J. 2003;84:4062–4077. https://doi.org/10.1016/S0006-3495(03)75132-7.</mixed-citation><mixed-citation xml:lang="ru">Svitel J., Balbo A., Mariuzza R.A., Gonzales N.R., Schuck P. Combined affinity and rate constant distributions of ligand populations from experimental surface binding kinetics and equilibria // Biophys. J. 2003. Vol. 84. P. 4062–4077. https://doi.org/10.1016/S0006-3495(03)75132-7.</mixed-citation></citation-alternatives></ref><ref id="B30"><label>30.</label><citation-alternatives><mixed-citation xml:lang="en">Kirchner G., Baumgartner D. Migration rates of radionuclides deposited after the Chernobyl Accident in various North German soils. Analyst. 1992;117:475. https://doi.org/10.1039/an9921700475.</mixed-citation><mixed-citation xml:lang="ru">Kirchner G., Baumgartner D. Migration rates of radionuclides deposited after the Chernobyl Accident in various North German soils // Analyst. 1992. Vol. 117. P. 475. https://doi.org/10.1039/an9921700475.</mixed-citation></citation-alternatives></ref><ref id="B31"><label>31.</label><citation-alternatives><mixed-citation xml:lang="en">Garnier J.-M., Ciffroy P., Benyahya L. Implications of short and long term (30 days) sorption on the desorption kinetic of trace metals (Cd, Zn, Co, Mn, Fe, Ag, Cs) associated with river suspended matter. Sci. Total Environ. 2006;366:350–360. https://doi.org/10.1016/j.scitotenv.2005.07.015.</mixed-citation><mixed-citation xml:lang="ru">Garnier J.-M., Ciffroy P., Benyahya L. Implications of short and long term (30 days) sorption on the desorption kinetic of trace metals (Cd, Zn, Co, Mn, Fe, Ag, Cs) associated with river suspended matter // Sci. Total Environ. 2006. Vol. 366. P. 350–360. https://doi.org/10.1016/j.scitotenv.2005.07.015.</mixed-citation></citation-alternatives></ref><ref id="B32"><label>32.</label><citation-alternatives><mixed-citation xml:lang="en">Choi H., Al-Abed S.R. PCB congener sorption to carbonaceous sediment components: Macroscopic comparison and characterization of sorption kinetics and mechanism. J. Hazard. Mater. 2009;165:860–866. https://doi.org/10.1016/j.jhazmat.2008.10.100.</mixed-citation><mixed-citation xml:lang="ru">Choi H., Al-Abed S.R. PCB congener sorption to carbonaceous sediment components: Macroscopic comparison and characterization of sorption kinetics and mechanism // J. Hazard. Mater. 2009. Vol. 165. P. 860–866. https://doi.org/10.1016/j.jhazmat.2008.10.100.</mixed-citation></citation-alternatives></ref><ref id="B33"><label>33.</label><citation-alternatives><mixed-citation xml:lang="en">Monazam E.R., Shadle L.J., Miller D.C., Pennline H.W., Fauth D.J., Hoffman J.S., Gray M.L. Equilibrium and kinetics analysis of carbon dioxide capture using immobilized amine on a mesoporous silica. AIChE J. 2013;59:923–935. https://doi.org/10.1002/aic.13870.</mixed-citation><mixed-citation xml:lang="ru">Monazam E.R., Shadle L.J., Miller D.C., Pennline H.W., Fauth D.J., Hoffman J.S., Gray M.L. Equilibrium and kinetics analysis of carbon dioxide capture using immobilized amine on a mesoporous silica // AIChE J. 2013. Vol. 59. P. 923–935. https://doi.org/10.1002/aic.13870.</mixed-citation></citation-alternatives></ref><ref id="B34"><label>34.</label><citation-alternatives><mixed-citation xml:lang="en">Warrinnier R., Goossens T., Braun S., Gustafsson J.P., Smolders E. Modelling heterogeneous phosphate sorption kinetics on iron oxyhydroxides and soil with a continuous distribution approach. Eur. J. Soil Sci. 2018;69:475–487. https://doi.org/10.1111/ejss.12549.</mixed-citation><mixed-citation xml:lang="ru">Warrinnier R., Goossens T., Braun S., Gustafsson J.P., Smolders E. Modelling heterogeneous phosphate sorption kinetics on iron oxyhydroxides and soil with a continuous distribution approach // Eur. J. Soil Sci. 2018. Vol. 69. P. 475–487. https://doi.org/10.1111/ejss.12549.</mixed-citation></citation-alternatives></ref><ref id="B35"><label>35.</label><citation-alternatives><mixed-citation xml:lang="en">Scott K.F. Extraction of rate constant distributions from heterogeneous chemical kinetics. J. Chem. Soc. Faraday Trans. 1. Phys. Chem. Condens. Phases.1980;76:2065–2079. https://doi.org/10.1039/F19807602065.</mixed-citation><mixed-citation xml:lang="ru">Scott K.F. Extraction of rate constant distributions from heterogeneous chemical kinetics // J. Chem. Soc. Faraday Trans. 1. Phys. Chem. Condens. Phases. 1980. Vol. 76. P. 2065–2079. https://doi.org/10.1039/F19807602065.</mixed-citation></citation-alternatives></ref><ref id="B36"><label>36.</label><citation-alternatives><mixed-citation xml:lang="en">Rudzinski W., Panczyk T. The Langmuirian adsorption kinetics revised: A farewell to the XXth century theories? Adsorption. 2002;8:23–34. https://doi.org/10.1023/A:1015214406179.</mixed-citation><mixed-citation xml:lang="ru">Rudzinski W., Panczyk T. The Langmuirian adsorption kinetics revised: A farewell to the XXth century theories? // Adsorption. 2002. Vol. 8. P. 23–34. https://doi.org/10.1023/A:1015214406179.</mixed-citation></citation-alternatives></ref><ref id="B37"><label>37.</label><citation-alternatives><mixed-citation xml:lang="en">Rietsch E. On an Alleged Breakdown of the Maximum-Entropy Principle. In: Maximum-Entropy and Bayesian Methods in Inverse Problems. Dordrecht: Springer Netherlands; 1985. P. 67–82.</mixed-citation><mixed-citation xml:lang="ru">Rietsch E. On an Alleged Breakdown of the Maximum-Entropy Principle. // Maximum-Entropy and Bayesian Methods in Inverse Problems. Dordrecht: Springer Netherlands, 1985. P. 67–82.</mixed-citation></citation-alternatives></ref><ref id="B38"><label>38.</label><citation-alternatives><mixed-citation xml:lang="en">Phillips D.L.L.D. A technique for the numerical solution of certain integral equations of the first kind. J. ACM. 1962; 9:84–97. https://doi.org/10.1145/321105.321114.</mixed-citation><mixed-citation xml:lang="ru">Phillips D.L.L.D. A technique for the numerical solution of certain integral equations of the first kind // J. ACM. 1962. Vol. 9. P. 84–97. https://doi.org/10.1145/321105.321114.</mixed-citation></citation-alternatives></ref><ref id="B39"><label>39.</label><citation-alternatives><mixed-citation xml:lang="en">Golikov A., Malakhova I., Azarova Y., Eliseikina M., Privar Y., Bratskaya S. Extended Rate Constant Distribution model for sorption in heterogeneous systems. 1: Application to kinetics of metal ion sorption on polyethyleneimine cryogels. Ind. Eng. Chem. Res. 2020;59:1123–1134. https://doi.org/10.1021/acs.iecr.9b06000.</mixed-citation><mixed-citation xml:lang="ru">Golikov A., Malakhova I., Azarova Y., Eliseikina M., Privar Y., Bratskaya S. Extended Rate Constant Distribution model for sorption in heterogeneous systems. 1. Application to kinetics of metal ion sorption on polyethyleneimine cryogels // Ind. Eng. Chem. Res. 2020. Vol. 59. P. 1123–1134. https://doi.org/10.1021/acs.iecr.9b06000.</mixed-citation></citation-alternatives></ref><ref id="B40"><label>40.</label><citation-alternatives><mixed-citation xml:lang="en">Malakhova I., Golikov A., Azarova Y., Bratskaya S. Extended Rate Constants Distribution (RCD) model for sorption in heterogeneous systems. 2. Importance of diffusion limitations for sorption kinetics on cryogels in batch. Gels. 2020;6. 15. https://doi.org/10.3390/gels6020015.</mixed-citation><mixed-citation xml:lang="ru">Malakhova I., Golikov A., Azarova Y., Bratskaya S. Extended Rate Constants Distribution (RCD) model for sorption in heterogeneous systems. 2. Importance of diffusion limitations for sorption kinetics on cryogels in batch // Gels. 2020. Vol. 6. 15. https://doi.org/10.3390/gels6020015.</mixed-citation></citation-alternatives></ref><ref id="B41"><label>41.</label><citation-alternatives><mixed-citation xml:lang="en">Golikov A., Malakhova I., Privar Y., Parotkina Y., Bratskaya S. Extended Rate Constant Distribution model for sorption in heterogeneous systems. 3. From batch to fixed-bed application and predictive modeling. Ind. Eng. Chem. Res. 2020;59:19415–19425. https://doi.org/10.1021/acs.iecr.0c03516.</mixed-citation><mixed-citation xml:lang="ru">Golikov A., Malakhova I., Privar Y., Parotkina Y., Bratskaya S. Extended Rate Constant Distribution model for sorption in heterogeneous systems. 3. From batch to fixed-bed application and predictive modeling // Ind. Eng. Chem. Res. 2020. Vol. 59. P. 19415–19425. https://doi.org/10.1021/acs.iecr.0c03516.</mixed-citation></citation-alternatives></ref><ref id="B42"><label>42.</label><citation-alternatives><mixed-citation xml:lang="en">Golikov A., Privar Y., Balatskiy D., Polyakova N., Bratskaya S. Extended Rate Constants Distribution (RCD) model for sorption in heterogeneous systems. 4. Kinetics of metal ions sorption in the presence of complexing agents – application to Cu(II) sorption on polyethyleneimine cryogel from acetate and tartrate solutions. Int. J. Mol. Sci. 2023;24. 12385. https://doi.org/10.3390/ijms241512385.</mixed-citation><mixed-citation xml:lang="ru">Golikov A., Privar Y., Balatskiy D., Polyakova N., Bratskaya S. Extended Rate Constants Distribution (RCD) model for sorption in heterogeneous systems. 4. Kinetics of metal ions sorption in the presence of complexing agents – application to Cu(II) sorption on polyethyleneimine cryogel from acetate and tartrate solutions // Int. J. Mol. Sci. 2023. Vol. 24. 12385. https://doi.org/10.3390/ijms241512385.</mixed-citation></citation-alternatives></ref><ref id="B43"><label>43.</label><citation-alternatives><mixed-citation xml:lang="en">Malakhova I., Privar Y., Azarova Y., Eliseikina M., Golikov A., Skatova A., Bratskaya S. Supermacroporous monoliths based on polyethyleneimine: Fabrication and sorption Properties under static and dynamic conditions. J. Environ. Chem. Eng. 2020;8. 104395. https://doi.org/10.1016/J.JECE.2020.104395.</mixed-citation><mixed-citation xml:lang="ru">Malakhova I., Privar Y., Azarova Y., Eliseikina M., Golikov A., Skatova A., Bratskaya S. Supermacroporous monoliths based on polyethyleneimine: Fabrication and sorption Properties under static and dynamic conditions // J. Environ. Chem. Eng. 2020. Vol. 8. 104395. https://doi.org/10.1016/J.JECE.2020.104395.</mixed-citation></citation-alternatives></ref><ref id="B44"><label>44.</label><citation-alternatives><mixed-citation xml:lang="en">Malakhova I.A. Macroporous monolith materials based on polyethyleneinine. Dissertation (Candidate of Sciences, Chemistry). Vladivostok; 2022. (In Russ.).</mixed-citation><mixed-citation xml:lang="ru">Малахова И.А. Широкопористые монолитные материалы на основе полиэтиленимина: дис. … канд. хим. наук. Владивосток, 2022.</mixed-citation></citation-alternatives></ref><ref id="B45"><label>45.</label><citation-alternatives><mixed-citation xml:lang="en">Lozinsky V.I., Galaev I.Y., Plieva F.M., Savina I.N., Jungvid H., Mattiasson B. Polymeric cryogels as promising materials of biotechnological Interest. Trends Biotechnol. 2003;21:445–451. https://doi.org/10.1016/j.tibtech.2003.08.002.</mixed-citation><mixed-citation xml:lang="ru">Lozinsky V.I., Galaev I.Y., Plieva F.M., Savina I.N., Jungvid H., Mattiasson B. Polymeric cryogels as promising materials of biotechnological Interest // Trends Biotechnol. 2003. Vol. 21. P. 445–451. https://doi.org/10.1016/j.tibtech.2003.08.002.</mixed-citation></citation-alternatives></ref><ref id="B46"><label>46.</label><citation-alternatives><mixed-citation xml:lang="en">Baimenov A., Berillo D.A., Poulopoulos S.G., Inglezakis V.J. A review of cryogels synthesis, characterization and applications on the removal of heavy metals from aqueous solutions. Adv. Colloid Interface Sci. 2020;276. 102088. https://doi.org/10.1016/j.cis.2019.102088.</mixed-citation><mixed-citation xml:lang="ru">Baimenov A., Berillo D.A., Poulopoulos S.G., Inglezakis V.J. A review of cryogels synthesis, characterization and applications on the removal of heavy metals from aqueous solutions // Adv. Colloid Interface Sci. 2020. Vol. 276. 102088. https://doi.org/10.1016/j.cis.2019.102088.</mixed-citation></citation-alternatives></ref></ref-list></back></article>
