Nanda, S. & Berruti, F. Municipal solid waste management and landfilling technologies: A review. Environ. Chem. Lett. 19, 14331456 (2021).

Article CAS Google Scholar

Sharma, P. & Kumar, S. Characterization and phytotoxicity assessment of organic pollutants in old and fresh municipal solid wastes at open dump site: A case study. Environ. Technol. Innov. 24, 101938 (2021).

Article CAS Google Scholar

Puntillo, P., Gulluscio, C., Huisingh, D. & Veltri, S. Reevaluating waste as a resource under a circular economy approach from a system perspective: Findings from a case study. Bus. Strateg. Environ. 30, 968984 (2021).

Article Google Scholar

Cheng, S. Y. et al. Landfill leachate wastewater treatment to facilitate resource recovery by a coagulation-flocculation process via hydrogen bond. Chemosphere 262, 127829 (2021).

Article ADS CAS PubMed Google Scholar

Iskander, S. M., Brazil, B., Novak, J. T. & He, Z. Resource recovery from landfill leachate using bioelectrochemical systems: Opportunities, challenges, and perspectives. Biores. Technol. 201, 347354 (2016).

Article CAS Google Scholar

Kurniawan, T. A. et al. Resource recovery from landfill leachate: An experimental investigation and perspectives. Chemosphere 274, 129986 (2021).

Article ADS CAS PubMed Google Scholar

Kurniawan, T. A. et al. Resource recovery toward sustainability through nutrient removal from landfill leachate. J. Environ. Manage. 287, 112265 (2021).

Article CAS PubMed Google Scholar

Ye, W. et al. Sustainable management of landfill leachate concentrate through recovering humic substance as liquid fertilizer by loose nanofiltration. Water Res. 157, 555563 (2019).

Article CAS PubMed Google Scholar

Gu, N., Liu, J., Ye, J., Chang, N. & Li, Y.-Y. Bioenergy, ammonia and humic substances recovery from municipal solid waste leachate: A review and process integration. Biores. Technol. 293, 122159 (2019).

Article CAS Google Scholar

Lin, J. et al. Sustainable management of landfill leachate concentrate via nanofiltration enhanced by one-step rapid assembly of metal-organic coordination complexes. Water Res. 204, 117633 (2021).

Article CAS PubMed Google Scholar

Guo, X.-X., Liu, H.-T. & Wu, S.-B. Humic substances developed during organic waste composting: Formation mechanisms, structural properties, and agronomic functions. Sci. Total Environ. 662, 501510 (2019).

Article ADS CAS PubMed Google Scholar

omiska-Patek, D. & Anielak, A. M. Quantitative balance and analysis of fulvic acids changes in the process of municipal sewage treatment. Water Resour. Ind. 26, 100155 (2021).

Article Google Scholar

Nguyen, H.V.-M., Lee, H.-S., Lee, S.-Y., Hur, J. & Shin, H.-S. Changes in structural characteristics of humic and fulvic acids under chlorination and their association with trihalomethanes and haloacetic acids formation. Sci. Total Environ. 790, 148142 (2021).

Article ADS CAS PubMed Google Scholar

Meng, F., Huang, Q., Yuan, G., Cai, Y. & Han, F. X. New Trends in Removal of Heavy Metals from Industrial Wastewater 131160 (Elsevier, 2021).

Book Google Scholar

Xu, P. et al. The broad application and mechanism of humic acids for treating environmental pollutants: Insights from bibliometric analysis. J. Clean. Prod. 337, 130510 (2022).

Article CAS Google Scholar

Lipczynska-Kochany, E. Humic substances, their microbial interactions and effects on biological transformations of organic pollutants in water and soil: A review. Chemosphere 202, 420437 (2018).

Article ADS CAS PubMed Google Scholar

Piccolo, A., Spaccini, R., De Martino, A., Scognamiglio, F. & di Meo, V. Soil washing with solutions of humic substances from manure compost removes heavy metal contaminants as a function of humic molecular composition. Chemosphere 225, 150156 (2019).

Article ADS CAS PubMed Google Scholar

Kleber, M. & Lehmann, J. Humic substances extracted by alkali are invalid proxies for the dynamics and functions of organic matter in terrestrial and aquatic ecosystems. J. Environ. Qual. 48, 207216 (2019).

Article CAS PubMed Google Scholar

Mahler, C. F., Dal Santo Svierzoski, N. & Bernardino, C. A. R. Chemical characteristics of humic substances in nature. in Humic Substance (2021).

Baccot, C., Pallier, V., Thom, M. T., Thuret-Benoist, H. & Feuillade-Cathalifaud, G. Valorization of extracted organic matter from municipal solid waste leachate: Application to soils from France and Togo. Waste Manage. 102, 161169 (2020).

Article CAS Google Scholar

Vithanage, M., Wijesekara, H. & Mayakaduwa, S. Isolation, purification and analysis of dissolved organic carbon from Gohagoda uncontrolled open dumpsite leachate, Sri Lanka. Environ. Technol. 38, 16101618 (2017).

Article CAS PubMed Google Scholar

Chen, C. et al. Dynamic adsorption models and artificial neural network prediction of mercury adsorption by a dendrimer-grafted polyacrylonitrile fiber in fixed-bed column. J. Clean. Prod. 310, 127511 (2021).

Article CAS Google Scholar

Naddafi, K., Rastkari, N., Nabizadeh, R., Saeedi, R. & Gholami, M. Removal of 2, 4, 6-trichlorophenol from aqueous solutions by cetylpyridinium bromide (CPB)-modified zeolite in batch and continuous systems. Desalin. Water Treat. 86, 131138 (2017).

Article CAS Google Scholar

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. 380, 122513 (2020).

Article CAS Google Scholar

Hethnawi, A., Manasrah, A. D., Vitale, G. & Nassar, N. N. Fixed-bed column studies of total organic carbon removal from industrial wastewater by use of diatomite decorated with polyethylenimine-functionalized pyroxene nanoparticles. J. Colloid Interface Sci. 513, 2842 (2018).

Article ADS CAS PubMed Google Scholar

Chen, S., Bai, S., Ya, R., Du, C. & Ding, W. Continuous silicic acid removal in a fixed-bed column using a modified resin: Experiment investigation and artificial neural network modeling. J. Water Process Eng. 49, 102937 (2022).

Article Google Scholar

Juela, D., Vera, M., Cruzat, C., Astudillo, A. & Vanegas, E. A new approach for scaling up fixed-bed adsorption columns for aqueous systems: A case of antibiotic removal on natural adsorbent. Process Saf. Environ. Prot. 159, 953963 (2022).

Article CAS Google Scholar

Chowdhury, S. & Saha, P. D. Artificial neural network (ANN) modeling of adsorption of methylene blue by NaOH-modified rice husk in a fixed-bed column system. Environ. Sci. Pollut. Res. 20, 10501058 (2013).

Article CAS Google Scholar

Raguraj, S., Kasim, S., Jaafar, N. M., Nazli, M. H. & Amali, R. K. A. A comparative study of tea waste derived humic-like substances with lignite-derived humic substances on chemical composition, spectroscopic properties and biological activity. Environ. Sci. Pollut. Res. 29, 6063160640 (2022).

Article CAS Google Scholar

Mallick, S. P. Method Development for Aquatic Humic Substance Isolation and Its Application to Landfill Leachate (Lamar University-Beaumont, 2017).

Google Scholar

Chen, C.-Y., Li, W.-T. & Pan, S.-Y. Performance evaluation of cascade separation for a humic substance and nutrient recovery from piggery wastewater toward a circular bioeconomy. ACS Sustain. Chem. Eng. 9, 81158124 (2021).

Article CAS Google Scholar

Liu, H., Li, Y., Yang, H., Siddique, M. S. & Yu, W. The characters of dissolved organic matters from litter-mimic with the different humification states and their effects on drinking water treatment processes. Sci. Total Environ. 861, 160470 (2023).

Article ADS CAS PubMed Google Scholar

Hughes, D., Holliman, P., Jones, T., Butler, A. J. & Freeman, C. Rapid, semi-automated fractionation of freshwater dissolved organic carbon using DAX 8 (XAD 8) and XAD 4 resins in Tandem. Nat. Sci. 8, 487498 (2016).

CAS Google Scholar

Aslam, M. M. A., Den, W. & Kuo, H.-W. Removal of hexavalent chromium by encapsulated chitosan-modified magnetic carbon nanotubes: Fixed-bed column study and modelling. J. Water Process Eng. 42, 102143 (2021).

Article Google Scholar

Bai, S., Li, J., Ding, W., Chen, S. & Ya, R. Removal of boron by a modified resin in fixed bed column: Breakthrough curve analysis using dynamic adsorption models and artificial neural network model. Chemosphere 296, 134021 (2022).

Article ADS CAS PubMed Google Scholar

Hu, A. et al. Phosphate recovery with granular acid-activated neutralized red mud: Fixed-bed column performance and breakthrough curve modelling. J. Environ. Sci. 90, 7886 (2020).

Article CAS Google Scholar

Feizi, F., Sarmah, A. K. & Rangsivek, R. Adsorption of pharmaceuticals in a fixed-bed column using tyre-based activated carbon: Experimental investigations and numerical modelling. J. Hazard. Mater. 417, 126010 (2021).

Article CAS PubMed Google Scholar

Dalhat, M., Muazu, N. D. & Essa, M. H. Generalized decay and artificial neural network models for fixed-Bed phenolic compounds adsorption onto activated date palm biochar. J. Environ. Chem. Eng. 9, 104711 (2021).

Article CAS Google Scholar

Han, R., Wang, Y., Zou, W., Wang, Y. & Shi, J. Comparison of linear and nonlinear analysis in estimating the Thomas model parameters for methylene blue adsorption onto natural zeolite in fixed-bed column. J. Hazard. Mater. 145, 331335 (2007).

Article CAS PubMed Google Scholar

Callery, O. & Healy, M. G. Predicting the propagation of concentration and saturation fronts in fixed-bed filters. Water Res. 123, 556568 (2017).

Article CAS PubMed Google Scholar

Hosseinzadeh, A. et al. Application of artificial neural network and multiple linear regression in modeling nutrient recovery in vermicompost under different conditions. Biores. Technol. 303, 122926 (2020).

Article CAS Google Scholar

Nuzzo, A., Buurman, P., Cozzolino, V., Spaccini, R. & Piccolo, A. Infrared spectra of soil organic matter under a primary vegetation sequence. Chem. Biol. Technol. Agric. 7, 112 (2020).

Article Google Scholar

Guzeva, A. Geochemical features of humic acids extracted from sediments of urban lakes of the Arctic. Environ. Monit. Assess. 194, 749 (2022).

Article CAS PubMed Google Scholar

Chen, H., Li, Q., Wang, M., Ji, D. & Tan, W. XPS and two-dimensional FTIR correlation analysis on the binding characteristics of humic acid onto kaolinite surface. Sci. Total Environ. 724, 138154 (2020).

Article ADS CAS PubMed Google Scholar

Verrillo, M. et al. Antiflammatory activity and potential dermatological applications of characterized humic acids from a lignite and a green compost. Sci. Rep. 12, 2152 (2022).

Article ADS CAS PubMed PubMed Central Google Scholar

Savy, D., Cozzolino, V., Vinci, G., Nebbioso, A. & Piccolo, A. Water-soluble lignins from different bioenergy crops stimulate the early development of maize (Zea mays, L.). Molecules 20, 1995819970 (2015).

Article CAS PubMed PubMed Central Google Scholar

Santos, J. et al. High-value compounds obtained from grape canes (Vitis vinifera L.) by steam pressure alkali extraction. Food Bioprod. Process. 133, 153167 (2022).

Article CAS Google Scholar

Monda, H., Cozzolino, V., Vinci, G., Spaccini, R. & Piccolo, A. Molecular characteristics of water-extractable organic matter from different composted biomasses and their effects on seed germination and early growth of maize. Sci. Total Environ. 590, 4049 (2017).

Article ADS PubMed Google Scholar

Talat, M. et al. Effective removal of fluoride from water by coconut husk activated carbon in fixed bed column: Experimental and breakthrough curves analysis. Groundw. Sustain. Dev. 7, 4855 (2018).

Article Google Scholar

Alardhi, S. M., Albayati, T. M. & Alrubaye, J. M. Adsorption of the methyl green dye pollutant from aqueous solution using mesoporous materials MCM-41 in a fixed-bed column. Heliyon 6, e03253 (2020).

Article PubMed PubMed Central Google Scholar

Ansari, A., Nadres, E. T., , M. & Rodrigues, D. F. Investigation of the removal and recovery of nitrate by an amine-enriched composite under different fixed-bed column conditions. Process Saf. Environ. Prot. 150, 365372 (2021).

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