10.57647/j.jap.2025.0901.15

Dye Remediation from Water using Hematite Nanoparticles through performance of Response surface methodology (RSM), Photo Catalytic degradation and Equilibrium Adsorption Studies

  1. The Rawalpindi Women University, Rawalpindi, 43600, Pakistan

Received: 2024-07-10

Revised: 2025-06-23

Accepted: 2025-07-01

Published in Issue 2025-07-01

How to Cite

Iqbal, T., Bibi, H., & Aziz, S. (2025). Dye Remediation from Water using Hematite Nanoparticles through performance of Response surface methodology (RSM), Photo Catalytic degradation and Equilibrium Adsorption Studies. Anthropogenic Pollution, 9(1). https://doi.org/10.57647/j.jap.2025.0901.15

PDF views: 25

Abstract

Various industries like textile, paint, plastic manufacturing industry discharge harmful dye effluents in clean water reservoirs. Thus the water containing such dyes is unfit for aquatic life as well as humans. This work aimed to investigate the application of Dalbergia Sissoo (DS) sawdust and Acacia nilotica (AN) wood biomass modified Fe2O3 nanoparticles as effective adsorbents in order to take out methylene blue from contaminated water. The morphological studies of plant biomass showed that the surface was uneven having pores of different sizes hence allowing dye adsorption. The bands of various functional groups for example, hydroxyl, carbonyl, and C-H were found in spectra which were responsible for the stabilization of synthesized nanoparticles. Various analytical parameters such as contact time, methylene blue (MB) dye concentration, temperature, weight of adsorbate and photocatalytic degradation on the adsorption was studied. Maximum adsorption capacity qe (5.887 mg g-1) was obtained at the optimized settings. Dye remediation with ANFeNP was expanded up to 96% dye concentration was changed from 20mg/L to 100mg/L. The results best fitted Freundlich isotherm which proposed multi-layered adsorption occurred on adsorbent’s surface. The contact time parameter study revealed maximum dye removal of 97% at 105 minutes. Kinetic studies exhibited that process of adsorption obeys PSO and IPD models, which indicated that chemisorption was followed suggesting the diffusion of adsorbate in inner layers of adsorbent’s surface. With change in adsorbent’s dose from 0.1g to 0.5g, percentage removal was increased up to 96%. The photocatalytic activity of adsorbent at 120 minutes showed dye removal with a percentage of 97. The investigational data accurately fitted to Langmuir and Freundlich isotherms. Thermodynamic calculations indicated feasible adsorption which is also automatic and heat-absorbing.  Statistical optimization studies were done using Response Surface methodology (RSM). The value of predicted and adjusted R2 indicates excellent relationship between predicted and experimental responses. Response surface methodology and central composite design were also applied to experimental data to predict the effect of multiple parameters revealing good correspondence between these parameters revealing good correspondence between these parameters.

Keywords

  • Statistical study,
  • Adsorption parameters,
  • Kinetics,
  • Thermodynamic,
  • Water contaminants,
  • Green Synthesis

References

  1. Yeow, P. K., Wong, S. W., & Hadibarata, T. (2021). Removal of Azo and Anthraquinone Dye by Plant Biomass as Adsorbent – A Review. Biointerface Research in Applied Chemistry, 8218-8232 https://doi.org/10.33263/BRIAC111.82188232.
  2. Gul, S., Gul, H., Gul, M., Khattak, R., Rukh, G., Khan, M., & Aouissi, H. (2022). Enhanced Adsorption of Rhodamine B on Biomass of Cypress/False Cypress (Chamaecyparis lawsoniana) Fruit: Optimization and Kinetic Study. MDPI, 1-12 https://doi.org/10.3390/w14192987.
  3. Siddiqui, H., Uddin, M., Issac, R., & Aldosari, O. (2022). An Effective Biomass for the Adsorption of Methylene Blue Dye and Treatment of River Water. Adsorption Science and Technology, 1-13 https://doi.org/10.1155/2022/4143138.
  4. Singh, S., Prajapati, A., Chakraborty, J., & Mondal, M. (2021). Adsorption potential of biochar obtained from pyrolysis of raw and torrefied Acacia nilotica towards removal of methylene blue from synthetic wastewater. Springer, 1-22 https://link.springer.com/article/10.1007/s13399-021-01645-0.
  5. Carneiro, M., Barros, A., Morais, A., Carvalho Melo, A., Bezerra, R., Osajima, J., & Silva-Filho, E. (2022). Application of Water Hyacinth Biomass (Eichhornia crassipes) as an Adsorbent for Methylene Blue Dye from Aqueous Medium:Kinetic and Isothermal study. MDPI, 1-21 https://doi.org/10.3390/polym14132732.
  6. Hambisa, A. A., Senbeto, B. C., Ejigu, G. H., & Regasa, B. M. (2022). Adsorption studies of methyl orange dye removal from aqueous solution using Anchote peel based agricultural waste adsobent. Applied Water Science, 1-11 http://dx.doi.org/10.1007/s13201-022-01832-y.
  7. Alhogbi, B. G. (2022). Lignocellulosic Biomass Waste Adsorbent for Removal of Dye from Aqueous Solution, Journel of sustainable development, 63-70 https://doi.org/10.5539/jsd.v15n4p63.
  8. Ajaelu, C. J., Oyedele, O., Ikotun, A. A., & Faboro, E. O. (2023). Safranin O dye removal using Senna fistula activated biomass: Kinetic, equilibrium and thermodynamic studies, Journal of the Nigerian Society of Physical Sciences, 1-9 https://doi.org/10.46481/jnsps.2023.951.
  9. Farhan, A. M., Zaghair, A. M., & Abdullah, H. I. (2022). Adsorption study of Rhodamine-B Dye on plant (Citrus Leaves). Bhaghdad Science Journel , 838-846 http://dx.doi.org/10.21123/bsj.2022.19.4.0838
  10. Garg, V., Amita, M., Kumar, R., & Gupta, R. (2004). Basic Dye (methylene blue) removal from stimulated wastewater by adsorption using Indian Rosewood sawdust: a timber industry waste. ELSEVIER, 244-250 http://dx.doi.org/10.1016/j.dyepig.2004.03.005.
  11. Slama, H.B., Chenari Bouket, A., Pourhassan, Z., Alenezi, F.N., Silini, A., Cherif-Silini, H., Oszako, T., Luptakova, L., Goli´nska, P., & Belbahri, L. (2022). Diversity of Synthetic Dyes from Textile Industries, Discharge Impacts and Treatment Methods. Appl. Sci., 6255 http://dx.doi.org/10.3390/app11146255.
  12. Sackey, E., Song, Y., Yu, Y., & Zhuang, H. (2021). Biochars derived from bamboo and rice straw for sorption of basic red dyes. PLOS ONE, 1-20. https://doi.org/10.1371/journal.pone.0254637
  13. Pipíška, M., Krajčíková, E., Hvostik, M., Frišták, V., ˇDuriška, L., ˇCernicˇková, I., Kanuchová, M., Conte, P., & Soja. G. (2022). Biochar from Wood Chips and Corn Cobs for Adsorption of Thioflavin T and Erythrosine B. Materials , 1-20 https://doi.org/10.3390/ma15041492
  14. Bokov, D., Jalil, A. T., Chupradit, S., Suksatan, W., Ansari, M. J., & Shewael, I. H. (2021). Nanomaterials by Sol-Gel Method: Synthesis and Application. Advances in Materials Science and engineering, 1-21 https://doi.org/10.1155/2021/5102014
  15. Sahmoune, M. N., & Yeddou, A. R. (2016). Potential of sawdust materials for the removal of dyes and heavy metals: examination of isotherms and kinetics. Desalination and Water Treatment, 1-16 https://doi.org/10.1080/19443994.2015.1135824
  16. Ghosh, N., Sen, S., Biswas, G., Saxena, A., & Halder, K. P. (2023). Adsorption and Desorption Study of Reusable Magnetic Iron Oxide Nanoparticles Modified with Justicia adhatoda Leaf Exract for the Removal of Textile Dye and Antibiotic. Water Air Soil Pollut., 1-18 https://doi.org/10.1007/s11270-023-06217-8
  17. Yari, A., Sedaghat, S., & Delbari, A. S. (2021). Facile Green Preparation of nano-scale silver particles using Chenopodium botrys Water Extract for Removal of Dyes from Aqueous Solution. Nanostructure in Chemistry, 1-13. https://doi.org/10.1007/s40097-020-00377-3
  18. Cao, M., Shen, Y., Yan, Z., Wei, Q., Jiao, T., Shen, Y., et al. (2021). Extraction-like removal of organic dyes from polluted water by by the graphene oxide/PNIPAM composite system. Chemical Engineering Journel, 1-9. https://doi.org/10.1016/j.cej.2020.126647
  19. Zayed, M. A., Abdel-Gawad, S. A., Abdel-Aziz, H. M., & Abo-Ayad, Z. A. (2023). Green Synthesis of Nano-Zero-Valent Copper from the D-Blue 60 Textile Dye Removal from Aqueous Medium. Int J Environ Res , 1-12. http://dx.doi.org/10.1007/s41742-022-00499-2
  20. Saied, E., Salem, S., Al-Askar, A., Elkady, F., Arishi, A., & Hashem, A. (2022). Mycosynthesis of Hematite (Fe2O3) Nanoparticles Using Aspergillus niger and Their Antimirobial and Photocatalytic Activities. Bioengineering, 1-18. https://doi.org/10.3390/bioengineering9080397
  21. Bokov, D., Jalil, A. T., Chupradit, S., Suksatan, W., Ansari, M. J., Shewael, I. H. (2021). Nanomaterials by Sol-Gel Method: Synthesis and Application. Advances in Materials Science and engineering , 1-21. http://dx.doi.org/10.1155/2021/5102014
  22. Hasany, S. F., Ahmed, I., J, R., & Rehman, A. (2012). Systematic Review of the Preparation Techniques of Iron Oxide Magnetic Nanoparticles. Nanoscience and Nanotechnology, 148-158. 10.5923/j.nn.20120206.01
  23. Roy, A., Singh, V., Sharma, S., Ali, D., Azad, A. K., Kumar, G., et al. (2021). Antibacterial and Dye Degradation Activity of Green Synthesized Iron Nanoparticles. Nanomaterials, 1-6. https://doi.org/10.1155/2022/3636481
  24. Nkosinathi, D. G., Albertos, B. K., Jabulani, S. S., Siphephelo, M. S., & Pullabhotla, R. V. (2020). Biosynthesis, Characterization and Application of Iron Nanoparticles: in Dye Removal and as Antimicrobial Agent. Water Air Soil Pollut , 1-10. https://link.springer.com/article/10.1007/s11270-020-04498-x
  25. Ying, S., Guan, Z., Ofoegbu, P. C., Clubb, P., Rico, C., He, F., & Hong, J. (2022). Green synthesis of nanoparticles: Current developments and limitations. Environmental Technology & Innovation , 20. https://doi.org/10.1016/j.eti.2022.102336
  26. Al-Hakkani, M. F., Gouda, G. A., & Hassan, S. H. (2021). A review of green methods for phyto-fabrication of hematite (α-Fe2O3) nanoparticles and their characterization, properties, and applications. Heliyon , 1-16. https://doi.org/10.1016/j.heliyon.2020.e05806
  27. Khan, I., Saeed, K., & Khan, I. (2017). Nanoparticles: Properties, applications, and toxicities. Arabian Journal of Chemistry, 909-927. http://dx.doi.org/10.1016/j.arabjc.2017.05.011
  28. Benkovic, M., Valinger, D., Jurina, T., Gajdos Kljusuric, J., & Jurinjak Tusek, A. (2023). Biocatalysis as a Green Approach for Synthesis of Iron Nanoparticles_ Batch and Microflow Process Comparison. MDPI, 1-21. https://doi.org/10.3390/catal13010112
  29. Yadav, V., Amari, A. G., Elboughdiri, N., Eltayeb, L., & Fulekar, M. (2023). Treatment of Fly-Ash-Contaminated Wastewater Loaded with Heavy Metals by Using Fly-Ash-Synthesized Iron Oxide Nanoparticles. MDPI, 1-20. https://doi.org/10.3390/w15050908
  30. Noredinvand, B. K., Takdastan, A., & Yengejeh, R. J. (2016). Removal of organic matter from drinking water by single and dual media filtration: a comparative pilot study. Desalination and water treatment, 57(44), 20792-20799. http://dx.doi.org/10.1080/19443994.2015.1110718
  31. Roosta, M., Ghaedi, M., Daneshfar, A., & Sahraei, R. (2014). Experimental design-based response surface methodology optimization of ultrasonic assisted adsorption of safranin O by tin sulfide nanoparticle loaded on activated carbon. ELSEVIER, 223-231. https://doi.org/10.1016/j.saa.2013.10.116
  32. Yousefzadeh, Y., Izadkhah, V., Sobhanardakani, S., Lorestani, B., & Alavinia, S. (2024). UiO-66-NH2/guanidine-functionalized chitosan: a new bio-based reusable bifunctional adsorbent for removal of methylene blue from aqueous media. International Journal of Biological Macromolecules, 254, 127391. https://doi.org/10.1016/j.ijbiomac.2023.127391
  33. Iqbal, T., Iqbal, S., Batool, F., Thomas, D., & Iqbal, M. M. H. (2021). Utilization of a newly developed nanomaterial based on loading of biochar with hematite for the removal of cadmium ions from aqueous media. Sustainability, 13(4), 2191. https://doi.org/10.3390/su13042191
  34. Ajaelu, C. J., Oyedele, O., Ikotun, A. A., & Faboro, E. O. (2023). Safranin O dye removal using Senna fistula activated biomass: Kinetic, equilibrium and thermodynamic studies, Journal of the Nigerian Society of Physical Sciences, 1-9. https://doi.org/10.46481/jnsps.2023.951
  35. Scimeca, M., Bischetti, S., Lamsira, H. K., Bonfiglio, R., & Bonanno, E. (2018). Energy Dispersive X-ray (EDX) microanalysis: A powerful tool in biomedical research and diagnosis. European journal of histochemistry ,q1 EJH, 2841. https://doi.org/10.4081/ejh.2018.2841
  36. Bishnoi, S., Kumar, A., & Selvaraj, R. (2017). Facile synthesis of magnetic iron oxide nanoparticles using inedible Cynometra ramiflora. Material Research Bulletin, 1-27. http://dx.doi.org/10.1016/j.materresbull.2017.08.040
  37. Oyewo, O. A., Adeniyi, A., Sithole, B. B., & Onyango, M. S. (2020). Sawdust-Based Cellulose Nanocrystals Incorporated with ZnO Nanoparticles as Efficient Adsorption Media in the Removal of Methylene Blue Dye. ACS omega, 18798-18807 https://doi.org/10.1021/acsomega.0c01924
  38. Azraa, A., Jain, K., Tong, K.S., Rozaini, C.A. and Tan, L.S. (2012). Equilibrium, Kinetic and Thermodynamic Studies on the Adsorption of Direct Dye onto a Novel Green Adsorbent Developed from Uncaria Gambir Extract. Journal of Physical Science, 1-13. DOI not available
  39. N. El Messaoudi, A. Lacherai, M. El Khomri, S. Bentahar, and M. Ezahri, (2017). Kinetic and thermodynamic studies of adsorption of cationic dye on wood cores of jujube in aqueous solution. International Journal of Engineering Research & Technology, 1671–1678. DOI not available
  40. Dada, O., Olatunya, A., Olalekan, A. P., & Dada, A. O. (2012). Langmuir, Freundlich, Temkin and Dubinin-Radushkevich Isotherms Studies of Equilibrium Sorption of Zn+2 Unto Phosphoric Acid Modified Rice Husk. Journel of Applied Chemistry, 38-45 http://dx.doi.org/10.9790/5736-0313845.
  41. Iqbal, T., Batool, F., & Iqbal, S. (2023). Exploration of haematite-loaded rice husk biochar as a low-cost nanosorbent to remove Cr (III) from the aqueous media. Chemistry and Ecology, 1-18 http://dx.doi.org/10.1080/02757540.2023.2188205.
  42. Toaufik, N., Elmchaouri, A., Mahmoudi, E, S., Korili, S. A., & Gil, A. (2021). Comparative analysis study by response surface methodology and artificial neural network on salicylic acid adsorption optimization using activated carbon. Environmental Nanotechnology, Monitoring & Management, 1-10 http://dx.doi.org/10.1016/j.enmm.2021.100448.
  43. Hassan, M.H., Othman, A.R. & Kamaruddin, S. (2017). The use of response surface methodology (RSM) to optimize the acid digestion parameters in fiber volume fraction test of aircraft composite structures. Int J Adv Manuf Technol 90, 3739–3748 http://dx.doi.org/10.1007/s00170-016-9683-0.
  44. Omrani, M., Fataei, E. (2018). Synthesizing Colloidal Zinc Oxide Nanoparticles for Effective Disinfection; Impact on the Inhibitory Growth of Pseudomonas aeruginosa on the Surface of an Infectious Unit. Polish Journal of Environmental Studies, 27(4), 1639-1645. https://doi.org/10.15244/pjoes/77096
  45. Reza Fekri, Seyed-Ahmad Mirbagheri, Ebrahim Fataei, Gholamreza Ebrahimzadeh-Rajaei, Lobat Taghavi. Green synthesis of CuO nanoparticles using Peganum harmala extract for photocatalytic and sonocatalytic degradation of reactive dye and organic compounds. Main Group Chemistry 2022, 21 (4) , 975-996. https://doi.org/10.3233/MGC-220045
  46. Sasani, M.; Fataei, E.; Safari, R.; Nasehi, F.; Mosayyebi, M. Antimicrobial Potentials of Iron Oxide and Silver Nanoparticles Green-Synthesized in Fusarium solani. J. Chem. Health Risks 2023, 13, 95–104, 10.22034/jchr.2021.1928198.1293
  47. Sadr, S., Langroudi, A. E., Nejaei, A., Rabiee, A., & Mansouri, N. (2021). Arsenic and Lead Removal from Water by Nano-photocatalytic Systems (A Review). Anthropogenic Pollution, 5(1). https://doi.org/10.22034/ap.2021.1924078.1094
  48. Eskandari Makvand, M., Sabzalipour, S., Cheraghi, M., & Orak, N. (2021). Removal of Malathion on Carbon using Iron Oxide Nanoparticles (Fe3O4) in Aquatic Environments. Anthropogenic Pollution, 5(2). https://doi.org/10.22034/ap.2021.1931622.1109