ANN Modelling of the Adsorption of Herbicides and Pesticides Based on Sorbate-Sorbent Interphase

Adewale George Adeniyi1, Chinenye Adaobi Igwegbe2, Joshua O. Ighalo2
1Department of Chemical Engineering, University of Ilorin, P. M. B. 1515, Ilorin, Nigeria
2Department of Chemical Engineering, Nnamdi Azikiwe University, P. M. B., 5025, Awka, Nigeria

Tóm tắt

Từ khóa


Tài liệu tham khảo

Cosgrove S, Jefferson B, Jarvis P (2019) Pesticide removal from drinking water sources by adsorption: a review. Environ Technol Rev 8(1):1–24

Ighalo JO, Ajala OJ, Adeniyi AG, Babatunde EO, Ajala MA (2020) Ecotoxicology of glyphosate and recent advances in its mitigation by adsorption. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-020-11521-5

Foo K, Hameed B (2010) Detoxification of pesticide waste via activated carbon adsorption process. J Hazard Mater 175(1–3):1–11

Ighalo JO, Adeniyi AG (2020) A comprehensive review of water quality monitoring and assessment in Nigeria. Chemosphere 260:127569. https://doi.org/10.1016/j.chemosphere.2020.127569

Efsa EFSA (2015) Conclusion on the peer review of the pesticide risk assessment of the active substance glyphosate. EFSA J 13(11):4302. https://doi.org/10.2903/j.efsa.2015.4302

Ighalo JO, Adeniyi AG, Adeniran JA, Ogunniyi S (2020) A systematic literature analysis of the nature and regional distribution of water pollution sources in Nigeria. J Cleaner Prod. https://doi.org/10.1016/j.jclepro.2020.124566

Ighalo JO, Adeniyi AG, Adelodun AA (2021) Recent advances on the adsorption of herbicides and pesticides from polluted waters: performance evaluation via physical attributes. J Ind Eng Chem 93:117–137. https://doi.org/10.1016/j.jiec.2020.10.011

Mojiri A, Zhou JL, Robinson B, Ohashi A, Ozaki N, Kindaichi T, Farraji H, Vakili M (2020) Pesticides in aquatic environments and their removal by adsorption methods. Chemosphere:126646

Chen X, Zhou Q, Liu F, Peng Q, Teng P (2019) Removal of nine pesticide residues from water and soil by biosorption coupled with degradation on biosorbent immobilized laccase. Chemosphere 233:49–56

Derco J, Vrana B (2018) Introductory Chapter: Biosorption. In: Biosorption. Intech Open, London, pp 1–19. https://doi.org/10.5772/intechopen.78961

Adeniyi AG, Ighalo JO (2019) Biosorption of pollutants by plant leaves: an empirical review. J Environ Chem Eng 7(3):103100. https://doi.org/10.1016/j.jece.2019.103100

Anastopoulos I, Robalds A, Tran HN, Mitrogiannis D, Giannakoudakis DA, Hosseini-Bandegharaei A, Dotto GL (2018) Removal of heavy metals by leaves-derived biosorbents. Environ Chem Lett 17:755–766. https://doi.org/10.1007/s10311-018-00829-x

Anastopoulos I, Bhatnagar A, Bikiaris DN, Kyzas GZ (2017) Chitin adsorbents for toxic metals: a review. Int J Mol Sci 18(1):114. https://doi.org/10.3390/ijms18010114

Eletta OAA, Ighalo JO (2019) A review of fish scales as a source of biosorbent for the removal of pollutants from industrial effluents. J Res Inform Civil Eng 16(1):2479–2510. https://doi.org/10.13140/RG.2.2.20511.61604

Ahmed S, Ahmad M, Swami BL, Ikram S (2016) A review on plants extract mediated synthesis of silver nanoparticles for antimicrobial applications: a green expertise. J Adv Res 7:17–28

Sushman D, Richa S (2015) Use of nanoparticles in water treatment: a review. Int Res J Environ Sci 4(10):103–106

Tarannum N, Khan R (2020) Cost-effective green materials for the removal of pesticides from aqueous medium. In: Green Materials for Wastewater Treatment. Springer, pp 99–130

Ighalo JO, Adeniyi AG (2020) Adsorption of pollutants by plant bark derived adsorbents: an empirical review. J Water Process Eng 35:101228. https://doi.org/10.1016/j.jwpe.2020.101228

Igwegbe CA, Oba SN, Aniagor CO, Adeniyi AG, Ighalo JO (2020) Adsorption of ciprofloxacin from water: a comprehensive review. J Ind Eng Chem 93:57–77. https://doi.org/10.1016/j.jiec.2020.09.023

Ighalo JO, Adelodun AA, Adeniyi AG, Igwegbe CA (2020) Modelling the effect of sorbate-sorbent interphase on the adsorption of pesticides and herbicides by historical data design. Iranica J Energy Environ 11(4):253–259. https://doi.org/10.5829/ijee.2020.11.04.02

Özşahin Ş (2012) The use of an artificial neural network for modeling the moisture absorption and thickness swelling of oriented strand board. BioResources 7(1):1053–1067

Ighalo JO, Adeniyi AG, Marques G (2020) Application of artificial neural networks in predicting biomass higher heating value: an early appraisal. energy sources, part a: recovery, utilization, and environmental effects. https://doi.org/10.1080/15567036.2020.1809567

Shafeeyan MS, Wan Daud WMA, Houshmand A, Shamiri A (2010) A review on surface modification of activated carbon adsorption. J Anal Appl Pyrol 89:143–151

Adelodun AA, Kim KH, Ngila JC, Szulejko JE (2015) A review of the effect of amination pretreatment for selective CO2 separation. Appl Energy 158:631–642

Ighalo JO, Adeniyi AG, Marques G (2020) Application of linear regression algorithm and stochastic gradient descent in machine learning environment for predicting biomass higher heating value. Biofuels, Bioprod Biorefin 14(6):1286–1295. https://doi.org/10.1002/bbb.2140

Dubey AK, Gupta U, Jain S (2018) Comparative study of K-means and fuzzy C-means algorithms on the breast cancer data. Int J Adv Sci, Eng Inform Technol 8(1):18–29

Adeniyi AG, Ighalo JO, Odetoye TE (2019) Response surface modelling and optimisation of biodiesel production from Avocado plant (Persea americana) oil. Indian Chem Eng 62(3):243–250. https://doi.org/10.1080/00194506.2019.1658546

Arroyave JM, Waiman CC, Zanini GP, Avena MJ (2016) Effect of humic acid on the adsorption/desorption behavior of glyphosate on goethite. Isotherms and kinetics. Chemosphere 145:34–41