TY  - JOUR
T1  - Numerical Approximation Tool Prediction on Potential Broad Application of Subsurface Vertical Flow Constructed Wetland (SSVF CW) Using Chromium and Arsenic Removal Efficiency Study on Pilot Scale
TT  - Numerical Approximation Tool Prediction on Potential Broad Application of Subsurface Vertical Flow Constructed Wetland (SSVF CW) Using Chromium and Arsenic Removal Efficiency Study on Pilot Scale
AU  - Baquir, Mohammad
AU  - Khalil, Nadeem
AU  - Ayub, Sohail
AU  - Kumar, Manoj
PY  - 2024
DA  - December
Y2  - 2024
DO  - 10.32323/ujma.1542567
JF  - Universal Journal of Mathematics and Applications
JO  - Univ. J. Math. Appl.
PB  - Emrah Evren KARA
WT  - DergiPark
SN  - 2619-9653
SP  - 170
EP  - 179
VL  - 7
IS  - 4
LA  - en
AB  - This study investigates the potential broad application of Subsurface Vertical Flow Constructed Wetlands (SSVF CWs) for heavy metal remediation, focusing on Chromium (Cr) and Arsenic (As) removal efficiency. A pilot-scale experimental setup was employed, utilizing a SSVF CW filled with 12 mm gravel and 2 mm coarse sand, planted with Phragmites Australis. The research, conducted over 366 days, aimed to develop a numerical approximation tool to predict the performance and applicability of SSVF CWs in various environmental conditions. The experimental system operated at a hydraulic loading rate of $98-111 \mathrm{~mm} / \mathrm{d}$ and a hydraulic retention time of 6 days. Results showed average removal efficiencies of $44.87 \pm 9.52 \%$ for Cr and $43.16 \pm 9.43 \%$ for As. A mass balance analysis revealed that substrate accumulation was the primary mechanism for heavy metal removal, accounting for $29 \%$ of Cr and $26 \%$ of As removal. Plant uptake contributed to $3.5-9.9 \%$ of Cr and $0.3-$ $8.8 \%$ of As removal. Based on these findings, a numerical model was developed to simulate SSVF CW performance under varying environmental and operational parameters. The model incorporated factors such as influent concentrations, hydraulic loading rates, substrate composition, and plant species. Validation against experimental data showed good agreement, with an $\mathrm{R}^{2}$ value of 0.89 . The numerical tool was then used to predict SSVF CW performance across a range of scenarios, indicating potential broad applications in industrial wastewater treatment, mine drainage remediation, and contaminated groundwater cleanup. This study provides valuable insights into the scalability and versatility of SSVF CWs for heavy metal removal, offering a sustainable and cost-effective solution for water treatment challenges.
KW  - Heavy metals
KW  - India
KW  - Macrophytes
KW  - Sewage
KW  - Wetlands
N2  - This study investigates the potential broad application of Subsurface Vertical Flow Constructed Wetlands (SSVF CWs) for heavy metal remediation, focusing on Chromium (Cr) and Arsenic (As) removal efficiency. A pilot-scale experimental setup was employed, utilizing a SSVF CW filled with 12 mm gravel and 2 mm coarse sand, planted with Phragmites Australis. The research, conducted over 366 days, aimed to develop a numerical approximation tool to predict the performance and applicability of SSVF CWs in various environmental conditions. The experimental system operated at a hydraulic loading rate of $98-111 \mathrm{~mm} / \mathrm{d}$ and a hydraulic retention time of 6 days. Results showed average removal efficiencies of $44.87 \pm 9.52 \%$ for Cr and $43.16 \pm 9.43 \%$ for As. A mass balance analysis revealed that substrate accumulation was the primary mechanism for heavy metal removal, accounting for $29 \%$ of Cr and $26 \%$ of As removal. Plant uptake contributed to $3.5-9.9 \%$ of Cr and $0.3-$ $8.8 \%$ of As removal. Based on these findings, a numerical model was developed to simulate SSVF CW performance under varying environmental and operational parameters. The model incorporated factors such as influent concentrations, hydraulic loading rates, substrate composition, and plant species. Validation against experimental data showed good agreement, with an $\mathrm{R}^{2}$ value of 0.89 . The numerical tool was then used to predict SSVF CW performance across a range of scenarios, indicating potential broad applications in industrial wastewater treatment, mine drainage remediation, and contaminated groundwater cleanup. This study provides valuable insights into the scalability and versatility of SSVF CWs for heavy metal removal, offering a sustainable and cost-effective solution for water treatment challenges.
CR  - [1] C. Chen, Recent advances of vertical-flow constructed wetlands for heavy metal pollution treatment, In Proceedings of the 2nd International Conference on Materials Chemistry and Environmental Engineering (CONF-MCEE 2022), 12326 (2022), 233-237). https://doi.org/10.1117/12.2646216
CR  - [2] R.H. Kadlec, S.D. Wallace, Treatment Wetlands, 2nd ed., (2008), CRC Press, Boca Raton. https://doi.org/10.1201/9781420012514
CR  - [3] A.I. Machado, M. Beretta, R. Fragoso, E.D.C.N.F.D.A. Duarte, Overview of the state of the art of constructed wetlands for decentralized wastewater management in Brazil, J. Environ. Manag., 187 (2017), 560-570.
CR  - [4] C.X. Chen, F.J. Yang, Y.Y. Deng, A. Dan, Optimization of constructed wetlands on purifying black-odorous water and their potential purification mechanism, Water Sci. Technol., 86(9) (2022), 2175-2183. https://doi.org/10.2166/wst.2022.351
CR  - [5] T. Carballeira, I. Ruiz, M. Soto, Improving the performance of vertical flow constructed wetlands by modifying the filtering media structure, Environ. Sci. Pollut. R., 28(40) (2021), 56852-56864. https://doi.org/10.1007/s11356-021-14389-1
CR  - [6] Z. Zhou, Q. Alhadidi, K. Quinones Deliz, H. Yamaguchi Greenslet, J.C. Bonzongo, Removal of oxyanion forming elements from contaminated soils through combined sorption onto zero-valent iron (zvi) and magnetic separation: Arsenic and chromium as case studies, Soil Sediment Contam.: An International Journal, 29(2) (2020), 180-191. https://doi.org/10.1080/15320383.2019.1696279
CR  - [7] T. Engida, T. Alemu, J. Wu, D. Xu, Q. Zhou, Z. Wu, Microbial community dynamics and activity in constructed wetland treating agro-industrial and domestic wastewater: A review, Appl. Ecol. Environ. Res., 19(4) (2021), 2667-2687. https://doi.org/10.15666/aeer/1904 26672687
CR  - [8] H. Lin, S. You, L. Liu, Characterization of microbial communities, identification of Cr (VI) reducing bacteria in constructed wetland and Cr (VI) removal ability of Bacillus Cereus, Sci. Rep-UK 2019, 9(1) (2019), 12873. https://doi.org/10.1038/s41598-019-49333-4
CR  - [9] L. Marchand, M. Mench, D.L. Jacob, M.L. Otte, Metal and metalloid removal in constructed wetlands, with emphasis on the importance of plants and standardized measurements: A review, Environ. Pollut., 158(12) (2010), 3447-3461.
CR  - [10] X. Zhang, S. Zhao, J. Gao, Y. Lei, Y. Yuan, Y. Jiang, Z. Xu, C. He, Microbial action and mechanisms for Cr (VI) removal performance by layered double hydroxide modified zeolite and quartz sand in constructed wetlands, J. Environ. Manage., 246 (2019), 636-646.
CR  - [11] O. Shelef, A. Gross, S. Rachmilevitch, Role of plants in a constructed wetland: Current and new perspectives, Water, 5(2) (2013), 405-419. https://doi.org/10.3390/w5020405
CR  - [12] B. Zhang, Z. Wang, J. Shi, H. Dong, Sulfur-based mixotrophic bio-reduction for efficient removal of chromium (VI) in groundwater, Geochim. Cosmochim. Ac., 268 (2020), 296-309. https://doi.org/10.1016/j.gca.2019.10.011
CR  - [13] M. Gheju, I. Balcu, Removal of chromium from Cr (VI) polluted wastewaters by reduction with scrap iron and subsequent precipitation of resulted
cations, J. Hazard Mater, 196 (2011), 131-138. https://doi.org/10.1016/j.jhazmat.2011.09.002
CR  - [14] M.A. Maine, N. Sune, H. Hadad, G. Sanchez, C. Bonetto, Removal efficiency of a constructed wetland for wastewater treatment according to vegetation dominance, Chemosphere, 68(6) (2007), 11051113. https://doi.org/10.1016/j.chemosphere.2007.01.064
CR  - [15] J. Vymazal, T. Brezinova, M. Kozeluh, Occurrence and removal of estrogens, progesterone and testosterone in three constructed wetlands treating municipal sewage in the Czech Republic, Sci. Total Environ., 536 (2015), 625-631. https://doi.org/10.1016/j.scitotenv.2015.07.077
CR  - [16] P.S. Ghosal, K.V. Kattil, M.K. Yadav, A.K. Gupta, Adsorptive removal of arsenic by novel iron/olivine composite: Insights into preparation and adsorption process by response surface methodology and artificial neural network, J. Environ. Manage., 209 (2018), 176-187.
https://doi.org/10.1016/j.jenvman.2017.12.040
CR  - [17] D. You, H. Shi, L. Yang, P. Shao, X. Luo, K. Yin, S. Luo, Tuning the effective utilization of adsorption sites in La-MOFs via a steric hindrance effect towards enhanced As (III) removal, Environ. Sci. Nano, 8(11) (2021), 3387-3394. https://doi.org/10.1039/d1en00608h
CR  - [18] M.A. Maine, N. Sune, H. Hadad, G. Sanchez, C. Bonetto, Nutrient and metal removal in a constructed wetland for wastewater treatment from a metallurgic industry, Ecol. Eng., 26(4) (2006), 341-347. https://doi.org/10.1016/j.ecoleng.2005.12.004
CR  - [19] P.A. Mays, G.S. Edwards, Comparison of heavy metal accumulation in a natural wetland and constructed wetlands receiving acid mine drainage, Ecol. Eng., 16(4) (2001), 487-500. https://doi.org/10.1016/S0925-8574(00)00112-9
CR  - [20] H.R. Hadad, M.A. Maine, C.A. Bonetto, Macrophyte growth in a pilot-scale constructed wetland for industrial wastewater treatment, Chemosphere, 63(10) (2006), 1744-1753. https://doi.org/10.1016/j.chemosphere.2005.09.014
CR  - [21] E. Lesage, D.P. Rousseau, E. Meers, F.M. Tack, N. De Pauw, Accumulation of metals in a horizontal subsurface flow constructed wetland treating domestic wastewater in Flanders, Belgium, Sci. Total Environ., 380(1-3) (2007), 102-115. https://doi.org/10.1016/j.scitotenv.2006.10.055
CR  - [22] C. Avila, J.M. Bayona, I. Martin, J.J. Salas, J. Garcia, Emerging organic contaminant removal in a full-scale hybrid constructed wetland system for wastewater treatment and reuse, Ecol. Eng., 80 (2015), 108-116. https://doi.org/10.1016/j.ecoleng.2014.07.056
CR  - [23] Z. Huang, X. Zhang, L. Cui, G. Yu, Optimization of operating parameters of hybrid vertical down-flow constructed wetland systems for domestic sewerage treatment, J. Environ. Manage., 180 (2016), 384-389. https://doi.org/10.1016/j.jenvman.2016.05.060
CR  - [24] H.I. Mustapha, J.J.A. Van Bruggen, P.N.L. Lens, Fate of heavy metals in vertical subsurface flow constructed wetlands treating secondary treated petroleum refinery wastewater in Kaduna, Nigeria, Int. J. Phytoremediat., 20(1) (2018), 44-53. https://doi.org/10.1080/15226514.2017.1337062
CR  - [25] M. Huber, A. Welker, M. Dierschke, J.E. Drewes, B. Helmreich, A novel test method to determine the filter material service life of decentralized systems treating runoff from traffic areas, J. Environ. Manage., 179 (2016), 66-75. https://doi.org/10.1016/j.jenvman.2016.05.003
CR  - [26] C.C. Muoghalu, P.A. Owusu, S. Lebu, A. Nakagiri, S. Semiyaga, O.T. Iorhemen, M. Manga, Biochar as a novel technology for treatment of onsite domestic wastewater: A critical review, Front. Environ. Sci., 11 (2023), 1095920. https://doi.org/10.3389/fenvs.2023.1095920
CR  - [27] S. Yan, Q. Ling, Z. Bao, Z. Chen, S. Yan, Z. Dong, B. Zhang, B. Deng, Cadmium accumulation in Pak Choi (Brassica Chinensis L.) and estimated dietary intake in the suburb of Hangzhou city, China, Food Addit. Contam. Part B, 2(1) (2009), 74-78. https://doi.org/10.1080/02652030902991649
CR  - [28] K. Samal, R.R. Dash, P. Bhunia, Treatment of wastewater by vermifiltration integrated with macrophyte filter: A review, J. Environ. Chem. Eng., 5(3) (2017), 2274-2289. https://doi.org/10.1016/j.jece.2017.04.026
CR  - [29] G. Yu, G. Wang, T. Chi, C. Du, J. Wang, P. Li, Y. Zhang, S. Wang, K. Yang, Y. Long, H. Chen, Enhanced removal of heavy metals and metalloids by constructed wetlands: A review of approaches and mechanisms, Sci. Total Environ., 821 (2022), 153516. https://doi.org/10.1016/j.scitotenv.2022.153516
CR  - [30] A.I. Stefanakis, Constructed wetlands: description and benefits of an eco-tech water treatment system, In: E. McKeown, G. Bugyi (Eds.), Impact of Water Pollution on Human Health and Environmental Sustainability, 1st ed., IGI Global, (2016), 281-303. http://dx.doi.org/10.4018/978-1-4666-9559-7.ch012
CR  - [31] A.I. Stefanakis, Introduction to constructed wetland technology, In: A.I. Stefanakis (Eds.), Constructed Wetlands For Industrial Wastewater Treatment, 1st ed., John Wiley & Sons, Ltd: Chichester, UK, (2018), 1-21. https://doi.org/10.1002/9781119268376.ch0
CR  - [32] A. Operacz, K. Jozwiakowski, J. Rodziewicz, W. Janczukowicz, P. Bugajski, Impact of climate conditions on pollutant concentrations in the effluent from a one-stage constructed wetland: A case study, Sustainability, 15(17) (2023), 13173. https://doi.org/10.3390/su151713173
CR  - [33] C.A. Madera-Parra, M.R. Pena, E.J. Pena, P.N.L. Lens, Cr (VI) and COD removal from landfill leachate by polyculture constructed wetland at a pilot scale, Environ. Sci. Pollut. R., 22 (2015), 12804-12815. https://doi.org/10.1007/s11356-014-3623-z
CR  - [34] M.Y. Sultana, A.K.M.M.B. Chowdhury, M.K. Michailides, C.S. Akratos, A.G. Tekerlekopoulou, D.V. Vayenas, Integrated Cr (VI) removal using constructed wetlands and composting, J. Hazard Mater, 281 (2015), 106-113. https://doi.org/10.1016/j.jhazmat.2014.06.046
CR  - [35] M.N. Iqbal, A. Ashraf, Environmental pollution: Heavy metals removal from water sources, Int. J. Altern. Fuels Energy, 2(1) (2018), 14-15. https://psmjournals.org/index.php/ijafe/article/view/186
CR  - [36] P.B. Tchounwou, C.G. Yedjou, A.K. Patlolla, D.J. Sutton, Heavy metal toxicity and the environment, In: A. Luch (Eds.), Molecular, Clinical and Environmental Toxicology, Springer Basel AG: Basel, Switzerland, Volume 101: Experientia Supplementum, (2012), 133-164. https://doi.org/10.1007/978-3-7643-8340-4 6
CR  - [37] Y. Yang, Y. Zhao, R. Liu, D. Morgan, Global development of various emerged substrates utilized in constructed wetlands, Bioresour. Technol., 261 (2018), 441-452. https://doi.org/10.1016/j.biortech.2018.03.085
CR  - [38] H. Zhong, N. Hu, Q. Wang, Y. Chen, L. Huang, How to select substrate for alleviating clogging in the subsurface flow constructed wetland?, Sci. Total Environ., 828 (2022), 154529. https://doi.org/10.1016/j.scitotenv.2022.154529
CR  - [39] M.A. Maine, H.R. Hadad, G.A. Di Luca, M. de las Mercedes Mufarrege, G.C. Sanchez, Macrophyte role and metal removal in constructed wetlands for the treatment of effluents from metallurgical industries, In: E.R. Donati(Eds.), Heavy Metals In The Environment: Microorganisms and Bioremediation, CRC Press, Boca Raton, USA, (2018), 302-321. https://www.routledge.com/Heavy-Metals-in-the-EnvironmentMicroorganisms-and-
Bioremediation/Donati/p/book/9781138035805
CR  - [40] K. Ahmad, H. R. Shah, M. Ahmad, M. Ahmed, K. Naseem, N. Riaz, A. Muhammad, A. Ayub, M. Ahmad, Z. Ahmad, A. Munwar, A. Rauf, R. Hussain, M. Ashfaq, Comparative study between two zeolitic imidazolate frameworks as adsorbents for removal of organoarsenic, As (III) and As (V) species from water, Braz. J. Anal. Chem., 9(36) (2022), 78-97. http://dx.doi.org/10.30744/brjac.2179-3425.AR-112-2021
CR  - [41] J. Herrera-Quintero, G. Maya-Toro, K. Colmenares-Vargas, J. Vidal-Prada, D. Barbosa-Trillos, E. Munoz-Mazo, Influence of physicochemical variables on polymer adsorption in porous media, Dyna, 89(220) (2022), 9-18. https://doi.org/10.15446/dyna.v89n220.97440
CR  - [42] S. Zhu, Z. Ye, Z. Liu, Z. Chen, J. Li, Z. Xiang, Adsorption characteristics of polymer solutions on media surfaces and their main influencing factors, Polymers, 13(11) (2021), 1774. https://doi.org/10.3390/polym13111774
CR  - [43] S. Kumar, B. Pratap, D. Dubey, V. Dutta, Removal of nutrients from domestic wastewater using constructed wetlands: Assessment of suitable environmental and operational conditions, Environ. Sustain., 3(4) (2020), 341-352. https://doi.org/10.1007/s42398-020-00124-y
CR  - [44] T. Zheng, X. Lin, J. Xu, J. Ren, D. Sun, Y. Gu, J. Huang, Enhanced nitrogen removal of steel rolling wastewater by constructed wetland combined with sulfur autotrophic Denitrification, Sustainability, 13(3) (2021), 1559 https://doi.org/10.3390/SU13031559
CR  - [45] K. Lizama-Allende, I. Jaque, J. Ayala, G. Montes-Atenas, E. Leiva, Arsenic removal using horizontal subsurface flow constructed wetlands: A sustainable alternative for arsenic-rich acidic waters, Water, 10(10) (2018), 1447. https://doi.org/10.3390/w10101447
CR  - [46] V.A. Papaevangelou, G.D. Gikas, V.A. Tsihrintzis, Chromium removal from wastewater using hsf and vf pilot-scale constructed wetlands: Overall performance, and fate and distribution of this element within the wetland environment, Chemosphere, 168 (2017), 716-730. https://doi.org/10.1016/j.chemosphere.2016.11.002
CR  - [47] K. Lizama-Allende, T.D. Fletcher, G. Sun, The effect of substrate media on the removal of arsenic, boron and iron from an acidic wastewater in planted column reactors, Chem. Eng. J., 179 (2012), 119-130. https://doi.org/10.1016/J.CEJ.2011.10.069
CR  - [48] H.T. Nguyen, B.Q. Nguyen, T.T. Duong, A.T. Bui, H.T., Nguyen, H.T. Cao, N.T. Mai, K.M. Nguyen, T.T. Pham, K.W. Kim, Pilot-scale removal of arsenic and heavy metals from mining wastewater using adsorption combined with constructed wetland, Minerals, 9(6) (2019), 379. https://doi.org/10.3390/MIN9060379
CR  - [49] C.A. Odinga, F.M. Swalaha, F.A.O. Otieno, K.R. Ranjith, F. Bux, Investigating the efficiency of constructed wetlands in the removal of heavy metals and enteric pathogens from wastewater, Environ. Technol. Rev., 2(1) (2013), 1-16. https://doi.org/10.1080/21622515.2013.865086
CR  - [50] U. Kadak, Fractional-type integral operators and their applications to trend estimation of COVID-19, Math. Methods Appl. Sci., 47(5) (2024), 3786-3808. https://doi.org/10.1002/mma.9304
CR  - [51] V.A. Khan, M. Arshad,  M.D. Khan, Some results of neutrosophic normed space via tribonacci convergent sequence spaces, J. Inequal Appl., 2022(1) (2022), 42. https://doi.org/10.1186/s13660-022-02775-3
CR  - [52] N. Raza, M. Kumar, M., Mursaleen, On approximation operators involving tricomi function, Bull. Malays. Math. Sci. Soc., 47(5), (2024), 154. https://doi.org/10.1007/s40840-024-01750-z
CR  - [53] N. Raza, M. Kumar, M.  Mursaleen, Approximation with sz´asz-chlodowsky operators employing general-appell polynomials, J. Inequal Appl., 2024(1) (2024), 26. https://doi.org/10.1186/s13660-024-03105-5
CR  - [54] N. Rao, A.K. Yadav, M. Mursaleen, B.K. Sinha, N.K. Jha, Szasz-beta operators via Hermite polynomial, J. King Saud Univ. Sci., 36(4) (2024), 103120. https://doi.org/10.1016/j.jksus.2024.103120
CR  - [55] N.L. Braha, T. Mansour, & M. Mursaleen, Some approximation properties of parametric Baskakov–Schurer–Szasz operators through a power series
summability method, Complex Anal. Oper. Theory, 18(3) (2024), 71. https://doi.org/10.1007/s11785-024-01510-8
CR  - [56] N.L. Braha, T. Mansour, M. Mursaleen, Approximation properties by b´ezier variant of the baskakov-schurer-sz´asz-stancu operators, Math. Methods Appl. Sci., 47(4) (2024), 2419-2433. https://doi.org/10.1002/mma.9755
CR  - [57] L. Cheregi, M. Mursaleen, Approximation of complex q-beta-baskakov-sz´asz-stancu operators in compact disk, Demonstr. Math., 57(1) (2024), 20230158. https://doi.org/10.1515/dema-2023-0158
CR  - [58] C. DeVore, L. Rodriguez-Freire, N. Villa, M. Soleimanifar, J. Gonzalez-Estrella, A. Ali, J. Lezama-Pacheco, C. Ducheneaux, J. Cerrato, Mobilization of As, Fe, and Mn from contaminated sediment in aerobic and anaerobic conditions: Chemical or microbiological triggers, ACS Earth Space Chem., 6(4) (2022), 16441654. https://doi.org/10.1021/acsearthspacechem.1c00370
CR  - [59] L. Hu, D. Zhang, Y. Qian, Z. Nie, Y. Long, D. Shen, C. Fang, J. Yao, Microbes drive changes in Arsenic species distribution during the landfill process,
Environ. Pollut., 292 Part A (2021), 118322. https://doi.org/10.1016/j.envpol.2021.118322
CR  - [60] Y. Kang, H. Sun, B. Gao, J. Dang, M. Zhang, M. Li, J. Dong, H. Wu, J. Zhang, Z. Guo, Enhanced reduction of Cr (VI) in ironcarbon micro-electrolysis constructed wetlands: Mechanisms of iron cycle and microbial interactions, Chem. Eng. J., 439 (2022), 135742.
https://doi.org/10.1016/j.cej.2022.135742
CR  - [61] R.T. Kapoor, M.F.B. Mfarrej, P. Alam, J. Rinklebe, P. Ahmad, Accumulation of chromium in plants and its repercussion in animals and humans, Environ. Pollut., 301 (2022), 119044. https://doi.org/10.1016/j.envpol.2022.119044
CR  - [62] S. Krishnasamy, R. Lakshmanan, M. Ravichandran, Phytoremediatiation of metal and metalloid pollutants from farmland: An in-situ soil conservation, In: K.F. Mendes, R. Nogueira de Sousa, K.C. Mielke ( Eds.), Biodegradation Technology of Organic and Inorganic Pollutants, IntechOpen, (2021), 303-320.
CR  - [63] A. Kunhikrishnan, G. Choppala, B. Seshadri, H. Wijesekara, N.S. Bolan, K. Mbene, W.I. Kim, Impact of wastewater derived dissolved organic
carbon on reduction, mobility, and bioavailability of As (V) and Cr (VI) in contaminated soils, J. Environ. Manage., 186 (2017), 183-191.
CR  - [64] L. Li, K. Zhang, R.A. Gill, F. Islam, M.A. Farooq, J.Wang, W. Zhou, Ecotoxicological and interactive effects of copper and chromium on physiochemical, ultrastructural, and molecular profiling in Brassica Napus L., BioMed Res. Int., 1 (2018), 1-17. https://doi.org/10.1155/2018/9248123
CR  - [65] K. Lizama-Allende, J. Ayala, I. Jaque, P. Echeverr˜AƒAˆ a, The removal of arsenic and metals from highly acidic water in horizontal subsurface flow constructed wetlands with alternative supporting media, J. Hazard. Mater., 408 (2021), 124832. https://doi.org/10.1016/j.jhazmat.2020.124832
CR  - [66] B. Majumder, S. Das, S. Mukhopadhyay, A.K. Biswas, Identification of arsenic-tolerant and arsenic-sensitive rice (Oryza Sativa L.) cultivars on the basis of arsenic accumulation assisted stress perception, morpho-biochemical responses, and alteration in genomic template stability, Protoplasma, 256 (2019), 193211. https://doi.org/10.1007/s00709-018-1290-5
CR  - [67] D. Raj, S.K. Maiti, Sources, bioaccumulation, health risks and remediation of potentially toxic metal (loid) s (As, Cd, Cr, Pb and Hg): An epitomised review, Environ. Monit. Assess., 192(2) (2020), 108. https://doi.org/10.1007/s10661-019-8060-5
CR  - [68] S. Sultana, M.H. Rashid, S.I. Huq, Arsenic accumulation in crops in relation to their water requirement, The Bangladesh J. Sci. Res., 28 (2016), 171-180. https://doi.org/10.3329/BJSR.V28I2.26789
CR  - [69] M. Wu, Q. Li, X. Tang, Z. Huang, L. Lin, M. Scholz, Arsenic (V) removal in wetland filters treating drinking water with different substrates and plants, Int. J. Environ. An. Ch., 94(6) (2014), 618-638. https://doi.org/10.1080/03067319.2013.864647
CR  - [70] Z. Yuan, W. Gustave, J. Boyle, R. Sekar, J. Bridge, Y. Ren, X. Tang, B. Guo, Z. Chen, Arsenic Behavior across soil-water interfaces in paddy soils: Coupling, decoupling and speciation, Chemosphere, 269 (2020), 128713. https://doi.org/10.1016/j.chemosphere.2020.128713
CR  - [71] Z. Zakaria, N.S. Zulkafflee, N.A. Mohd Redzuan, J. Selamat, M.R. Ismail, S.M. Praveena, G. Toth, A.F. Abdull Razis, Understanding potential heavy metal contamination, absorption, translocation and accumulation in rice and human health risks, Plants, 10(6) (2021), 1070. https://doi.org/10.3390/plants10061070
CR  - [72] M. Balali-Mood, K. Naseri, Z. Tahergorabi, M.R. Khazdair, M. Sadeghi, Toxic Mechanisms of five heavy metals: Mercury, lead, chromium, cadmium,
and arsenic, Front. Pharmacol., 12 (2021), 643972. https://doi.org/10.3389/fphar.2021.643972
UR  - https://doi.org/10.32323/ujma.1542567
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