International Journal of Neutrosophic Science

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https://doi.org/10.54216/IJNS

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Volume 25 , Issue 1 , PP: 219-227, 2025 | Cite this article as | XML | Html | PDF | Full Length Article

Study of the Effectiveness of the Removal of Heavy Metals from the Irrigation Canal with Cerium Oxide Nanoparticles Using Neu-trosophic Statistics

Juan Clímaco O. Núñez 1 * , Becquer F. Camayo-Lapa 2 , Ever F. Ingaruca-Álvarez 3 , Erick A. Huamán Alvarado 4 , Humberto Dax B. Mancilla 5 , Julio Cesar Álvarez Orellana 6 , Katia Ninozca F. Ledesma 7

  • 1 National University of Central Perú - (ospino303@gmail.com)
  • 2 National University of Central Perú. - (bcamayo@uncp.edu.pe)
  • 3 National University of Central Perú - (eingaruca@uncp.edu.pe)
  • 4 National University of Central Perú - (erickhuaman@uncp.edu.pe)
  • 5 National University of Central Perú - (hbonilla@uncp.edu.pe)
  • 6 National University of Central Perú - (jalvarez@uncp.edu.pe)
  • 7 César Vallejo University. Perú - (Kfloresl1@ucvvirtual.edu.pe)
  • Doi: https://doi.org/10.54216/IJNS.250120

    Received: January 01, 2024 Revised: April 01, 2024 Accepted: June 28, 2024
    Abstract

     For the treatment of contamination produced by the variant presence of heavy metals such as lead (Pb), copper (Cu), zinc (Zn) and arsenic (As) in the waters of the Irrigation Canal of the Left Bank of the Mantaro River (CIMIRM is Spanish), a purification procedure was carried out using different doses of cerium oxide nanoparticles (CeO2) and evaluating their effectiveness in the elimination of these metals in the aforementioned mass of water. As a first step, the water from the CIMIRM canal was characterized using Modular Ultraviolet-Visible Spectrophotometry techniques with high NIR sensitivity and Inductively Coupled Plasma Mass Spectrometry (ICP-MS), to measure the concentrations of heavy metals. Additionally, an analysis of the CeO2 nanoparticles was carried out using techniques to confirm their size and structure. The efficacy of the treatment was determined statistically using a four-stage four-factor factorial design, comparing the differences in the control groups and target groups. The classic statistical test used is the Wilcoxon rank sum test. One of the problems of the simulation of the study carried out in the laboratory is the lack of accuracy because the concentration of heavy metals in the Mantaro River varies during the year. This is why a single crisp value is not enough to study the effectiveness of treatments. One solution to this problem is to use Neutrosophic Statistics, where the data is replaced by Neutrosophic Numbers or intervals instead of crisp values.

    Keywords :

    Nanoparticles , Factorial Design , Wilcoxon rank sum test , Neutrosophic Statistics , Neutrosophic Number.

      ,

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    Cite This Article As :
    Clímaco, Juan. , F., Becquer. , F., Ever. , A., Erick. , Dax, Humberto. , Cesar, Julio. , Ninozca, Katia. Study of the Effectiveness of the Removal of Heavy Metals from the Irrigation Canal with Cerium Oxide Nanoparticles Using Neu-trosophic Statistics. International Journal of Neutrosophic Science, vol. , no. , 2025, pp. 219-227. DOI: https://doi.org/10.54216/IJNS.250120
    Clímaco, J. F., B. F., E. A., E. Dax, H. Cesar, J. Ninozca, K. (2025). Study of the Effectiveness of the Removal of Heavy Metals from the Irrigation Canal with Cerium Oxide Nanoparticles Using Neu-trosophic Statistics. International Journal of Neutrosophic Science, (), 219-227. DOI: https://doi.org/10.54216/IJNS.250120
    Clímaco, Juan. F., Becquer. F., Ever. A., Erick. Dax, Humberto. Cesar, Julio. Ninozca, Katia. Study of the Effectiveness of the Removal of Heavy Metals from the Irrigation Canal with Cerium Oxide Nanoparticles Using Neu-trosophic Statistics. International Journal of Neutrosophic Science , no. (2025): 219-227. DOI: https://doi.org/10.54216/IJNS.250120
    Clímaco, J. , F., B. , F., E. , A., E. , Dax, H. , Cesar, J. , Ninozca, K. (2025) . Study of the Effectiveness of the Removal of Heavy Metals from the Irrigation Canal with Cerium Oxide Nanoparticles Using Neu-trosophic Statistics. International Journal of Neutrosophic Science , () , 219-227 . DOI: https://doi.org/10.54216/IJNS.250120
    Clímaco J. , F. B. , F. E. , A. E. , Dax H. , Cesar J. , Ninozca K. [2025]. Study of the Effectiveness of the Removal of Heavy Metals from the Irrigation Canal with Cerium Oxide Nanoparticles Using Neu-trosophic Statistics. International Journal of Neutrosophic Science. (): 219-227. DOI: https://doi.org/10.54216/IJNS.250120
    Clímaco, J. F., B. F., E. A., E. Dax, H. Cesar, J. Ninozca, K. "Study of the Effectiveness of the Removal of Heavy Metals from the Irrigation Canal with Cerium Oxide Nanoparticles Using Neu-trosophic Statistics," International Journal of Neutrosophic Science, vol. , no. , pp. 219-227, 2025. DOI: https://doi.org/10.54216/IJNS.250120