Statistical Approach for Removing Some Heavy Metals from Water Samples Using Natural Zeolite

Authors

DOI:

https://doi.org/10.24086/cuesj.v10n1y2026.pp110-115

Keywords:

Factorial design, Clinoptilolite natural zeolite, nickel, chromium, response surface methodology

Abstract

The need for contaminant-free water in agriculture, industry, and medicine makes the removal of heavy metals from water a priority because of their high potential for toxicity and bioaccumulation. This study aimed to examine the effect of readily available and inexpensive, yet promising, natural zeolite, clinoptilolite, on removing heavy metals, specifically nickel (Ni) and chromium (Cr), from prepared water samples. Zeolite was used as an adsorbent. A two-level full factorial design was used to determine the main and interaction effects of three factors (amount of zeolite, pH, and metal concentration) on the removal percentage of Cr and Ni ions from the prepared samples. Batch processes were conducted using aqueous solutions under specific laboratory conditions. The results showed that the clinoptilolite zeolite can remove heavy metals from water samples. Highest removal percentages were 43% and 41% for Cr and Ni ions, respectively. The results show an interaction effect between zeolite amount and pH for Cr ion removal, and between metal concentration and pH for Ni ion removal. There was no main effect of pH on Cr ion removal. However, there was no main effect of zeolite amount on Ni removal.

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Author Biographies

Abdulsalam A. Matlob, Department of Medical Biochemical Analysis, Cihan University-Erbil, Kurdistan Region, Iraq

Abdulsalam Atallah Matlob is a Lecturer in the Department of Medical Biochemical Analysis at Cihan University-Erbil, Kurdistan Region, Iraq. Dr. Matlob’s work spans environmental science and biological research, with a focus on waste management, recycling processes, and environmental sustainability.

Abbas F. M. Alkarkhi, Department of Anesthesia Technology, Cihan University-Erbil, Kurdistan Region, Iraq

Abbas F. M. Alkarkhi  is working in the Department of Anesthesia Technology, Cihan University-Erbil, Kurdistan Region, Iraq. His research interest is applied statistics.

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Published

2026-06-20

How to Cite

1.
Matlob AA, Alkarkhi AFM. Statistical Approach for Removing Some Heavy Metals from Water Samples Using Natural Zeolite. Cihan U Erbil SCI J [Internet]. 2026 Jun. 20 [cited 2026 Jun. 23];10(1):110-5. Available from: https://journals.cihanuniversity.edu.iq/index.php/cuesj/article/view/1754

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Research Article

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