<\/p>\n
The Environmental Research Center at the University of Mosul is pleased to announce the publication of a new research paper in the reputable international journal **Water Conservation Science and Engineering**, published by **Springer**, with the participation of researchers from the Center.<\/p>\n
\ud83d\udcc4 **Paper Title:**
\n*Enhancing Water Potability Classification Using a Hybrid Random Forest Algorithm*<\/p>\n
\ud83d\udc65 **Researchers:**
\n\u2022 Asst. Prof. Dr. Zakariya Nafi Mahmood \u2013 Environmental Research Center, University of Mosul
\n\u2022 Dr. Ali Basheer Azeez \u2013 Environmental Research Center, University of Mosul<\/p>\n
\ud83d\udd2c **Research Summary:**
\nThe study proposes a hybrid model based on the Random Forest (RF) algorithm to classify water potability using multiple water quality parameters. The results show that the hybrid RF-COA model outperforms traditional methods, achieving high accuracy in distinguishing between potable and non-potable water, and offering an effective tool for real-time water quality monitoring.<\/p>\n
\ud83d\udcda **Publication Details:**
\n\u2022 Journal: Water Conservation Science and Engineering
\n\u2022 Volume 11, Issue 3 \u2013 2026
\n\u2022 Publication Date: 30\/8\/2026
\n\u2022 \ud83d\udd17 Link: https:\/\/doi.org\/10.1007\/s41101-026-00552-7<\/p>\n
\ud83c\udfaf **Sustainable Development Goals Supported:**
\n\u2022 Goal 6: Clean Water and Sanitation
\n\u2022 Goal 11: Sustainable Cities and Communities
\n\u2022 Goal 13: Climate Action<\/p>\n
\ud83d\udd11 **Keywords:**
\nWater potability \u00b7 Random forest \u00b7 Coati optimization algorithm \u00b7 Machine learning<\/p>\n
We congratulate our researchers on this achievement and reaffirm the Center’s commitment to supporting rigorous scientific research and sharing knowledge in service of the environment and society.<\/p>\n
**Towards a sustainable environment and a better future \ud83c\udf3f**<\/p>\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
The Environmental Research Center at the University of Mosul is pleased to announce the publication of a new research paper in the reputable international journal **Water Conservation Science and Engineering**, published by **Springer**, with the participation of researchers from the Center. \ud83d\udcc4 **Paper Title:** *Enhancing Water Potability Classification Using a Hybrid Random Forest Algorithm* \ud83d\udc65 **Researchers:** \u2022 Asst. Prof. Dr. Zakariya Nafi Mahmood \u2013 Environmental Research Center, University of Mosul \u2022 Dr. Ali Basheer Azeez \u2013 Environmental Research Center, University of Mosul \ud83d\udd2c **Research Summary:** The study proposes a hybrid model based on the Random Forest (RF) algorithm to classify [Read More]<\/a><\/p>\n","protected":false},"author":91,"featured_media":40934,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-40933","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-published-research"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/posts\/40933","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/users\/91"}],"replies":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/comments?post=40933"}],"version-history":[{"count":2,"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/posts\/40933\/revisions"}],"predecessor-version":[{"id":40936,"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/posts\/40933\/revisions\/40936"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/media\/40934"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/media?parent=40933"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/categories?post=40933"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/environmentcenter\/wp-json\/wp\/v2\/tags?post=40933"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}