Heavy metals prediction in coastal marine sediments using hybridized machine learning models with metaheuristic optimization algorithm.

Autor: Yaseen ZM; Civil and Environmental Engineering Department, King Fahd University of Petroleum and Minerals, Dhahran, 31261, Saudi Arabia; Interdisciplinary Research Center for Membranes and Water Security, King Fahd University of Petroleum & Minerals (KFUPM), Dhahran, Saudi Arabia. Electronic address: z.yaseen@kfupm.edu.sa., Melini Wan Mohtar WH; Department of Civil Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, 43600, UKM, Bangi, Selangor, Malaysia; Environmental Management Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor, Malaysia. Electronic address: hanna@ukm.edu.my., Homod RZ; Department of Oil and Gas Engineering, Basrah University for Oil and Gas, Basra, Iraq. Electronic address: raadahmood@yahoo.com., Alawi OA; Department of Thermofluids, School of Mechanical Engineering, Universiti Teknologi Malaysia, 81310, UTM Skudai, Johor Bahru, Malaysia. Electronic address: omer.adnan85@gmail.com., Abba SI; Interdisciplinary Research Center for Membranes and Water Security, King Fahd University of Petroleum & Minerals (KFUPM), Dhahran, Saudi Arabia. Electronic address: sani.abba@kfupm.edu.sa., Oudah AY; Department of Computer Sciences, College of Education for Pure Science, University of Thi-Qar, Nasiriyah, 64001, Iraq; Information and Communication Technology Research Group, Scientific Research Center, Al-Ayen University, Nasiriyah, 64001, Iraq. Electronic address: atheer@alayen.edu.iq., Togun H; Department of Mechanical Engineering, College of Engineering, University of Baghdad, Baghdad, Iraq. Electronic address: hussein-tokan@coeng.uobaghdad.edu.iq., Goliatt L; Computational and Applied Mechanics Department, Federal University of Juiz de Fora, 36036-900, Brazil. Electronic address: leonardo.goliatt@ufjf.br., Ul Hassan Kazmi SS; Guangdong Provincial Key Laboratory of Marine Disaster Prediction and Prevention, and Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou, 515063, China. Electronic address: shabiulhassansyed5@gmail.com., Tao H; School of Computer and Information, Qiannan Normal University for Nationalities, Duyun, 558000, Guizhou, China; Institute of Big Data Application and Artificial Intelligence, Qiannan Normal University for Nationalities, Duyun, 558000, Guizhou, China; Faculty of Data Science and Information Technology, INTI International University, 71800, Malaysia. Electronic address: haitao@sgmtu.edu.cn.

Publikováno v: Chemosphere [Chemosphere] 2024 Mar; Vol. 352, pp. 141329. Date of Electronic Publication: 2024 Jan 29.