Assessment and Prediction of Heavy Metals and Physicochemical Properties of Surface Water in the Southeastern Coast of Bangladesh Using Empirical, Statistical, and Machine Learning Approaches

Md Shabit Hossain1, Muhammad Farhad Howladar2, Abu Bokkar Siddique1, Muhammad Mizanur Rahman1, Md Numan Hossain2 and Md. Shariar Hossain Hossain Sazzad3, (1)Shahjalal University of Science and Technology, Department of Oceanography, Sylhet, Bangladesh, (2)Shahjalal University of Science and Technology, Department of Petroleum and Mining Engineering, Sylhet, Bangladesh, (3)Shahjalal University of Science and Technology, Department of Forestry & Environmental Science, Sylhet, Bangladesh