crossrefInternational Research Journal on Advanced Engineering Hub (IRJAEH)2026-05-09
Random Forest-Based Prediction of Coastal Microplastic Concentration Using High-Dimensional Environmental Data: A Comparative Study with Deep Learning and Machine Learning
Tulika Suman, J Pawan Bramha Gowd, Abdul Fatir Shariff, Aamir Ali, Sumez Khan, Sumez Khan
Microplastic contamination in coastal ecosystems has emerged as a critical environmental issue with significant ecological, economic, and public health consequences. Conventional monitoring approaches rely heavily on field sampling and laboratory-based analysis, which are time-co…