crossrefApplied Sciences2024-03-12Cited by 6
Designing and Developing an Advanced Drone-Based Pollution Surveillance System for River Waterways, Streams, and Canals Using Machine Learning Algorithms: Case Study in Shatt al-Arab, South East Iraq
Myssar Jabbar Hammood Al-Battbootti, Iuliana Marin, Sabah Al-Hameed, Ramona-Cristina Popa, Ionel Petrescu, Costin-Anton Boiangiu, et al.
This study explores pollution detection and classification in the Shatt al-Arab River using advanced image processing techniques. Our proposed system integrates Random Forest (RF), Support Vector Machine (SVM), and K-Nearest Neighbor (KNN) algorithms. The Shatt al-Arab River in B…