Qaisara Yusriena Yusaini1, Muhammad Abdul Hakim Muhamad1,*, Raiz Razali1,*, Rozaimi Che Hasan2, Mohd Shahmy Mohd Said1, Mohd Zainee Mohd Zainal1,2, Ikhsan Nuradi3
Revue Internationale de Géomatique, Vol.34, pp. 535-552, 2025, DOI:10.32604/rig.2025.065284
- 06 August 2025
Abstract Sediment mapping is a crucial component of environmental science, particularly in the marine environment, where the analysis of seabed sediments is essential for various purposes, including marine resource management, habitat preservation, and infrastructure development. Sediment refers to the solid particles that are transported and deposited in different areas. Multibeam echosounders have revolutionized the field of seabed sediment mapping by providing unparalleled resolution and accuracy in seafloor surveys. This study aimed to produce sediment maps by implementing multi-frequency, e.g., 200, 400, 550, and 700 kHz multibeam data using a machine learning algorithm, e.g., Support Vector Machine… More >