Implementation of Image Processing and Machine Learning in High Resolution Aerial Image Datasets for Lake Resource Usage, Aquaculture, and Coastal Community

• Main Author: Belarmino, Mark Daniel
• Format: text
• Published: Archīum Ateneo 2020
• Subjects: n/a; Aquaculture and Fisheries; Electrical and Computer Engineering
• Online Access: https://archium.ateneo.edu/theses-dissertations/413
• Institution: Ateneo De Manila University

Last May 2019, fish farms in Taal Lake suffer from fish kill resulting in an estimated loss of 405 tons of fish. According to the report of BFAR, the measured water sample from the affected areas shows depletion of dissolved-oxygen level that caused the fish kill. DENR stated that the triggering fac...