MANGLEE
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MANGLEE (Mangrove Mapping and Monitoring Tool in Google Earth Engine) is an accessible, adaptable, and multipurpose tool designed to address the challenges associated with sustainable mangrove management.
Leveraging remote sensing data, machine learning techniques (Random Forest), and change detection methods, MANGLEE consists of three independent modules.
The first module acquires, processes, and calculates indices of optical and Synthetic Aperture Radar (SAR) data, enhancing tracking capabilities in the presence of atmospheric interferences.
The second module employs Random Forest to classify mangrove and non-mangrove areas, providing accurate binary maps.
The third module identifies changes between two-time mangrove maps, categorizing alterations as losses or gains.
