

This research assesses land use and land cover (LULC) changes in Kampung Bagan Pasir's mangrove ecosystems from 2000 to 2025. Mangroves here are vital for coastal protection, biodiversity, and carbon storage, but face threats from urbanization, aquaculture, and natural processes. The study maps these changes using satellite data to guide sustainable management strategies.

The study relies on satellite imagery (Landsat, Sentinel, ALOS) but faces limitations like cloud cover, sensor inconsistencies, and coarse resolution (10-30 m), which may miss fine-scale mangrove changes. Advanced techniques like machine learning (Random Forest, NDVI) help, but ground truth data is scarce due to tough terrain and tidal effects, impacting accuracy.

Beyond technical hurdles, inconsistent policies and poor interagency coordination hinder conservation. Conflicting land-use priorities and limited access to high-resolution data challenge planning. Effective mangrove management requires collaboration between governments, scientists, and local communities to balance development and ecological sustainability.