Developed a production-style Google Earth Engine web app that enables non-technical users to visualize and analyze mangrove NDVI across Bangladesh for any month from 2000 onward, supporting climate adaptation, monitoring, and outreach.

• Implemented robust back-end logic in Earth Engine: input validation, collection availability checks, scale-factor corrections, and monthly NDVI compositing from MODIS MOD13A2.

• Built interactive visualization and point-and-click time series tools, delivering on-demand 13‑month NDVI charts and vegetation-density classifications (low/moderate/high) for any mangrove pixel.

• Designed the app as an operational tool for forest departments, NGOs, and educators to monitor mangrove health, assess post‑event impacts, and support policy dialogues around blue carbon and climate resilience

Link of the app: https://ee-mohammadoney.projects.earthengine.app/view/bangladesh-mangrove-monitor

GitHub:https://github.com/mohammadoney/Bangladesh-Mangrove-Monitor/blob/main/Google%20Earth%20Engine%20Code%20of%20th%20app