New York City, USA

Using Landsat 8 thermal imagery and machine learning to map surface temperature variations across NYC's five boroughs.

Landsat 8 Python QGIS Leaflet

Interactive Map Full Report

Case URL: https://gis-portfolio.com/case/urban-heat

Bangkok, Thailand

Hydrological modeling combined with Sentinel-1 SAR data for flood extent mapping and risk analysis.

Sentinel-1 HEC-RAS PostGIS

Dashboard Paper

Case URL: https://gis-portfolio.com/case/flood-risk

Amazon Basin, Brazil

Time-series analysis of Landsat imagery to quantify deforestation patterns and estimate carbon emissions.

Google Earth Engine Random Forest

Time Lapse Study

Case URL: https://gis-portfolio.com/case/deforestation