My Projects

LiDAR Change Detection

LiDAR data was used to detect stream and forest change in the Northfork River.

Wildfire Mitigation

Using Mark Finey's SPLAT techniques on fire mitigation, my team and I found where best to perform these techniques in the Chuckanut Mountains using a program called FlamMap.

Wind Farming Suitability

A suitability assesment was used to figure out where wind farms could be located in Eastern Washington.

Solar Suitability

A suitability assesment was used to figure out where solar cells could be placed in Western Mississippi.

Change Detection: Unsupervised Classification

I found which unsupervised classification method (TCT or NDVI) produced the best outcome for logged areas throughout 2013 - 2021.

Bellingham Flooding

Potential sea level change is a rising threat to the coast lines. Here is a look into possible levels and reach of impact.