The Great Shrinking Lake
The Great Shrinking Lake
Final Project for GES 381: Remote Sensing
This presentation was given as my final project for my remote sensing course at UMBC. It uses R and Google Earth Engine to analyze the relationship between the changing water area of the Great Salt Lake since 1986 and the growing population of the Wasatch Front and the Utah Valley. You can view the animated timeseries of the lake here.
The report was limited in scope due to limited time to work: obviously, there are more factors contributing to a shrinking lake area than just population growth. However, in USGS’s 2015 Circular 1441 ranked Utah second of all states in per capita domestic water usage, so to say that the population of the Valley is not a major reason the Lake is losing water yearly would be undeniably false.
Linear correlation tests run in R yielded a significantly negative correlation of y ~ 0.0016x and an R-squared value of 0.78 (p << 0.001). In context, according to this model, for every 100,000 people that move to the Salt Lake area, 160 km2 of water surface are lost.
The R scripts for this report are available here and the Earth Engine code is available here
NOTE: Google has removed Landsat Collection 1 data from GEE; this script will need to be modified before use (see this GEE article for more details).