This project uses geo-spatial modeling to simulate sea-level rise. It shows what six meters of difference(sea-level rise) might look like across the world. I worked on this project with William Staudenmeier, who is a very experienced and learned Data Scientist, while I was working for the voluntary org - Clean My Planet.
Did you know that climatologists are beginning to use artificial intelligence and machine learning to fine tune their climate models? According to one such model by NOAA: National Oceanic & Atmospheric Administration, the world's sea level could rise by as much as six meters in the next 80 years as a result of global warming.
From an R programming perspective, the elevatr package has been used to pull geospatial data for any lat/long coordinates in the world and rayshader package to simulate different scenarios.
Below is the visualization of the output achieved.
