Model Improvements and Sensitivity Analysis for Estimating Road Transportation Emissions Globally
Melat Ghebreselassie and Kevin Zhang
Mentored by Tomek Kott (AOS) and Kevin Foster (REDD).
The ClimateTrace project at APL estimates emissions due to road transportation emissions from urban areas world-wide. The work presented here highlights tests to improve the machine learning models powering our estimates as well as sensitivity analysis of our emissions estimates to various emissions factors used as inputs.
This poster will also appear at our in-person showcase.