Publications

X Author: Matthew S Johnson

2025

Jeong, Seongeun, Sofia D Hamilton, Matthew S Johnson, Dien Wu, Alexander J Turner, and Marc L Fischer."Applying Gaussian Process Machine Learning and Modern Probabilistic Programming to Satellite Data to Infer CO2 Emissions."Environmental Science & Technology (2025).

2024

Hamilton, Sofia D, Dien Wu, Matthew S Johnson, Alexander J Turner, Marc L Fischer, Nikhil Dadheech, and Seongeun Jeong."Estimating Carbon Dioxide Emissions in Two California Cities Using Bayesian Inversion and Satellite Measurements."Geophysical Research Letters 51.20 (2024). DOI(link is external)

2016

Johnson, Matthew S, Xin Xi, Seongeun Jeong, Emma L Yates, Laura T Iraci, Tomoaki Tanaka, Max Loewenstein, Jovan M Tadic, and Marc L Fischer."Investigating seasonal methane emissions in Northern California using airborne measurements and inverse modeling."Journal of Geophysical Research (2016). DOI(link is external)