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).
Johnson, Matthew S, Sofia D Hamilton, Seongeun Jeong, Yu Yan Cui, Dien Wu, Alex Turner, and Marc L Fischer."State-wide California 2020 carbon dioxide budget estimated with OCO-2 and OCO-3 satellite data."Atmospheric Chemistry and Physics
25.15 (2025) 8475-8492. DOI
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
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