the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
NOx emissions changes from 2019 to 2021 in Eastern China as estimated through variational inversions and TROPOMI satellite data
Abstract. China is one of the largest emitters of nitrogen oxides NOx (= NO + NO2) worldwide, and up-to-date estimates are crucial as the country faces rising pressure to curb emissions. We estimate NOx emissions over Eastern China (101.75–132.25° E; 17.75–50.25° N) from 2019 to 2021, focusing on the impacts of COVID-19 and the Chinese Lunar New Year (LNY). Using high-resolution NO2 observations from TROPOMI, onboard the Sentinel-5 Precursor satellite, our estimates are at the regional, national and provincial scales. They are produced using the Community Inversion Framework (CIF), coupled to the CHIMERE regional chemistry transport model at 0.5° resolution.
Our results show a sharp drop in NOx emissions by −40% in February 2020, as compared to 2019, driven mostly by lockdown-related mobility restrictions, and partially due to LNY festivities. Provincial reductions in February 2020 include −38% in Shanghai, −29% in Qinghai, −31% in Jiangsu, −36% in Hubei, −24% in Henan, and −16% in Beijing. Total NOx emissions (anthropogenic + biogenic) over Eastern China fell by 0.2 TgNO2/year in 2020 vs. 2019, but rose again in 2021, exceeding 2019 levels by +4% (16.7 TgNO2 in 2021 vs 16.0 TgNO2 in 2019).
Our estimates of recent past years offer insights to guide future strategies and policies to reduce NOx emissions in China and its provinces. These results highlight the advantages of combining high dimensional variational inversion methods with high-resolution satellite data, to strengthen air quality monitoring and support more effective regulations.
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Audrey Fortems-Cheiney
Grégoire Broquet
Robin Plauchu
Isabelle Pison
Antoine Berchet
Elise Potier
Gaëlle Dufour
Adriana Coman
Dilek Savas
Guillaume Siour
Henk Eskes
Beatriz Revilla-Romero
Antony Delavois
Philippe Ciais
- V1 , 17 Jul 2025