Articles | Volume 19, issue 15
https://doi.org/10.5194/gmd-19-7325-2026
https://doi.org/10.5194/gmd-19-7325-2026
Model description paper
 | 
07 Aug 2026
Model description paper |  | 07 Aug 2026

Regional CO2 and CH4 inversion system using WRF-Chem (v4.4)/DART (v9.8.0) and continuous high-precision observations over the Korean Peninsula

Doyoon Kwon, Bonhoon Koo, Jooyeop Lee, Jeongwon Kim, Jaehyung Ahn, Jinkyu Hong, Eri Saikawa, Alexander Avramov, Changsub Shim, Je-Woo Hong, Daegeun Shin, Shanlan Li, Sumin Kim, and Sangwon Joo

Related authors

Impacts of source regions and atmospheric transport on physical properties of black carbon and tracer ratios over the Yellow Sea: evidence from multi-seasonal airborne observations
Naki Yu, Hee-Jung Yoo, Sangmin Oh, Yongjoo Choi, Sunran Lee, Sumin Kim, and Saehee Lim
Atmos. Chem. Phys., 25, 15263–15280, https://doi.org/10.5194/acp-25-15263-2025,https://doi.org/10.5194/acp-25-15263-2025, 2025
Short summary
Sensitivity of the WRF-Chem v4.4 simulations of ozone and formaldehyde and their precursors to multiple bottom-up emission inventories over East Asia during the KORUS-AQ 2016 field campaign
Kyoung-Min Kim, Si-Wan Kim, Seunghwan Seo, Donald R. Blake, Seogju Cho, James H. Crawford, Louisa K. Emmons, Alan Fried, Jay R. Herman, Jinkyu Hong, Jinsang Jung, Gabriele G. Pfister, Andrew J. Weinheimer, Jung-Hun Woo, and Qiang Zhang
Geosci. Model Dev., 17, 1931–1955, https://doi.org/10.5194/gmd-17-1931-2024,https://doi.org/10.5194/gmd-17-1931-2024, 2024
Short summary
Measurement report: Atmospheric CH4 at regional stations of the Korea Meteorological Administration–Global Atmosphere Watch Programme: measurement, characteristics, and long-term changes of its drivers
Haeyoung Lee, Wonick Seo, Shanlan Li, Soojeong Lee, Samuel Takele Kenea, and Sangwon Joo
Atmos. Chem. Phys., 23, 7141–7159, https://doi.org/10.5194/acp-23-7141-2023,https://doi.org/10.5194/acp-23-7141-2023, 2023
Short summary
Harmonized gap-filled datasets from 20 urban flux tower sites
Mathew Lipson, Sue Grimmond, Martin Best, Winston T. L. Chow, Andreas Christen, Nektarios Chrysoulakis, Andrew Coutts, Ben Crawford, Stevan Earl, Jonathan Evans, Krzysztof Fortuniak, Bert G. Heusinkveld, Je-Woo Hong, Jinkyu Hong, Leena Järvi, Sungsoo Jo, Yeon-Hee Kim, Simone Kotthaus, Keunmin Lee, Valéry Masson, Joseph P. McFadden, Oliver Michels, Wlodzimierz Pawlak, Matthias Roth, Hirofumi Sugawara, Nigel Tapper, Erik Velasco, and Helen Claire Ward
Earth Syst. Sci. Data, 14, 5157–5178, https://doi.org/10.5194/essd-14-5157-2022,https://doi.org/10.5194/essd-14-5157-2022, 2022
Short summary
Evaluation of correlated Pandora column NO2 and in situ surface NO2 measurements during GMAP campaign
Lim-Seok Chang, Donghee Kim, Hyunkee Hong, Deok-Rae Kim, Jeong-Ah Yu, Kwangyul Lee, Hanlim Lee, Daewon Kim, Jinkyu Hong, Hyun-Young Jo, and Cheol-Hee Kim
Atmos. Chem. Phys., 22, 10703–10720, https://doi.org/10.5194/acp-22-10703-2022,https://doi.org/10.5194/acp-22-10703-2022, 2022
Short summary

Cited articles

Ahmadov, R., Gerbig, C., Kretschmer, R., Koerner, S., Neininger, B., Dolman, A. J., and Sarrat, C.: Mesoscale covariance of transport and CO2 fluxes: Evidence from observations and simulations using the WRF-VPRM coupled atmosphere-biosphere model, J. Geophys. Res.-Atmos., 112, https://doi.org/10.1029/2007JD008552, 2007. 
Anderson, J., Hoar, T., Raeder, K., Liu, H., Collins, N., Torn, R., and Avellano, A.: The Data Assimilation Research Testbed: A Community Facility, B. Am. Meteorol. Soc., 90, 1283–1296, https://doi.org/10.1175/2009BAMS2618.1, 2009. 
Anderson, J. L.: An Ensemble Adjustment Kalman Filter for Data Assimilation, Mon. Weather Rev., 129, 2884–2903, https://doi.org/10.1175/1520-0493(2001)129<2884:AEAKFF>2.0.CO;2, 2001. 
Anderson, J. L.: A Local Least Squares Framework for Ensemble Filtering, Mon. Weather Rev., 131, 634–642, https://doi.org/10.1175/1520-0493(2003)131%3C0634:ALLSFF%3E2.0.CO;2, 2003. 
Download
Short summary
Carbon dioxide and methane drive climate change, but measuring each region's emissions is hard over complex terrain. We combined a detailed computer modeling system with continuous measurements over the Korean Peninsula to estimate both gases. The estimates matched air measurements and agreed with the national carbon dioxide inventory, while suggesting methane from farming and waste may be larger than currently reported. The approach is transferable for national and regional emission monitoring.
Share