Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2025, V. 22, No. 6, pp. 419-425
Uncertainties in calculating carbon monoxide balance in the atmosphere over large desert areas based on satellite monitoring data
E.V. Pashinov
1 , D.M. Ermakov
1, 2 , S.A. Vturin
1 1 Space Research Institute RAS, Moscow, Russia
2 Kotelnikov Institute of Radioengineering and Electronics RAS, Fryazino Branch, Fryazino, Moscow Region, Russia
Accepted: 30.11.2025
DOI: 10.21046/2070-7401-2025-22-6-419-425
A new approach to estimating uncertainties in the balance method for calculating vertical fluxes of matter between the atmosphere and the underlying surface is proposed. It is demonstrated to be an important complement to the previously proposed “reference candle” approach implemented using the example of analyzing carbon monoxide emissions from severe forest fires. Large land areas with near-zero vertical exchange of the studied gas component are proposed as calibration sites for testing the balance method algorithms. It is shown that the error estimates for cases of emissions from severe fires and areas with zero balances are currently consistent. Moreover, the new approach offers potential for further improvement of the balance method, as it does not require the use of independent model estimates, which also have significant uncertainties. It is noted that careful analysis and selection of calibration sites is necessary, since the absence of vertical exchange increases the role of factors of subsequent orders of smallness, in particular, chemical transformations that violate the balance method’s condition of conserving the total mass of matter.
Keywords: carbon monoxide, vertical fluxes, balance method, uncertainties
Full textReferences:
- Bril A. A., Konstantinova A. M., Loupian E. A., Burtsev M. A., Capabilities of IKI-Monitoring Shared Use Center operation with satellite monitoring-based trace gas component data, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2023, V. 20, No. 5, pp. 85–95 (in Russian), DOI: 10.21046/2070-7401-2023-20-5-85-95.
- Ermakov D. M., Pashinov E. V., Kuz’min A. V. et al., The concept of calculating the elements of the regional hydrological balance with the use of satellite radiothermovision, J. Hydrometeorology and Ecology, 2023, No. 72, pp. 470–492 (in Russian), DOI: 10.33933/2713-3001-2023-72-470-492.
- Ermakov D. M., Pashinov E. V., Lozin D. V., Accuracy of calculating carbon monoxide emissions from large forest fires using the balance technique based on satellite monitoring data, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2024, V. 21, No. 6, pp. 143–155 (in Russian), DOI: 10.21046/2070-7401-2024-21-6-143-155.
- Loupyan E. A., Proshin A. A., Burtsev M. A. et al., Experience of development and operation of the IKI-Monitoring center for collective use of systems for archiving, processing and analyzing satellite data, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2019, V. 16, No. 3, pp. 151–170 (in Russian), DOI: 10.21046/2070-7401-2019-16-3-151-170.
- Matveev A. M., Bartalev S. A., A comparative analysis of wildfire carbon emissions estimates in Russia according to global inventories, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2024, V. 21, No. 4, pp. 141–161 (in Russian), DOI: 10.21046/2070-7401-2024-21-4-141-161.
- Pashinov E. V., Vturin S. A., Ermakov D. M., Sadovsky I. N., Development of a methodology for balance calculations of greenhouse gas emissions based on satellite monitoring data using the example of large forest fires, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2023, V. 20, No. 6, pp. 313–325 (in Russian), DOI: 10.21046/2070-7401-2023-20-6-313-325.
- Pashinov E. V., Lozin D. V., Vturin S. A., Kobets D. A., First results of greenhouse gas balance calculation for the regions of Russia based on the balance technique, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2024, V. 21, No. 6, pp. 398–403 (in Russian), DOI: 10.21046/2070-7401-2024-21-6-398-403.
- Ermakov D., Satellite radiothermovision of atmospheric processes: Method and applications, Cham: Springer, 2021, 199 p., DOI: 10.1007/978-3-030-57085-9.
- Khalil M. A.K., Rasmussen R. A., The global cycle of carbon monoxide: Trends and mass balance, Chemosphere, 1990, V. 20, Iss. 1–2, pp. 227–242, DOI: 10.1016/0045-6535(90)90098-E.
- McCabe D. C., Gierczak T., Talukdar R. K., Ravishankara A. R., Kinetics of the reaction OH + CO under atmospheric conditions, Geophysical Research Letters, 2001, V. 28, No. 16, pp. 3135–3138, DOI: 10.1029/2000GL012719.
- Nerushev A. F., Kramchaninova E. K., Method for determining atmospheric motion characteristics using measurements on geostationary meteorological satellites, Izvestiya, Atmospheric and Oceanic Physics, 2011, V. 47, No. 9, pp. 1104–1113.
- Randerson J. T., Chen Y., van der Werf G. R. et al., Global burned area and biomass burning emissions from small fires, J. Geophysical Research: Biogeosciences, 2012, V. 117, Iss. G4, Article G04012, DOI: 10.1029/2012JG002128.