Articles | Volume 26, issue 20
https://doi.org/10.5194/acp-26-14961-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-26-14961-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Long-term land-atmosphere carbon monoxide exchange from a tall tower in a rural Central European region
HUN-REN Institute for Nuclear Research, 4026 Debrecen, Hungary
HUN-REN Institute of Earth Physics and Space Science, 9400 Sopron, Hungary
Zoltán Barcza
ELTE Eötvös Loránd University, Department of Meteorology, 1117 Budapest, Hungary
Global Change Research Institute, Czech Academy of Sciences, 603 00 Brno, Czech Republic
Anikó Kern
Obuda University, Karman Space Center, 1034 Budapest, Hungary
Obuda University, Kandó Kálmán Faculty of Electrical Engineering, 1034 Budapest, Hungary
ELTE Eötvös Loránd University, Institute of Geography and Earth Sciences, Department of Geophysics and Space Science, 1117 Budapest, Hungary
Nándor Zrinyi
ELTE Eötvös Loránd University, Department of Meteorology, 1117 Budapest, Hungary
ELTE Eötvös Loránd University, Doctoral School of Earth Sciences, 1117 Budapest, Hungary
HUN-REN, Agricultural Institute, Centre for Agricultural Research, 2462 Martonvásár, Hungary
Natascha Kljun
Department of Earth and Environmental Sciences, Lund University, 223 62 Lund, Sweden
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Preprint archived
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We investigate variability in the vertical distribution of volatile organic compounds (VOCs) in boreal forest, determined through multiyear measurements at several heights in a boreal forest in Sweden. VOC source/sink seasonality in canopy was explored using these vertical profiles and with measurements from a collection of sonic anemometers on the station flux tower. Our results show seasonality in the source/sink distribution for several VOCs, such as monoterpenes and water-soluble compounds.
Janne Rinne, Patryk Łakomiec, Patrik Vestin, Joel D. White, Per Weslien, Julia Kelly, Natascha Kljun, Lena Ström, and Leif Klemedtsson
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The study uses the stable isotope 13C of carbon in methane to investigate the origins of spatial and temporal variation in methane emitted by a temperate wetland ecosystem. The results indicate that methane production is more important for spatial variation than methane consumption by micro-organisms. Temporal variation on a seasonal timescale is most likely affected by more than one driver simultaneously.
László Haszpra, Zoltán Barcza, Zita Ferenczi, Roland Hollós, Anikó Kern, and Natascha Kljun
Atmos. Meas. Tech., 15, 5019–5031, https://doi.org/10.5194/amt-15-5019-2022, https://doi.org/10.5194/amt-15-5019-2022, 2022
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A novel approach is used for the determination of greenhouse gas (GHG) emissions of small rural settlements, which may significantly differ from those of urban regions and have hardly been studied yet. Among other results, it turned out that wintertime nitrous oxide emission is significantly underestimated in the official emission inventories. Given the large number of such settlements, the underestimation may also distort the national total emission values reported to international databases.
Dóra Hidy, Zoltán Barcza, Roland Hollós, Laura Dobor, Tamás Ács, Dóra Zacháry, Tibor Filep, László Pásztor, Dóra Incze, Márton Dencső, Eszter Tóth, Katarína Merganičová, Peter Thornton, Steven Running, and Nándor Fodor
Geosci. Model Dev., 15, 2157–2181, https://doi.org/10.5194/gmd-15-2157-2022, https://doi.org/10.5194/gmd-15-2157-2022, 2022
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Biogeochemical models used by the scientific community can support society in the quantification of the expected environmental impacts caused by global climate change. The Biome-BGCMuSo v6.2 biogeochemical model has been created by implementing a lot of developments related to soil hydrology as well as the soil carbon and nitrogen cycle and by integrating crop model components. Detailed descriptions of developments with case studies are presented in this paper.
Patryk Łakomiec, Jutta Holst, Thomas Friborg, Patrick Crill, Niklas Rakos, Natascha Kljun, Per-Ola Olsson, Lars Eklundh, Andreas Persson, and Janne Rinne
Biogeosciences, 18, 5811–5830, https://doi.org/10.5194/bg-18-5811-2021, https://doi.org/10.5194/bg-18-5811-2021, 2021
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Methane emission from the subarctic mire with heterogeneous permafrost status was measured for the years 2014–2016. Lower methane emission was measured from the palsa mire sector while the thawing wet sector emitted more. Both sectors have a similar annual pattern with a gentle rise during spring and a decrease during autumn. The highest emission was observed in the late summer. Winter emissions were positive during the measurement period and have a significant impact on the annual budgets.
Cited articles
Aubinet, M., Vesala, T., and Papale, D. (Eds.): Eddy covariance: A practical guide to measurement and data analysis, Springer, Dordrecht, Heidelberg, London, New York, https://doi.org/10.1007/978-94-007-2351-1, 2012.
Balogh, B. S., Csákó, Z., Nyiri, Z., Berlinger, B., Molnár, M., Major, I., Gergely, V., and Szigeti, T.: Residential solid fuel combustion and its contribution to air pollution in Hungary: A comparative study, Atmos. Environ., 360, 121399, https://doi.org/10.1016/j.atmosenv.2025.121399, 2025.
Barcza, Z.: Long term atmosphere/biosphere exchange of CO2 in Hungary, PhD thesis, Eötvös Loránd University, Department of Meteorology, Budapest, http://nimbus.elte.hu/~bzoli/thesis/ (last access: 18 February 2026), 2001.
Barcza, Z., Haszpra, L., Kondo, H., Saigusa, N., Yamamoto, S., and Bartholy, J.: Carbon exchange of grass in Hungary, Tellus B, 55, 187–196, 2003.
Barcza, Z., Kern, A., Haszpra, L., and Kljun, N.: Spatial representativeness of tall tower eddy covariance measurements using remote sensing and footprint analysis, Agr. Forest Meteorol., 149, 795–807, https://doi.org/10.1016/j.agrformet.2008.10.021, 2009.
Barcza, Z., Kern, A., Davis, K. J., and Haszpra, L.: Analysis of the 21-years long carbon dioxide flux dataset from a Central European tall tower site, Agr. Forest Meteorol., 290, 108027, https://doi.org/10.1016/j.agrformet.2020.108027, 2020.
Berger, B. W., Davis, K. J., Yi, C., Bakwin, P. S., and Zhao, C. L.: Long-Term Carbon Dioxide Fluxes from a Very Tall Tower in a Northern Forest: Flux Measurement Methodology, J. Atmos. Ocean. Tech., 18, 529–542, https://doi.org/10.1175/1520-0426(2001)018<0529:LTCDFF>2.0.CO;2, 2001.
Blomquist, B. W., Fairall, C. W., Huebert, B. J., and Wilson, S. T.: Direct measurement of the oceanic carbon monoxide flux by eddy correlation, Atmos. Meas. Tech., 5, 3069–3075, https://doi.org/10.5194/amt-5-3069-2012, 2012.
Bruhn, D., Albert, K. R., Mikkelsen, T. N., and Ambus, P.: UV-induced carbon monoxide emission from living vegetation, Biogeosciences, 10, 7877–7882, https://doi.org/10.5194/bg-10-7877-2013, 2013.
Chi, J., Nilsson, M. B., Kljun, N., Wallerman, J., Fransson, J. E. S., Laudon, H., Lundmark, T., and Peichl, M.: The carbon balance of a managed boreal landscape measured from a tall tower in northern Sweden, Agr. Forest Meteorol., 274, 29–41, https://doi.org/10.1016/j.agrformet.2019.04.010, 2019.
Constant, P., Poissant, L., and Villemur, R.: Annual hydrogen, carbon monoxide and carbon dioxide concentrations and surface to air exchanges in a rural area (Québec, Canada), Atmos. Environ., 42, 5090–5100, https://doi.org/10.1016/j.atmosenv.2008.02.021, 2008.
Copernicus Climate Change Service: ERA5-Land hourly data from 1950 to present, Copernicus Climate Change Service Climate Data Store, https://doi.org/10.24381/cds.e2161bac, 2022.
Cowan, N., Helfter, C., Langford, B., Coyle, M., Levy, P., Moxley, J., Simmons, I., Leeson, S., Nemitz, E., and Skiba, U.: Seasonal fluxes of carbon monoxide from an intensively grazed grassland in Scotland, Atmos. Environ., 194, 170–178, https://doi.org/10.1016/j.atmosenv.2018.09.039, 2018.
Crippa, M., Guizzardi, D., Pagani, F., Banja, M., Muntean, M., Schaaf, E., Becker, W., Monforti Ferrario, F., Quadrelli, R., Risquez Martin, A., Grassi, G., Rossi, S,. Brandao De Melo, J., Jacome Felix Oom, D., Branco, A., San-Miguel, J., Vignati, E.: EDGAR v8.1 Global Air Pollutant Emissions. European Commission, Joint Research Centre [data set], https://doi.org/10.2905/JRC.E1ZGQER, 2026.
Crutzen, P. J., Lawrence, M. G., and Pöschl, U.: On the background photochemistry of tropospheric ozone, Tellus B, https://doi.org/10.3402/tellusb.v51i1.16264, 1999.
Davis, K. J., Bakwin, P. S., Yi, C., Berger, B. W., Zhao, C., Teclaw, R. M., and Isebrands, J. G.: The annual cycles of CO2 and H2O exchange over a northern mixed forest as observed from a very tall tower, Global Change Biol., 9, 1278–1293, https://doi.org/10.1046/j.1365-2486.2003.00672.x, 2003.
Desai, A. R., Xu, K., Tian, H., Weishampel, P., Thom, J., Baumann, D., Andrews, A. E., Cook, B. D., King, J. Y., and Kolka, R.: Landscape-level terrestrial methane flux observed from a very tall tower, Agr. Forest Meteorol., 201, 61–75, https://doi.org/10.1016/j.agrformet.2014.10.017, 2015.
Duncan, B. N., Logan, J. A., Bey, I., Megretskaia, I. A., Yantosca, R. M., Novelli, P. C., Jones, N. B., and Rinsland, C. P.: Global budget of CO, 1988–1997: Source estimates and validation with a global model, J. Geophys. Res., 112D, D22301, https://doi.org/10.1029/2007JD008459, 2007.
Gaubert, B., Worden, H. M., Arellano, A. F. J., Emmons, L. K., Tilmes, S., Barré, J., Martinez Alonso, S., Vitt, F., Anderson, J. L., Alkemade, F., Houweling, S., and Edwards, D. P.: Chemical feedback from decreasing carbon monoxide emissions, Geophys. Res. Lett., 44, 9985–9995, https://doi.org/10.1002/2017gl074987, 2017.
Gelybó, G., Barcza, Z., Kern, A., and Kljun, N.: Effect of spatial heterogeneity on the validation of remote sensing based GPP estimations, Agr. Forest Meteorol., 174–175, 43–53, https://doi.org/10.1016/j.agrformet.2013.02.003, 2013.
Greco, S. and Baldocchi, D. D.: Seasonal variations of CO2 and water vapour exchange rates over a temperate deciduous forest, Global Change Biol., 2, 183–197, https://doi.org/10.1111/j.1365-2486.1996.tb00071.x, 1996.
Haszpra, L. and Barcza, Z.: Climate variability as reflected in a regional atmospheric CO2 record, Tellus B, 62, 417–426, https://doi.org/10.1111/j.1600-0889.2010.00505.x, 2010.
Haszpra, L. and Barcza, Z.: Hourly surface-atmosphere carbon monoxide fluxes at Hegyhátsál (Hungary) tall-tower atmospheric monitoring site with environmental data (1 July 2015–30 June 2025) (Versions v01_18092025_23042026) [Dataset], Zenodo [data set], https://doi.org/10.5281/zenodo.20025124, 2026.
Haszpra, L., Barcza, Z., Bakwin, P. S., Berger, B. W., Davis, K. J., and Weidinger, T.: Measuring system for the long-term monitoring of biosphere/atmosphere exchange of carbon dioxide, J. Geophys. Res., 106D, 3057–3070, https://doi.org/10.1029/2000JD900600, 2001.
Haszpra, L., Barcza, Z., Davis, K. J., and Tarczay, K.: Long term tall tower carbon dioxide flux monitoring over an area of mixed vegetation, Agr. Forest Meteorol., 132, 58–77, https://doi.org/10.1016/j.agrformet.2005.07.002, 2005.
Haszpra, L., Hidy, D., Taligás, T., and Barcza, Z.: First results of tall tower based nitrous oxide flux monitoring over an agricultural region in Central Europe, Atmos. Environ., 176, 240–251, https://doi.org/10.1016/j.atmosenv.2017.12.035, 2018.
Haszpra, L., Barcza, Z., Ferenczi, Z., Hollós, R., Kern, A., and Kljun, N.: Real-world wintertime CO, N2O, and CO2 emissions of a central European village, Atmos. Meas. Tech., 15, 5019–5031, https://doi.org/10.5194/amt-15-5019-2022, 2022.
Hedelius, J. K., Toon, G. C., Buchholz, R. R., Iraci, L. T., Podolske, J. R., Roehl, C. M., Wennberg, P. O., Worden, H. M., and Wunch, D.: Regional and Urban Column CO Trends and Anomalies as Observed by MOPITT Over 16 Years, J. Geophys. Res.-Atmos., 126, e2020JD033967, https://doi.org/10.1029/2020JD033967, 2021.
Heidbach, K., Schmid, H. P., and Mauder, M.: Experimental evaluation of flux footprint models, Agr. Forest Meteorol., 246, 142–153, https://doi.org/10.1016/j.agrformet.2017.06.008, 2017.
Helbig, M., Chasmer, L. E., Kljun, N., Quinton, W. L., Treat, C. C., and Sonnentag, O.: The positive net radiative greenhouse gas forcing of increasing methane emissions from a thawing boreal forest-wetland landscape, Global Change Biol., 23, 2413–2427, https://doi.org/10.1111/gcb.13520, 2017.
Herig Coimbra, P. H., Loubet, B., Laurent, O., Bignotti, L., Lozano, M., and Ramonet, M.: Eddy covariance with slow-response greenhouse gas analysers on tall towers: bridging atmospheric and ecosystem greenhouse gas networks, Atmos. Meas. Tech., 17, 6625–6645, https://doi.org/10.5194/amt-17-6625-2024, 2024.
Herig Coimbra, P. H., Loubet, B., Laurent, O., Mauder, M., Heinesch, B., Bitton, J., Delpierre, N., Berveiller, D., Depuydt, J., and Buysse, P.: Evaluation of a novel approach to partitioning respiration and photosynthesis using eddy covariance, wavelets and conditional sampling, Agr. Forest Meteorol., 372, 110684, https://doi.org/10.1016/j.agrformet.2025.110684, 2025.
Hernandez Rodriguez, L. C., Goodwell, A. E., and Kumar, P.: Inside the flux footprint: The role of organized land cover heterogeneity on the dynamics of observed land-atmosphere exchange fluxes, Frontiers in Water, 5, https://doi.org/10.3389/frwa.2023.1033973, 2023.
Hilland, R., Hashemi, J., Stagakis, S., Brunner, D., Constantin, L., Kljun, N., Kunz, A.-K., Molinier, B., Hammer, S., Emmenegger, L., and Christen, A.: Sectoral attribution of greenhouse gas and pollutant emissions using multi-species eddy covariance on a tall tower in Zurich, Switzerland, Atmos. Chem. Phys., 25, 14279–14299, https://doi.org/10.5194/acp-25-14279-2025, 2025.
Holtslag, A. A. M. and Nieuwstadt, F. T. M.: Scaling the atmospheric boundary layer, Bound.-Lay. Meteorol., 36, 201–209, https://doi.org/10.1007/bf00117468, 1986.
Horner, J. M.: Anthropogenic emissions of carbon monoxide, Rev. Environ. Health, 15, 289–298, https://doi.org/10.1515/REVEH.2000.15.3.289, 2000.
Hungarian Central Statistical Office: Hegyhátsál, Detailed Gazeteer, https://www.ksh.hu/apps/hntr.telepules?p_lang=EN&p_id=30216, last access: 19 September 2025.
IPCC: 2006 IPCC Guidelines for National Greenhouse Gas Inventories – Prepared by the National Greenhouse Gas Inventories Programme, edited by: Eggleston, H. S., Buendia, L., Miwa, K., Ngara, T., and Tanabe, K., https://www.ipcc-nggip.iges.or.jp/public/2006gl/ (last access: 10 December 2025), 2006.
Khalil, M. A. K., Pinto, J. P., and Shearer, M. J.: Atmospheric carbon monoxide, Chemosphere – Global Change Science, 1, ix–xi, https://doi.org/10.1016/S1465-9972(99)00053-7, 1999.
King, G. M.: Land use impacts on atmospheric carbon monoxide consumption by soils, Global Biogeochem. Cy., 14, 1161–1172, https://doi.org/10.1029/2000GB001272, 2000.
King, G. M. and Weber, C. F.: Distribution, diversity and ecology of aerobic CO-oxidizing bacteria, Nat. Rev. Microbiol., 5, 107–118, https://doi.org/10.1038/nrmicro1595, 2007.
Kljun, N., Rotach, M. W., and Schmid, H. P.: A three-dimensional backward Lagrangian footprint model for a wide range of boundary-layer stratifications, Bound.-Lay. Meteorol., 103, 205–226, https://doi.org/10.1023/A:1014556300021, 2002.
Kljun, N., Calanca, P., Rotach, M. W., and Schmid, H. P.: A Simple Parameterisation for Flux Footprint Predictions, Bound.-Lay. Meteorol., 112, 503–523, https://doi.org/10.1023/B:BOUN.0000030653.71031.96, 2004.
Kljun, N., Calanca, P., Rotach, M. W., and Schmid, H. P.: A simple two-dimensional parameterisation for Flux Footprint Prediction (FFP), Geosci. Model Dev., 8, 3695–3713, https://doi.org/10.5194/gmd-8-3695-2015, 2015.
Kroon, P. S., Hensen, A., Jonker, H. J. J., Ouwersloot, H. G., Vermeulen, A. T., and Bosveld, F. C.: Uncertainties in eddy covariance flux measurements assessed from CH4 and N2O observations, Agr. Forest Meteorol., 150, 806–816, https://doi.org/10.1016/j.agrformet.2009.08.008, 2010.
Laasonen, A.: Biogenic carbon monoxide fluxes in four terrestrial ecocystems, MS thesis, University of Helsinki, Faculty of Science, http://hdl.handle.net/10138/337751 (last access: 14 November 2025), 2021.
Laasonen, A., Buzacott, A., Kohonen, K.-M., Lundin, E., Meire, A., Pihlatie, M., and Mammarella, I.: Radiation and surface wetness drive carbon monoxide fluxes from an Arctic peatland, Biogeosciences, 22, 7505–7518, https://doi.org/10.5194/bg-22-7505-2025, 2025.
Lee, X.: On micrometeorological observations of surface-air exchange over tall vegetation, Agr. Forest Meteorol., 91, 39–49, https://doi.org/10.1016/S0168-1923(98)00071-9, 1998.
Lelieveld, J., Gromov, S., Pozzer, A., and Taraborrelli, D.: Global tropospheric hydroxyl distribution, budget and reactivity, Atmos. Chem. Phys., 16, 12477–12493, https://doi.org/10.5194/acp-16-12477-2016, 2016.
Liu, L., Zhuang, Q., Zhu, Q., Liu, S., van Asperen, H., and Pihlatie, M.: Global soil consumption of atmospheric carbon monoxide: an analysis using a process-based biogeochemistry model, Atmos. Chem. Phys., 18, 7913–7931, https://doi.org/10.5194/acp-18-7913-2018, 2018.
Magyar Közút: Az országos közutak 2023. évre vonatkozó keresztmetszeti forgalma, https://internet.kozut.hu/download/az-orszagos-kozutak-2023-evre-vonatkozo-keresztmetszeti- forgalma/, last access: 19 September 2025.
Massman, W. J.: The attenuation of concentration fluctuations in turbulent flow through a tube, J. Geophys. Res.-Atmos., 96, 15269–15273, https://doi.org/10.1029/91jd01514, 1991.
Molinier, B., Aigner, P., Brunner, D., Chen, J., Christen, A., Constantin, L., Denier van der Gon, H., Hilland, R., Kühbacher, D., Li, J., Maiwald, R., Super, I., Vardag, S. N., and Kljun, N.: Insights from the convolution of emission inventories with flux footprints from tall eddy covariance towers at three European cities, ACS ES&T Air, 3, 1664–1676, https://doi.org/10.1021/acsestair.6c00148, 2026.
Moore, C. J.: Frequency response corrections for eddy correlation systems, Bound.-Lay. Meteorol., 37, 17–35, https://doi.org/10.1007/bf00122754, 1986.
Murphy, R. M., Lanigan, G., Martin, D., and Cowan, N.: Carbon monoxide fluxes measured using the eddy covariance method from an intensively managed grassland in Ireland, Environmental Science: Atmospheres, 3, 1834–1846, https://doi.org/10.1039/d3ea00112a, 2023.
Peltola, O., Hensen, A., Belelli Marchesini, L., Helfter, C., Bosveld, F. C., van den Bulk, W. C. M., Haapanala, S., van Huissteden, J., Laurila, T., Lindroth, A., Nemitz, E., Röckmann, T., Vermeulen, A. T., and Mammarella, I.: Studying the spatial variability of methane flux with five eddy covariance towers of varying height, Agr. Forest Meteorol., 214–215, 456–472, https://doi.org/10.1016/j.agrformet.2015.09.007, 2015.
Pihlatie, M., Rannik, Ü., Haapanala, S., Peltola, O., Shurpali, N., Martikainen, P. J., Lind, S., Hyvönen, N., Virkajärvi, P., Zahniser, M., and Mammarella, I.: Seasonal and diurnal variation in CO fluxes from an agricultural bioenergy crop, Biogeosciences, 13, 5471–5485, https://doi.org/10.5194/bg-13-5471-2016, 2016.
Ragsdale, S. W.: Life with carbon monoxide, Critical Reviews in Biochemistry and Molecular Biology, 39, 165–195, https://doi.org/10.1080/10409230490496577, 2004.
Schade, G. W., Hofmann, R.-M., and Crutzen, P. J.: CO emissions from degrading plant matter (I): Measurements, Tellus B, 51, 889–908, https://doi.org/10.3402/tellusb.v51i5.16501, 1999.
Schmidt, G. A., Ruedy, R. A., Miller, R. L., and Lacis, A. A.: Attribution of the present-day total greenhouse effect., J. Geophys. Res., 115D, D20106, https://doi.org/10.1029/2010JD014287, 2010.
Seiler, W. and Giehl, H.: Influence of plants on the atmospheric carbon monoxide, Geophys. Res. Lett., 4, 329–332, https://doi.org/10.1029/GL004i008p00329, 1977.
Sun, W., Kooijmans, L. M. J., Maseyk, K., Chen, H., Mammarella, I., Vesala, T., Levula, J., Keskinen, H., and Seibt, U.: Soil fluxes of carbonyl sulfide (COS), carbon monoxide, and carbon dioxide in a boreal forest in southern Finland, Atmos. Chem. Phys., 18, 1363–1378, https://doi.org/10.5194/acp-18-1363-2018, 2018.
Szopa, S., Naik, V., Adhikary, B., Artaxo, P., Berntsen, T., Collins, W. D., Fuzzi, S., Gallardo, L., Kiendler-Scharr, A., Klimont, Z., Liao, H., Unger, N., and Zani, P.: Short-lived Climate Forcers, In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Masson-Delmotte, V., Zhai, P., Pirani, A., Connors, S. L., Péan, C., Berger, S., Caud, N., Chen, Y., Goldfarb, L., Gomis, M. I., Huang, M., Leitzell, K., Lonnoy, E., Matthews, J. B. R., Maycock, T. K., Waterfield, T., Yelekçi, O., Yu, R., and Zhou, B., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 817–922, https://doi.org/10.1017/9781009157896.008, 2023.
Tanács, E., Belényesi, M., Lehoczki, R., Pataki, R., Petrik, O., Standovár, T., Pásztor, L., Laborczi, A., Szatmári, G., Molnár, Z., Bede-Fazekas, Á., Somodi, I., Kristóf, D., Kovács-Hostyánszki, A., Török, K., Kisné Fodor, L., Zsembery, Z., Friedl, Z., and Maucha, G.: Compiling a high-resolution country-level ecosystem map to support environmental policy: methodological challenges and solutions from Hungary, Geocarto Int., 37, 8746–8769, https://doi.org/10.1080/10106049.2021.2005158, 2021.
Tarr, M. A., Miller, W. L., and Zepp, R. G.: Direct carbon monoxide photoproduction from plant matter, J. Geophys. Res.-Atmos., 100, 11403–11413, https://doi.org/10.1029/94JD03324, 1995.
Tikkasalo, O.-P., Peltola, O., Alekseychik, P., Heikkinen, J., Launiainen, S., Lehtonen, A., Li, Q., Martínez-García, E., Peltoniemi, M., Salovaara, P., Tuominen, V., and Mäkipää, R.: Eddy-covariance fluxes of CO2, CH4 and N2O in a drained peatland forest after clear-cutting, Biogeosciences, 22, 1277–1300, https://doi.org/10.5194/bg-22-1277-2025, 2025.
Tuovinen, J.-P., Aurela, M., Hatakka, J., Räsänen, A., Virtanen, T., Mikola, J., Ivakhov, V., Kondratyev, V., and Laurila, T.: Interpreting eddy covariance data from heterogeneous Siberian tundra: land-cover-specific methane fluxes and spatial representativeness, Biogeosciences, 16, 255–274, https://doi.org/10.5194/bg-16-255-2019, 2019.
van Asperen, H., Warneke, T., Sabbatini, S., Nicolini, G., Papale, D., and Notholt, J.: The role of photo- and thermal degradation for CO2 and CO fluxes in an arid ecosystem, Biogeosciences, 12, 4161–4174, https://doi.org/10.5194/bg-12-4161-2015, 2015.
van Asperen, H., Warneke, T., Carioca de Araújo, A., Forsberg, B., José Filgueiras Ferreira, S., Röckmann, T., van der Veen, C., Bulthuis, S., Ramos de Oliveira, L., de Lima Xavier, T., da Mata, J., de Oliveira Sá, M., Ricardo Teixeira, P., Andrews de França e Silva, J., Trumbore, S., and Notholt, J.: The emission of CO from tropical rainforest soils, Biogeosciences, 21, 3183–3199, https://doi.org/10.5194/bg-21-3183-2024, 2024.
van der Molen, M. K., Gash, J. H. C., and Elbers, J. A.: Sonic anemometer (co)sine response and flux measurement: II. The effect of introducing an angle of attack dependent calibration, Agr. Forest Meteorol., 122, 95–109, 2004.
Vickers, D. and Mahrt, L.: Quality Control and Flux Sampling Problems for Tower and Aircraft Data, J. Atmos. Ocean. Tech., 14, 512–526, https://doi.org/10.1175/1520-0426(1997)014<0512:qcafsp>2.0.co;2, 1997.
Webb, E. K., Pearman, G. I., and Leuning, R.: Correction of flux measurements for density effects due to heat and water vapour transfer, Q. J. Roy. Meteor. Soc., 106, 85–100, https://doi.org/10.1002/qj.49710644707, 1980.
Whalen, S. C. and Reeburgh, W. S.: Carbon monoxide consumption in upland boreal forest soils, Soil Biol. Biochem., 33, 1329–1338, https://doi.org/10.1016/S0038-0717(01)00038-4, 2001.
WMO: Twenty-First WMO/IAEA Meeting on Carbon Dioxide, Other Greenhouse Gases and Related Tracers Measurement Techniques (GGMT-2022), edited by: Crotwell, A., Huang, L., Sperlich, P., and Vogel, F., WMO GAW Report no. 292, https://library.wmo.int/idurl/4/68925 (last access: 18 December 2025), 2024.
Zhao, Y., Saunois, M., Bousquet, P., Lin, X., Berchet, A., Hegglin, M. I., Canadell, J. G., Jackson, R. B., Deushi, M., Jöckel, P., Kinnison, D., Kirner, O., Strode, S., Tilmes, S., Dlugokencky, E. J., and Zheng, B.: On the role of trend and variability in the hydroxyl radical (OH) in the global methane budget, Atmos. Chem. Phys., 20, 13011–13022, https://doi.org/10.5194/acp-20-13011-2020, 2020.
Zheng, B., Chevallier, F., Yin, Y., Ciais, P., Fortems-Cheiney, A., Deeter, M. N., Parker, R. J., Wang, Y., Worden, H. M., and Zhao, Y.: Global atmospheric carbon monoxide budget 2000–2017 inferred from multi-species atmospheric inversions, Earth Syst. Sci. Data, 11, 1411–1436, https://doi.org/10.5194/essd-11-1411-2019, 2019.
Short summary
The net land-atmosphere exchange of carbon monoxide remains highly uncertain due to the scarcity of long-term monitoring. This study analyses a 10-year-long data series from a tall-tower eddy covariance system. The flux footprint of this system covers a heterogeneous landscape. Vegetation-dominated areas acted as a weak net source. Solar radiation was identified as the primary driver of the emissions. Emissions from the populated areas significantly exceeded the activity-based estimations.
The net land-atmosphere exchange of carbon monoxide remains highly uncertain due to the scarcity...
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