RUSSIAN JOURNAL OF FOREST SCIENCE, 2019, No. 5, P. 435-448


NATURAL AND MODEL ASSESSMENTS OF RESPIRATION OF FOREST SOD-PODZOLIC SOIL IN THE PRIOKSKO-TERRASNY BIOSPHERE RESERVE
I. N. Kurganova1, V. O. Lopes de Gerenyu1, T. N. Myakshina1, D. V. Sapronov1, I. V. Romashkin2, V. A. Zhmurin1, V. N. Kudeyarov1

1Institute of Physicochemical and Biological Problems of Soil Sciences, Russian Academy of Sciences
Institutskaya st. 2, Pushchino, Moscow Oblast, 142290, Russia
E-mail: ikurg@mail.ru
2Forest Research Institute, Karelian Research Centre of the Russian Academy of Sciences
Pushkinskaya st. 11, Petrozavodsk, 185910, Russia


Received 10 February 2019
Modeling of carbon cycle in forests is conventionally reduced to modeling of the main components, including emissions (respiration of soils and debris) and production (deposition of carbon in plants and soils). In this study we examined applicability of various versions of T&P-model to estimate of monthly, seasonal and annual fluxes of CO2 from sod-podzolic soil in mixed forest of Prioksko-Terrasny Nature Reserve, Moscow Oblast. The model was parameterized, verified and the accuracy was tested using the database of 20-year monitoring of CO2 emissions from soils and independent weather variables, including mean monthly air temperature, and monthly precipitation. The numeric experiments showed that all versions of the T&P model (both initial and parameterized by a training sets at different temporal intervals) satisfactorily describe the interannual dynamics of mean monthly respiration of sod-podzolic soil under forest cover, SRm. Parameterization of T&P model with experimental data as a training set did not improved the quality of modeling in any of the test intervals. When 20 years means weather data were used for estimation of SRmod-mean, seasonal and annual soil fluxes of CO2 (SeSRmod-mean), the experimental values of SeSRexp were less in most cases. SeSRmod-mean for annual, summertime and wintertime soil CO2 fluxes were on average 4.5-6.7 % higher than SeSRexp, and 3% for the warm period. The largest discrepancy was found during spring, with ~22% excess of modeled over measured data. Thus, the 20 years mean weather data approved applicability of an ensemble of versions of T&P-model for estimation of seasonal and annual fluxes of CO2 from soil in humid continental climate.
Keywords: soil CO2 emission, empiric modeling, weather parameters, forest ecosystems, humid continental climate, parameterization, verification, accuracy of modeling.
Acknowledgements: Studies were held in the framework of the State Assignment (project no. АААА-А18-118013190177-9) with the financial support of the Program of the Presidium of the Russian Academy of Sciences no. 51 (project no. AAAA-A18-118013190179-3) and Russian Foundation for Basic Research (project no. 19-04-01282a).
DOI: 10.1134/S002411481905005X


REFERENCES



  • Bukvareva E.N., Grunewald K., Bobylev S.N., Zamolodchikov D.G., Zimenko A.V., Bastian O., The current state of knowledge of ecosystems and ecosystem services in Russia: A status report, Ambio, 2015, Vol. 44, No. 6, pp. 491-507.

  • Chen S., Huang Y., Zou J., Shen Q., Hu Z., Qin Y., Chen H., Pan G., Modeling interannual variability of global soil respiration from climate and soil properties, Agricultural and Forest Meteorology, 2010, Vol. 150, No. 4, pp. 590-605.

  • Chertov O.G., Nadporozhskaya M.A., Modeli dinamiki organicheskogo veshchestva pochv: problemy i perspektivy (Models of soil organic matter dynamics: problems and perspectives), Komp'yuternye issledovaniya i modelirovanie, 2016, Vol. 8, No. 2, pp. 391-399.

  • Gauthier S., Bernier P., Kuuluvainen T., Shvidenko A.Z., Schepaschenko D.G., Boreal forest health and global change, Science, 2015, Vol. 349, No. 6250, pp. 819-822.

  • Hashimoto S., Carvalhais N., Ito A., Migliavacca M., Nishina K., Reichstein M., Global spatiotemporal distribution of soil respiration modeled using a global database, Biogeosciences, 2015, Vol. 12, pp. 4121-4132.

  • http://www.R-project.org/, (16 May 2019).

  • Isaev A.S., Soukhovolsky V.G., Khlebopros R.G., Model approaches to description of critical phenomena in forest ecosystems, Contemporary Problems of Ecology, 2011, Vol. 4, No. 7, pp. 699-705.

  • Ivanov A.V., Braun M., Tataurov V.A., Seasonal and daily dynamics of the CO2 emission from soils of Pinus koraiensis forests in the south of the Sikhote-Alin Range, Eurasian Soil Science, 2018, Vol. 51, No. 3, pp. 290-295.

  • Janssens I.A., Pilegaard K., Large seasonal changes in Q10 of soil respiration in a beech forest, Global Change Biology, 2003, Vol. 9, No. 6, pp. 911-918.

  • Karelin D.V., Pochikalov A.V., Zamolodchikov D.G., Gitarskii M.L., Factors of spatiotemporal variability of CO2 fluxes from soils of southern taiga spruce forests of Valdai, Contemporary Problems of Ecology, 2014, Vol. 7, No. 7, pp. 743-751.

  • Karelin D.V., Zamolodchikov D.G., Isaev A.S., Unconsidered sporadic sources of carbon dioxide emission from soils in taiga forests, Doklady Biological Sciences, 2017, Vol. 475, No. 1, pp. 165-168.

  • Kätterer T., Reichstein M., Andrén O., Lomander A., Temperature dependence of organic matter decomposition: a critical review using literature data analyzed with different models, Biology and fertility of soils, 1998, Vol. 27, No. 3, pp. 258-262.

  • Kudeyarov V.N., Modelirovanie dinamiki organicheskogo veshchestva lesnykh pochv (

  • Modeling of dynamics of organic matter in forest soils), Moscow: Nauka, 2007, 380 p.

  • Kurganova I., Lopes De Gerenyu V., Rozanova L., Sapronov D., Myakshina T., Kudeyarov V., Annual and seasonal CO2 fluxes from Russian southern taiga soils, Tellus B: chemical and physical meteorology, 2003, Vol. 55, No. 2, pp. 338-344.

  • Kurganova I.N., Lopes De Gerenyu V.O., Ableeva V.A., Bykhovets S.S., Klimat yuzhnogo Podmoskov'ya: sovremennye trendy i otsenka anomal'nosti (Climate of Moscow Region south: Current trends and assessment of extremeness), Fundamental'naya i prikladnaya klimatologiya, 2017, Vol. 4, pp. 62-78.

  • Kurganova I.N., Lopes De Gerenyu V.O., Gallardo Lancho J.F., Oehm C.T., Evaluation of the rates of soil organic matter mineralization in forest ecosystems of temperate continental, mediterranean, and tropical monsoon climates, Eurasian Soil Science, 2012, Vol. 45, No. 1, pp. 68-79.

  • Kurganova I.N., Lopes De Gerenyu V.O., Myakshina T.N., Sapronov D.V., Kudeyarov V.N., CO2 emission from soils of various ecosystems of the Southern Taiga Zone: Data analysis of continuous 12-year monitoring, Doklady Biological Sciences, 2011, Vol. 436, No. 1, pp. 56–58.

  • Kurganova I.N., Lopes De Gerenyu V.O., Myakshina T.N., Sapronov D.V., Savin I.Y., Shorohova E.V., Carbon balance in forest ecosystems of southern part of Moscow region under a rising aridity of climate, Contemporary problems of ecology, 2017, Vol. 10, No. 7, pp. 748-760.

  • Kurganova I.N., Lopes De Gerenyu V.O., Petrov A.S., Myakshina T.N., Sapronov D.V., Ableeva V.A., Kudeyarov V.N., Effect of the observed climate changes and extreme weather phenomena on the emission component of the carbon cycle in different ecosystems of the southern taiga zone, Doklady Biological Sciences, 2011, Vol. 441, No. 1, pp. 412-416.

  • Kurganova I.N., Lopes De Gerenyu V.O., Romashkin I.V., Myakshina T.N., Sapronov D.V., Primenenie T&P modeli dlya chislennoi otsenki godovykh potokov CO2 iz pochv lesnykh ekosistem (Long-term population dynamics of the Aporrectodea caliginosa earthworm in broadleaved forests of Kaluga Oblast), Nauchnye osnovy ustoichivogo upravleniya lesami (Theoretical basis of sustainable management of forests), Moscow, 25–27 October 2016, Moscow: Izd-vo TsEPL RAN, 2018, pp. 197–199.

  • Lal R., Forest soils and carbon sequestration, Forest Ecology and Management, 2005, Vol. 220, No. 1-3, pp. 242-258.

  • Le Quéré C., Peters G.P., Andres R.J., Andrew R.M., Boden T.A., Ciais P., Friedlingstein P., Houghton R.A., Marland G., Moriarty R., Sitch S., Tans P., Arneth A., Arvanitis A., Bakker D.C.E., Bopp L., Canadell J.G., Chini L.P., Doney S.C., Harper A., Harris I., House J.I., Jain A.K., Jones S.D., Kato E., Keeling R.F., Klein Goldewijk K., Körtzinger A., Koven C., Lefèvre N., Maignan F., Omar A., Ono T., Park G.-H., Pfeil B., Poulter B., Raupach M.R., Regnier P., Rödenbeck C., Saito S., Schwinger J., Segschneider J., Stocker B.D., Takahashi T., Tilbrook B., Van Heuven S., Viovy N., Wanninkhof R., Wiltshire A., Zaehle S., Global carbon budget 2013, Earth system science data, 2014, Vol. 6, No. 1, pp. 235-263.

  • Liu Y., Shang Q., Wang Z., Zhang K., Zhao C., Spatial Heterogeneity of Soil Respiration Response To Precipitation Pulse in A Temperate Mixed Forest in Central China, Journal of Plant and Animal Ecology, 2017, Vol. 1, No. 1, pp. 1.

  • Lopes De Gerenyu V.O., Kurganova I.N., Rozanova L.N., Kudeyarov V.N., Annual emission of carbon dioxide from soils of the southern taiga zone of Russia, Eurasian Soil Science, 2001, Vol. 34, No. 9, pp. 931-944.

  • Lopes De Gerenyu V.O., Kurganova I.N., Rozanova L.N., Kudeyarov V.N., Effect of temperature and moisture on CO2 evolution rate of cultivated Phaeozem: analyses of long-term field experiment, Plant, soil and environment, 2005, Vol. 51, No. 5, pp. 213-219.

  • Lukina N.V., Isaev A.S., Kryshen' A.M., Onuchin A.A., Sirin A.A., Gagarin Y.N., Bartalev S.A., Prioritetnye napravleniya razvitiya lesnoi nauki kak osnovy ustoichivogo upravleniya lesami (Research priorities in forest science - the basis of sustainable forest management), Lesovedenie, 2015, No. 4, pp. 243–254.

  • Osipov A.F., Emissiya dioksida ugleroda s poverkhnosti pochvy spelogo sosnyaka chernichnogo v srednei taige Respubliki Komi (Carbon dioxide emission from the soil surface in mature bilberry pine forest in Middle Taiga of the Komi Republic), Lesovedenie, 2015, No. 5, pp. 356-366.

  • Raich J.W., Potter C.S., Global patterns of carbon dioxide emissions from soils, Global Biogeochemical Cycles, 1995, Vol. 9, No. 1, pp. 23-36.

  • Raich J.W., Potter C.S., Bhagawati D., Interannual variability in global soil respiration, 1980-94, Global Change Biology, 2002, Vol. 8, No. 8, pp. 800-812.

  • Reichstein M., Rey A., Freibauer A., Tenhunen J., Valentini R., Banza J., Casals P., Grünzweig J.M., Irvine J., Joffre R., Law B.E., Loustau D., Miglietta M., Oechel W., Ourcival J.-M., Pereira J.S., Peressotti A., Ponti F., Qi Y., Rambal S., Rayment M., Romanya J., Rossi F., Tedeschi V., Tirone G., Xu M., Yakir D., Modeling temporal and large-scale spatial variability of soil respiration from soil water availability, temperature and vegetation productivity indices, Global Biogeochemical Cycles, 2003, Vol. 17, No. 4, pp. 1104.

  • Shitikov V.K., Rozenberg G.S., Zinchenko T.D., Kolichestvennaya gidroekologiya: metody sistemnoi identifikatsii (Quantitative hydroecology: methods of system identification), Tolyatti: Izd-vo SamNTs RAN, 2003, 463 p.

  • Shvidenko A.Z., Schepaschenko D.G., Uglerodnyi byudzhet lesov Rossii (Carbon budget of Russian forests), Sibirskii lesnoi zhurnal, 2014, No. 1, pp. 69-92.

  • Song X., Peng C., Zhao Z., Zhang Z., Guo B., Wang W., Jiang H., Zhu Q., Quantification of soil respiration in forest ecosystems across China, Atmospheric Environment, 2014, Vol. 94, pp. 546-551.

  • Theil H., Economic forecasts and policy, Moscow: Statistika, 1971, 487 p.

  • Vygodskaya N.N., Varlagin A.V., Kurbatova Y.A., Ol'chev A.V., Panferov O.I., Tatarinov F.A., Shalukhina N.V., Response of taiga ecosystems to extreme weather conditions and climate anomalies, Doklady Biological Sciences, 2009, Vol. 429, No. 6, pp. 571-574.

  • Wang X., Jiang Y., Jia B., Wang F., Zhou G., Comparison of soil respiration among three temperate forests in Changbai Mountains, China, Canadian Journal of Forest Research, 2010, Vol. 40, No. 4, pp. 788-795.

  • Zamolodchikov D.G., Grabovskii V.I., Chestnykh O.V., Dinamika balansa ugleroda v lesakh federal'nykh okrugov Rossiiskoi Federatsii (Dynamics of the carbon budget of forests of federal districts of Russian Federation), Voprosy lesnoi nauki, 2018, Vol. 1, No. 1, DOI: 10.31509/2658-607X-2018-1-1-1-24.

  • Zamolodchikov D.G., Grabovskii V.I., Kraev G.N., A twenty year retrospective on the forest carbon dynamics, Contemporary Problems of Ecology, 2011, Vol. 4, No. 7, pp. 706-715.

  • Zamolodchikov D.G., Grabovskii V.I., Shulyak P.P., Chestnykh O.V., Recent decrease in carbon sink to Russian forests, Doklady Biological Sciences, 2017, Vol. 476, No. 1, pp. 200-202.

  • Zamolodchikov D.G., Gytarsky M.L., Shilkin A.V., Marunich A.S., Karelin D.V., Blinov V.G., Ivashchenko A.I., Monitoring tsiklov dioksida ugleroda i vodyanogo para na poligone ''Log Taezhnyi'' (Valdaiskii natsional'nyi park) (Monitoring of carbon dioxide and water vapor cycles at the ''Log Tayozhny'' experimental site (National park ''Valdaysky'')), Fundamental'naya i prikladnaya klimatologiya, 2017, Vol. 1, pp. 54-68.

  • Zamolodchikov D.G., Korovin G.N., Gitarskii M.L., Byudzhet ugleroda upravlyaemykh lesov Rossiiskoi Federatsii (Carbon budget of the managed forests of the Russian Federation), Lesovedenie, 2007, No. 6, pp. 23-34.

  • Zheng Z.-M., Yu G.-R., Fu Y.-L., Wang Y.-S., Sun X.-M., Wang Y.-H., Temperature sensitivity of soil respiration is affected by prevailing climatic conditions and soil organic carbon content: A trans-China based case study, Soil Biology and Biochemistry, 2009, Vol. 41, No. 7, pp. 1531-1540.