Application of a balanced identification method for gap-filling in CO2 flux data in a sphagnum peat bog

 pdf (5715K)  / Annotation

List of references:

  1. М. И. Будыко. Климат и жизнь. — Л: Гидрометеоиздат, 1971. — 470 с.
    • M. I. Budyko. Climate and life. — Leningrad: Gidrometeoizdat, 1971. — 470 p. — in Russian.
  2. М. И. Будыко. Изменения климата. — Л: Гидрометеоиздат, 1974. — 280 с.
    • M. I. Budyko. Climate change. — Leningrad: Gidrometeoizdat, 1974. — 280 p. — in Russian.
  3. Т. В. Глухова, С. Э. Вомперский, А. Г. Ковалев. Эмиссия СО2 с поверхности олиготрофных болот южно-таежной зоны европейской территории России с учетом микрорельефа // Почвоведение. — 2014. — № 1. — С. 48–57.
    • T. V. Glukhova, S. E. Vomperskiy, Kovalev A. G.. Emissions of СО2 from the surface of oligotrophic bogs in the southern taiga zone of the European part of Russia, taking into the micro terrain // Pedology. — 2014. — no. 1. — P. 48–57. — in Russian.
  4. В. Н. Кудеяров, И. Н. Курганова. Дыхание почв России: анализ базы данных, многолетний мониторинг, моделирование, общие оценки // Почвоведение. — 2005. — № 9. — С. 1112–1121.
    • V. N. Kudeyarov, I. N. Kurganova. Russia's Soil Breath: database analysis, long-term monitoring, modeling, general assessments // Pedology. — 2005. — no. 9. — P. 1112–1121. — in Russian.
  5. Д. Г. Иванов, В. К. Авилов, Ю. А. Курбатова. Потоки CO2 на верховом болоте в южнотаежной зоне европейской части России в летний период // Сибирский экологический журнал. — 2017. — № 2. — С. 109–118.
    • D. G. Ivanov, V. K. Avilov, J. A. Kurbatova. CO2 fluxes on the South taiga bog in the European part of Russia in summer // Contemporary Problems of Ecology. — 2017. — V. 10, no. 2. — P. 97–104. — DOI: 10.1134/S1995425517020056.
    • D. G. Ivanov, V. K. Avilov, J. A. Kurbatova. Potoki CO2 na verkhovom bolote v yuzhnotayezhnoy zone evropeyskoy chasti Rossii v letniy period // Sibirskiy ekologicheskiy zhurnal. — 2017. — no. 2. — P. 109–118. — in Russian.
  6. Т. Ю. Минаева, И. В. Глушков, М. Б. Носова, О. А. Стародубцева, Е. Н. Кураева, Е. М. Волкова. Очерк болот Центрально-Лесного заповедника / Комплексные исследования в Центрально-Лесном государственном природном биосферном заповеднике их прошлое, настоящее и будущее: материалы совещания. — / Труды Центрально-Лесного заповедника. — Тула: Изд-во Гриф и К°, 2007. — Т. 4. — С. 267–296.
    • T. J. Minayeva, I. V. Glushkov, M. B. Nosova, O. A. Starodubtseva, E. N. Kurayeva, E. M. Volkova. Essay on the bogs of the Central Forest Reserve / Proc. Of the Central Forest Reserve “Comprehensive research in the Central Forest State Biosphere Reserve on their past, present and future: Proc. Of the meeting”. — Tula: Grif i K° Publ, 2007. — V. 4. — P. 267–296. — in Russian.
  7. А. Г. Молчанов. Газообмен сфагнума при различных уровнях поверхностных грунтовых вод // Экология. — 2015. — № 3. — С. 182–188.
    • A. G. Molchanov. Gas exchange in sphagnum mosses at different near-surface groundwater levels // Russian Journal of Ecology. — 2015. — V. 46, no. 3. — P. 230–235. — DOI: 10.1134/S1067413615030066.
    • A. G. Molchanov. Gasoobmen sphagnuma pri raslichnix urovniax gruntovix vod // Ecologia. — 2015. — no. 3. — P. 182–188. — in Russian.
  8. А. Г. Молчанов, А. В. Ольчев. Модель газообмена СО2 сфагнового верхового болота // Компьютерные исследования и моделирование. — 2016. — Т. 8, № 2. — С. 369–377. — DOI: 10.20537/2076-7633-2016-8-2-369-377
    • A. G. Molchanov, A. V. Olchev. Model of CO2 exchange in a sphagnum peat bog // Computer Research and Modeling. — 2016. — V. 8, no. 2. — P. 369–377. — in Russian. — DOI: 10.20537/2076-7633-2016-8-2-369-377
  9. А. И. Роженко. Теория и алгоритмы вариационной сплайн-аппроксимации. — Новосибирск: Изд. ИВМиМГ СО РАН, 2005. — 244 с.
    • A. I. Rozhenko. Teoriya i algoritmy variatsionnoy splaynapproksimatsii. — Novosibirsk: ICM&MG SB RAS Publ, 2005. — 244 p. — in Russian.
  10. А. В. Соколов, В. В. Волошинов. Выбор математической модели: баланс между сложностью и близостью к измерениям // International Journal of Open Information Technologies. — 2018. — Т. 6, № 9. — С. 33–41. — http://injoit.org/index.php/j1/article/view/612.
    • A. V. Sokolov, V. V. Voloshinov. Choice of mathematical model: balance between complexity and proximity to measurements // International Journal of Open Information Technologies. — 2018. — V. 6, no. 9. — P. 33–41. — in Russian.
  11. А. Н. Тихонов. О математических методах автоматизации обработки наблюдений / Проблемы вычислительной математики. — М: Изд-во МГУ, 1980. — С. 3–17.
    • A. N. Tikhonov. Mathematical methods for automating the processing of observations / Problems of Computational Mathematics. — Moscow: MSU Publ, 1980. — P. 3–17. — in Russian. — MathSciNet: MR0606563.
  12. A. Arneth, J. Kurbatova, O. Kolle, O. B. Shibistova, J. Lloyd, N. N. Vygodskaya, E.-D. Schulze. Comparative ecosystem-atmosphere exchange of energy and mass in a European Russian and a central Siberian bog. II. Interseasonal and interannual variability of CO2 fluxes // Tellus B. — 2002. — V. 54. — P. 514–530. — ads: 2002TellB..54..514A.
  13. A. P. Afanasiev, A. V. Sokolov, V. V. Voloshinov. Inverse Problem in the Modeling on the Basis of Regularization and Distributed Computing in the Everest Environment / Data Analytics and Management in Data Intensive Domains: Collection of Scientific Papers of the XIX International Conference DAMDID. — RCDL’2017. — Moscow: FRC CSC RAS, 2017. — P. 132–140. — Moscow, October 10–13. — Kalinichenko L. A., etc. (eds.). — http://damdid2017.frccsc.ru/files/DAMDID_RCDL_2017_Proceedings.pdf.
  14. M. Aubinet, T. Vesala, D. Papale. Eddy Covariance: A Practical Guide to Measurement and Data Analysis. — Dordrecht, The Netherlands: Springer, 2012.
  15. G. B. Bonan, D. Pollard, S. L. Thompson. Effects of boreal forest vegetation on global climate // Nature. — 1992. — V. 359. — P. 716–718. — DOI: 10.1038/359716a0. — ads: 1992Natur.359..716B.
  16. V. Brovkin, T. Raddatz, C. H. Reick, M. Claussen, V. Gayler. Global biogeophysical interactions between forest and climate // Geophysical Research Letters. — 2009. — V. 36. — L07405. — DOI: 10.1029/2009GL037543.
  17. G. Burba. Eddy covariance method for scientific, industrial, agricultural and regulatory applications: A field book on measuring ecosystem gas exchange and areal emission rates. — Lincoln, Nebraska: LI-COR Biosciences, 2013.
  18. Chapin F. S. III, J. T. Randerson, A. D. McGuire, J. A. Foley, C. B. Field. Changing feedbacks in the climate–biosphere system // Front. Ecol. Environ. — 2008. — no. 6. — P. 313–320. — DOI: 10.1890/080005.
  19. J. Grace. The Carbon Cycle // The Encyclopedia of Biodiversity. — 2000. — no. 1. — P. 609–628.
  20. A. Ibrom, C. Schütz, T. Tworek, K. Morgenstern, A. Oltchev, M. Falk, J. Constantin, G. Gravenhorst. Eddy-correlation measurements of fluxes of CO2 and H2O above a spruce forest // J. Phys. Chem. Earth. — 1996. — V. 21 (5-6). — P. 409–414. — DOI: 10.1016/S0079-1946(97)81133-0.
  21. IPCC Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the IPCC. — Cambridge: Cambridge University Press, 2013. — 1535 p.
  22. I. A. Janssens, H. Lankreijer, G. Matteucci, A. S. Kowalski, N. Buchmann, D. Epron, K. Pilegaard, W. Kutsch, B. Longdoz, T. Grünwald, L. Montagnani, S. Dore, C. Rebmann, E. J. Moors, A. Grelle, Ü. Rannik, K. Morgenstern, A. Oltchev, R. Clement, J. Guomundsson, S. Minerbi, P. Berbigier, A. Ibrom, J. Moncrieff, M. Aubinet, C. Bernhofer, N. O. Jensen, T. Vesala, A. Granier, E.-D. Schulze, A. Lindroth, A. J. Dolman, P. G. Jarvis, R. Ceulemans, R. Valentini. Productivity overshadows temperature in determining soil and ecosystem respiration across European forests // J. Global Change Biology. — 2001. — V. 7, no. 3. — P. 269–279. — DOI: 10.1046/j.1365-2486.2001.00412.x. — ads: 2001GCBio...7..269J.
  23. P. J. Jarvis. The interpretation of the variations in leaf water potential and stomatal conductance found in canopies in the field // Phil. Trans. Royal Soc. — 1976. — V. B273. — P. 593–610. — DOI: 10.1098/rstb.1976.0035. — ads: 1976RSPTB.273..593J.
  24. J. Kurbatova, A. Arneth, N. N. Vygodskaya, O. Kolle, A. V. Varlagin, I. M. Milyukova, N. M. Tchebakova, E.-D. Schulze, J. Lloyd. Comparative ecosystem–atmosphere exchange of energy and mass in European Russian and central Siberian bog. I. Interseasonal and interannual variability of energy and latent heat fluxes during the snow free period // Tellus. — 2002. — V. B54. — P. 497–513. — ads: 2002TellB..54..497K.
  25. J. Kurbatova, Ch. Li, F. Tatarinov, A. Varlagin, N. Shalukhina, A. Olchev. Modeling of the carbon dioxide fluxes in European Russia peat bog // Environmental Research Letters. — 2009. — V. 4. — 045022. — DOI: 10.1088/1748-9326/4/4/045022. — ads: 2009ERL.....4d5022K.
  26. P. M. Lafleur, T. R. Moore, N. T. Roulet, S. Frolking. Ecosystem respiration in a cool temperate bog depends on Peat temperature but not water table // Ecosystems. — 2005. — V. 8, no. 6. — P. 619–629. — DOI: 10.1007/s10021-003-0131-2.
  27. M. Leppala, K. Kukko-oja, J. Laine, E-S. Tuittila. Seasonal dynamics of CO2 exchange during primary succession of boreal mires as controlled by phenology of plants // Ecoscience. — 2008. — V. 15, no. 4. — P. 360–471. — DOI: 10.2980/15-4-3142.
  28. V. Mamkin, J. Kurbatova, V. Avilov, Yu. Mukhartova, A. Krupenko, D. Ivanov, N. Levashova, A. Olchev. Changes in net ecosystem exchange of CO2, latent and sensible heat fluxes in a recently clear-cut spruce forest in western Russia: results from an experimental and modeling analysis // Environmental Research Letters. — 2016. — V. 11, no. 12. — 125012. — DOI: 10.1088/1748-9326/aa5189. — ads: 2016ERL....11l5012M.
  29. J. M. Norman, C. J. Kucharik, S. T. Gower, D. D. Baldocchi, P. M. Crill, M. Rayment, K. Savage, R. G. Striegl. A comparison of six methods for measuring soil-surface carbon dioxide fluxes // J. Geophys. Res. — 1997. — V. 102D, no. 28. — P. 771–777.
  30. A. Olchev, E. Volkova, T. Karataeva, E. Novenko. Growing season variability of net ecosystem CO2 exchange and evapotranspiration of a sphagnum mire in the broad-leaved forest zone of European Russia // Environmental Research Letters. — 2013. — V. 8, no. 3. — P. 035051. — DOI: 10.1088/1748-9326/8/3/035051. — ads: 2013ERL.....8c5051O.
  31. A. Olchev, A. Ibrom, O. Panferov, D. Gushchina, H. Kreilein, V. Popov, P. Propastin, T. June, A. Rauf, G. Gravenhorst, A. Knohl. Response of CO2 and H2O fluxes in a mountainous tropical rainforest in equatorial Indonesia to El Niño events // Biogeosciences. — 2015. — V. 12. — P. 6655–6667. — DOI: 10.5194/bg-12-6655-2015. — ads: 2015BGeo...12.6655O.
  32. A. Olchev, E. Novenko, V. Popov, T. Pampura, M. Meili. Evidence of temperature and precipitation change over the past 100 years in a high-resolution pollen record from the boreal forest of Central European Russia // The Holocene. — 2017. — V. 27, no. 5. — P. 740–751. — DOI: 10.1177/0959683616670472. — ads: 2017Holoc..27..740O.
  33. J. Pumpanen, H. Ilvesniemi, M. Peramaki, P. Hari. Seasonal patterns of soil CO2 efflux and soil air CO2 concentration in a Scots pine forest: comparison of two chamber techniques // Global Change Biol. — 2003. — no. 7. — P. 371–382. — DOI: 10.1046/j.1365-2486.2003.00588.x. — ads: 2003GCBio...9..371P.
  34. M. Reichstein, E. Falge, D. Baldocchi, D. Papale, M. Aubinet, P. Berbigier, C. Bernhofer, N. Buchmann, T. Gilmanov, A. Granier, T. Grünwald, K. Harránková, Ilvesniem, H. , D. Janous, A. Knohl, T. Laurila, A. Lohila, D. Loustau, G. Matteucci, T. Meyers, F. Miglietta, J.-M. Ourcival, J. Pumpanen, S. Rambal, E. Rotenberg, M. Sanz, J. Tenhunen, G. Seufert, F. Vaccari, T. Vesala, D. Yakir, R. Valentini. On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm // Global Change Biol. — 2005. — V. 11, no. 9. — P. 1424–1439. — DOI: 10.1111/j.1365-2486.2005.001002.x. — ads: 2005GCBio..11.1424R.
  35. O. Sukhoroslov, S. Volkov, A. Afanasiev. A Web-Based Platform for Publication and Distributed Execution of Computing Applications / Parallel and Distributed Computing: Proc. 14th International Symposium on IEEE. — Cambridge, USA, 2015. — P. 175–184.
  36. T. Wutzler, A. Lucas-Moffat, M. Migliavacca, J. Knauer, K. Sickel, L. Šigut, O. Menzer, Reichstein M.. . Basic and extensible post-processing of eddy covariance flux data with REddyProc // Biogeosciences. — 2018. — V. 15. — P. 5015–5030. — DOI: 10.5194/bg-15-5015-2018. — ads: 2018BGeo...15.5015W.

Indexed in Scopus

Full-text version of the journal is also available on the web site of the scientific electronic library eLIBRARY.RU

The journal is included in the Russian Science Citation Index

The journal is included in the RSCI

International Interdisciplinary Conference "Mathematics. Computing. Education"