Modeling the dynamics of natural forest ecosystems in the northeast of European Russia under climate change and forest fires

Literature cited

• Bobkova, K. S., 2006. Elovye lesa sredney taigi. Korennye elovye lesa: bioraznoobrazie, struktura, funkcii [Spruce forests of middle taiga. Virgin spruce forest of the North: Biodiversity, structure, functions]. Pages 99–158 in K. S. Bobkova & E. P. Galenko (eds). Nauka, St. Petersburg. (Russian with English summary.)
   Google Scholar
• Bobkova, K. S. & E. P. Galenko (eds), 2001. Bioprodukcionniy process v lesnyh ekosistemah Severa [Process of bioproduction in forest ecosystems of the North]. Nauka, St. Petersburg. (Russian with English summary.)
   Google Scholar
• Bobkova, K. S. & A. F. Osipov, 2012. Krugovorot ugleroda v sisteme “fitocenoz-pochva” v chernichno-sfagnovyh sosnjakah srednej tajgi Respubliki Komi [Carbon cycling in system phytocenosis-soil in bilberry-sphagnum pine forests of the middle taiga (Republic of Komi)]. Lesovedenie, 2: 11–18. (Russian with English summary.)
   Google Scholar
• Bobkova, K. S. & S. V. Zagirova (eds), 2014. Uglerod v lesnyh i bolotnyh ecosistemah osobo ohranyaemyh prirodnyh territoriy Respubliki Komi [Carbon in Forest and Peatland Ecosystems of Protected Areas on Komi Republic]. Komi SC, Syktyvkar.
   Google Scholar
• Bond-Lamberty, B., S. D. Peckham, D. E. Ahl & S. T. Gower, 2007. The dominance of fire in determining carbon balance of the central Canadian boreal forest. Nature, 450: 89–92.
   PubMed Web of Science ®Google Scholar
• Breshears, D. D., O. B. Myers, C. W. Meyer, F. J. Barnes, C. B. Zou, C. D. Allen, N. G. McDowell & W. T. Pockman, 2009. Tree die-off in response to global change-type drought: Mortality insights from a decade of plant water-potential measurements. Frontiers in Ecology and the Environment, 7:185–189.
   Web of Science ®Google Scholar
• BSBI, 2007. Botanical Society of Britain and Ireland. Online [URL] http://www.bsbi.org.uk/BSBIList2007.xls (Accessed on 11 March 2015).
   Google Scholar
• Cajander, A. K., 1926. The theory of forest types. Acta Forestalia Fennica, 29: 1–108.
   Google Scholar
• Cajander, A. K., 1949. Forest types and their significance. Acta Forestalia Fennica, 56: 1–71.
   Google Scholar
• Chertov, O. G., A. S. Komarov, M. A. Nadporozhskaya, S. S. Bykhovets & S. L. Zudin, 2001. ROMUL: A model of forest soil organic matter dynamics as a substantial tool for forest ecosystem modelling. Ecological Modelling, 138: 289–308.
   Web of Science ®Google Scholar
• Chertov, O. G., A. S. Komarov, S. S. Bykhovets & K. I. Kobak, 2002. Simulated soil organic matter dynamics in forests of the Leningrad administrative area, northwestern Russia. Forest Ecology and Management, 169: 29–44.
   Web of Science ®Google Scholar
• Chertov, O. G., A. S. Komarov, A. M. Loukianov, A. V. Mikhailov, M. A. Nadporozhskaya & E. V. Zubkova, 2006. The use of forest ecosystem model EFIMOD for research and practical implementation at forest stand, local and regional levels. Forest Ecology and Management, 194: 227–232.
   Google Scholar
• Chertov, O. G., J. S. Bhatti, A. S. Komarov, A. V. Mikhailov & S. S. Bykhovets, 2009. Influence of climate change, fire and harvest on the carbon dynamics of black spruce in Central Canada. Forest Ecology and Management, 257: 941–950.
   Web of Science ®Google Scholar
• Chestnykh, O. V., D. G. Zamolodchikov & A. I. Utkin, 2004. Obshchie zapasy organicheskogo ugleroda i azota v pochvakh Lesnogo fonda Rossii [Reserves of biological carbon and nitrogen in soils of Russian Forest Fund]. Lesovedenie, 4: 30–42. (Russian with English summary.)
   Google Scholar
• Chumachenko, S. I. & O. V. Smirnova, 2009. Modelirovanie sukcessionnojj dinamiki nasazhdenijj [Modelling of succession dynamics of forest stands]. Lesovedenie, 6: 3–17. (Russian with English summary.)
   Google Scholar
• Engelmark, O., 1984. Forest fires in the Muddus National Park (Northern Sweden) during the past 600 years. Canadian Journal of Botany, 62: 893–902.
   Google Scholar
• Flannigan, M. D., B. J. Stocks, M. R. Turetsky & B. M. Wotton, 2009. Impact of climate change on fire activity and fire management in the circumboreal forest. Global Change Biology, 15: 549–560.
   Web of Science ®Google Scholar
• Goldammer, J. G. & V. V. Furyaev (eds), 1996. Fire in Ecosystems of Boreal Eurasia. Kluwer Academic Publishers, Dordrecht.
   Google Scholar
• Gower, S. T., R. E. McMurtrie & D. Murty, 1996. Aboveground net primary production decline with stand age: Potential causes. Trends in Ecology & Evolution, 11: 378–382.
   PubMed Web of Science ®Google Scholar
• Gromtsev, A. I., 1993. Pozharnyi rezhim v spontannykh lesakh landshaftov severo-zapadnoi taigi [Fire regime in pristine forests in North-West middle taiga landscapes]. Russian Journal of Ecology, 3: 22–26. (Russian.)
   Google Scholar
• Högberg, P., 2007. Environmental science: Nitrogen impacts on forest carbon. Nature, 447: 781–782.
   PubMed Web of Science ®Google Scholar
• Högberg, P., 2012. What is the quantitative relation between nitrogen deposition and forest carbon sequestration? Global Change Biology, 18: 1–2.
   Web of Science ®Google Scholar
• Hotanen, J.-P., H. Nousiainen, R. Mäkipää, A. Reinikainen & T. Tonteri, 2008. Metsätyypit—opas kasvupaikkojen luokitteluun [Forest Types—Guide to the Classification of Habitats]. Metsäkustannus, Helsinki. (Finnish.)
   Google Scholar
• Janssens, I. A., W. Dieleman, S. Luyssaert, J. A. Subke, M. Reichstein, R. Ceulemans, P. Ciais, A. J. Dolman, G. Grace, G. Matteucci, D. Papale, S. L. Piao, E.-D. Schulze, J. Tang & B. E. Law, 2010. Reduction of forest soil respiration in response to nitrogen deposition. Nature Geoscience, 3: 315–322.
   Web of Science ®Google Scholar
• Johnston, M., M. Campagna, P. Gray, H. Kope, J. Loo, A. Ogden, G. A. O'Neill, D. Price & T. Williamson, 2009. Vulnerability of Canada's tree species to climate change and management options for adaptation: An overview for policy makers and practitioners. Canadian Council of Forest Ministers, Ottawa, Ontario.
   Google Scholar
• Kang, S., J. S. Kimball & S. W. Running, 2006. Simulating effects of fire disturbance and climate change on boreal forest productivity and evapotranspiration. Science of The Total Environment, 362: 85–102.
   PubMed Web of Science ®Google Scholar
• Kellomäki, S. & M. Kolström, 1994. The influence of climate change on the productivity of Scots pine, Norway spruce, Pendula birch and Pubescent birch in southern and northern Finland. Forest Ecology and Management, 65: 201–217.
   Web of Science ®Google Scholar
• Komarov, A. S. & V. N. Shanin, 2012. Comparative analysis of the influence of climate change and nitrogen deposition on carbon sequestration in forest ecosystems in European Russia: Simulation modelling approach. Biogeosciences, 9: 4757–4770.
   Web of Science ®Google Scholar
• Komarov, A. S., O. G. Chertov, S. L. Zudin, M. A. Nadporozhskaya, A. V. Mikhailov, S. S. Bykhovets, E. V. Zudina & E. V. Zoubkova, 2003. EFIMOD 2: A model of growth and cycling of elements in boreal forest ecosystems. Ecological Modelling, 170: 373–392.
   Web of Science ®Google Scholar
• Korovin, G. N. & N. V. Zukert, 2003. Vliyanie klimaticheskikh izmeneniy na lesnye pozhary v Rossii [Effect of climate change on forest fires in Russia]. Pages 69–98 in V. I. Danilov-Danilyan (ed.). Klimaticheskie izmeneniya: vzglyad iz Rossii [Climate Change: A View from Russia]. TEIS, Moscow. (Russian.)
   Google Scholar
• Kurz, W. A., G. Stinson & G. Rampley, 2007. Could increased boreal forest ecosystem productivity offset carbon losses from increased disturbances? Philosophical Transactions of the Royal Society B, 363: 2261–2269.
   Web of Science ®Google Scholar
• Kurz, W. A., C. C. Dymond, T. M. White, G. Stinson, C. H. Shaw, G. J. Rampley, C. Smyth, B. N. Simpson, E. T. Neilson, J. A. Trofymow, J. Metsaranta & M. J. Apps, 2009. CBMCFS3: A model of carbon-dynamics in forestry and land-use change implementing IPCC standards. Ecological Modelling, 220: 480–504.
   Web of Science ®Google Scholar
• Kuznetsov, M. A. & K. S. Bobkova, 2014. Organic carbon fluxes in the system soil-phytocenosis of bilberry-sphagnum spruce forest in the middle taiga zone of the Komi Republic. Russian Journal of Ecology, 45: 338–344.
   Web of Science ®Google Scholar
• Larocque, G. R., J. S. Bhatti, J. C. Ascough, J. Liu, N. Luckai, D. Mailly, L. Archambault & A. M. Gordon, 2011. An analytical framework to assist decision makers in the use of forest ecosystem model predictions. Environmental Modelling and Software, 26: 280–288.
   Web of Science ®Google Scholar
• Li, Z., W. A. Kurz, M. J. Apps & S. J. Beukema, 2003. Belowground biomass dynamics in the Carbon Budget Model of the Canadian Forest Sector: Recent improvements and implications for the estimation of NPP and NEP. Canadian Journal of Forest Research, 33: 126–136.
   Web of Science ®Google Scholar
• Liu, J., J. E. Vogelmann, Z. Zhu, C. H. Key, B. M. Sleeter, D. T. Price, J. M. Chen, M. A. Cochrane, J. C. Eidenshink, S. M. Howard, N. B. Bliss & H. Jiang, 2009. Estimating California forest biomass change using process model and land cover disturbance data. Page 130. Abstracts of Conference ISEM 2009: Ecological Modelling for Enhanced Sustainability in Management. Laval University, Quebec, Quebec.
   Google Scholar
• Lopatin, E., T. Kolström & H. Spiecker, 2006. Determination of forest growth trends in Komi Republic (northwest Russia): Combination of tree-ring analysis and remote sensing data. Boreal Environment Research, 11: 341–353.
   Web of Science ®Google Scholar
• Luyssaert, S. E., E.-D. Schulze, A. Börner, A. Knohl, D. Hessenmöller, B. E. Law, P. Ciais & J. Grace, 2008. Old-growth forests as global carbon sinks. Nature, 455: 213–215.
   PubMed Web of Science ®Google Scholar
• Mitchell, T. D., T. R. Carter, P. D. Jones, M. Hulme & M. New, 2004. A comprehensive set of high resolution grids of monthly climate for Europe and the globe: The observed record (1901–2000) and 16 scenarios (2001–2100). Working Paper No. 55. Tyndall Centre for Climate Change Research, Norwich.
   Google Scholar
• Odum, E. P., 1969. The strategy of ecosystem development. Science, 164: 262–270.
   PubMed Web of Science ®Google Scholar
• Osipov, A. F., 2013. Carbon dioxide emission from the soil surface in a bilberry-sphagnum pine forest of the Middle Taiga. Eurasian Soil Science, 46: 572–578.
   Web of Science ®Google Scholar
• Palosuo, T., M. Peltoniemi, A. V. Mikhailov, A. S. Komarov, P. Faubert, E. Thürig & M. Lindner, 2008. Projecting effects of intensified biomass extraction with alternative modelling approaches. Forest Ecology and Management, 255: 1423–1433.
   Web of Science ®Google Scholar
• Percy, K. E., C. S. Awmack, R. L. Lindroth M. E. Kubiske, B. J. Kopper, J. G. Isebrands, K. S. Pregitzer, G. R. Hendrey, R. E. Dickson, D. R. Zak, E. Oksanen, J. Sober, R. Harrington & D. F. Karnosky, 2002. Altered performance of forest pests under atmospheres enriched by CO2 and O3. Nature, 420: 403–407.
   PubMed Web of Science ®Google Scholar
• Rustad, L. E., J. L. Campbell, G. M. Marion, R. J. Norby, M. J. Mitchell, A. E. Hartley, J. H. C. Cornelissen & J. Gurevitch, 2001. A meta-analysis of the response of soil respiration, net nitrogen mineralization, and aboveground plant growth to experimental ecosystem warming. Oecologia, 126: 543–562.
   PubMed Web of Science ®Google Scholar
• Shanin, V. N., A. S. Komarov & S. S. Bykhovets, 2012. Simulation modelling for sustainable forest management: A case-study. Procedia Environmental Sciences, 13: 535–549.
   Google Scholar
• Shanin, V. N., A. S. Komarov, A. V. Mikhailov & S. S. Bykhovets, 2011. Modelling carbon and nitrogen dynamics in forest ecosystems of Central Russia under different climate change scenarios and forest management regimes. Ecological Modelling, 222: 2262–2275.
   Web of Science ®Google Scholar
• Shaw, C., O. Chertov, A. Komarov, J. Bhatti, M. Nadporozskaya, M. Apps, S. Bykhovets & A. Mikhailov, 2006. Application of the forest ecosystem model EFIMOD 2 to jack pine along the Boreal Forest Transect Case Study. Canadian Journal of Soil Science, 86: 171–185.
   Web of Science ®Google Scholar
• Shvidenko, A. Z., D. G. Shepashenko & S. Nilsson, 2009. Ocenka zapasov drevesnogo detrita v lesah Rossii [Estimate of woody debris stocks in Russian forests]. Lesnaya taksacia i lesoustroystvo, 41: 133–147. (Russian with English summary.)
   Google Scholar
• Shvidenko, A. Z., D. G. Schepaschenko, S. Nilsson & Yu. I. Buluy, 2006. Tables and models of growth and productivity of forests of major forest forming species of Northern Eurasia (standard and reference materials). Ministry of Natural Resources of the Russian Federation, Federal Agency of Forest Management, Moscow.
   Google Scholar
• Shvidenko, A., D. Schepaschenko, S. Nilsson & Yu. Bouloui, 2007. Semi-empirical models for assessing biological productivity of Northern Eurasian forests. Ecological Modelling, 204: 163–179.
   Web of Science ®Google Scholar
• Strömgren, M. & S. Linder, 2002. Effects of nutrition and soil warming on stemwood production in a boreal Norway spruce stand. Global Change Biology, 8: 1195–1204.
   Web of Science ®Google Scholar
• Tarasov, M. E., 2002. Metodicheskie podhody k opredeleniy skorosti razlozheniy drevesnogo detrita [Methodological approaches to estimating the rate of coarse woody debris decomposition]. Lesovedenie, 5: 32–38. (Russian with English summary.)
   Google Scholar
• Verkerk, P. J. H., J. Eggers, M. Lindner, V. N. Korotkov & S. L. Zudin, 2006. Impact of wood demand and management regime on forest development and carbon stocks in Kostroma region. Pages 370–379 in Proceedings of the International Scientific Conference on Modern Problems of Sustainable Forest Management, Inventory and Monitoring of Forests. Sevzaplesprojekt, St. Petersburg.
   Google Scholar
• Vetter, M., C. Wirth, H. Böttcher, G. Churkina, E.-D. Schulze, T. Wutzler & G. Weber, 2005. Partitioning direct and indirect human-induced effects on carbon sequestration of managed coniferous forests using model simulations and forest inventories. Global Change Biology, 11: 810–827.
   Web of Science ®Google Scholar
• Zamolodchikov, D. G., 2009. Otsenka pula ugleroda krupnyh drevesnyh ostatkov v lesah Rossii s uchetom vliyniy pozharov i rubok [The assessment of carbon pool in coarse woody debris in forests of Russia with account of the influence of fires and fellings]. Lesovedenie, 4: 3–15. (Russian with English summary.)
   Google Scholar
• Zamolodchikov, D. G., V. I. Grabovsky, G. N. Korovin & W. A. Kurz, 2008. Otsenka i prognoz uglerodnogo biudzheta lesov Vologodskoi oblasti po kanadskoi modeli CBM-CFS [Assessment and projection of carbon budget in forests of Vologda region using the Canadian model CBM-CFS]. Lesovedenie, 6: 3–14. (Russian with English summary.)
   Google Scholar
• Zavarzin, G. A. (ed.), 2007. Puly i potoki ugleroda v nazemnyh ekosistemah Rossii [Pools and fluxes of carbon in terrestrial ecosystems of Russia]. Nauka, Moscow. (Russian with English summary.)
   Google Scholar
• Zheldak, V. I. & V. G. Atrokhin, 2002. Lesovodstvo, Chast' 1 [Forestry, Part I]. VNIILM, Moscow.
   Google Scholar