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2013 | OriginalPaper | Buchkapitel

3. Climate Changes in Siberia

verfasst von : Pavel Ya. Groisman, Tatiana A. Blyakharchuk, Alexander V. Chernokulsky, Maksim M. Arzhanov, Luca Belelli Marchesini, Esfir G. Bogdanova, Irena I. Borzenkova, Olga N. Bulygina, Andrey A. Karpenko, Lyudmila V. Karpenko, Richard W. Knight, Vyacheslav Ch. Khon, Georgiy N. Korovin, Anna V. Meshcherskaya, Igor I. Mokhov, Elena I. Parfenova, Vyacheslav N. Razuvaev, Nina A. Speranskaya, Nadezhda M. Tchebakova, Natalia N. Vygodskaya

Erschienen in: Regional Environmental Changes in Siberia and Their Global Consequences

Verlag: Springer Netherlands

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Abstract

This chapter provides observational evidence of climatic variations in Siberia for three time scales: during the past 10,000 years, during the past millennium prior to instrumental observations, and for the past 130 years during the period of large-scale meteorological observations. The observational evidence is appended with the global climate model projections for the twenty-first century based on the most probable scenarios of the future dynamics of the major anthropogenic and natural factors responsible for contemporary climatic changes. Historically, climate of Siberia varied broadly. It was both warmer and colder than the present. However, during the past century, it became much warmer; the cold season precipitation north of 55°N increased, but no rainfall increase over most of Siberia has occurred. This led to drier summer conditions and to increased possibility of droughts and fire weather. Projections of the future climate indicate the further temperature increases, more in the cold season and less in the warm season, significant changes in the hydrological cycle in Central and southern Siberia (summer dryness), ecosystems’ shifts, and changes in the permafrost distribution and stability. Observed and projected frequencies of various extreme events have increased recently and are projected to further increase. While in the north of Siberia, contemporary models predict warmer winters at the end of the twenty-first century and paleoreconstructions hint to warmer summers compared to the present warming observed during the period of instrumental observations. These three groups of estimates are broadly consistent with each other.

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Zurück zum Zitat Groisman PYa et al (2007) Potential forest fire danger over Northern Eurasia: changes during the 20th century. Glob Planet Change 56(3–4):371–386 Groisman PYa et al (2007) Potential forest fire danger over Northern Eurasia: changes during the 20th century. Glob Planet Change 56(3–4):371–386
Zurück zum Zitat Groisman PYa et al (2009) The Northern Eurasia earth science partnership: an example of science applied to societal needs. Bull Am Meteorol Soc 90:671–688 Groisman PYa et al (2009) The Northern Eurasia earth science partnership: an example of science applied to societal needs. Bull Am Meteorol Soc 90:671–688
Zurück zum Zitat Groisman PYa, Gutman G, Reissell A (2011) Chapter 1. Introduction: climate and land-cover changes in the arctic. In: Gutman G, Reissell A (eds) Arctic land cover and land use in a changing climate: focus on Eurasia, vol VI. Springer, Amsterdam, 306 pp Groisman PYa, Gutman G, Reissell A (2011) Chapter 1. Introduction: climate and land-cover changes in the arctic. In: Gutman G, Reissell A (eds) Arctic land cover and land use in a changing climate: focus on Eurasia, vol VI. Springer, Amsterdam, 306 pp
Zurück zum Zitat Guttman NB, Lehman RL (1992) Estimation of daily degree-days. J Appl Meteorol 31:797–810 Guttman NB, Lehman RL (1992) Estimation of daily degree-days. J Appl Meteorol 31:797–810
Zurück zum Zitat Herzschuh U, Tarasov P, Wunnemann B, Hartmann K (2004) Holocene vegetation and climate of the Alashan Plateau, NW China, reconstructed from pollen data. Paleogeogr Paleoclimatol Paleoecol 211:1–17 Herzschuh U, Tarasov P, Wunnemann B, Hartmann K (2004) Holocene vegetation and climate of the Alashan Plateau, NW China, reconstructed from pollen data. Paleogeogr Paleoclimatol Paleoecol 211:1–17
Zurück zum Zitat Houghton J (2009) Global warming. The complete briefing. Cambridge University Press, Cambridge, 438 pp Houghton J (2009) Global warming. The complete briefing. Cambridge University Press, Cambridge, 438 pp
Zurück zum Zitat Hutchinson MF, de Hoog FR (1985) Smoothing noisy data with spline functions. Numerische Mathematik 47:99–106 Hutchinson MF, de Hoog FR (1985) Smoothing noisy data with spline functions. Numerische Mathematik 47:99–106
Zurück zum Zitat IPCC (2007) In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Tignor KBM, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of Working Group I to the fourth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge/New York, 996 pp IPCC (2007) In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Tignor KBM, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of Working Group I to the fourth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge/New York, 996 pp
Zurück zum Zitat Isachenko AG, Shlyapnikov AA, Robozertseva OD, Filipetskaya AZ (1988) The landscape map of the USSR. General Ministry of Geodesy and Cartography of the USSR, Moscow (4 plates) Isachenko AG, Shlyapnikov AA, Robozertseva OD, Filipetskaya AZ (1988) The landscape map of the USSR. General Ministry of Geodesy and Cartography of the USSR, Moscow (4 plates)
Zurück zum Zitat Jun M, Knutti R, Nychka D (2008) Spatial analysis to quantify numerical model bias and dependence: how many climate models are there? J Am Stat Soc 103(483):934–947 Jun M, Knutti R, Nychka D (2008) Spatial analysis to quantify numerical model bias and dependence: how many climate models are there? J Am Stat Soc 103(483):934–947
Zurück zum Zitat Kaplina TN, Chekhovski (1987) Reconstruction paleogeographical situation in the maritime lowland of Yakutia during the Holocene climatic optimum. In: Pokhilainen VP (ed) Quaternary period of the North-Eastern Asia. SVKNII DVO AN SSSR, Magadan, pp 145–151 (in Russian) Kaplina TN, Chekhovski (1987) Reconstruction paleogeographical situation in the maritime lowland of Yakutia during the Holocene climatic optimum. In: Pokhilainen VP (ed) Quaternary period of the North-Eastern Asia. SVKNII DVO AN SSSR, Magadan, pp 145–151 (in Russian)
Zurück zum Zitat Kaplina TN, Lozhkin AV (1982) The history of Holocene vegetation development on coastal low-lands of Jakutia. In: The development of nature in the USSR territory in the Late Pleistocene-Holocene. Nauka, Moscow, pp 207–220 Kaplina TN, Lozhkin AV (1982) The history of Holocene vegetation development on coastal low-lands of Jakutia. In: The development of nature in the USSR territory in the Late Pleistocene-Holocene. Nauka, Moscow, pp 207–220
Zurück zum Zitat Karl TR, Knight RW (1998) Secular trends of precipitation amount, frequency, and intensity in the United States. Bull Am Meteorol Soc 79:231–241 Karl TR, Knight RW (1998) Secular trends of precipitation amount, frequency, and intensity in the United States. Bull Am Meteorol Soc 79:231–241
Zurück zum Zitat Karpenko LV (2006) Reconstructing quantitative indices of climate and vegetation successions of the Sym-Dubches interfluve for the Holocene. Geogr Nat Resour 2006(2):77–82 Karpenko LV (2006) Reconstructing quantitative indices of climate and vegetation successions of the Sym-Dubches interfluve for the Holocene. Geogr Nat Resour 2006(2):77–82
Zurück zum Zitat Kattsov VM, Walsh JE, Chapman WL, Govorkova VA, Pavlova T, Zhang X (2007) Simulation and projection of arctic freshwater budget components by the IPCC AR4 global climate models. J Hydrometeorol 8:571–589 Kattsov VM, Walsh JE, Chapman WL, Govorkova VA, Pavlova T, Zhang X (2007) Simulation and projection of arctic freshwater budget components by the IPCC AR4 global climate models. J Hydrometeorol 8:571–589
Zurück zum Zitat Khantemirov RM (1999) Tree-ring reconstruction of summer temperatures in the North of Western Siberia over the past 3248 years. Sib Ekolog J 6(2):185–191 (in Russian) Khantemirov RM (1999) Tree-ring reconstruction of summer temperatures in the North of Western Siberia over the past 3248 years. Sib Ekolog J 6(2):185–191 (in Russian)
Zurück zum Zitat Khmelevtsov SS (ed) (1986) Volcanoes, stratospheric aerosol, and the Earth climate. Gidrometeoizdat, Leningrad, 256 pp (in Russian) Khmelevtsov SS (ed) (1986) Volcanoes, stratospheric aerosol, and the Earth climate. Gidrometeoizdat, Leningrad, 256 pp (in Russian)
Zurück zum Zitat Khon VCh, Mokhov II (2012) The hydrological regime of large river basins in Northern Eurasia in the XX-XXI centuries. Water Resour 39(1):1–10 Khon VCh, Mokhov II (2012) The hydrological regime of large river basins in Northern Eurasia in the XX-XXI centuries. Water Resour 39(1):1–10
Zurück zum Zitat Khon VCh, Mokhov II, Roeckner E, Semenov VA (2007) Regional changes of precipitation characteristics in Northern Eurasia from simulations with global climate model. Glob Planet Change 57:118–123 Khon VCh, Mokhov II, Roeckner E, Semenov VA (2007) Regional changes of precipitation characteristics in Northern Eurasia from simulations with global climate model. Glob Planet Change 57:118–123
Zurück zum Zitat Khotinsky NA (1977) The Holocene of northern Eurasia. Nauka, Moscow, 200 p (in Russian) Khotinsky NA (1977) The Holocene of northern Eurasia. Nauka, Moscow, 200 p (in Russian)
Zurück zum Zitat Khotinsky NA (1984) Holocene vegetation history. In: Velichko AA, Wright HE Jr, Barnosky CW (eds) Late Quaternary environments of the Soviet Union. University of Minnesota Press, Minneapolis, pp 179–200 Khotinsky NA (1984) Holocene vegetation history. In: Velichko AA, Wright HE Jr, Barnosky CW (eds) Late Quaternary environments of the Soviet Union. University of Minnesota Press, Minneapolis, pp 179–200
Zurück zum Zitat Khotinsky NA (1989) Disputable questions of reconstruction and correlation of paleoclimates of the Holocene. In: Khotinsky NA (ed) Paleoclimates of the late Glacial and the Holocene. Nauka, Moscow, pp 12–17 (in Russian) Khotinsky NA (1989) Disputable questions of reconstruction and correlation of paleoclimates of the Holocene. In: Khotinsky NA (ed) Paleoclimates of the late Glacial and the Holocene. Nauka, Moscow, pp 12–17 (in Russian)
Zurück zum Zitat Khotinsky NA, Klimanov VA (1985) Radiocarbon age and climatic conditions of development of palsa mires in Nadym-Kasym intefluve area in Holocene. In: Voprosy ekologii rastenii bolot, bolotnukh mestoobitanii I torfyanykh zalezhei. Karelian Branch of RAS, Petrozavodsk, pp 132–140 Khotinsky NA, Klimanov VA (1985) Radiocarbon age and climatic conditions of development of palsa mires in Nadym-Kasym intefluve area in Holocene. In: Voprosy ekologii rastenii bolot, bolotnukh mestoobitanii I torfyanykh zalezhei. Karelian Branch of RAS, Petrozavodsk, pp 132–140
Zurück zum Zitat Kind NV, Leonov BN (eds) (1982) The anthropogen of Taimyr. Paleobotanical and paleoclimatical reconstructions. Nauka, Moscow, 183 p (in Russian) Kind NV, Leonov BN (eds) (1982) The anthropogen of Taimyr. Paleobotanical and paleoclimatical reconstructions. Nauka, Moscow, 183 p (in Russian)
Zurück zum Zitat Kirpotin SN, Blyakharchuk TA, Vorob’ev SN (2003) Dynamics of subarctic tussock mires in West Siberian Lowlands as an indicator of the global climatic changes. News of the Tomsk State University, Series in Biological Sciences, pp 122–134 (in Russian) Kirpotin SN, Blyakharchuk TA, Vorob’ev SN (2003) Dynamics of subarctic tussock mires in West Siberian Lowlands as an indicator of the global climatic changes. News of the Tomsk State University, Series in Biological Sciences, pp 122–134 (in Russian)
Zurück zum Zitat Klimanov VA (1976) To the method of reconstruction of quantitative parameters of past climate. Vestnik MGU Ser Geogr 2:92–98 Klimanov VA (1976) To the method of reconstruction of quantitative parameters of past climate. Vestnik MGU Ser Geogr 2:92–98
Zurück zum Zitat Klimanov VA (1984) Paleoclimatic reconstructions based on the information statistical method. In: Velichko AA, Wright HE Jr, Barnosky CW (eds) Late Quaternary environments of the Soviet Union. University of Minnesota Press, Minneapolis, pp 297–303 Klimanov VA (1984) Paleoclimatic reconstructions based on the information statistical method. In: Velichko AA, Wright HE Jr, Barnosky CW (eds) Late Quaternary environments of the Soviet Union. University of Minnesota Press, Minneapolis, pp 297–303
Zurück zum Zitat Klimanov VA (1994) The climate of the Northern Eurasia in the Alleröd time interval. Rep Acad Nauk Russ 339:533–537 (in Russian) Klimanov VA (1994) The climate of the Northern Eurasia in the Alleröd time interval. Rep Acad Nauk Russ 339:533–537 (in Russian)
Zurück zum Zitat Klimanov VA, Novenko EYu (2010) Climatic conditions in Northern Eurasia during the Holocene optimum. In: Velichko AA (ed) Atlas-monograph “evolution of landscapes and climates of Northern Eurasia”. Late Pleistocene – Holocene – elements of prognosis. Issue 3. GEOS, Moscow, 220 pp Klimanov VA, Novenko EYu (2010) Climatic conditions in Northern Eurasia during the Holocene optimum. In: Velichko AA (ed) Atlas-monograph “evolution of landscapes and climates of Northern Eurasia”. Late Pleistocene – Holocene – elements of prognosis. Issue 3. GEOS, Moscow, 220 pp
Zurück zum Zitat Klimanov VA, Sirin AA (1997) Dynamics of peat accumulation in northern Asia during last 3000 years. Dokl Akad Nauk 354:683–686 (in Russian) Klimanov VA, Sirin AA (1997) Dynamics of peat accumulation in northern Asia during last 3000 years. Dokl Akad Nauk 354:683–686 (in Russian)
Zurück zum Zitat Korovin GN, Zukkert NV (2003) Climatic change impact of forest fires in Russia. In: Danilov-Danilyan VI (ed) Climatic change: view from Russia. TEIS Publishers, Moscow, pp 69–98, 416 Korovin GN, Zukkert NV (2003) Climatic change impact of forest fires in Russia. In: Danilov-Danilyan VI (ed) Climatic change: view from Russia. TEIS Publishers, Moscow, pp 69–98, 416
Zurück zum Zitat Korzun VI, Sokolov AA, Budyko MI, Voskresensky KP, Kalinin GP, Konoplyantsev AA, Korotkevich ES, L’vovitch MI (eds) (1974) Atlas of world water balance. USSR National Committee for the International Hydrological Decade. English translation. UNESCO, Paris, 35 pp + 65 maps Korzun VI, Sokolov AA, Budyko MI, Voskresensky KP, Kalinin GP, Konoplyantsev AA, Korotkevich ES, L’vovitch MI (eds) (1974) Atlas of world water balance. USSR National Committee for the International Hydrological Decade. English translation. UNESCO, Paris, 35 pp + 65 maps
Zurück zum Zitat Koshkarova BL (1989) Holocene climatic changes in the area of Yenisei River (according to paleoecological data). In: Khotinsky NA (ed) Paleoclimates of the late Glacial and the Holocene. Nauka, Moscow, pp 96–98 (in Russian) Koshkarova BL (1989) Holocene climatic changes in the area of Yenisei River (according to paleoecological data). In: Khotinsky NA (ed) Paleoclimates of the late Glacial and the Holocene. Nauka, Moscow, pp 96–98 (in Russian)
Zurück zum Zitat Koshkarova VL (2004) Evolution of vegetation and climate changes in the Minusa basin throughout the Holocene (according to paleocarpology data). Geogr Nat Resour 2:84–89 Koshkarova VL (2004) Evolution of vegetation and climate changes in the Minusa basin throughout the Holocene (according to paleocarpology data). Geogr Nat Resour 2:84–89
Zurück zum Zitat Koshkarova VL, Koshkarov AD (2004) Regional signatures of changing landscape and climate of northern central Siberia in the Holocene. Russ Geol Geophys 45(6):672–685 Koshkarova VL, Koshkarov AD (2004) Regional signatures of changing landscape and climate of northern central Siberia in the Holocene. Russ Geol Geophys 45(6):672–685
Zurück zum Zitat Kurbatova J, Arneth A, Vygodskaya NN, Kolle O, Varlagin AB, Milyukova IM, Tchebakova NM, Schulze E-D, Lloyd J (2002) Comparative ecosystem–atmosphere exchange of energy and mass in a European Russian and a central Siberian bog I. Interseasonal and interannual variability of energy and latent heat fluxes during the snow free period. Tellus 54B:497–513 Kurbatova J, Arneth A, Vygodskaya NN, Kolle O, Varlagin AB, Milyukova IM, Tchebakova NM, Schulze E-D, Lloyd J (2002) Comparative ecosystem–atmosphere exchange of energy and mass in a European Russian and a central Siberian bog I. Interseasonal and interannual variability of energy and latent heat fluxes during the snow free period. Tellus 54B:497–513
Zurück zum Zitat Kutafiyeva TK (1975) Vegetation history in the interstream between the rivers Low and Podkamennaya Tunguska in the Holocene. In: Savina LN (ed) History of the Siberian forests in the Holocene. Forest Institute USSR Academy of Sciences Publishers, Krasnoyarsk, pp 72–95 (in Russian) Kutafiyeva TK (1975) Vegetation history in the interstream between the rivers Low and Podkamennaya Tunguska in the Holocene. In: Savina LN (ed) History of the Siberian forests in the Holocene. Forest Institute USSR Academy of Sciences Publishers, Krasnoyarsk, pp 72–95 (in Russian)
Zurück zum Zitat Kwok R, Untersteiner N (2011) The thinning of Arctic sea ice. Phys Today 41(4):36–41 Kwok R, Untersteiner N (2011) The thinning of Arctic sea ice. Phys Today 41(4):36–41
Zurück zum Zitat Laukhin SA (1994) Evolution landscape-vegetation zonality of the north-eastern part of Asia over the Pleistocene. Rept Acad Nauk Russia 338:683–686 (In Russian) Laukhin SA (1994) Evolution landscape-vegetation zonality of the north-eastern part of Asia over the Pleistocene. Rept Acad Nauk Russia 338:683–686 (In Russian)
Zurück zum Zitat L’vov YuA, Blyakharchuk TA (1982) Paleobotanical studies of turf in the center of Tunguska meteorite fallout. In: Meteorite and meteor studies. Nauka Publishing House, Novosibirsk, pp 89–99 L’vov YuA, Blyakharchuk TA (1982) Paleobotanical studies of turf in the center of Tunguska meteorite fallout. In: Meteorite and meteor studies. Nauka Publishing House, Novosibirsk, pp 89–99
Zurück zum Zitat Levina TP, Orlova LA (1993) The Holocene climatic cycles in the south of West Siberia. Geol Geophys 3:38–55 (in Russian) Levina TP, Orlova LA (1993) The Holocene climatic cycles in the south of West Siberia. Geol Geophys 3:38–55 (in Russian)
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Zurück zum Zitat Lister AM, Sher AV (1995) Ice cores and mammoth extinction. Nature 378:23–24 Lister AM, Sher AV (1995) Ice cores and mammoth extinction. Nature 378:23–24
Zurück zum Zitat Lozhkin AV, Vazhenin LN (1987) Vegetation evolution of the maritime Lowland of Kolyman in the early Holocene. In: Pokhilainen VP (ed) Quaternary period of the North-Eastern Asia. SVKNII DVO AN SSSR, Magadan, pp 135–144 (in Russian) Lozhkin AV, Vazhenin LN (1987) Vegetation evolution of the maritime Lowland of Kolyman in the early Holocene. In: Pokhilainen VP (ed) Quaternary period of the North-Eastern Asia. SVKNII DVO AN SSSR, Magadan, pp 135–144 (in Russian)
Zurück zum Zitat Lozhkin AV, Anderson PM et al (1995) New palynological and radiocarbon data about evolution the vegetation of West Beringia during the Late Pleistocene and Holocene. In: YuM Bychkov, Lozhkin AV (eds) History of climate and vegetation in Beringia during the Late Cenozoic. North East Interdisciplinary Research Institute, Far East branch, Russian Academy of Sciences, Magadan, pp 5–24 (in Russian) Lozhkin AV, Anderson PM et al (1995) New palynological and radiocarbon data about evolution the vegetation of West Beringia during the Late Pleistocene and Holocene. In: YuM Bychkov, Lozhkin AV (eds) History of climate and vegetation in Beringia during the Late Cenozoic. North East Interdisciplinary Research Institute, Far East branch, Russian Academy of Sciences, Magadan, pp 5–24 (in Russian)
Zurück zum Zitat Lugina KM, Groisman PYa, Vinnikov KYa, Koknaeva VV, Speranskaya NA (2006) Monthly surface air temperature time series area-averaged over the 30-degree latitudinal belts of the globe. In: Trends online: a compendium of data on global change. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tennessee, pp 1881–2005. doi: 10.3334/CDIAC/cli.003 Lugina KM, Groisman PYa, Vinnikov KYa, Koknaeva VV, Speranskaya NA (2006) Monthly surface air temperature time series area-averaged over the 30-degree latitudinal belts of the globe. In: Trends online: a compendium of data on global change. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tennessee, pp 1881–2005. doi: 10.​3334/​CDIAC/​cli.​003
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Zurück zum Zitat Malevskii-Malevich SP, Mol’kentin EK, Nadezhina ED, Semioshina AA, Sall’ IA, Khlebnikova EI, Shklyarevich OB (2007) Analysis of changes in fire-hazard conditions in the forests in Russia in the 20th and 21st centuries on the basis of climate modeling. Russ Meteorol Hydrol 32(3):154–161 Malevskii-Malevich SP, Mol’kentin EK, Nadezhina ED, Semioshina AA, Sall’ IA, Khlebnikova EI, Shklyarevich OB (2007) Analysis of changes in fire-hazard conditions in the forests in Russia in the 20th and 21st centuries on the basis of climate modeling. Russ Meteorol Hydrol 32(3):154–161
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Zurück zum Zitat Meehl GA, Covey C, Taylor KE, Delworth T, Stouffer RJ, Latif M, McAvaney B, Mitchell JFB (2007) THE WCRP CMIP3 multimodel dataset: a new era in climate change research. Bull Am Meteor Soc 88:1383–1394 Meehl GA, Covey C, Taylor KE, Delworth T, Stouffer RJ, Latif M, McAvaney B, Mitchell JFB (2007) THE WCRP CMIP3 multimodel dataset: a new era in climate change research. Bull Am Meteor Soc 88:1383–1394
Zurück zum Zitat Meleshko VP, Govorkova VA, Kattsov VM, Malevskii-Malevich SP, Nadezhina ED, Sporyshev PV, Golitsyn GS, Demchenko PF, Eliseev AV, Mokhov II, Semenov VA, Khon VC (2004) Anthropogenic climate change in Russia in the twenty-first century: an ensemble of climate model projections. Russ Meteorol Hydrol 29(4):22–30 Meleshko VP, Govorkova VA, Kattsov VM, Malevskii-Malevich SP, Nadezhina ED, Sporyshev PV, Golitsyn GS, Demchenko PF, Eliseev AV, Mokhov II, Semenov VA, Khon VC (2004) Anthropogenic climate change in Russia in the twenty-first century: an ensemble of climate model projections. Russ Meteorol Hydrol 29(4):22–30
Zurück zum Zitat Meleshko VP, Kattsov VM, Mirvis VM, Govorkova VA, Pavlova TV (2008a) Climate of Russia in the 21st century. Part 1. New evidence of anthropogenic climate change and the state of the Art of its simulation. Russ Meteorol Hydrol 33(6):341–350 Meleshko VP, Kattsov VM, Mirvis VM, Govorkova VA, Pavlova TV (2008a) Climate of Russia in the 21st century. Part 1. New evidence of anthropogenic climate change and the state of the Art of its simulation. Russ Meteorol Hydrol 33(6):341–350
Zurück zum Zitat Meleshko VP, Kattsov VM, Govorkova VA, Sporyshev PV, Shkol’nik IM, Shneerov BE (2008b) Climate of Russia in the 21st century. Part 3. Future climate changes calculated with an ensemble of coupled atmosphere-ocean general circulation CMIP3 models. Russ Meteorol Hydrol 33(9):541–552 Meleshko VP, Kattsov VM, Govorkova VA, Sporyshev PV, Shkol’nik IM, Shneerov BE (2008b) Climate of Russia in the 21st century. Part 3. Future climate changes calculated with an ensemble of coupled atmosphere-ocean general circulation CMIP3 models. Russ Meteorol Hydrol 33(9):541–552
Zurück zum Zitat Meshcherskaya AV, Blazhevich VG (1997) The drought and excessive moisture indices in a historical perspective in the principal grain-producing regions of the former Soviet Union. J Climate 10:2670–2682 Meshcherskaya AV, Blazhevich VG (1997) The drought and excessive moisture indices in a historical perspective in the principal grain-producing regions of the former Soviet Union. J Climate 10:2670–2682
Zurück zum Zitat Mironenko ON, Savina LN (1975) On the vegetation history of Central Siberia at its northern boundary. In: History of Siberian forest, Siberian branch of the Russian Academy of Science. V.N. Sukachev Inst. of Forest, Krasnoyarsk, pp 37–59 (In Russian) Mironenko ON, Savina LN (1975) On the vegetation history of Central Siberia at its northern boundary. In: History of Siberian forest, Siberian branch of the Russian Academy of Science. V.N. Sukachev Inst. of Forest, Krasnoyarsk, pp 37–59 (In Russian)
Zurück zum Zitat Mokhov II, Chernokulsky AV (2010) Regional model assessments of forest fire risks in the Asian part of Russia under climate change. Geogr Nat Resour 31(2):165–169 Mokhov II, Chernokulsky AV (2010) Regional model assessments of forest fire risks in the Asian part of Russia under climate change. Geogr Nat Resour 31(2):165–169
Zurück zum Zitat Mokhov I, Khon V (2002a) Hydrological regime in basins of Siberian rivers: model estimates of changes in the 21st century. Russ Meteorol Hydrol 27(8):77–93 Mokhov I, Khon V (2002a) Hydrological regime in basins of Siberian rivers: model estimates of changes in the 21st century. Russ Meteorol Hydrol 27(8):77–93
Zurück zum Zitat Mokhov I, Khon V (2002b) Model scenarios of changes in the runoff of Siberian rivers in the 21st century. Doklady Earth Sci 383(3):329–332 Mokhov I, Khon V (2002b) Model scenarios of changes in the runoff of Siberian rivers in the 21st century. Doklady Earth Sci 383(3):329–332
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Zurück zum Zitat Mokhov II, Dufresne J-L, Le Treut H, Tikhonov VA, Chernokulsky AV (2005a) Changes in drought and bioproductivity regimes in land ecosystems in regions of northern Eurasia based on calculations using a global climatic model with carbon. Doklady Earth Sci 405(6):810–814 Mokhov II, Dufresne J-L, Le Treut H, Tikhonov VA, Chernokulsky AV (2005a) Changes in drought and bioproductivity regimes in land ecosystems in regions of northern Eurasia based on calculations using a global climatic model with carbon. Doklady Earth Sci 405(6):810–814
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Zurück zum Zitat National Climatic Data Center (NCDC) (2010) DSI-9808 “Snow depth and ice crust at snow courses of the Russian Federation during the 1966–2009 period”. Data set description is available from NOAA National Climatic Data Center, Asheville, NC National Climatic Data Center (NCDC) (2010) DSI-9808 “Snow depth and ice crust at snow courses of the Russian Federation during the 1966–2009 period”. Data set description is available from NOAA National Climatic Data Center, Asheville, NC
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Zurück zum Zitat Orlova LA, Panychev VA (1989) Radiocarbon dating of podzolic soils with second humus horizon. In: Regional stratigraphy of Siberia and Far East. Nauka, Novosibirsk, pp 125–135 (in Russian) Orlova LA, Panychev VA (1989) Radiocarbon dating of podzolic soils with second humus horizon. In: Regional stratigraphy of Siberia and Far East. Nauka, Novosibirsk, pp 125–135 (in Russian)
Zurück zum Zitat Osborn TJ, Briffa KR (2006) The spatial extent of 20th century warmth in the context of the past 1200 years. Science 311(5762):841–844 Osborn TJ, Briffa KR (2006) The spatial extent of 20th century warmth in the context of the past 1200 years. Science 311(5762):841–844
Zurück zum Zitat Palmer WC (1965) Meteorological drought. Research Paper No. 45. U.S. Weather Bureau. [NOAA Library and Information Services Division, Washington, DC 20852] Palmer WC (1965) Meteorological drought. Research Paper No. 45. U.S. Weather Bureau. [NOAA Library and Information Services Division, Washington, DC 20852]
Zurück zum Zitat Pavlov AV (1984) Energy exchange in the landscape sphere of the Earth. Nauka, Novosibrsk, 256 pp (in Russian) Pavlov AV (1984) Energy exchange in the landscape sphere of the Earth. Nauka, Novosibrsk, 256 pp (in Russian)
Zurück zum Zitat Peteet D, Andreev A, Bardeen W, Mistretta F (1998) Long-term Arctic peatland dynamics, vegetation, and climatic history of the Pur-Taz regions, West Siberia. Boreas 27:115–126 Peteet D, Andreev A, Bardeen W, Mistretta F (1998) Long-term Arctic peatland dynamics, vegetation, and climatic history of the Pur-Taz regions, West Siberia. Boreas 27:115–126
Zurück zum Zitat Pozdnyakov LK (1993) Forestry on permafrost. Nauka, Novosibirsk, 192 pp (In Russian) Pozdnyakov LK (1993) Forestry on permafrost. Nauka, Novosibirsk, 192 pp (In Russian)
Zurück zum Zitat Prentice IC, Guiot J, Huntley B, Jolly D, Cheddadi R (1996) Reconstructing biomes from palaeoecological data: a general method and its application to European pollen data at 0 and 6Ka. Clim Dyn 12:185–196 Prentice IC, Guiot J, Huntley B, Jolly D, Cheddadi R (1996) Reconstructing biomes from palaeoecological data: a general method and its application to European pollen data at 0 and 6Ka. Clim Dyn 12:185–196
Zurück zum Zitat Proshutinsky A, Ashik I, Hakkinen S, Hunke E, Krishfield R, Maltrud M, Maslowski W, Zhang J (2007) Sea level variability in the Arctic Ocean from AOMIP models. J Geophys Res 112:C04S08. doi:10.10292006JC003916 Proshutinsky A, Ashik I, Hakkinen S, Hunke E, Krishfield R, Maltrud M, Maslowski W, Zhang J (2007) Sea level variability in the Arctic Ocean from AOMIP models. J Geophys Res 112:C04S08. doi:10.​10292006JC003916​
Zurück zum Zitat P’yavchenko NI (1983) About age of peat deposits and Holocene change of vegetation in the south of West Siberia. Bull Comm Investig Quat period 52:164–170 (in Russian) P’yavchenko NI (1983) About age of peat deposits and Holocene change of vegetation in the south of West Siberia. Bull Comm Investig Quat period 52:164–170 (in Russian)
Zurück zum Zitat Rawlings MA, 29 Co-Authors (2010) Analysis of the arctic system for freshwater cycle intensification: observations and expectations. J Climate 23:5715–5737 Rawlings MA, 29 Co-Authors (2010) Analysis of the arctic system for freshwater cycle intensification: observations and expectations. J Climate 23:5715–5737
Zurück zum Zitat Robinson DA, Dewey KF, Heim R Jr (1993) Global snow cover monitoring: an update. Bull Am Meteorol Soc 74:1689–1696 Robinson DA, Dewey KF, Heim R Jr (1993) Global snow cover monitoring: an update. Bull Am Meteorol Soc 74:1689–1696
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Zurück zum Zitat Roser C, Montagnani L, Schulze ED, Mollicone D, Kolle O, Meroni M, Papale D, Belelli Marchesini L, Federici S, Valentini R (2002) Net CO2 exchange rates in three different successional stages of the “Dark Taiga” of central Siberia. Tellus B 54:642–654. doi: 10.1034/j.1600-0889.2002.01351.x Roser C, Montagnani L, Schulze ED, Mollicone D, Kolle O, Meroni M, Papale D, Belelli Marchesini L, Federici S, Valentini R (2002) Net CO2 exchange rates in three different successional stages of the “Dark Taiga” of central Siberia. Tellus B 54:642–654. doi: 10.​1034/​j.​1600-0889.​2002.​01351.​x
Zurück zum Zitat Russian Assessment Report (2008) In: Meleshko VP, Semenov SM (eds) Russian assessment report on climate change and its impact on the Russian territory. Technical summary. VNIIGMI-MCD, Moscow, 92 pp (in Russian) Russian Assessment Report (2008) In: Meleshko VP, Semenov SM (eds) Russian assessment report on climate change and its impact on the Russian territory. Technical summary. VNIIGMI-MCD, Moscow, 92 pp (in Russian)
Zurück zum Zitat Savina SS, Khotinsky NA (1982) Zonal method of reconstruction of paleoclimates of the Holocene. In: Velichko AA (ed) Development of nature on the territory of USSR in the late Pleistocene and the Holocene. Nauka, Moscow, pp 179–186 (in Russian) Savina SS, Khotinsky NA (1982) Zonal method of reconstruction of paleoclimates of the Holocene. In: Velichko AA (ed) Development of nature on the territory of USSR in the late Pleistocene and the Holocene. Nauka, Moscow, pp 179–186 (in Russian)
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Zurück zum Zitat Savina LN, Koshkarova VL (1981) In: Yamskikh AF (ed) Natural conditions of the Minusink basin. Krasnoyarsk Pedagogical Institute, Krasnoyarsk, pp 101–110 Savina LN, Koshkarova VL (1981) In: Yamskikh AF (ed) Natural conditions of the Minusink basin. Krasnoyarsk Pedagogical Institute, Krasnoyarsk, pp 101–110
Zurück zum Zitat Schulze E-D, 21 Co-Authors (1999) Productivity of forests in the Eurosiberian boreal region and their potential to act as a carbon sink – a synthesis. Glob Change Biol 5:703–722 Schulze E-D, 21 Co-Authors (1999) Productivity of forests in the Eurosiberian boreal region and their potential to act as a carbon sink – a synthesis. Glob Change Biol 5:703–722
Zurück zum Zitat Serreze MC, Francis JA (2006) The arctic amplification debate. Clim Chang 76(3–4):241–264 Serreze MC, Francis JA (2006) The arctic amplification debate. Clim Chang 76(3–4):241–264
Zurück zum Zitat Serreze MC, Barrett AP, Stroeve JC, Kindig DN, Holland MM (2009) The emergence of surface-based Arctic amplification. The Cryosphere 3:11–19 Serreze MC, Barrett AP, Stroeve JC, Kindig DN, Holland MM (2009) The emergence of surface-based Arctic amplification. The Cryosphere 3:11–19
Zurück zum Zitat Shahgedanova M (2003) The physical geography of northern Eurasia. Oxford University Press, Oxford, 571 pp Shahgedanova M (2003) The physical geography of northern Eurasia. Oxford University Press, Oxford, 571 pp
Zurück zum Zitat Sherstyukov BG, Razuvaev VN, Bulygina ON, Groisman PYa (2007) NEESPI Science and Data Support Center for Hydrometeorological Information in Obninsk, Russia. Environ Res Lett 2, 045010:2. doi:10.1088/1748-9326/2/4/045010 Sherstyukov BG, Razuvaev VN, Bulygina ON, Groisman PYa (2007) NEESPI Science and Data Support Center for Hydrometeorological Information in Obninsk, Russia. Environ Res Lett 2, 045010:2. doi:10.​1088/​1748-9326/​2/​4/​045010
Zurück zum Zitat Shichi K, Takahara H, Krivonogov SK, Bezrukova EV, Kashiwaya K, Takehara A (2009) Vegetation and climate records for the last 50 kir from Lake Kotokel, the middle Lake Baikal area, East Siberia. Quat Int 205:98–110 Shichi K, Takahara H, Krivonogov SK, Bezrukova EV, Kashiwaya K, Takehara A (2009) Vegetation and climate records for the last 50 kir from Lake Kotokel, the middle Lake Baikal area, East Siberia. Quat Int 205:98–110
Zurück zum Zitat Shiklomanov IA, Shiklomanov AI (2003) Climatic change and dynamics of river discharge into the Arctic Ocean. Water Resour 30(6):593–601 Shiklomanov IA, Shiklomanov AI (2003) Climatic change and dynamics of river discharge into the Arctic Ocean. Water Resour 30(6):593–601
Zurück zum Zitat Shiklomanov NI, Nelson FE, Streletskiy DA, Hinkel KM, Brown J (2008) The circumpolar active layer monitoring (CALM) program: data collection, management, and dissemination strategies. In: Kane DL, Hinkel KM (eds) Proceedings of the ninth international conference on permafrost, vol 2, Fairbanks Institute of Northern Engineering, University of Alaska Fairbanks, Fairbanks, Alaska, June 29–July 3 2008, pp 1647–1652 Shiklomanov NI, Nelson FE, Streletskiy DA, Hinkel KM, Brown J (2008) The circumpolar active layer monitoring (CALM) program: data collection, management, and dissemination strategies. In: Kane DL, Hinkel KM (eds) Proceedings of the ninth international conference on permafrost, vol 2, Fairbanks Institute of Northern Engineering, University of Alaska Fairbanks, Fairbanks, Alaska, June 29–July 3 2008, pp 1647–1652
Zurück zum Zitat Shkol’nik IM, Mol’kentin EK, Nadezhina ED, Khlebnikova EI, Sall IA (2008) Temperature extremes and wildfires in Siberia in the 21st century: the MGO regional climate model simulation. Russ Meteorol Hydrol 33(3):135–142 Shkol’nik IM, Mol’kentin EK, Nadezhina ED, Khlebnikova EI, Sall IA (2008) Temperature extremes and wildfires in Siberia in the 21st century: the MGO regional climate model simulation. Russ Meteorol Hydrol 33(3):135–142
Zurück zum Zitat Shmakin AB (2010) Climatic characteristics of snow cover over North Eurasia and their change during the last decades. Ice Snow 1(1):43–57 Shmakin AB (2010) Climatic characteristics of snow cover over North Eurasia and their change during the last decades. Ice Snow 1(1):43–57
Zurück zum Zitat Shnitnikov AV (1951) Variability of solar radiation during historical epoch on the base of it’s Earth’s manifestations. Bull Comm Investig Sun 7(21):47–70 (in Russian) Shnitnikov AV (1951) Variability of solar radiation during historical epoch on the base of it’s Earth’s manifestations. Bull Comm Investig Sun 7(21):47–70 (in Russian)
Zurück zum Zitat Shumilova LV (1962) Botanical geography of Siberia. Tomsk University Press, Tomsk, 439 pp (in Russian) Shumilova LV (1962) Botanical geography of Siberia. Tomsk University Press, Tomsk, 439 pp (in Russian)
Zurück zum Zitat Shver TsA (1976) Atmospheric precipitation over the USSR territory (in Russian). Gidrometeoizdat, Leningrad, 302 pp Shver TsA (1976) Atmospheric precipitation over the USSR territory (in Russian). Gidrometeoizdat, Leningrad, 302 pp
Zurück zum Zitat Smith CL, Baker A, Fairchild IJ, Frisia S, Borsato A (2006) Reconstructing hemispheric-scale climates from multiple stalagmite records. Int J Climatol 26(10):1417–1424 Smith CL, Baker A, Fairchild IJ, Frisia S, Borsato A (2006) Reconstructing hemispheric-scale climates from multiple stalagmite records. Int J Climatol 26(10):1417–1424
Zurück zum Zitat Soja AJ, Tchebakova NM, French NH, Flannigan MD, Shugart HH, Stocks BJ, Sukhinin AI, Parfenova EI, Chapin FS III (2007) Climate-induced boreal forest change: predictions versus current observations. Glob Planet Change 56:274–296 Soja AJ, Tchebakova NM, French NH, Flannigan MD, Shugart HH, Stocks BJ, Sukhinin AI, Parfenova EI, Chapin FS III (2007) Climate-induced boreal forest change: predictions versus current observations. Glob Planet Change 56:274–296
Zurück zum Zitat Sun B, Groisman PYa (2000) Cloudiness variations over the former Soviet Union. Int J Climatol 20:1097–1111 Sun B, Groisman PYa (2000) Cloudiness variations over the former Soviet Union. Int J Climatol 20:1097–1111
Zurück zum Zitat Tarasov PE, Jolly D, Kaplan JO (1997) A continuous Late Glacial and Holocene record of vegetation changes in Kazakhstan. Palaeogeogr Palaeoclimatol Palaeoecol 136:281–292 Tarasov PE, Jolly D, Kaplan JO (1997) A continuous Late Glacial and Holocene record of vegetation changes in Kazakhstan. Palaeogeogr Palaeoclimatol Palaeoecol 136:281–292
Zurück zum Zitat Tarasov PE, Bezrukova EV, Krivonogov SK (2009) Late Glacial and Holocene changes in vegetation cover and climate in southern Siberia derived from a 15 kyr long pollen record from Lake Kotokel. Clim Past 5:285–295 Tarasov PE, Bezrukova EV, Krivonogov SK (2009) Late Glacial and Holocene changes in vegetation cover and climate in southern Siberia derived from a 15 kyr long pollen record from Lake Kotokel. Clim Past 5:285–295
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Zurück zum Zitat Tchebakova NM, Kolle O, Zolotukhine D, Lloyd J, Arneth A, Parfenova EI, Schulze E-D (2002) Annual and seasonal dynamics of energy and mass exchange in a middle taiga pine forest. In: Pleshikov FI (ed) Forest ecosystems of the Yenisei meridian. SB RAS Publishers, Novosibirsk, pp 252–264 Tchebakova NM, Kolle O, Zolotukhine D, Lloyd J, Arneth A, Parfenova EI, Schulze E-D (2002) Annual and seasonal dynamics of energy and mass exchange in a middle taiga pine forest. In: Pleshikov FI (ed) Forest ecosystems of the Yenisei meridian. SB RAS Publishers, Novosibirsk, pp 252–264
Zurück zum Zitat Tchebakova NM, Blyakharchuk TA, Parfenova EI (2009b) Reconstruction and prediction of climate and vegetation change in the Holocene in the Altai-Sayan Mts, central Asia. Environ Res Lett 4. 045025 (11 pp) doi:10.1088/1748-9326/4/4/045025 Tchebakova NM, Blyakharchuk TA, Parfenova EI (2009b) Reconstruction and prediction of climate and vegetation change in the Holocene in the Altai-Sayan Mts, central Asia. Environ Res Lett 4. 045025 (11 pp) doi:10.​1088/​1748-9326/​4/​4/​045025
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Zurück zum Zitat Tipenko GS, Marchenko S, Romanovsky VE, Groshev V, Sazonova T (2004) Spatially distributed model of permafrost dynamics in Alaska. Presented at the AGU Fall Meeting. San Francisco, CA, 13–17 Dec 2004. EOS 85:C12A-02 Tipenko GS, Marchenko S, Romanovsky VE, Groshev V, Sazonova T (2004) Spatially distributed model of permafrost dynamics in Alaska. Presented at the AGU Fall Meeting. San Francisco, CA, 13–17 Dec 2004. EOS 85:C12A-02
Zurück zum Zitat Turner JA, Lawson BD (1978) Weather in the Canadian forest fire danger rating system. A user guide to national standards and practices. Environment Canada, Pacific Forest Research Centre, Victoria, BC. BC-X-177 Turner JA, Lawson BD (1978) Weather in the Canadian forest fire danger rating system. A user guide to national standards and practices. Environment Canada, Pacific Forest Research Centre, Victoria, BC. BC-X-177
Zurück zum Zitat Vaganov EA, Shiyatov SG, Mazepa VS (1996) Dendroclimatic study in Ural-Siberian subarctic. Nauka, Novosibirsk, 246 pp Vaganov EA, Shiyatov SG, Mazepa VS (1996) Dendroclimatic study in Ural-Siberian subarctic. Nauka, Novosibirsk, 246 pp
Zurück zum Zitat van Geel B, Bokovenko NA, Burova ND, Chugunov KV, Dergachev VA, Dirksen VG, Kulkova M, Nagler A, Parzinger H, van der Plicht J, Visiliev SS, Zaitseva GI (2004) Climate change and the expansion of the Scythian culture after 850 BC: a hypothesis. J Archaeol Sci 31(12):1735–1742 van Geel B, Bokovenko NA, Burova ND, Chugunov KV, Dergachev VA, Dirksen VG, Kulkova M, Nagler A, Parzinger H, van der Plicht J, Visiliev SS, Zaitseva GI (2004) Climate change and the expansion of the Scythian culture after 850 BC: a hypothesis. J Archaeol Sci 31(12):1735–1742
Zurück zum Zitat Vannari PI (1911) Meteorological networks in Russia and other countries. Issue of Meteorological Papers in the Memory of the Chief of the Meteorological Committee of Imperator Russian Geographical Society A.I. Voeikov 1:51–64 (in Russian) Vannari PI (1911) Meteorological networks in Russia and other countries. Issue of Meteorological Papers in the Memory of the Chief of the Meteorological Committee of Imperator Russian Geographical Society A.I. Voeikov 1:51–64 (in Russian)
Zurück zum Zitat Velichko AA (1989) The Holocene like element of global natural processes. In: Velicko AA (ed) Paleoclimates of the late Glacial and the Holocene. Nauka, Moscow, pp 2–12 (in Russian) Velichko AA (1989) The Holocene like element of global natural processes. In: Velicko AA (ed) Paleoclimates of the late Glacial and the Holocene. Nauka, Moscow, pp 2–12 (in Russian)
Zurück zum Zitat Velichko AA (ed) (2010) Atlas-monograph “evolution of landscapes and climates of Northern Eurasia”. Late Pleistocene – Holocene – elements of prognosis. Issue 3. GEOS, Moscow, 220 pp Velichko AA (ed) (2010) Atlas-monograph “evolution of landscapes and climates of Northern Eurasia”. Late Pleistocene – Holocene – elements of prognosis. Issue 3. GEOS, Moscow, 220 pp
Zurück zum Zitat Velichko AA, Klimanov VA, Borzenkova II (1992) Climates between 6,000 and 5,500 yr BP. In: Frenzel B, Pecsi M, Velichko AA (eds) Atlas of paleoclimates and paleoenvironments of the Northern Hemisphere (Late Pleistocene – Holocene). Geographical Research Institute/Gustav Fischer Verlag, Budapest/Stutgart, p 65, 69, 73, 77, 137–139 Velichko AA, Klimanov VA, Borzenkova II (1992) Climates between 6,000 and 5,500 yr BP. In: Frenzel B, Pecsi M, Velichko AA (eds) Atlas of paleoclimates and paleoenvironments of the Northern Hemisphere (Late Pleistocene – Holocene). Geographical Research Institute/Gustav Fischer Verlag, Budapest/Stutgart, p 65, 69, 73, 77, 137–139
Zurück zum Zitat Velichko AA, Andreev AA, Klimanov VA (1997) Climate and vegetation dynamics in the tundra and forest zone during the late Glacial and Holocene. Quat Int 41(42):71–96 Velichko AA, Andreev AA, Klimanov VA (1997) Climate and vegetation dynamics in the tundra and forest zone during the late Glacial and Holocene. Quat Int 41(42):71–96
Zurück zum Zitat Vinnikov KYa, Groisman PYa, Lugina KM (1990) The empirical data on modern global climate changes (temperature and precipitation). J Climate 3(6):662–677 Vinnikov KYa, Groisman PYa, Lugina KM (1990) The empirical data on modern global climate changes (temperature and precipitation). J Climate 3(6):662–677
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Metadaten
Titel
Climate Changes in Siberia
verfasst von
Pavel Ya. Groisman
Tatiana A. Blyakharchuk
Alexander V. Chernokulsky
Maksim M. Arzhanov
Luca Belelli Marchesini
Esfir G. Bogdanova
Irena I. Borzenkova
Olga N. Bulygina
Andrey A. Karpenko
Lyudmila V. Karpenko
Richard W. Knight
Vyacheslav Ch. Khon
Georgiy N. Korovin
Anna V. Meshcherskaya
Igor I. Mokhov
Elena I. Parfenova
Vyacheslav N. Razuvaev
Nina A. Speranskaya
Nadezhda M. Tchebakova
Natalia N. Vygodskaya
Copyright-Jahr
2013
Verlag
Springer Netherlands
DOI
https://doi.org/10.1007/978-94-007-4569-8_3