Skip to main content
Top

2021 | OriginalPaper | Chapter

29. Responses of Boreal Forest Ecosystems and Permafrost to Climate Change and Disturbances: A Modeling Perspective

Authors : Shuhua Yi, Fengming Yuan

Published in: Arctic Hydrology, Permafrost and Ecosystems

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The north circumpolar region contains a large amount of carbon. This carbon storage is vulnerable due to permafrost degradation and wildfire disturbances under ongoing and projected climate change. Climate warming and wildfires change soil organic horizons gradually or abruptly, and modify permafrost thermal-hydrology and biogeochemistry, ecosystem structures, functions, and capability of sequestrating rising atmospheric CO2. Land models do not fully take accounts of these interactions and its complexity in the high latitude. This chapter describes a terrestrial ecosystem model with dynamic organic soil module (DOS-TEM) and its unique freezing-thawing algorithm, and presents key results of its applications mainly in boreal forests of Alaska. The DOS-TEM explicitly considers interactions of soil thermal and hydrological processes, permafrost degradation and the direct and indirect effects of wildfire disturbances, in addition to soil–plant C and N cycles. We first introduce four modules of DOS-TEM, focusing on its disturbance module and coupling with a dynamic organic soil module. Then we describe and validate DOS-TEM’s freezing-thawing algorithm and development based on two-directional Stefan algorithm (TDSA). Finally, we apply the DOS-TEM at site and region scales, with a focus on model ability to dynamically simulate soil organic thickness under warming and wildfires, and consequent impacts on permafrost in the Yukon River Basin. We conclude that land surface model development is urgently needed to include other critical landscape processes, such as thermalkarst and other disturbances, to synchronize thermal-hydrological-biogeochemical processes, and to incorporate an advanced understanding of biospheric feedbacks to atmosphere and ecosystems. Such a complexity of modeling scope is plausible with advancement of high performance computing.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
go back to reference ACIA (2004) Arctic climate impact assessment. Cambridge University Press, Cambridge, UK ACIA (2004) Arctic climate impact assessment. Cambridge University Press, Cambridge, UK
go back to reference Balshi MS, McGuire AD, Zhuang Q, Melillo J, Kicklighter DW, Kasischke E, Wirth C, Flannigan M, Harden J, Clein JS, Burnside TJ (2007) The role of fire disturbance in the carbon dynamics of the pan-boreal region: a process-based analysis. J Geophys Res Biogeosci 112:G02029. https://doi.org/10.1029/2006jg000380 Balshi MS, McGuire AD, Zhuang Q, Melillo J, Kicklighter DW, Kasischke E, Wirth C, Flannigan M, Harden J, Clein JS, Burnside TJ (2007) The role of fire disturbance in the carbon dynamics of the pan-boreal region: a process-based analysis. J Geophys Res Biogeosci 112:G02029. https://​doi.​org/​10.​1029/​2006jg000380
go back to reference Barrett K, McGuire AD, Hoy E, Kasischke E (2011) Potential shifts in dominant forest cover in interior Alaska driven by variations in fire severity. Ecol Appl 21:2380–2396 Barrett K, McGuire AD, Hoy E, Kasischke E (2011) Potential shifts in dominant forest cover in interior Alaska driven by variations in fire severity. Ecol Appl 21:2380–2396
go back to reference Beringer J, Lynch AH, Stuart Chapin III F, Mack M, Bonan GB (2001) The representation of Arctic soils in the land surface model: the importance of mosses. J Clim 14:3324–3335CrossRef Beringer J, Lynch AH, Stuart Chapin III F, Mack M, Bonan GB (2001) The representation of Arctic soils in the land surface model: the importance of mosses. J Clim 14:3324–3335CrossRef
go back to reference Bonan GB (1996) A land surface model (LSM Version 1.0) for ecological, hydrological, and atmospheric studies: technical description and users guide. NCAR, University Corporation for Atmospheric Research, NCAR/Tn-417 + STR Bonan GB (1996) A land surface model (LSM Version 1.0) for ecological, hydrological, and atmospheric studies: technical description and users guide. NCAR, University Corporation for Atmospheric Research, NCAR/Tn-417 + STR
go back to reference Bond-Lamberty B, Wang C, Gower ST (2005) Spatiotemporal measurement and modeling of stand-level boreal forest soil temperatures. Agr For Meteorol 131:27–40CrossRef Bond-Lamberty B, Wang C, Gower ST (2005) Spatiotemporal measurement and modeling of stand-level boreal forest soil temperatures. Agr For Meteorol 131:27–40CrossRef
go back to reference Bond-Lamberty B, Gower ST, Ahl DE (2007) Improved simulation of poorly drained forests using Biome-BGC. Tree Physiol 27:703–715CrossRef Bond-Lamberty B, Gower ST, Ahl DE (2007) Improved simulation of poorly drained forests using Biome-BGC. Tree Physiol 27:703–715CrossRef
go back to reference Bring A, Fedorova I, Dibike Y, Hinzman L, Mård J, Mernild SH, Prowse T, Semenova O, Stuefer SL, Woo MK (2016) Arctic terrestrial hydrology: a synthesis of processes, regional effects, and research challenges. J Geophys Res Biogeosci 121:621–649 Bring A, Fedorova I, Dibike Y, Hinzman L, Mård J, Mernild SH, Prowse T, Semenova O, Stuefer SL, Woo MK (2016) Arctic terrestrial hydrology: a synthesis of processes, regional effects, and research challenges. J Geophys Res Biogeosci 121:621–649
go back to reference Burn CR (1998) The response (1958-1997) of permafrost and near-surface ground temperatures to forest fire, Takhini River valley, southern Yukon Territory. Can J Earth Sci 35:184–199CrossRef Burn CR (1998) The response (1958-1997) of permafrost and near-surface ground temperatures to forest fire, Takhini River valley, southern Yukon Territory. Can J Earth Sci 35:184–199CrossRef
go back to reference Bisbee KE, Gower ST, Norman JM, Nordheim EV (2001) Environmental controls on ground cover species composition and productivity in a boreal black spruce forest. Oecologia 129:261–270CrossRef Bisbee KE, Gower ST, Norman JM, Nordheim EV (2001) Environmental controls on ground cover species composition and productivity in a boreal black spruce forest. Oecologia 129:261–270CrossRef
go back to reference Clein JS, McGuire AD, Zhang X, Kicklighter D, Melillo J, Wofsy SC, Jarvis PG, Massheder JM (2002) Historical and projected carbon balance of mature black spruce ecosystems across North-America: the role of carbon-nitrogen interactions. Plant Soil 242:15–32CrossRef Clein JS, McGuire AD, Zhang X, Kicklighter D, Melillo J, Wofsy SC, Jarvis PG, Massheder JM (2002) Historical and projected carbon balance of mature black spruce ecosystems across North-America: the role of carbon-nitrogen interactions. Plant Soil 242:15–32CrossRef
go back to reference Cuntz M, Haverd V (2018) Physically Accurate Soil Freeze-Thaw Processes in a Global Land Surface Scheme. J Adv Model Earth Syst 10(1):54–77CrossRef Cuntz M, Haverd V (2018) Physically Accurate Soil Freeze-Thaw Processes in a Global Land Surface Scheme. J Adv Model Earth Syst 10(1):54–77CrossRef
go back to reference Dall’Amico M et al (2011) A robust and energy-conserving model of freezing variably-saturated soil. The Cryosphere 5(2):469–484CrossRef Dall’Amico M et al (2011) A robust and energy-conserving model of freezing variably-saturated soil. The Cryosphere 5(2):469–484CrossRef
go back to reference Davidson EA, Janssens IA (2006) Temperature sensitivity of soil carbon decomposition and feedbacks to climate change. Nature 440:165–173CrossRef Davidson EA, Janssens IA (2006) Temperature sensitivity of soil carbon decomposition and feedbacks to climate change. Nature 440:165–173CrossRef
go back to reference Deimling TS, Meinshausen M, Levermann A, Huber V, Frieler K, Lawrence DM, Brovkin V (2012) Estimating the near-surface permafrost-carbon feedback on global warming. Biogeosciences 9:649–665 Deimling TS, Meinshausen M, Levermann A, Huber V, Frieler K, Lawrence DM, Brovkin V (2012) Estimating the near-surface permafrost-carbon feedback on global warming. Biogeosciences 9:649–665
go back to reference Endrizzi S et al (2014) GEOtop 2.0: simulating the combined energy and water balance at and below the land surface accounting for soil freezing, snow cover and terrain effects. Geosci Model Dev 7(6):2831–2857 Endrizzi S et al (2014) GEOtop 2.0: simulating the combined energy and water balance at and below the land surface accounting for soil freezing, snow cover and terrain effects. Geosci Model Dev 7(6):2831–2857
go back to reference Euskirchen SE, McGuire AD, Kicklighter DW, Zhuang Q, Clein JS, Dargaville RJ, Dye DG, Kimball JS, McDonald KC, Melillo JM, Romanovsky VE, Smith NV (2006) Importance of recent shifts in soil thermal dynamics on growing season length, productivity, and carbon sequestration in terrestrial high-latitude ecosystems. Global Change Biol 12:731–750CrossRef Euskirchen SE, McGuire AD, Kicklighter DW, Zhuang Q, Clein JS, Dargaville RJ, Dye DG, Kimball JS, McDonald KC, Melillo JM, Romanovsky VE, Smith NV (2006) Importance of recent shifts in soil thermal dynamics on growing season length, productivity, and carbon sequestration in terrestrial high-latitude ecosystems. Global Change Biol 12:731–750CrossRef
go back to reference Euskirchen ES et al (2016) Consequences of changes in vegetation and snow cover for climate feedbacks in Alaska and northwest Canada. Environ Res Lett 11(10) Euskirchen ES et al (2016) Consequences of changes in vegetation and snow cover for climate feedbacks in Alaska and northwest Canada. Environ Res Lett 11(10)
go back to reference Flannigan M, Logan KA, Amiro BD, Skinner WR, Stocks BJ (2005) Future area burned in Canada. Climatic Change 77(1-2):1–16 Flannigan M, Logan KA, Amiro BD, Skinner WR, Stocks BJ (2005) Future area burned in Canada. Climatic Change 77(1-2):1–16
go back to reference Fox JD (1992) Incorporating Freeze-Thaw calculations into a water balance model. Water Resour Res 28(9):2229–2244CrossRef Fox JD (1992) Incorporating Freeze-Thaw calculations into a water balance model. Water Resour Res 28(9):2229–2244CrossRef
go back to reference Frolking S, Roulet NT, Moore TR, Richard PJ, Lavoie M, Muller SD (2001) Modeling northern peatland decomposition and peat accumulation. Ecosystems 4:479–498CrossRef Frolking S, Roulet NT, Moore TR, Richard PJ, Lavoie M, Muller SD (2001) Modeling northern peatland decomposition and peat accumulation. Ecosystems 4:479–498CrossRef
go back to reference Genet H et al (2013) Modeling the effects of fire severity and climate warming on active layer thickness and soil carbon storage of black spruce forests across the landscape in interior Alaska. Environ Res Lett 8(4):045016CrossRef Genet H et al (2013) Modeling the effects of fire severity and climate warming on active layer thickness and soil carbon storage of black spruce forests across the landscape in interior Alaska. Environ Res Lett 8(4):045016CrossRef
go back to reference Genet H et al (2018) The role of driving factors in historical and projected carbon dynamics of upland ecosystems in Alaska. Ecol Appl 28(1):5–27CrossRef Genet H et al (2018) The role of driving factors in historical and projected carbon dynamics of upland ecosystems in Alaska. Ecol Appl 28(1):5–27CrossRef
go back to reference Goodrich EL (1978) Efficient numerical technique for one-dimensional thermal problems with phase change. Int J Heat Mass Transfer 21:615–621CrossRef Goodrich EL (1978) Efficient numerical technique for one-dimensional thermal problems with phase change. Int J Heat Mass Transfer 21:615–621CrossRef
go back to reference Goulden ML, Wofsy SC, Harden J, Trumbore SE, Crill MP, Gower ST, Fries T, Daube BC, Fan S, Sutton JD, Bazzaz A, Munger WJ (1998) Sensitivity of boreal forest carbon balance to soil thaw. Science 279:214–216CrossRef Goulden ML, Wofsy SC, Harden J, Trumbore SE, Crill MP, Gower ST, Fries T, Daube BC, Fan S, Sutton JD, Bazzaz A, Munger WJ (1998) Sensitivity of boreal forest carbon balance to soil thaw. Science 279:214–216CrossRef
go back to reference Harden J, Trumbore SE, Stocks BJ, Hirsch AI, Gower ST, ONeill KP, Kasischke E (2000) The role of fire in the boreal carbon budget. Global Change Biol 6(Suppl. 1):174–184CrossRef Harden J, Trumbore SE, Stocks BJ, Hirsch AI, Gower ST, ONeill KP, Kasischke E (2000) The role of fire in the boreal carbon budget. Global Change Biol 6(Suppl. 1):174–184CrossRef
go back to reference Harden JW, Meier R, Silapaswan C, Swanson DK, McGuire AD (2003) Soil drainage and its potential for influencing wildfire in Alaska. In: Galloway J (ed) studies in Alaska by the U.S. Geological Survey. U.S. Geological Survey Professional Paper 1678 Harden JW, Meier R, Silapaswan C, Swanson DK, McGuire AD (2003) Soil drainage and its potential for influencing wildfire in Alaska. In: Galloway J (ed) studies in Alaska by the U.S. Geological Survey. U.S. Geological Survey Professional Paper 1678
go back to reference Harden JW, Neff JC, Sandberg DV, Turetsky MV, Ottmar R, Gleixner G, Fries TL, Manies KL (2004) Chemistry of burning the forest floor during the FROSTFIRE experimental burn, interior Alaska, 1999. Global Biogeochem. Cycles 18:GB3014. https://doi.org/10.1029/2003gb002194 Harden JW, Neff JC, Sandberg DV, Turetsky MV, Ottmar R, Gleixner G, Fries TL, Manies KL (2004) Chemistry of burning the forest floor during the FROSTFIRE experimental burn, interior Alaska, 1999. Global Biogeochem. Cycles 18:GB3014. https://​doi.​org/​10.​1029/​2003gb002194
go back to reference Hayes DJ, McGuire AD, Kicklighter DW, Burnside TJ, Melillo JM (2009) The effects of land cover and land use change on the contemporary carbon balance of the arctic and boreal ecosystems of northern Eurasia. In: Chapter 5 G. Gutman (ed) Arctic land cover and land use in a changing climate Hayes DJ, McGuire AD, Kicklighter DW, Burnside TJ, Melillo JM (2009) The effects of land cover and land use change on the contemporary carbon balance of the arctic and boreal ecosystems of northern Eurasia. In: Chapter 5 G. Gutman (ed) Arctic land cover and land use in a changing climate
go back to reference Hipp T, Etzelmuller B, Farbrot H, Schuler TV, Westermann S (2012) Modeling borehole temperatures in Southern Norway—insights into permafrost dynamics during the 20th and 21st century. The Cryosphere 6:553–571CrossRef Hipp T, Etzelmuller B, Farbrot H, Schuler TV, Westermann S (2012) Modeling borehole temperatures in Southern Norway—insights into permafrost dynamics during the 20th and 21st century. The Cryosphere 6:553–571CrossRef
go back to reference Huang Y, Rhoades AM, Ullrich PA, Zarzycki CM (2016) Evaluation of the variable-resolution CESM for modeling California’s climate. J Adv Model Earth Syst 8:345–369CrossRef Huang Y, Rhoades AM, Ullrich PA, Zarzycki CM (2016) Evaluation of the variable-resolution CESM for modeling California’s climate. J Adv Model Earth Syst 8:345–369CrossRef
go back to reference Jan A, Coon ET, Painter SL, Garimella R, Multon JD (2018) Comput Geosci 22(1):163–177CrossRef Jan A, Coon ET, Painter SL, Garimella R, Multon JD (2018) Comput Geosci 22(1):163–177CrossRef
go back to reference Jafarov EE, Coon ET, Harp DR, Wilson CJ, Painter SL, Atchley AL, Romanovsky VE (2018) Modeling the role of preferential snow accumulation in through talik development and hillslope groundwater flow in a transitional permafrost landscape. Environ Res Lett 13(2018):105006CrossRef Jafarov EE, Coon ET, Harp DR, Wilson CJ, Painter SL, Atchley AL, Romanovsky VE (2018) Modeling the role of preferential snow accumulation in through talik development and hillslope groundwater flow in a transitional permafrost landscape. Environ Res Lett 13(2018):105006CrossRef
go back to reference Jenkinson DS, Rayner JH (1977) The turnerover of soil organic matter in some of the Rothamsted classical experiments. Soil Sci 123:298–305CrossRef Jenkinson DS, Rayner JH (1977) The turnerover of soil organic matter in some of the Rothamsted classical experiments. Soil Sci 123:298–305CrossRef
go back to reference Johansen O (1975) Thermal conductivity of soils, Ph.D. thesis, University of Trondheim, Trondheim, Norway Johansen O (1975) Thermal conductivity of soils, Ph.D. thesis, University of Trondheim, Trondheim, Norway
go back to reference Johnson KD, Harden JW, McGuire AD, Norman NB, Bockheim JG, Clark M, Nettleton-Hollingsworth T, Jorgenson TT, Kane ES, Mack M, O’Donnell J, Ping C-L, Shuur EAG, Turetsky MR, Valentine DW (2011) Soil carbon distribution in Alaska in relation to soil-forming factors. Geoderma 167–168:71–84 Johnson KD, Harden JW, McGuire AD, Norman NB, Bockheim JG, Clark M, Nettleton-Hollingsworth T, Jorgenson TT, Kane ES, Mack M, O’Donnell J, Ping C-L, Shuur EAG, Turetsky MR, Valentine DW (2011) Soil carbon distribution in Alaska in relation to soil-forming factors. Geoderma 167–168:71–84
go back to reference Johnstone JF, Kasischke E (2005) Stand-level effects of soil burn severity on postfire regeneration in a recently burned black spruce forest. Can J For Res 35:2151–2163CrossRef Johnstone JF, Kasischke E (2005) Stand-level effects of soil burn severity on postfire regeneration in a recently burned black spruce forest. Can J For Res 35:2151–2163CrossRef
go back to reference Johnstone JF, Chapin SF (2006) Effects of soil burn severity on post-fire tree recruitment in Boreal Forest. Ecosystems 9:14–31CrossRef Johnstone JF, Chapin SF (2006) Effects of soil burn severity on post-fire tree recruitment in Boreal Forest. Ecosystems 9:14–31CrossRef
go back to reference Jorgenson MT et al (2006) Abrupt increase in permafrost degradation in Arctic Alaska. Geophys Res Lett 33(2) Jorgenson MT et al (2006) Abrupt increase in permafrost degradation in Arctic Alaska. Geophys Res Lett 33(2)
go back to reference Jumikis AR (1977) Thermal geotechnics. Rutgers University Press, New Brunswick, NJ, 375 p Jumikis AR (1977) Thermal geotechnics. Rutgers University Press, New Brunswick, NJ, 375 p
go back to reference Kanamitsu M, Ebisuzaki W, Woollen J et al (2002) NCEP-DOE AMIP-II Reanalysis (R-2). B Am Meteorol Soc 83:1631–1643CrossRef Kanamitsu M, Ebisuzaki W, Woollen J et al (2002) NCEP-DOE AMIP-II Reanalysis (R-2). B Am Meteorol Soc 83:1631–1643CrossRef
go back to reference Kasischke ES, Johnstone JF (2005) Variation in postfire organic layer thickness in a black spruce forest complex in interia Alaska and its effects on soil temperature and moisture. Can J For Res 35:2164–2177CrossRef Kasischke ES, Johnstone JF (2005) Variation in postfire organic layer thickness in a black spruce forest complex in interia Alaska and its effects on soil temperature and moisture. Can J For Res 35:2164–2177CrossRef
go back to reference Kasischke E, Bourgeau-Chavez LL, Johnstone JF (2007) Assessing spatial and temporal variations in surface soil moisture in fire-disturbed black spruce forests in Interior Alaska using spaceborne synthetic aperture radar imagery - Implications for post-fire tree recruitment. Remote Sens Environ 108:42–58 Kasischke E, Bourgeau-Chavez LL, Johnstone JF (2007) Assessing spatial and temporal variations in surface soil moisture in fire-disturbed black spruce forests in Interior Alaska using spaceborne synthetic aperture radar imagery - Implications for post-fire tree recruitment. Remote Sens Environ 108:42–58
go back to reference Kasischke ES, Verbyla D, Rupp TS, McGuire AD, Murphy KA, Allen JL, Hoy EE, Jandt R, Duffy P, Calef M, Turetsky MR (2010) Alaska’s changing fire regime—implications for the vulnerability of its boreal forests. Can J For Res 40(7):1313–1324 Kasischke ES, Verbyla D, Rupp TS, McGuire AD, Murphy KA, Allen JL, Hoy EE, Jandt R, Duffy P, Calef M, Turetsky MR (2010) Alaska’s changing fire regime—implications for the vulnerability of its boreal forests. Can J For Res 40(7):1313–1324
go back to reference Keeling CD, Whorf TP (2005) Atmospheric CO2 records from sites in the SIO air sampling network, in trends: a compendium of data on global change, carbon dioxide. Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tennessee Keeling CD, Whorf TP (2005) Atmospheric CO2 records from sites in the SIO air sampling network, in trends: a compendium of data on global change, carbon dioxide. Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tennessee
go back to reference Kelly R et al (2015) Palaeodata-informed modelling of large carbon losses from recent burning of Boreal forests. Nat Clim Change 6(1):79–82CrossRef Kelly R et al (2015) Palaeodata-informed modelling of large carbon losses from recent burning of Boreal forests. Nat Clim Change 6(1):79–82CrossRef
go back to reference Kurylyk BL, Watanabe K (2013) The mathematical representation of freezing and thawing processes in variably-saturated, non-deformable soils. Adv Water Resour 60:160–177CrossRef Kurylyk BL, Watanabe K (2013) The mathematical representation of freezing and thawing processes in variably-saturated, non-deformable soils. Adv Water Resour 60:160–177CrossRef
go back to reference Langer M, Westermann S, Heikenfeld M, Dorn W, Boike J (2013) Satellite-based modeling of permafrost temperatures in a tundra lowland landscape. Remote Sens Environ 135:12–24CrossRef Langer M, Westermann S, Heikenfeld M, Dorn W, Boike J (2013) Satellite-based modeling of permafrost temperatures in a tundra lowland landscape. Remote Sens Environ 135:12–24CrossRef
go back to reference Lara MJ, Genet H, McGuire AD, Euskirchen ES, Zhang Y-J, Brown DRN, Jorgenson MT, Romanovsky V, Breen A, Bolton WR (2016) Thermokarst rates intensify due to climate change and forest fragmentation in an Alaskan boreal forest lowland. Glob Chang Biol 22(2):816–829 Lara MJ, Genet H, McGuire AD, Euskirchen ES, Zhang Y-J, Brown DRN, Jorgenson MT, Romanovsky V, Breen A, Bolton WR (2016) Thermokarst rates intensify due to climate change and forest fragmentation in an Alaskan boreal forest lowland. Glob Chang Biol 22(2):816–829
go back to reference Lunardini VJ (1981) Heat transfer in cold climates. Van Nostrand Reinhold, New York Lunardini VJ (1981) Heat transfer in cold climates. Van Nostrand Reinhold, New York
go back to reference Mack MC et al (2011) Carbon loss from an unprecedented Arctic tundra wildfire. Nature 475(7357):489–492CrossRef Mack MC et al (2011) Carbon loss from an unprecedented Arctic tundra wildfire. Nature 475(7357):489–492CrossRef
go back to reference Manies KL, Harden J, Bond-Lamberty B, ONeill KP (2005) Woody debris along an upland chronosequence in boreal Manitoba and its impact on long-term carbon storage. Can J For Res 35:472–482CrossRef Manies KL, Harden J, Bond-Lamberty B, ONeill KP (2005) Woody debris along an upland chronosequence in boreal Manitoba and its impact on long-term carbon storage. Can J For Res 35:472–482CrossRef
go back to reference MacKay JR (1995) Active layer changes (1968 to 1993) following the Forest-Tundra Fire near Inuvik, N.W.T, Canada. Arct Alp Res 27:323–336CrossRef MacKay JR (1995) Active layer changes (1968 to 1993) following the Forest-Tundra Fire near Inuvik, N.W.T, Canada. Arct Alp Res 27:323–336CrossRef
go back to reference McGuire AD, Melillo J, Jobbagy EG, Kicklighter D, Grace AL, Moore B, Vorosmarty CJ (1992) Interactions between carbon and nitrogen dynamics in estimating net primary productivity for potential vegetation in North America. Global Biogeochem Cycles 6:101–124CrossRef McGuire AD, Melillo J, Jobbagy EG, Kicklighter D, Grace AL, Moore B, Vorosmarty CJ (1992) Interactions between carbon and nitrogen dynamics in estimating net primary productivity for potential vegetation in North America. Global Biogeochem Cycles 6:101–124CrossRef
go back to reference McGuire AD, Anderson LG, Christensen TR, Dallimore S, Guo L, Hayes DJ, Heimann M, Lorenson TD, Macdonald RW, Roulet N (2009) Sensitivity of the carbon cycle in the Arctic to climate change. Ecol Monogr 79:523–555CrossRef McGuire AD, Anderson LG, Christensen TR, Dallimore S, Guo L, Hayes DJ, Heimann M, Lorenson TD, Macdonald RW, Roulet N (2009) Sensitivity of the carbon cycle in the Arctic to climate change. Ecol Monogr 79:523–555CrossRef
go back to reference McGuire AD et al (2018) Dependence of the evolution of carbon dynamics in the northern permafrost region on the trajectory of climate change. Proc Natl Acad Sci USA 115(15):3882–3887CrossRef McGuire AD et al (2018) Dependence of the evolution of carbon dynamics in the northern permafrost region on the trajectory of climate change. Proc Natl Acad Sci USA 115(15):3882–3887CrossRef
go back to reference Mitchell TD, Jones PD (2005) An improved method of constructing a database of monthly climate observations and associated high-resolution grids. Int J Clim 25:693–712CrossRef Mitchell TD, Jones PD (2005) An improved method of constructing a database of monthly climate observations and associated high-resolution grids. Int J Clim 25:693–712CrossRef
go back to reference Olefeldt D et al (2016) Circumpolar distribution and carbon storage of thermokarst landscapes. Nat Commun 7:13043CrossRef Olefeldt D et al (2016) Circumpolar distribution and carbon storage of thermokarst landscapes. Nat Commun 7:13043CrossRef
go back to reference Oleson KW, Dai Y, Bonan GB, Bosilovich GM, Dickinson RE, Dirmeyer P, Hoffman F, Houser RP, Levis S, Niu G-Y, Thornton P, Vertenstein M, Yang Z-L, Zeng X (2004) Technical description of the Community Land Model (CLM). NCAR, University Corporation for Atmospheric Research, NCAR/TN-461 + STR Oleson KW, Dai Y, Bonan GB, Bosilovich GM, Dickinson RE, Dirmeyer P, Hoffman F, Houser RP, Levis S, Niu G-Y, Thornton P, Vertenstein M, Yang Z-L, Zeng X (2004) Technical description of the Community Land Model (CLM). NCAR, University Corporation for Atmospheric Research, NCAR/TN-461 + STR
go back to reference O’Neill KP, Kasischke E, Richter DD (2002) Environmental controls on soil CO2 flux following fire in black spruce, white spruce, and aspen stands of interial Alaska. Can J For Res 32:1525–1541CrossRef O’Neill KP, Kasischke E, Richter DD (2002) Environmental controls on soil CO2 flux following fire in black spruce, white spruce, and aspen stands of interial Alaska. Can J For Res 32:1525–1541CrossRef
go back to reference Painter SL (2010) Three-phase numerical model of water migration in partially frozen geological media: model formulation, validation, and applications. Comput Geosci 15(1):69–85CrossRef Painter SL (2010) Three-phase numerical model of water migration in partially frozen geological media: model formulation, validation, and applications. Comput Geosci 15(1):69–85CrossRef
go back to reference Painter SL et al (2012) Modeling challenges for predicting hydrologic response to degrading permafrost. Hydrogeol J 21(1):221–224CrossRef Painter SL et al (2012) Modeling challenges for predicting hydrologic response to degrading permafrost. Hydrogeol J 21(1):221–224CrossRef
go back to reference Painter SL, Karra S (2014) Constitutive model for unfrozen water content in subfreezing unsaturated soils. Vadose Zone J 13(4) Painter SL, Karra S (2014) Constitutive model for unfrozen water content in subfreezing unsaturated soils. Vadose Zone J 13(4)
go back to reference Painter SL et al (2016) Integrated surface/subsurface permafrost thermal hydrology: Model formulation and proof-of-concept simulations. Water Resour Res 52:6062–6077CrossRef Painter SL et al (2016) Integrated surface/subsurface permafrost thermal hydrology: Model formulation and proof-of-concept simulations. Water Resour Res 52:6062–6077CrossRef
go back to reference Parton WJ et al (2001) Generalized model for NOx and N2O emissions from soils. J Geophys Res Atmos 106(D15):17403–17419CrossRef Parton WJ et al (2001) Generalized model for NOx and N2O emissions from soils. J Geophys Res Atmos 106(D15):17403–17419CrossRef
go back to reference Raich JW, Rastetter EB, Melillo J, Kicklighter D, Steudler PA, Peterson BJ, Grace AL, Moore B, Vorosmarty CJ (1991) Potential net primary productivity in South America: application of a global model. Ecol Appl 1:399–429CrossRef Raich JW, Rastetter EB, Melillo J, Kicklighter D, Steudler PA, Peterson BJ, Grace AL, Moore B, Vorosmarty CJ (1991) Potential net primary productivity in South America: application of a global model. Ecol Appl 1:399–429CrossRef
go back to reference Ringeval B, Decharme B, Piao S, Ciais P, Papa P, Noblet-Ducoudre N, Prigent C, Friedlingstein P, Gouttevin I, Koven CD (2012) Modelling sub-grid wetland in the ORCHIDEE global land surface model: evaluation against river discharges and remotely sensed data. Geosci Model Dev 5:941–962CrossRef Ringeval B, Decharme B, Piao S, Ciais P, Papa P, Noblet-Ducoudre N, Prigent C, Friedlingstein P, Gouttevin I, Koven CD (2012) Modelling sub-grid wetland in the ORCHIDEE global land surface model: evaluation against river discharges and remotely sensed data. Geosci Model Dev 5:941–962CrossRef
go back to reference Riseborough DW, Shiklomanov NI, Etzelmuller B, Gruber S, Marchenko S (2008) Recent advances in permafrost modelling. Permafrost Periglac 19:137–156CrossRef Riseborough DW, Shiklomanov NI, Etzelmuller B, Gruber S, Marchenko S (2008) Recent advances in permafrost modelling. Permafrost Periglac 19:137–156CrossRef
go back to reference Ruess RW, Hendrick RL, Burton AJ, Pregitzer KS, Sveinbjornsson B, Allen MF, Maurer GE (2003) Coupling fine root dynamics with ecosystem carbon cycling in black spruce forests of interior Alaska. Ecol Monogr 73:643–662CrossRef Ruess RW, Hendrick RL, Burton AJ, Pregitzer KS, Sveinbjornsson B, Allen MF, Maurer GE (2003) Coupling fine root dynamics with ecosystem carbon cycling in black spruce forests of interior Alaska. Ecol Monogr 73:643–662CrossRef
go back to reference Rupp TS et al (2016) Chapter 2. Climate simulations, land cover, and wildfire. In: Zhu Z, McGuire AD (eds) Baseline and projected future carbon storage and greenhouse gas fluxes in ecosystems of Alaska, Reston, VA, U.S. Geological Survey. Professional Paper 1826 Rupp TS et al (2016) Chapter 2. Climate simulations, land cover, and wildfire. In: Zhu Z, McGuire AD (eds) Baseline and projected future carbon storage and greenhouse gas fluxes in ecosystems of Alaska, Reston, VA, U.S. Geological Survey. Professional Paper 1826
go back to reference Schaefer K, Zhang T, Bruhwiler LP, Barret AP (2011) Amount and timing of permafrost carbon release in response to climate warming. Tellus B 63B:65–180 Schaefer K, Zhang T, Bruhwiler LP, Barret AP (2011) Amount and timing of permafrost carbon release in response to climate warming. Tellus B 63B:65–180
go back to reference Schuur EAG, Bockheim J, Canadell JG, Euskirchen E, Field CB, Goryachkin SV, Hagemann S, Kuhry P, Lafleur PM, Lee H, Mazhitova G, Nelson FE, Rinke A, Romanovsky VE, Shiklomanov N, Tarnocai C, Venesky S, Vogel JG, Zimov SA (2008) Vulnerability of permafrost carbon to climate change: implications for the global carbon cycle. Bioscience 58:701–714CrossRef Schuur EAG, Bockheim J, Canadell JG, Euskirchen E, Field CB, Goryachkin SV, Hagemann S, Kuhry P, Lafleur PM, Lee H, Mazhitova G, Nelson FE, Rinke A, Romanovsky VE, Shiklomanov N, Tarnocai C, Venesky S, Vogel JG, Zimov SA (2008) Vulnerability of permafrost carbon to climate change: implications for the global carbon cycle. Bioscience 58:701–714CrossRef
go back to reference Shanley JB, Chalmers A (1999) The effect of frozen soil on snowmelt runoff at Sleepers River, Vermont. Hydrol Process 13:1843–1857CrossRef Shanley JB, Chalmers A (1999) The effect of frozen soil on snowmelt runoff at Sleepers River, Vermont. Hydrol Process 13:1843–1857CrossRef
go back to reference Sitch S, Smith B, Prentice CI, Arneth A, Bondeau A, Cramer W, Kaplan A, Levis S, Lucht W, Sykes M, Thonicke K, Venevsky S (2003) Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model. Global Change Biol 9:161–185CrossRef Sitch S, Smith B, Prentice CI, Arneth A, Bondeau A, Cramer W, Kaplan A, Levis S, Lucht W, Sykes M, Thonicke K, Venevsky S (2003) Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model. Global Change Biol 9:161–185CrossRef
go back to reference Steele SJ, Gower ST, Vogel JG, Norman JM (1997) Root mass, net primary production and turnover in aspen, jack pine and black spruce forests in Saskatchewan and Manitoba, Canada. Tree Physiol 17:577–587CrossRef Steele SJ, Gower ST, Vogel JG, Norman JM (1997) Root mass, net primary production and turnover in aspen, jack pine and black spruce forests in Saskatchewan and Manitoba, Canada. Tree Physiol 17:577–587CrossRef
go back to reference Thonicke K, Venevsky S, Sitch S, Cramer W (2001) The role of fire disturbance for global vegetation dynamics: coupling fire into a Dynamic Global Vegetation Model. Global Ecol Biogeogr 10:661–677CrossRef Thonicke K, Venevsky S, Sitch S, Cramer W (2001) The role of fire disturbance for global vegetation dynamics: coupling fire into a Dynamic Global Vegetation Model. Global Ecol Biogeogr 10:661–677CrossRef
go back to reference van Cleve K, Dyrness CT, Viereck LA, Fox JF, Chapin FS III, Oechel W (1983) Taiga ecosystems in interior Alaska. Bioscience 33:39–44CrossRef van Cleve K, Dyrness CT, Viereck LA, Fox JF, Chapin FS III, Oechel W (1983) Taiga ecosystems in interior Alaska. Bioscience 33:39–44CrossRef
go back to reference van Wijk TM, Williams M, Laundre JA, Shaver GR (2003) Interannual variability of plant phenology in tussock tundra: modelling interactions of plant productivity, plant phenology, snowmelt and soil thaw. Global Change Biol 9:743–758CrossRef van Wijk TM, Williams M, Laundre JA, Shaver GR (2003) Interannual variability of plant phenology in tussock tundra: modelling interactions of plant productivity, plant phenology, snowmelt and soil thaw. Global Change Biol 9:743–758CrossRef
go back to reference Verseghy DL (1991) CLASS-A Canadian land surface scheme for GCMs I: soil model. Int J Climat 11:111–133CrossRef Verseghy DL (1991) CLASS-A Canadian land surface scheme for GCMs I: soil model. Int J Climat 11:111–133CrossRef
go back to reference Wang L, Zhou J, Qi J, Sun L, Yang K, Tian L, Lin Y, Liu W, Shrestha M, Xue Y, Koike T, Ma Y, Li X, Chen Y, Chen D, Piao S, Lu H (2017) Development of a land surface model with coupled snow and frozen soil physics. Water Resour Res 53:5085–5103CrossRef Wang L, Zhou J, Qi J, Sun L, Yang K, Tian L, Lin Y, Liu W, Shrestha M, Xue Y, Koike T, Ma Y, Li X, Chen Y, Chen D, Piao S, Lu H (2017) Development of a land surface model with coupled snow and frozen soil physics. Water Resour Res 53:5085–5103CrossRef
go back to reference Yi S, McGuire AD, Harden J, Kasischke E, Manies KL, Hinzman LD, Liljedahl A, Randerson JT, Liu H, Romanovsky VE, Marchenko S, Kim Y (2009b) Interactions between soil thermal and hydrological dynamics in the response of Alaska ecosystems to fire disturbance. J Geophys Res 114:G02015. https://doi.org/10.1029/2008JG000841CrossRef Yi S, McGuire AD, Harden J, Kasischke E, Manies KL, Hinzman LD, Liljedahl A, Randerson JT, Liu H, Romanovsky VE, Marchenko S, Kim Y (2009b) Interactions between soil thermal and hydrological dynamics in the response of Alaska ecosystems to fire disturbance. J Geophys Res 114:G02015. https://​doi.​org/​10.​1029/​2008JG000841CrossRef
go back to reference Yi S, McGuire AD, Kasischke E, Harden J, Manies KL, Mack M, Turetsky MR (2010) A Dynamic organic soil biogeochemical model for simulating the effects of wildfire on soil environmental conditions and carbon dynamics of black spruce forests. J Geophys Res 115:G04015. https://doi.org/10.1029/2010JG001302CrossRef Yi S, McGuire AD, Kasischke E, Harden J, Manies KL, Mack M, Turetsky MR (2010) A Dynamic organic soil biogeochemical model for simulating the effects of wildfire on soil environmental conditions and carbon dynamics of black spruce forests. J Geophys Res 115:G04015. https://​doi.​org/​10.​1029/​2010JG001302CrossRef
go back to reference Yi S, Li N, Xiang B, Wang X, Ye B, McGuire AD (2013) Representing the effects of alpine grassland vegetation cover on the simulation of soil thermal dynamics by ecosystem models applied to the Qinghai-Tibetan Plateau. J Geophys Res 118:1186–1199CrossRef Yi S, Li N, Xiang B, Wang X, Ye B, McGuire AD (2013) Representing the effects of alpine grassland vegetation cover on the simulation of soil thermal dynamics by ecosystem models applied to the Qinghai-Tibetan Plateau. J Geophys Res 118:1186–1199CrossRef
go back to reference Yi S, Wischnewski K, Langer M, Muster S, Boike J (2014a) Freeze/thaw processes of complex permafrost landscape of Northern Siberia simulated using the TEM ecosystem model: impact of thermokarst ponds and lakes. Geosci Model Dev 7(4):1671–1689CrossRef Yi S, Wischnewski K, Langer M, Muster S, Boike J (2014a) Freeze/thaw processes of complex permafrost landscape of Northern Siberia simulated using the TEM ecosystem model: impact of thermokarst ponds and lakes. Geosci Model Dev 7(4):1671–1689CrossRef
go back to reference Yuan FM et al (2012) Assessment of boreal forest historical C dynamics in the Yukon River Basin: relative roles of warming and fire regime change. Ecol Appl 22(8):2091–2109CrossRef Yuan FM et al (2012) Assessment of boreal forest historical C dynamics in the Yukon River Basin: relative roles of warming and fire regime change. Ecol Appl 22(8):2091–2109CrossRef
go back to reference Zhang T, Barry RG, Knowles K, Heginbottom JA, Brown J (1999) Statistics and characteristics of permafrost and ground ice distribution in the Northern Hemisphere. Polar Geogr 23(2):147–169CrossRef Zhang T, Barry RG, Knowles K, Heginbottom JA, Brown J (1999) Statistics and characteristics of permafrost and ground ice distribution in the Northern Hemisphere. Polar Geogr 23(2):147–169CrossRef
go back to reference Zhuang Q, Romanovsky VE, McGuire AD (2001) Incorporation of a permafrost model into a large-scale ecosystem model: Evaluation of temporal and spatial scaling issues in simulating soil thermal dynamics. J Geophys Res Atmos 106(D24):33649–33670CrossRef Zhuang Q, Romanovsky VE, McGuire AD (2001) Incorporation of a permafrost model into a large-scale ecosystem model: Evaluation of temporal and spatial scaling issues in simulating soil thermal dynamics. J Geophys Res Atmos 106(D24):33649–33670CrossRef
go back to reference Zhuang Q, McGuire AD, Harden J, O’Neill KP, Romanovsky VE, Yarie J (2002) Modeling soil thermal and carbon dynamics of a fire chronosequence in interior Alaska. J Geophys Res Atmos 107:8147. https://doi.org/10.1029/2001jd001244. [printed 108(D1), 2003] Zhuang Q, McGuire AD, Harden J, O’Neill KP, Romanovsky VE, Yarie J (2002) Modeling soil thermal and carbon dynamics of a fire chronosequence in interior Alaska. J Geophys Res Atmos 107:8147. https://​doi.​org/​10.​1029/​2001jd001244. [printed 108(D1), 2003]
go back to reference Zhuang Q, McGuire AD, Melillo JM, Clein JS, Dargaville RJ, Kicklighter DW, Myneni RB, Dong J, Romanovsky VE, Harden J, Hobbie JE (2003) Carbon cycling in extratropical terrestrial ecosystems of the Northern Hemisphere during the 20th century: a modeling analysis of the influences of soil thermal dynamics. Tellus 55B:51–776 Zhuang Q, McGuire AD, Melillo JM, Clein JS, Dargaville RJ, Kicklighter DW, Myneni RB, Dong J, Romanovsky VE, Harden J, Hobbie JE (2003) Carbon cycling in extratropical terrestrial ecosystems of the Northern Hemisphere during the 20th century: a modeling analysis of the influences of soil thermal dynamics. Tellus 55B:51–776
go back to reference Zhuang Q, Melillo J, Kicklighter D, Prinn RG, McGuire AD, Steudler PA, Felzer BS, Hu S (2004) Methane fluxes between terrestrial ecosystems and the atmosphere at northern high latitudes during the past century: a retrospective analysis with a process-based biogeochemistry model. Global Biogeochem Cycle 18:GB3010. https://doi.org/10.1029/2004gb002239 Zhuang Q, Melillo J, Kicklighter D, Prinn RG, McGuire AD, Steudler PA, Felzer BS, Hu S (2004) Methane fluxes between terrestrial ecosystems and the atmosphere at northern high latitudes during the past century: a retrospective analysis with a process-based biogeochemistry model. Global Biogeochem Cycle 18:GB3010. https://​doi.​org/​10.​1029/​2004gb002239
go back to reference Zhuang Q, Melillo J, Sarofim MC, Kicklighter D, McGuire AD, Felzer BS, Sokolov A, Prinn RG, Steudler PA, Hu S (2006) CO2 and CH4 exchanges between land ecosystems and the atmosphere in northern high latitudes over the 21st century. Geophys Res Lett 33L(17):403. https://doi.org/10.1029/2006GL026972 Zhuang Q, Melillo J, Sarofim MC, Kicklighter D, McGuire AD, Felzer BS, Sokolov A, Prinn RG, Steudler PA, Hu S (2006) CO2 and CH4 exchanges between land ecosystems and the atmosphere in northern high latitudes over the 21st century. Geophys Res Lett 33L(17):403. https://​doi.​org/​10.​1029/​2006GL026972
go back to reference Zimov SA, Davidov SP, Zimova GM, Davidova AI, Chapin FS, Chapin MC, Reynolds JF (1999) Contribution of disturbance to increasing seasonal amplitude of atmospheric CO2. Science 284:1973–1976CrossRef Zimov SA, Davidov SP, Zimova GM, Davidova AI, Chapin FS, Chapin MC, Reynolds JF (1999) Contribution of disturbance to increasing seasonal amplitude of atmospheric CO2. Science 284:1973–1976CrossRef
Metadata
Title
Responses of Boreal Forest Ecosystems and Permafrost to Climate Change and Disturbances: A Modeling Perspective
Authors
Shuhua Yi
Fengming Yuan
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-50930-9_29