Microbial decomposition processes and vulnerable arctic soil organic carbon in the 21st century
Abstract
Various levels of representations of biogeochemical processes in current biogeochemistry models contribute to a large uncertainty in carbon budgetquantification. Here, we present an uncertainty analysis with a process-based biogeochemistry model, the Terrestrial Ecosystem Model (TEM), into which detailed microbial mechanisms were incorporated. Ensemble regional simulations with the new model (MIC-TEM) estimated that the carbon budget of the arctic ecosystems is 76.0±114.8 Pg C during the 20th century, i.e., Pg C under the RCP 2.6 scenario and 94.7±46 Pg C under the RCP8.5 scenario during the 21st century. Positive values indicate the regionalcarbon sink while negative values are a source to the atmosphere. Compared tothe estimates using a simpler soil decomposition algorithm in TEM, the new model estimated that the arctic terrestrial ecosystems stored 12Pg less carbon over the 20th century, i.e., 19 and 30 Pg C less under the RCP 8.5 and RCP 2.6 scenarios, respectively, during the 21st century. When soilcarbon within depths of 30, 100, and 300cm was considered as initial carbon in the 21st century simulations, the region was estimated to accumulate 65.4,88.6, and 109.8 Pg C, respectively, under the RCP 8.5 scenario. Incontrast, under the RCP 2.6 scenario, the region lost 0.7, 2.2, and 3Pg C,respectively, to the atmosphere. We postulate that the future regional carbon budget evaluation largely depends on whether or not adequate microbial activities are represented in earth system models and on the sizes of soil carbon considered in model simulations.
- Authors:
-
- Purdue Univ., West Lafayette, IN (United States)
- Publication Date:
- Research Org.:
- Univ. of Oregon, Eugene, OR (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1503301
- Grant/Contract Number:
- SC0008092
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Biogeosciences (Online)
- Additional Journal Information:
- Journal Name: Biogeosciences (Online); Journal Volume: 15; Journal Issue: 18; Journal ID: ISSN 1726-4189
- Publisher:
- European Geosciences Union
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES; 58 GEOSCIENCES
Citation Formats
Zha, Junrong, and Zhuang, Qianlai. Microbial decomposition processes and vulnerable arctic soil organic carbon in the 21st century. United States: N. p., 2018.
Web. doi:10.5194/bg-15-5621-2018.
Zha, Junrong, & Zhuang, Qianlai. Microbial decomposition processes and vulnerable arctic soil organic carbon in the 21st century. United States. https://doi.org/10.5194/bg-15-5621-2018
Zha, Junrong, and Zhuang, Qianlai. Thu .
"Microbial decomposition processes and vulnerable arctic soil organic carbon in the 21st century". United States. https://doi.org/10.5194/bg-15-5621-2018. https://www.osti.gov/servlets/purl/1503301.
@article{osti_1503301,
title = {Microbial decomposition processes and vulnerable arctic soil organic carbon in the 21st century},
author = {Zha, Junrong and Zhuang, Qianlai},
abstractNote = {Various levels of representations of biogeochemical processes in current biogeochemistry models contribute to a large uncertainty in carbon budgetquantification. Here, we present an uncertainty analysis with a process-based biogeochemistry model, the Terrestrial Ecosystem Model (TEM), into which detailed microbial mechanisms were incorporated. Ensemble regional simulations with the new model (MIC-TEM) estimated that the carbon budget of the arctic ecosystems is 76.0±114.8 Pg C during the 20th century, i.e., -3.1±61.7 Pg C under the RCP 2.6 scenario and 94.7±46 Pg C under the RCP8.5 scenario during the 21st century. Positive values indicate the regionalcarbon sink while negative values are a source to the atmosphere. Compared tothe estimates using a simpler soil decomposition algorithm in TEM, the new model estimated that the arctic terrestrial ecosystems stored 12Pg less carbon over the 20th century, i.e., 19 and 30 Pg C less under the RCP 8.5 and RCP 2.6 scenarios, respectively, during the 21st century. When soilcarbon within depths of 30, 100, and 300cm was considered as initial carbon in the 21st century simulations, the region was estimated to accumulate 65.4,88.6, and 109.8 Pg C, respectively, under the RCP 8.5 scenario. Incontrast, under the RCP 2.6 scenario, the region lost 0.7, 2.2, and 3Pg C,respectively, to the atmosphere. We postulate that the future regional carbon budget evaluation largely depends on whether or not adequate microbial activities are represented in earth system models and on the sizes of soil carbon considered in model simulations.},
doi = {10.5194/bg-15-5621-2018},
journal = {Biogeosciences (Online)},
number = 18,
volume = 15,
place = {United States},
year = {Thu Sep 20 00:00:00 EDT 2018},
month = {Thu Sep 20 00:00:00 EDT 2018}
}
Web of Science
Works referenced in this record:
The evidence for shrub expansion in Northern Alaska and the Pan-Arctic
journal, April 2006
- Tape, Ken; Sturm, Matthew; Racine, Charles
- Global Change Biology, Vol. 12, Issue 4
Carbon cycling in extratropical terrestrial ecosystems of the Northern Hemisphere during the 20th century: a modeling analysis of the influences of soil thermal dynamics
journal, December 2011
- Zhuang, Q.; McGuire, A. D.; Melillo, J. M.
- Tellus B: Chemical and Physical Meteorology, Vol. 55, Issue 3
Patterns of substrate utilization during long-term incubations at different temperatures
journal, November 2008
- Steinweg, J. Megan; Plante, Alain F.; Conant, Richard T.
- Soil Biology and Biochemistry, Vol. 40, Issue 11
Incorporating microbial dormancy dynamics into soil decomposition models to improve quantification of soil carbon dynamics of northern temperate forests
journal, December 2015
- He, Yujie; Yang, Jinyan; Zhuang, Qianlai
- Journal of Geophysical Research: Biogeosciences, Vol. 120, Issue 12
Equilibrium Responses of Soil Carbon to Climate Change: Empirical and Process-Based Estimates
journal, July 1995
- McGuire, A. David; Melillo, Jerry M.; Kicklighter, David W.
- Journal of Biogeography, Vol. 22, Issue 4/5
Polar amplification of climate change in coupled models
journal, September 2003
- Holland, M. M.; Bitz, C. M.
- Climate Dynamics, Vol. 21, Issue 3-4
Nitrogen transfer between decomposing leaves of different N status
journal, July 2007
- Schimel, Joshua P.; Hättenschwiler, Stephan
- Soil Biology and Biochemistry, Vol. 39, Issue 7
Large-scale variations in the vegetation growing season and annual cycle of atmospheric CO 2 at high northern latitudes from 1950 to 2011
journal, August 2013
- Barichivich, Jonathan; Briffa, Keith R.; Myneni, Ranga B.
- Global Change Biology, Vol. 19, Issue 10
Microbial responses to multi-factor climate change: effects on soil enzymes
journal, January 2013
- Steinweg, J. Megan; Dukes, Jeffrey S.; Paul, Eldor A.
- Frontiers in Microbiology, Vol. 4
Optimal use of the SCE-UA global optimization method for calibrating watershed models
journal, June 1994
- Duan, Qingyun; Sorooshian, Soroosh; Gupta, Vijai K.
- Journal of Hydrology, Vol. 158, Issue 3-4
Resource Limitation of Bacterial Production Distorts the Temperature Dependence of Oceanic Carbon Cycling
journal, April 2007
- López-Urrutia, Ángel; Morán, Xosé Anxelu G.
- Ecology, Vol. 88, Issue 4
Quantifying microbial ecophysiological effects on the carbon fluxes of forest ecosystems over the conterminous United States
journal, August 2015
- Hao, Guangcun; Zhuang, Qianlai; Zhu, Qing
- Climatic Change, Vol. 133, Issue 4
Annual and interannual CO2 exchanges of the terrestrial biosphere: process-based simulations and uncertainties
journal, June 2000
- Knorr, Wolfgang
- Global Ecology and Biogeography, Vol. 9, Issue 3
Modeling soil thermal and carbon dynamics of a fire chronosequence in interior Alaska
journal, December 2002
- Zhuang, Q.; McGuire, A. D.; O'Neill, K. P.
- Journal of Geophysical Research, Vol. 108, Issue D1
The high-latitude terrestrial carbon sink: a model analysis
journal, February 2000
- White, A.; Cannell, M. G. R.; Friend, A. D.
- Global Change Biology, Vol. 6, Issue 2
The global carbon dioxide flux in soil respiration and its relationship to vegetation and climate
journal, April 1992
- Raich, J. W.; Schlesinger, W. H.
- Tellus B, Vol. 44, Issue 2
Active microorganisms in soil: Critical review of estimation criteria and approaches
journal, December 2013
- Blagodatskaya, Evgenia; Kuzyakov, Yakov
- Soil Biology and Biochemistry, Vol. 67
The Arctic on the fast track of change
journal, March 2006
- Serreze, Mark C.; Francis, Jennifer A.
- Weather, Vol. 61, Issue 3
Response of global soil consumption of atmospheric methane to changes in atmospheric climate and nitrogen deposition: GLOBAL SOIL CONSUMPTION OF METHANE
journal, August 2013
- Zhuang, Qianlai; Chen, Min; Xu, Kai
- Global Biogeochemical Cycles, Vol. 27, Issue 3
An assessment of the carbon balance of Arctic tundra: comparisons among observations, process models, and atmospheric inversions
journal, January 2012
- McGuire, A. D.; Christensen, T. R.; Hayes, D.
- Biogeosciences, Vol. 9, Issue 8
Incorporation of a permafrost model into a large-scale ecosystem model: Evaluation of temporal and spatial scaling issues in simulating soil thermal dynamics
journal, December 2001
- Zhuang, Q.; Romanovsky, V. E.; McGuire, A. D.
- Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D24
A general model of forest ecosystem processes for regional applications I. Hydrologic balance, canopy gas exchange and primary production processes
journal, August 1988
- Running, Steven W.; Coughlan, Joseph C.
- Ecological Modelling, Vol. 42, Issue 2
Ecosystem carbon storage in arctic tundra reduced by long-term nutrient fertilization
journal, September 2004
- Mack, Michelle C.; Schuur, Edward A. G.; Bret-Harte, M. Syndonia
- Nature, Vol. 431, Issue 7007
Resistance, resilience, and redundancy in microbial communities
journal, August 2008
- Allison, S. D.; Martiny, J. B. H.
- Proceedings of the National Academy of Sciences, Vol. 105, Issue Supplement 1
Soil warming and organic carbon content
journal, December 2000
- Davidson, Eric A.; Trumbore, Susan E.; Amundson, Ronald
- Nature, Vol. 408, Issue 6814
Persistence of soil organic matter as an ecosystem property
journal, October 2011
- Schmidt, Michael W. I.; Torn, Margaret S.; Abiven, Samuel
- Nature, Vol. 478, Issue 7367
An assessment of the carbon balance of arctic tundra: comparisons among observations, process models, and atmospheric inversions
journal, January 2012
- McGuire, A. D.; Christensen, T. R.; Hayes, D.
- Biogeosciences Discussions, Vol. 9, Issue 4
Equifinality in parameterization of process-based biogeochemistry models: A significant uncertainty source to the estimation of regional carbon dynamics: EQUIFINALITY IN REGIONAL CARBON DYNAMICS
journal, October 2008
- Tang, Jinyun; Zhuang, Qianlai
- Journal of Geophysical Research: Biogeosciences, Vol. 113, Issue G4
A framework for representing microbial decomposition in coupled climate models
journal, August 2011
- Todd-Brown, Katherine E. O.; Hopkins, Francesca M.; Kivlin, Stephanie N.
- Biogeochemistry, Vol. 109, Issue 1-3
The Impact of Boreal Forest Fire on Climate Warming
journal, November 2006
- Randerson, J. T.; Liu, H.; Flanner, M. G.
- Science, Vol. 314, Issue 5802
Adaptation of enzymes to temperature: searching for basic “strategies”
journal, November 2004
- Somero, George N.
- Comparative Biochemistry and Physiology Part B: Biochemistry and Molecular Biology, Vol. 139, Issue 3
Increasing shrub abundance in the Arctic
journal, May 2001
- Sturm, Matthew; Racine, Charles; Tape, Kenneth
- Nature, Vol. 411, Issue 6837
Global soil carbon projections are improved by modelling microbial processes
journal, July 2013
- Wieder, William R.; Bonan, Gordon B.; Allison, Steven D.
- Nature Climate Change, Vol. 3, Issue 10
Temperature sensitivity of soil carbon decomposition and feedbacks to climate change
journal, March 2006
- Davidson, Eric A.; Janssens, Ivan A.
- Nature, Vol. 440, Issue 7081
Enhanced terrestrial carbon uptake in the Northern High Latitudes in the 21st century from the Coupled Carbon Cycle Climate Model Intercomparison Project model projections
journal, February 2010
- Qian, Haifeng; Joseph, Renu; Zeng, Ning
- Global Change Biology, Vol. 16, Issue 2
The role of fire in the boreal carbon budget
journal, December 2000
- Harden, J. W.; Trumbore, S. E.; Stocks, B. J.
- Global Change Biology, Vol. 6, Issue S1
Global temperature change
journal, September 2006
- Hansen, J.; Sato, M.; Ruedy, R.
- Proceedings of the National Academy of Sciences, Vol. 103, Issue 39
Relationships between soil respiration and soil moisture
journal, May 2008
- Cook, Freeman J.; Orchard, Valerie A.
- Soil Biology and Biochemistry, Vol. 40, Issue 5
Accelerated microbial turnover but constant growth efficiency with warming in soil
journal, September 2014
- Hagerty, Shannon B.; van Groenigen, Kees Jan; Allison, Steven D.
- Nature Climate Change, Vol. 4, Issue 10
Ecological Histories from Alaskan tree Lines Provide Insight into Future Change
journal, July 2005
- Lloyd, Andrea H.
- Ecology, Vol. 86, Issue 7
A General Model for Soil Organic Matter Dynamics: Sensitivity to Litter Chemistry, Texture and Management
book, September 1994
- Parton, William J.; Ojima, Dennis S.; Cole, C. Vernon
- Quantitative Modeling of Soil Forming Processes
The effect of post-fire stand age on the boreal forest energy balance
journal, November 2006
- Amiro, B. D.; Orchansky, A. L.; Barr, A. G.
- Agricultural and Forest Meteorology, Vol. 140, Issue 1-4
Natural Abundance of 15N in Nitrogen-Limited Forests and Tundra Can Estimate Nitrogen Cycling Through Mycorrhizal Fungi: A Review
journal, May 2008
- Hobbie, E. A.; Hobbie, J. E.
- Ecosystems, Vol. 11, Issue 5
Balancing the Global Carbon Budget
journal, May 2007
- Houghton, R. A.
- Annual Review of Earth and Planetary Sciences, Vol. 35, Issue 1
The Michaelis-Menten kinetics of soil extracellular enzymes in response to temperature: a cross-latitudinal study
journal, January 2012
- German, Donovan P.; Marcelo, Kathleen R. B.; Stone, Madeleine M.
- Global Change Biology, Vol. 18, Issue 4
Stand-level effects of soil burn severity on postfire regeneration in a recently burned black spruce forest
journal, September 2005
- Johnstone, Jill F.; Kasischke, Eric S.
- Canadian Journal of Forest Research, Vol. 35, Issue 9
Causes of variation in soil carbon simulations from CMIP5 Earth system models and comparison with observations
journal, January 2013
- Todd-Brown, K. E. O.; Randerson, J. T.; Post, W. M.
- Biogeosciences, Vol. 10, Issue 3
Sensitivity of the carbon cycle in the Arctic to climate change
journal, November 2009
- McGuire, A. David; Anderson, Leif G.; Christensen, Torben R.
- Ecological Monographs, Vol. 79, Issue 4
A summary of the PRUDENCE model projections of changes in European climate by the end of this century
journal, March 2007
- Christensen, Jens Hesselbjerg; Christensen, Ole Bøssing
- Climatic Change, Vol. 81, Issue S1
Contribution of permafrost soils to the global carbon budget
journal, February 2013
- Schaphoff, Sibyll; Heyder, Ursula; Ostberg, Sebastian
- Environmental Research Letters, Vol. 8, Issue 1
The implications of exoenzyme activity on microbial carbon and nitrogen limitation in soil: a theoretical model
journal, April 2003
- Schimel, J.
- Soil Biology and Biochemistry, Vol. 35, Issue 4
Climate-induced boreal forest change: Predictions versus current observations
journal, April 2007
- Soja, Amber J.; Tchebakova, Nadezda M.; French, Nancy H. F.
- Global and Planetary Change, Vol. 56, Issue 3-4
Microbial seed banks: the ecological and evolutionary implications of dormancy
journal, January 2011
- Lennon, Jay T.; Jones, Stuart E.
- Nature Reviews Microbiology, Vol. 9, Issue 2
Microbial control over carbon cycling in soil
journal, January 2012
- Schimel, Joshua P.; Schaeffer, Sean M.
- Frontiers in Microbiology, Vol. 3
Global climate change and terrestrial net primary production
journal, May 1993
- Melillo, Jerry M.; McGuire, A. David; Kicklighter, David W.
- Nature, Vol. 363, Issue 6426
Rapid Changes in the Range Limits of Scots Pine 4000 Years Ago
journal, February 1991
- Gear, A. J.; Huntley, B.
- Science, Vol. 251, Issue 4993
The impacts of recent permafrost thaw on land–atmosphere greenhouse gas exchange
journal, April 2014
- Hayes, Daniel J.; Kicklighter, David W.; McGuire, A. David
- Environmental Research Letters, Vol. 9, Issue 4
Soil-carbon response to warming dependent on microbial physiology
journal, April 2010
- Allison, Steven D.; Wallenstein, Matthew D.; Bradford, Mark A.
- Nature Geoscience, Vol. 3, Issue 5
A biogeochemistry‐based dynamic vegetation model and its application along a moisture gradient in the continental United States
journal, February 2002
- Pan, Yude; McGuire, A. David; Melillo, Jerry M.
- Journal of Vegetation Science, Vol. 13, Issue 3
Ecosystem responses to recent climate change and fire disturbance at northern high latitudes: observations and model results contrasting northern Eurasia and North America
journal, October 2007
- Goetz, S. J.; Mack, M. C.; Gurney, K. R.
- Environmental Research Letters, Vol. 2, Issue 4
Temperature adaptation of cytosolic malate dehydrogenases of limpets (genus Lottia): differences in stability and function due to minor changes in sequence correlate with biogeographic and vertical distributions
journal, December 2008
- Dong, Y.; Somero, G. N.
- Journal of Experimental Biology, Vol. 212, Issue 2
Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset: UPDATED HIGH-RESOLUTION GRIDS OF MONTHLY CLIMATIC OBSERVATIONS
journal, May 2013
- Harris, I.; Jones, P. D.; Osborn, T. J.
- International Journal of Climatology, Vol. 34, Issue 3
Fire as the dominant driver of central Canadian boreal forest carbon balance
journal, November 2007
- Bond-Lamberty, Ben; Peckham, Scott D.; Ahl, Douglas E.
- Nature, Vol. 450, Issue 7166
Parameterization improvements and functional and structural advances in Version 4 of the Community Land Model
journal, January 2011
- Lawrence, David M.; Oleson, Keith W.; Flanner, Mark G.
- Journal of Advances in Modeling Earth Systems, Vol. 3, Issue 3
Temperature sensitivity of soil enzyme kinetics under N ‐fertilization in two temperate forests
journal, October 2011
- Stone, Madeleine M.; Weiss, Marissa S.; Goodale, Christine L.
- Global Change Biology, Vol. 18, Issue 3
Acclimation of ecosystem CO2 exchange in the Alaskan Arctic in response to decadal climate warming
journal, August 2000
- Oechel, Walter C.; Vourlitis, George L.; Hastings, Steven J.
- Nature, Vol. 406, Issue 6799
Time Lags and Novel Ecosystems in Response to Transient Climatic Change in Arctic Alaska
journal, April 1997
- Chapin III, F. Stuart; Starfield, Anthony M.
- Climatic Change, Vol. 35, Issue 4, p. 449-461
Temperature-associated increases in the global soil respiration record
journal, March 2010
- Bond-Lamberty, Ben; Thomson, Allison
- Nature, Vol. 464, Issue 7288
Soil organic carbon pools in the northern circumpolar permafrost region: SOIL ORGANIC CARBON POOLS
journal, June 2009
- Tarnocai, C.; Canadell, J. G.; Schuur, E. A. G.
- Global Biogeochemical Cycles, Vol. 23, Issue 2
Carbon dynamics of terrestrial ecosystems on the Tibetan Plateau during the 20th century: an analysis with a process-based biogeochemical model: Carbon dynamics on the Tibetan Plateau
journal, June 2010
- Zhuang, Q.; He, J.; Lu, Y.
- Global Ecology and Biogeography
Remote sensing of vegetation and land-cover change in Arctic Tundra Ecosystems
journal, February 2004
- Stow, Douglas A.; Hope, Allen; McGuire, David
- Remote Sensing of Environment, Vol. 89, Issue 3
Influence of changes in wetland inundation extent on net fluxes of carbon dioxide and methane in northern high latitudes from 1993 to 2004
journal, September 2015
- Zhuang, Qianlai; Zhu, Xudong; He, Yujie
- Environmental Research Letters, Vol. 10, Issue 9
The Vertical Distribution of soil Organic Carbon and its Relation to Climate and Vegetation
journal, April 2000
- Jobbágy, Esteban G.; Jackson, Robert B.
- Ecological Applications, Vol. 10, Issue 2
Separating root and soil microbial contributions to soil respiration: A review of methods and observations
journal, January 2000
- Hanson, P. J.; Edwards, N. T.; Garten, C. T.
- Biogeochemistry, Vol. 48, Issue 1, p. 115-146
15 N IN SYMBIOTIC FUNGI AND PLANTS ESTIMATES NITROGEN AND CARBON FLUX RATES IN ARCTIC TUNDRA
journal, April 2006
- Hobbie, John E.; Hobbie, Erik A.
- Ecology, Vol. 87, Issue 4
Recent changes in the fire regime across the North American boreal region—Spatial and temporal patterns of burning across Canada and Alaska
journal, January 2006
- Kasischke, Eric S.; Turetsky, Merritt R.
- Geophysical Research Letters, Vol. 33, Issue 9
Interactions between carbon and nitrogen dynamics in estimating net primary productivity for potential vegetation in North America
journal, June 1992
- McGuire, A. D.; Melillo, J. M.; Joyce, L. A.
- Global Biogeochemical Cycles, Vol. 6, Issue 2
Terrestrial ecosystem production: A process model based on global satellite and surface data
journal, December 1993
- Potter, Christopher S.; Randerson, James T.; Field, Christopher B.
- Global Biogeochemical Cycles, Vol. 7, Issue 4
Vulnerability of Permafrost Carbon to Climate Change: Implications for the Global Carbon Cycle
journal, September 2008
- Schuur, Edward A. G.; Bockheim, James; Canadell, Josep G.
- BioScience, Vol. 58, Issue 8
Carbon cycling in extratropical terrestrial ecosystems of the Northern Hemisphere during the 20th century: a modeling analysis of the influences of soil thermal dynamics
journal, July 2003
- Zhuang, Q.; McGUIRE, A. D.; Melillo, J. M.
- Tellus B, Vol. 55, Issue 3
Contribution of permafrost soils to the global carbon budget
other, January 2013
- Schaphoff, Sibyll; Heyder, Ursula; Ostberg, Sebastian
- Bristol : IOP Publishing
The global carbon dioxide flux in soil respiration and its relationship to vegetation and climate
journal, January 1992
- Raich, J. W.; Schlesinger, W. H.
- Tellus B: Chemical and Physical Meteorology, Vol. 44, Issue 2
Persistence of soil organic matter as an ecosystem property
text, January 2011
- Schmidt, M. W. I.; Torn, M. S.; Abiven, S.
- Nature Publishing Group
Soil warming and organic carbon content
journal, December 2000
- Davidson, Eric A.; Trumbore, Susan E.; Amundson, Ronald
- Nature, Vol. 408, Issue 6814
Ecosystem carbon storage in arctic tundra reduced by long-term nutrient fertilization
journal, September 2004
- Mack, Michelle C.; Schuur, Edward A. G.; Bret-Harte, M. Syndonia
- Nature, Vol. 431, Issue 7007
The role of fire in the boreal carbon budget
journal, December 2000
- Harden, J. W.; Trumbore, S. E.; Stocks, B. J.
- Global Change Biology, Vol. 6, Issue S1
The Impact of Boreal Forest Fire on Climate Warming
journal, November 2006
- Randerson, J. T.; Liu, H.; Flanner, M. G.
- Science, Vol. 314, Issue 5802
Rapid Changes in the Range Limits of Scots Pine 4000 Years Ago
journal, February 1991
- Gear, A. J.; Huntley, B.
- Science, Vol. 251, Issue 4993