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Title: Tundra Underlain By Thawing Permafrost Persistently Emits Carbon to the Atmosphere Over 15 Years of Measurements

Abstract

Warming of the Arctic can stimulate microbial decomposition and release of permafrost soil carbon (C) as greenhouse gases, and thus has the potential to influence climate change. At the same time, plant growth can be stimulated and offset C release. This study presents a 15-year time series comprising chamber and eddy covariance measurements of net ecosystem C exchange in a tundra ecosystem in Alaska where permafrost has been degrading due to regional warming. The site was a carbon dioxide source to the atmosphere with a cumulative total loss of 781.6 g C m-2 over the study period. Both gross primary productivity (GPP) and ecosystem respiration (Reco) were already likely higher than historical levels such that increases in Reco losses overwhelmed GPP gains in most years. This shift to a net C source to the atmosphere likely started in the early 1990s when permafrost was observed to warm and thaw at the site. Shifts in the plant community occur more slowly and are likely to constrain future GPP increases as compared to more rapid shifts in the microbial community that contribute to increased Reco. Observed rates suggest that cumulative net soil C loss of 4.18–10.00 kg C m-2—8%–20% of the currentmore » active layer soil C pool—could occur from 2020 to the end of the century. This amount of permafrost C loss to the atmosphere represents a significant accelerating feedback to climate change if it were to occur at a similar magnitude across the permafrost region.« less

Authors:
ORCiD logo [1];  [2]; ORCiD logo [1];  [3]; ORCiD logo [1];  [1]; ORCiD logo [4]; ORCiD logo [1]; ORCiD logo [5]; ORCiD logo [1]; ORCiD logo [6]; ORCiD logo [1]; ORCiD logo [7]; ORCiD logo [8];  [2]; ORCiD logo [3]
  1. Northern Arizona Univ., Flagstaff, AZ (United States). Dept. of Biological Sciences. Center for Ecosystem Science and Society
  2. Univ. of Florida, Gainesville, FL (United States). School of Forest, Fisheries, and Geomatics Sciences
  3. Univ. of Florida, Gainesville, FL (United States). School of Natural Resources and Environment
  4. Northern Arizona Univ., Flagstaff, AZ (United States). Dept. of Biological Sciences. Center for Ecosystem Science and Society; University of Texas, El Paso, TX (United States)
  5. Northern Arizona Univ., Flagstaff, AZ (United States). Dept. of Biological Sciences. Center for Ecosystem Science and Society; Universidad Rey Juan Carlos, Móstoles (Spain). Escuela Superior de Ciencias Experimentales y Tecnología. Física y Química Inorgánic. Departamento de Biología y Geología; Instituto de Ciencias Agrarias Consejo Superior de Investigaciones Científicas, Madrid (Spain)
  6. Univ. of Alaska, Fairbanks, AK (United States)
  7. Denali National Park and Preserve, Denali Park, AK (United States)
  8. Northern Arizona Univ., Flagstaff, AZ (United States). Dept. of Biological Sciences. Center for Ecosystem Science and Society; Yale Univ., New Haven, CT (United States)
Publication Date:
Research Org.:
Univ. of Florida, Gainesville, FL (United States); Northern Arizona Univ., Flagstaff, AZ (United States)
Sponsoring Org.:
USDOE Office of Science (SC); National Science Foundation (NSF)
OSTI Identifier:
1850977
Grant/Contract Number:  
SC0006982; SC0014085; SC0020227; 1754839
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Geophysical Research. Biogeosciences
Additional Journal Information:
Journal Volume: 126; Journal Issue: 6; Journal ID: ISSN 2169-8953
Publisher:
American Geophysical Union
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; 58 GEOSCIENCES; Environmental Sciences & Ecology; Geology

Citation Formats

Schuur, Edward A. G., Bracho, Rosvel, Celis, Gerardo, Belshe, E. Fay, Ebert, Chris, Ledman, Justin, Mauritz, Marguerite, Pegoraro, Elaine F., Plaza, César, Rodenhizer, Heidi, Romanovsky, Vladimir, Schädel, Christina, Schirokauer, David, Taylor, Meghan, Vogel, Jason G., and Webb, Elizabeth E. Tundra Underlain By Thawing Permafrost Persistently Emits Carbon to the Atmosphere Over 15 Years of Measurements. United States: N. p., 2021. Web. doi:10.1029/2020jg006044.
Schuur, Edward A. G., Bracho, Rosvel, Celis, Gerardo, Belshe, E. Fay, Ebert, Chris, Ledman, Justin, Mauritz, Marguerite, Pegoraro, Elaine F., Plaza, César, Rodenhizer, Heidi, Romanovsky, Vladimir, Schädel, Christina, Schirokauer, David, Taylor, Meghan, Vogel, Jason G., & Webb, Elizabeth E. Tundra Underlain By Thawing Permafrost Persistently Emits Carbon to the Atmosphere Over 15 Years of Measurements. United States. https://doi.org/10.1029/2020jg006044
Schuur, Edward A. G., Bracho, Rosvel, Celis, Gerardo, Belshe, E. Fay, Ebert, Chris, Ledman, Justin, Mauritz, Marguerite, Pegoraro, Elaine F., Plaza, César, Rodenhizer, Heidi, Romanovsky, Vladimir, Schädel, Christina, Schirokauer, David, Taylor, Meghan, Vogel, Jason G., and Webb, Elizabeth E. Tue . "Tundra Underlain By Thawing Permafrost Persistently Emits Carbon to the Atmosphere Over 15 Years of Measurements". United States. https://doi.org/10.1029/2020jg006044. https://www.osti.gov/servlets/purl/1850977.
@article{osti_1850977,
title = {Tundra Underlain By Thawing Permafrost Persistently Emits Carbon to the Atmosphere Over 15 Years of Measurements},
author = {Schuur, Edward A. G. and Bracho, Rosvel and Celis, Gerardo and Belshe, E. Fay and Ebert, Chris and Ledman, Justin and Mauritz, Marguerite and Pegoraro, Elaine F. and Plaza, César and Rodenhizer, Heidi and Romanovsky, Vladimir and Schädel, Christina and Schirokauer, David and Taylor, Meghan and Vogel, Jason G. and Webb, Elizabeth E.},
abstractNote = {Warming of the Arctic can stimulate microbial decomposition and release of permafrost soil carbon (C) as greenhouse gases, and thus has the potential to influence climate change. At the same time, plant growth can be stimulated and offset C release. This study presents a 15-year time series comprising chamber and eddy covariance measurements of net ecosystem C exchange in a tundra ecosystem in Alaska where permafrost has been degrading due to regional warming. The site was a carbon dioxide source to the atmosphere with a cumulative total loss of 781.6 g C m-2 over the study period. Both gross primary productivity (GPP) and ecosystem respiration (Reco) were already likely higher than historical levels such that increases in Reco losses overwhelmed GPP gains in most years. This shift to a net C source to the atmosphere likely started in the early 1990s when permafrost was observed to warm and thaw at the site. Shifts in the plant community occur more slowly and are likely to constrain future GPP increases as compared to more rapid shifts in the microbial community that contribute to increased Reco. Observed rates suggest that cumulative net soil C loss of 4.18–10.00 kg C m-2—8%–20% of the current active layer soil C pool—could occur from 2020 to the end of the century. This amount of permafrost C loss to the atmosphere represents a significant accelerating feedback to climate change if it were to occur at a similar magnitude across the permafrost region.},
doi = {10.1029/2020jg006044},
journal = {Journal of Geophysical Research. Biogeosciences},
number = 6,
volume = 126,
place = {United States},
year = {Tue Mar 30 00:00:00 EDT 2021},
month = {Tue Mar 30 00:00:00 EDT 2021}
}

Works referenced in this record:

Temperature sensitivity of organic matter decomposition of permafrost-region soils during laboratory incubations
journal, June 2016


Report from the International Permafrost Association: state of permafrost in the first decade of the 21st century
journal, January 2008

  • Brown, Jerry; Romanovsky, Vladimir E.
  • Permafrost and Periglacial Processes, Vol. 19, Issue 2
  • DOI: 10.1002/ppp.618

Responses of Arctic Tundra to Experimental and Observed Changes in Climate
journal, April 1995

  • Chapin, F. Stuart; Shaver, Gaius R.; Giblin, Anne E.
  • Ecology, Vol. 76, Issue 3
  • DOI: 10.2307/1939337

Uncertainty analysis of CO2 flux components in subtropical evergreen coniferous plantation
journal, December 2008

  • Liu, Min; He, HongLin; Yu, GuiRui
  • Science in China Series D: Earth Sciences, Vol. 52, Issue 2
  • DOI: 10.1007/s11430-009-0010-6

Temperature measurement with a sonic anemometer and its application to heat and moisture fluxes
journal, May 1983

  • Schotanus, P.; Nieuwstadt, F. T. M.; De Bruin, H. A. R.
  • Boundary-Layer Meteorology, Vol. 26, Issue 1
  • DOI: 10.1007/BF00164332

Response of NDVI, biomass, and ecosystem gas exchange to long-term warming and fertilization in wet sedge tundra
journal, March 2003


Dependence of the evolution of carbon dynamics in the northern permafrost region on the trajectory of climate change
journal, March 2018

  • McGuire, A. David; Lawrence, David M.; Koven, Charles
  • Proceedings of the National Academy of Sciences, Vol. 115, Issue 15
  • DOI: 10.1073/pnas.1719903115

Northern Hemisphere permafrost map based on TTOP modelling for 2000–2016 at 1 km2 scale
journal, June 2019


Millennial-scale carbon accumulation and molecular transformation in a permafrost core from Interior Alaska
journal, May 2019


Response of CO 2 exchange in a tussock tundra ecosystem to permafrost thaw and thermokarst development
journal, January 2009

  • Vogel, Jason; Schuur, Edward A. G.; Trucco, Christian
  • Journal of Geophysical Research, Vol. 114, Issue G4
  • DOI: 10.1029/2008JG000901

Correction of flux measurements for density effects due to heat and water vapour transfer
journal, January 1980

  • Webb, E. K.; Pearman, G. I.; Leuning, R.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 106, Issue 447, p. 85-100
  • DOI: 10.1002/qj.49710644707

CLIMATE CHANGE: Permafrost and the Global Carbon Budget
journal, June 2006


Ecological controls on net ecosystem productivity of a mesic arctic tundra under current and future climates
journal, January 2011

  • Grant, R. F.; Humphreys, E. R.; Lafleur, P. M.
  • Journal of Geophysical Research, Vol. 116, Issue G1
  • DOI: 10.1029/2010JG001555

An assessment of the carbon balance of Arctic tundra: comparisons among observations, process models, and atmospheric inversions
journal, January 2012


Holocene Carbon Stocks and Carbon Accumulation Rates Altered in Soils Undergoing Permafrost Thaw
journal, November 2011

  • Hicks Pries, Caitlin E.; Schuur, Edward A. G.; Crummer, K. Grace
  • Ecosystems, Vol. 15, Issue 1
  • DOI: 10.1007/s10021-011-9500-4

Increased wintertime CO 2 loss as a result of sustained tundra warming : Tundra Wintertime CO
journal, February 2016

  • Webb, Elizabeth E.; Schuur, Edward A. G.; Natali, Susan M.
  • Journal of Geophysical Research: Biogeosciences, Vol. 121, Issue 2
  • DOI: 10.1002/2014JG002795

The fate of carbon in a mature forest under carbon dioxide enrichment
journal, April 2020


The effect of permafrost thaw on old carbon release and net carbon exchange from tundra
journal, May 2009

  • Schuur, Edward A. G.; Vogel, Jason G.; Crummer, Kathryn G.
  • Nature, Vol. 459, Issue 7246
  • DOI: 10.1038/nature08031

Methane Efflux Measured by Eddy Covariance in Alaskan Upland Tundra Undergoing Permafrost Degradation
journal, September 2018

  • Taylor, M. A.; Celis, G.; Ledman, J. D.
  • Journal of Geophysical Research: Biogeosciences, Vol. 123, Issue 9
  • DOI: 10.1029/2018JG004444

Permafrost is warming at a global scale
journal, January 2019

  • Biskaborn, Boris K.; Smith, Sharon L.; Noetzli, Jeannette
  • Nature Communications, Vol. 10, Issue 1
  • DOI: 10.1038/s41467-018-08240-4

Shifts of tundra bacterial and archaeal communities along a permafrost thaw gradient in Alaska
journal, December 2014

  • Deng, Jie; Gu, Yunfu; Zhang, Jin
  • Molecular Ecology, Vol. 24, Issue 1
  • DOI: 10.1111/mec.13015

Changing seasonality of panarctic tundra vegetation in relationship to climatic variables
journal, May 2017

  • Bhatt, Uma S.; Walker, Donald A.; Raynolds, Martha K.
  • Environmental Research Letters, Vol. 12, Issue 5
  • DOI: 10.1088/1748-9326/aa6b0b

Estimated stocks of circumpolar permafrost carbon with quantified uncertainty ranges and identified data gaps
journal, January 2014


Increased atmospheric vapor pressure deficit reduces global vegetation growth
journal, August 2019


Carbon loss from an unprecedented Arctic tundra wildfire
journal, July 2011

  • Mack, Michelle C.; Bret-Harte, M. Syndonia; Hollingsworth, Teresa N.
  • Nature, Vol. 475, Issue 7357
  • DOI: 10.1038/nature10283

Carbon turnover in Alaskan tundra soils: effects of organic matter quality, temperature, moisture and fertilizer
journal, May 2006


The vegetation greenness trend in Canada and US Alaska from 1984–2012 Landsat data
journal, April 2016


Plant Species Composition and Productivity following Permafrost Thaw and Thermokarst in Alaskan Tundra
journal, March 2007


Nonlinear CO 2 flux response to 7 years of experimentally induced permafrost thaw
journal, March 2017

  • Mauritz, Marguerite; Bracho, Rosvel; Celis, Gerardo
  • Global Change Biology, Vol. 23, Issue 9
  • DOI: 10.1111/gcb.13661

An Analytical Footprint Model For Non-Neutral Stratification
journal, May 2001


Microbial functional diversity covaries with permafrost thaw-induced environmental heterogeneity in tundra soil
journal, September 2017

  • Yuan, Mengting M.; Zhang, Jin; Xue, Kai
  • Global Change Biology, Vol. 24, Issue 1
  • DOI: 10.1111/gcb.13820

Reconciling Carbon-cycle Concepts, Terminology, and Methods
journal, November 2006


The Nature of Nutrient Limitation in Plant Communities
journal, January 1986

  • Chapin, F. Stuart; Vitousek, Peter M.; Van Cleve, Keith
  • The American Naturalist, Vol. 127, Issue 1
  • DOI: 10.1086/284466

Arctic browning: extreme events and trends reversing arctic greening
journal, April 2016

  • Phoenix, Gareth K.; Bjerke, Jarle W.
  • Global Change Biology, Vol. 22, Issue 9
  • DOI: 10.1111/gcb.13261

Seven-year trends of CO 2 exchange in a tundra ecosystem affected by long-term permafrost thaw : CARBON EXCHANGE IN THAWING TUNDRA
journal, June 2012

  • Trucco, Christian; Schuur, Edward A. G.; Natali, Susan M.
  • Journal of Geophysical Research: Biogeosciences, Vol. 117, Issue G2
  • DOI: 10.1029/2011JG001907

Amplified Arctic climate change: What does surface albedo feedback have to do with it?
journal, January 2006


A Large Committed Long-Term Sink of Carbon due to Vegetation Dynamics
journal, October 2018

  • Pugh, T. A. M.; Jones, C. D.; Huntingford, C.
  • Earth's Future, Vol. 6, Issue 10
  • DOI: 10.1029/2018EF000935

Deep Yedoma permafrost: A synthesis of depositional characteristics and carbon vulnerability
journal, September 2017


Increased plant productivity in Alaskan tundra as a result of experimental warming of soil and permafrost: Increased plant productivity in Alaskan tundra
journal, November 2011


Changes in forest productivity across Alaska consistent with biome shift: Changes in forest productivity across Alaska
journal, February 2011


Dynamics of Soil Carbon During Deglaciation of the Laurentide Ice Sheet
journal, December 1992


Changes in fire regime break the legacy lock on successional trajectories in Alaskan boreal forest
journal, April 2010


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
  • DOI: 10.1641/B580807

Tundra soil carbon is vulnerable to rapid microbial decomposition under climate warming
journal, February 2016

  • Xue, Kai; M. Yuan, Mengting; J. Shi, Zhou
  • Nature Climate Change, Vol. 6, Issue 6
  • DOI: 10.1038/nclimate2940

Addressing the influence of instrument surface heat exchange on the measurements of CO 2 flux from open-path gas analyzers
journal, August 2008


Carbon dioxide sources from Alaska driven by increasing early winter respiration from Arctic tundra
journal, May 2017

  • Commane, Róisín; Lindaas, Jakob; Benmergui, Joshua
  • Proceedings of the National Academy of Sciences, Vol. 114, Issue 21
  • DOI: 10.1073/pnas.1618567114

High risk of permafrost thaw
journal, November 2011

  • Schuur, Edward A. G.; Abbott, Benjamin
  • Nature, Vol. 480, Issue 7375
  • DOI: 10.1038/480032a

Climate change and the permafrost carbon feedback
journal, April 2015

  • Schuur, E. A. G.; McGuire, A. D.; Schädel, C.
  • Nature, Vol. 520, Issue 7546
  • DOI: 10.1038/nature14338

Longer growing seasons do not increase net carbon uptake in the northeastern Siberian tundra
journal, January 2011

  • Parmentier, F. J. W.; van der Molen, M. K.; van Huissteden, J.
  • Journal of Geophysical Research, Vol. 116, Issue G4
  • DOI: 10.1029/2011JG001653

Annual patterns and budget of CO 2 flux in an Arctic tussock tundra ecosystem
journal, March 2014

  • Oechel, Walter C.; Laskowski, Cheryl A.; Burba, George
  • Journal of Geophysical Research: Biogeosciences, Vol. 119, Issue 3
  • DOI: 10.1002/2013JG002431

Tundra landform and vegetation productivity trend maps for the Arctic Coastal Plain of northern Alaska
journal, April 2018

  • Lara, Mark J.; Nitze, Ingmar; Grosse, Guido
  • Scientific Data, Vol. 5, Issue 1
  • DOI: 10.1038/sdata.2018.58

Large amounts of labile organic carbon in permafrost soils of northern Alaska
journal, March 2015

  • Mueller, Carsten W.; Rethemeyer, Janet; Kao-Kniffin, Jenny
  • Global Change Biology, Vol. 21, Issue 7
  • DOI: 10.1111/gcb.12876

Experimental Warming Alters Productivity and Isotopic Signatures of Tundra Mosses
journal, May 2015


Tundra ecosystems observed to be CO 2 sources due to differential amplification of the carbon cycle
journal, August 2013

  • Belshe, E. F.; Schuur, E. A. G.; Bolker, B. M.
  • Ecology Letters, Vol. 16, Issue 10
  • DOI: 10.1111/ele.12164

Physical and ecological changes associated with warming permafrost and thermokarst in Interior Alaska
journal, July 2009

  • Osterkamp, T. E.; Jorgenson, M. T.; Schuur, E. A. G.
  • Permafrost and Periglacial Processes, Vol. 20, Issue 3
  • DOI: 10.1002/ppp.656

Future Arctic climate changes: Adaptation and mitigation time scales
journal, February 2014

  • Overland, James E.; Wang, Muyin; Walsh, John E.
  • Earth's Future, Vol. 2, Issue 2
  • DOI: 10.1002/2013EF000162

Arctic amplification dominated by temperature feedbacks in contemporary climate models
journal, February 2014

  • Pithan, Felix; Mauritsen, Thorsten
  • Nature Geoscience, Vol. 7, Issue 3
  • DOI: 10.1038/ngeo2071

RCP 8.5—A scenario of comparatively high greenhouse gas emissions
journal, August 2011


Nitrogen availability increases in a tundra ecosystem during five years of experimental permafrost thaw
journal, February 2016

  • Salmon, Verity G.; Soucy, Patrick; Mauritz, Marguerite
  • Global Change Biology, Vol. 22, Issue 5
  • DOI: 10.1111/gcb.13204

Large CO 2 and CH 4 emissions from polygonal tundra during spring thaw in northern Alaska : Spring Pulse Emission
journal, January 2017

  • Raz-Yaseef, Naama; Torn, Margaret S.; Wu, Yuxin
  • Geophysical Research Letters, Vol. 44, Issue 1
  • DOI: 10.1002/2016GL071220

Global Warming and Terrestrial Ecosystems: A Conceptual Framework for Analysis
journal, January 2000


Permafrost thaw and soil moisture driving CO 2 and CH 4 release from upland tundra
journal, March 2015

  • Natali, Susan M.; Schuur, Edward A. G.; Mauritz, Marguerite
  • Journal of Geophysical Research: Biogeosciences, Vol. 120, Issue 3
  • DOI: 10.1002/2014JG002872

Moisture drives surface decomposition in thawing tundra: DECOMPOSITION IN THAWING TUNDRA
journal, July 2013

  • Hicks Pries, Caitlin E.; Schuur, E. A. G.; Vogel, Jason G.
  • Journal of Geophysical Research: Biogeosciences, Vol. 118, Issue 3
  • DOI: 10.1002/jgrg.20089

Expert assessment of vulnerability of permafrost carbon to climate change
journal, March 2013


Derivation and analysis of a high-resolution estimate of global permafrost zonation
journal, January 2012


The Exceptionally Warm Winter of 2015/16 in Alaska
journal, March 2017

  • Walsh, John E.; Bieniek, Peter A.; Brettschneider, Brian
  • Journal of Climate, Vol. 30, Issue 6
  • DOI: 10.1175/JCLI-D-16-0473.1

Evaluation of the Flow Distortion around the Campbell Scientific CSAT3 Sonic Anemometer Relative to Incident Wind Direction
journal, March 2009

  • Friebel, Harry C.; Herrington, Thomas O.; Benilov, Alexander Y.
  • Journal of Atmospheric and Oceanic Technology, Vol. 26, Issue 3
  • DOI: 10.1175/2008JTECHO550.1

Variability in exchange of CO2 across 12 northern peatland and tundra sites: EXCHANGE OF CO2 IN WETLANDS
journal, December 2009


Below-ground plant traits influence tundra plant acquisition of newly thawed permafrost nitrogen
journal, September 2018

  • Hewitt, Rebecca E.; Taylor, D. Lee; Genet, Hélène
  • Journal of Ecology, Vol. 107, Issue 2
  • DOI: 10.1111/1365-2745.13062

Temperature sensitivity of soil carbon decomposition and feedbacks to climate change
journal, March 2006


Further statistics on the distribution of permafrost and ground ice in the Northern Hemisphere 1
journal, April 2000


A simplified, data-constrained approach to estimate the permafrost carbon–climate feedback
journal, November 2015

  • Koven, C. D.; Schuur, E. A. G.; Schädel, C.
  • Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 373, Issue 2054
  • DOI: 10.1098/rsta.2014.0423

Incorporating spatial heterogeneity created by permafrost thaw into a landscape carbon estimate: SPATIAL VARIATION IN CARBON EXCHANGE
journal, March 2012

  • Belshe, E. F.; Schuur, E. A. G.; Bolker, B. M.
  • Journal of Geophysical Research: Biogeosciences, Vol. 117, Issue G1
  • DOI: 10.1029/2011JG001836

Large loss of CO2 in winter observed across the northern permafrost region
journal, October 2019

  • Natali, Susan M.; Watts, Jennifer D.; Rogers, Brendan M.
  • Nature Climate Change, Vol. 9, Issue 11
  • DOI: 10.1038/s41558-019-0592-8

Differential response of carbon fluxes to climate in three peatland ecosystems that vary in the presence and stability of permafrost: Carbon fluxes and permafrost thaw
journal, August 2014

  • Euskirchen, E. S.; Edgar, C. W.; Turetsky, M. R.
  • Journal of Geophysical Research: Biogeosciences, Vol. 119, Issue 8
  • DOI: 10.1002/2014JG002683

Understanding the drivers of extensive plant damage in boreal and Arctic ecosystems: Insights from field surveys in the aftermath of damage
journal, December 2017


CO 2 and CH 4 exchanges between land ecosystems and the atmosphere in northern high latitudes over the 21st century
journal, January 2006

  • Zhuang, Qianlai; Melillo, Jerry M.; Sarofim, Marcus C.
  • Geophysical Research Letters, Vol. 33, Issue 17
  • DOI: 10.1029/2006GL026972

Upscaling terrestrial carbon dioxide fluxes in Alaska with satellite remote sensing and support vector regression: UPSCALING CO
journal, July 2013

  • Ueyama, Masahito; Ichii, Kazuhito; Iwata, Hiroki
  • Journal of Geophysical Research: Biogeosciences, Vol. 118, Issue 3
  • DOI: 10.1002/jgrg.20095

Circumpolar assessment of permafrost C quality and its vulnerability over time using long-term incubation data
journal, October 2013

  • Schädel, Christina; Schuur, Edward A. G.; Bracho, Rosvel
  • Global Change Biology, Vol. 20, Issue 2
  • DOI: 10.1111/gcb.12417

Gap filling strategies for defensible annual sums of net ecosystem exchange
journal, March 2001


Evidence for warming and thawing of discontinuous permafrost in Alaska
journal, January 1999


Uncertainty in eddy covariance measurements and its application to physiological models
journal, July 2005


A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky–Golay filter
journal, June 2004

  • Chen, Jin; Jönsson, Per.; Tamura, Masayuki
  • Remote Sensing of Environment, Vol. 91, Issue 3-4
  • DOI: 10.1016/j.rse.2004.03.014

Unbiased Recursive Partitioning: A Conditional Inference Framework
journal, September 2006

  • Hothorn, Torsten; Hornik, Kurt; Zeileis, Achim
  • Journal of Computational and Graphical Statistics, Vol. 15, Issue 3
  • DOI: 10.1198/106186006X133933

Analysis of Permafrost Thermal Dynamics and Response to Climate Change in the CMIP5 Earth System Models
journal, March 2013


Coupling processes and exchange of energy and reactive and non-reactive trace gases at a forest site – results of the EGER experiment
journal, January 2012

  • Foken, T.; Meixner, F. X.; Falge, E.
  • Atmospheric Chemistry and Physics, Vol. 12, Issue 4
  • DOI: 10.5194/acp-12-1923-2012

Variability in the sensitivity among model simulations of permafrost and carbon dynamics in the permafrost region between 1960 and 2009: MODELING PERMAFROST CARBON DYNAMICS
journal, July 2016

  • McGuire, A. David; Koven, Charles; Lawrence, David M.
  • Global Biogeochemical Cycles, Vol. 30, Issue 7
  • DOI: 10.1002/2016GB005405

Long-Term Release of Carbon Dioxide from Arctic Tundra Ecosystems in Alaska
journal, November 2016


Climatic thresholds shape northern high-latitude fire regimes and imply vulnerability to future climate change
journal, June 2016

  • Young, Adam M.; Higuera, Philip E.; Duffy, Paul A.
  • Ecography, Vol. 40, Issue 5
  • DOI: 10.1111/ecog.02205

Eight Mile Lake Research Watershed: hourly meteorological data, 2004-2020
dataset, January 2021