Reducing Model Uncertainty of Climate Change Impacts on High Latitude Carbon Assimilation
Abstract
The Arctic Boreal Region (ABR) has a large impact on global vegetation-atmosphere interactions and is experiencing markedly greater warming than the rest of the planet, a trend that is projected to continue with anticipated future emissions of CO2. The ABR is a significant source of uncertainty in estimates of carbon uptake in terrestrial biosphere models (TBMs) such that reducing this uncertainty is critical for more accurately estimating global carbon cycling and understanding the response of the region to global change. Process representation and parameterization associated with gross primary productivity (GPP) drives a large amount of this model uncertainty, particularly within the next 50 years, where the response of existing vegetation to climate change will dominate estimates of GPP for the region. Furthermore, we review our current understanding and model representation of GPP in northern latitudes, focusing on vegetation composition, phenology and physiology, and consider how climate change alters these three components. We highlight challenges in the ABR for predicting GPP, but also focus on the unique opportunities for advancing knowledge and model representation, particularly through the combination of remote sensing and traditional boots-on-the-ground science.
- Authors:
-
[1];
[1];
[2]
- Brookhaven National Lab. (BNL), Upton, NY (United States)
- Brookhaven National Lab. (BNL), Upton, NY (United States); Univ. of Western Ontario, London, ON (Canada); Duke Univ., Durham, NC (United States)
- Publication Date:
- Research Org.:
- Brookhaven National Lab. (BNL), Upton, NY (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1828308
- Alternate Identifier(s):
- OSTI ID: 1829521
- Report Number(s):
- BNL-222318-2021-JAAM
Journal ID: ISSN 1354-1013
- Grant/Contract Number:
- SC0012704
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Global Change Biology
- Additional Journal Information:
- Journal Volume: 28; Journal Issue: 4; Journal ID: ISSN 1354-1013
- Publisher:
- Wiley
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; arctic; boreal; taiga; tundra; forest; photosynthesis; remote sensing; GPP
Citation Formats
Rogers, Alistair, Serbin, Shawn P., and Way, Danielle A.. Reducing Model Uncertainty of Climate Change Impacts on High Latitude Carbon Assimilation. United States: N. p., 2021.
Web. doi:10.1111/gcb.15958.
Rogers, Alistair, Serbin, Shawn P., & Way, Danielle A.. Reducing Model Uncertainty of Climate Change Impacts on High Latitude Carbon Assimilation. United States. https://doi.org/10.1111/gcb.15958
Rogers, Alistair, Serbin, Shawn P., and Way, Danielle A.. Sun .
"Reducing Model Uncertainty of Climate Change Impacts on High Latitude Carbon Assimilation". United States. https://doi.org/10.1111/gcb.15958. https://www.osti.gov/servlets/purl/1828308.
@article{osti_1828308,
title = {Reducing Model Uncertainty of Climate Change Impacts on High Latitude Carbon Assimilation},
author = {Rogers, Alistair and Serbin, Shawn P. and Way, Danielle A.},
abstractNote = {The Arctic Boreal Region (ABR) has a large impact on global vegetation-atmosphere interactions and is experiencing markedly greater warming than the rest of the planet, a trend that is projected to continue with anticipated future emissions of CO2. The ABR is a significant source of uncertainty in estimates of carbon uptake in terrestrial biosphere models (TBMs) such that reducing this uncertainty is critical for more accurately estimating global carbon cycling and understanding the response of the region to global change. Process representation and parameterization associated with gross primary productivity (GPP) drives a large amount of this model uncertainty, particularly within the next 50 years, where the response of existing vegetation to climate change will dominate estimates of GPP for the region. Furthermore, we review our current understanding and model representation of GPP in northern latitudes, focusing on vegetation composition, phenology and physiology, and consider how climate change alters these three components. We highlight challenges in the ABR for predicting GPP, but also focus on the unique opportunities for advancing knowledge and model representation, particularly through the combination of remote sensing and traditional boots-on-the-ground science.},
doi = {10.1111/gcb.15958},
journal = {Global Change Biology},
number = 4,
volume = 28,
place = {United States},
year = {2021},
month = {10}
}
Free Publicly Available Full Text
Publisher's Version of Record
Other availability
Search WorldCat to find libraries that may hold this journal
Save to My Library
You must Sign In or Create an Account in order to save documents to your library.
Works referenced in this record:
Tundra photosynthesis captured by satellite‐observed solar‐induced chlorophyll fluorescence
journal, February 2017
- Luus, K. A.; Commane, R.; Parazoo, N. C.
- Geophysical Research Letters, Vol. 44, Issue 3
Attaining whole-ecosystem warming using air and deep-soil heating methods with an elevated CO 2 atmosphere
journal, January 2017
- Hanson, Paul J.; Riggs, Jeffery S.; Nettles, W. Robert
- Biogeosciences, Vol. 14, Issue 4
Spring photosynthetic recovery of boreal Norway spruce under conditions of elevated [CO2] and air temperature
journal, October 2013
- Wallin, G.; Hall, M.; Slaney, M.
- Tree Physiology, Vol. 33, Issue 11
The Structure, Distribution, and Biomass of the World's Forests
journal, November 2013
- Pan, Yude; Birdsey, Richard A.; Phillips, Oliver L.
- Annual Review of Ecology, Evolution, and Systematics, Vol. 44, Issue 1
Triggers of tree mortality under drought
journal, June 2018
- Choat, Brendan; Brodribb, Timothy J.; Brodersen, Craig R.
- Nature, Vol. 558, Issue 7711
Remote sensing of photosynthetic-light-use efficiency of boreal forest
journal, March 2000
- Nichol, Caroline J.; Huemmrich, Karl F.; Black, T. Andrew
- Agricultural and Forest Meteorology, Vol. 101, Issue 2-3
Acclimation and adaptation components of the temperature dependence of plant photosynthesis at the global scale
journal, February 2019
- Kumarathunge, Dushan P.; Medlyn, Belinda E.; Drake, John E.
- New Phytologist, Vol. 222, Issue 2
Using satellite data to improve the leaf phenology of a global terrestrial biosphere model
journal, January 2015
- MacBean, N.; Maignan, F.; Peylin, P.
- Biogeosciences, Vol. 12, Issue 23
Ecosystem carbon dioxide fluxes after disturbance in forests of North America
journal, January 2010
- Amiro, B. D.; Barr, A. G.; Barr, J. G.
- Journal of Geophysical Research, Vol. 115
Vegetation monitoring using multispectral sensors — best practices and lessons learned from high latitudes
journal, March 2019
- Assmann, Jakob J.; Kerby, Jeffrey T.; Cunliffe, Andrew M.
- Journal of Unmanned Vehicle Systems, Vol. 7, Issue 1
Influence of spring and autumn phenological transitions on forest ecosystem productivity
journal, October 2010
- Richardson, Andrew D.; Andy Black, T.; Ciais, Philippe
- Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 365, Issue 1555
Remote sensing in BOREAS: Lessons learned
journal, January 2004
- Gamon, J. A.; Huemmrich, K. F.; Peddle, D. R.
- Remote Sensing of Environment, Vol. 89, Issue 2
Phenological responses of temperate and boreal trees to warming depend on ambient spring temperatures, leaf habit, and geographic range
journal, April 2020
- Montgomery, Rebecca A.; Rice, Karen E.; Stefanski, Artur
- Proceedings of the National Academy of Sciences, Vol. 117, Issue 19
Systemic effects of rising atmospheric vapor pressure deficit on plant physiology and productivity
journal, March 2021
- López, José; Way, Danielle A.; Sadok, Walid
- Global Change Biology, Vol. 27, Issue 9
Global photosynthetic capacity is optimized to the environment
journal, January 2019
- Smith, Nicholas G.; Keenan, Trevor F.; Colin Prentice, I.
- Ecology Letters, Vol. 22, Issue 3
Contrasting acclimation abilities of two dominant boreal conifers to elevated CO 2 and temperature: CO 2 and warming effects on spruce and pine
journal, March 2018
- Kurepin, Leonid V.; Stangl, Zsofia R.; Ivanov, Alexander G.
- Plant, Cell & Environment, Vol. 41, Issue 6
Plant functional types and climate at the global scale
journal, June 1996
- Box, Elgene O.
- Journal of Vegetation Science, Vol. 7, Issue 3
Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate
journal, July 2010
- Beer, C.; Reichstein, M.; Tomelleri, E.
- Science, Vol. 329, Issue 5993
Trends in Satellite-Observed Circumpolar Photosynthetic Activity from 1982 to 2003: The Influence of Seasonality, Cover Type, and Vegetation Density
journal, May 2006
- Bunn, Andrew G.; Goetz, Scott J.
- Earth Interactions, Vol. 10, Issue 12
Recent changes in phenology over the northern high latitudes detected from multi-satellite data
journal, January 2011
- Zeng, Heqing; Jia, Gensuo; Epstein, Howard
- Environmental Research Letters, Vol. 6, Issue 4
Analyses of Time Series InSAR Signatures for Land Cover Classification: Case Studies over Dense Forestry Areas with L-Band SAR Images
journal, June 2019
- Yun, Hye-Won; Kim, Jung-Rack; Choi, Yun-Soo
- Sensors, Vol. 19, Issue 12
Forest disturbances under climate change
journal, May 2017
- Seidl, Rupert; Thom, Dominik; Kautz, Markus
- Nature Climate Change, Vol. 7, Issue 6
Observed earlier start of the growing season from middle to high latitudes across the Northern Hemisphere snow-covered landmass for the period 2001–2014
journal, March 2020
- Chen, Xiaona; Yang, Yaping
- Environmental Research Letters, Vol. 15, Issue 3
Climate sensitivity of shrub growth across the tundra biome
journal, July 2015
- Myers-Smith, Isla H.; Elmendorf, Sarah C.; Beck, Pieter S. A.
- Nature Climate Change, Vol. 5, Issue 9
A vertically discretised canopy description for ORCHIDEE (SVN r2290) and the modifications to the energy, water and carbon fluxes
journal, January 2015
- Naudts, K.; Ryder, J.; McGrath, M. J.
- Geoscientific Model Development, Vol. 8, Issue 7
Divergent species‐specific impacts of whole ecosystem warming and elevated CO 2 on vegetation water relations in an ombrotrophic peatland
journal, February 2021
- Warren, Jeffrey M.; Jensen, Anna M.; Ward, Eric J.
- Global Change Biology, Vol. 27, Issue 9
Remote sensing quantifies widespread abundance of permafrost region disturbances across the Arctic and Subarctic
journal, December 2018
- Nitze, I.; Grosse, G.; Jones, B. M.
- Nature Communications, Vol. 9, Issue 1
Understanding the synergies of deep learning and data fusion of multispectral and panchromatic high resolution commercial satellite imagery for automated ice-wedge polygon detection
journal, December 2020
- Witharana, Chandi; Bhuiyan, Md Abul Ehsan; Liljedahl, Anna K.
- ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 170
Gaps in knowledge and data driving uncertainty in models of photosynthesis
journal, May 2013
- Dietze, Michael C.
- Photosynthesis Research, Vol. 119, Issue 1-2
Solar-induced chlorophyll fluorescence that correlates with canopy photosynthesis on diurnal and seasonal scales in a temperate deciduous forest: Fluorescence and photosynthesis
journal, April 2015
- Yang, Xi; Tang, Jianwu; Mustard, John F.
- Geophysical Research Letters, Vol. 42, Issue 8
Reconciling the optimal and empirical approaches to modelling stomatal conductance: RECONCILING OPTIMAL AND EMPIRICAL STOMATAL MODELS
journal, January 2011
- Medlyn, Belinda E.; Duursma, Remko A.; Eamus, Derek
- Global Change Biology, Vol. 17, Issue 6
Dynamic non‐photochemical quenching in plants: from molecular mechanism to productivity
journal, December 2019
- Murchie, Erik H.; Ruban, Alexander V.
- The Plant Journal, Vol. 101, Issue 4
Climate change vulnerability and adaptation in the managed Canadian boreal forest
journal, September 2014
- Gauthier, Sylvie; Bernier, Pierre; Burton, Philip J.
- Environmental Reviews, Vol. 22, Issue 3
Permafrost Terrain Dynamics and Infrastructure Impacts Revealed by UAV Photogrammetry and Thermal Imaging
journal, November 2018
- van der Sluijs, Jurjen; Kokelj, Steven; Fraser, Robert
- Remote Sensing, Vol. 10, Issue 11
Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery
journal, September 2018
- Zhang, Weixing; Witharana, Chandi; Liljedahl, Anna
- Remote Sensing, Vol. 10, Issue 9
Pan-Arctic ice-wedge degradation in warming permafrost and its influence on tundra hydrology
journal, March 2016
- Liljedahl, Anna K.; Boike, Julia; Daanen, Ronald P.
- Nature Geoscience, Vol. 9, Issue 4
No growth stimulation of Canada’s boreal forest under half-century of combined warming and CO 2 fertilization
journal, December 2016
- Girardin, Martin P.; Bouriaud, Olivier; Hogg, Edward H.
- Proceedings of the National Academy of Sciences, Vol. 113, Issue 52
Observing terrestrial ecosystems and the carbon cycle from space
journal, February 2015
- Schimel, David; Pavlick, Ryan; Fisher, Joshua B.
- Global Change Biology, Vol. 21, Issue 5
Vegetation demographics in Earth System Models: A review of progress and priorities
journal, October 2017
- Fisher, Rosie A.; Koven, Charles D.; Anderegg, William R. L.
- Global Change Biology, Vol. 24, Issue 1
Arctic Tundra Vegetation Functional Types Based on Photosynthetic Physiology and Optical Properties
journal, April 2013
- Huemmrich, Karl Fred; Gamon, John A.; Tweedie, Craig E.
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 6, Issue 2
Short term changes in moisture content drive strong changes in Normalized Difference Vegetation Index and gross primary productivity in four Arctic moss communities
journal, June 2018
- May, Jeremy L.; Parker, Thomas; Unger, Steven
- Remote Sensing of Environment, Vol. 212
Plant functional trait change across a warming tundra biome
journal, September 2018
- Bjorkman, Anne D.; Myers-Smith, Isla H.; Elmendorf, Sarah C.
- Nature, Vol. 562, Issue 7725
The photochemical reflectance index (PRI) and the remote sensing of leaf, canopy and ecosystem radiation use efficienciesA review and meta-analysis
journal, February 2011
- Garbulsky, Martín F.; Peñuelas, Josep; Gamon, John
- Remote Sensing of Environment, Vol. 115, Issue 2
NASA Goddard’s LiDAR, Hyperspectral and Thermal (G-LiHT) Airborne Imager
journal, August 2013
- Cook, Bruce; Corp, Lawrence; Nelson, Ross
- Remote Sensing, Vol. 5, Issue 8
Early snowmelt significantly enhances boreal springtime carbon uptake
journal, October 2017
- Pulliainen, Jouni; Aurela, Mika; Laurila, Tuomas
- Proceedings of the National Academy of Sciences, Vol. 114, Issue 42
Taking stock of circumboreal forest carbon with ground measurements, airborne and spaceborne LiDAR
journal, October 2013
- Neigh, Christopher S. R.; Nelson, Ross F.; Ranson, K. Jon
- Remote Sensing of Environment, Vol. 137
Biomass estimation in a boreal forest from TanDEM-X data, lidar DTM, and the interferometric water cloud model
journal, July 2017
- Askne, Jan I. H.; Soja, Maciej J.; Ulander, Lars M. H.
- Remote Sensing of Environment, Vol. 196
Constraining estimates of terrestrial carbon uptake: new opportunities using long‐term satellite observations and data assimilation
journal, August 2019
- Smith, William K.; Fox, Andrew M.; MacBean, Natasha
- New Phytologist, Vol. 225, Issue 1
Differential responses to changes in growth temperature between trees from different functional groups and biomes: a review and synthesis of data
journal, April 2010
- Way, D. A.; Oren, R.
- Tree Physiology, Vol. 30, Issue 6
Abrupt increase in permafrost degradation in Arctic Alaska
journal, January 2006
- Jorgenson, M. Torre; Shur, Yuri L.; Pullman, Erik R.
- Geophysical Research Letters, Vol. 33, Issue 2
Seedlings of five boreal tree species differ in acclimation of net photosynthesis to elevated CO2 and temperature
journal, November 1998
- Tjoelker, M. G.; Oleksyn, J.; Reich, P. B.
- Tree Physiology, Vol. 18, Issue 11
An overview of ABoVE airborne campaign data acquisitions and science opportunities
journal, July 2019
- Miller, C. E.; Griffith, P. C.; Goetz, S. J.
- Environmental Research Letters, Vol. 14, Issue 8
Taking off the training wheels: the properties of a dynamic vegetation model without climate envelopes, CLM4.5(ED)
journal, January 2015
- Fisher, R. A.; Muszala, S.; Verteinstein, M.
- Geoscientific Model Development, Vol. 8, Issue 11
The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation
journal, July 2015
- Guanter, Luis; Kaufmann, Hermann; Segl, Karl
- Remote Sensing, Vol. 7, Issue 7
Current and near-term advances in Earth observation for ecological applications
journal, January 2021
- Ustin, Susan L.; Middleton, Elizabeth M.
- Ecological Processes, Vol. 10, Issue 1
Thermography to explore plant–environment interactions
journal, April 2013
- Costa, J. Miguel; Grant, Olga M.; Chaves, M. Manuela
- Journal of Experimental Botany, Vol. 64, Issue 13
Plot-scale evidence of tundra vegetation change and links to recent summer warming
journal, April 2012
- Elmendorf, Sarah C.; Henry, Gregory H. R.; Hollister, Robert D.
- Nature Climate Change, Vol. 2, Issue 6
Terrestrial biosphere models may overestimate Arctic CO 2 assimilation if they do not account for decreased quantum yield and convexity at low temperature
journal, March 2019
- Rogers, Alistair; Serbin, Shawn P.; Ely, Kim S.
- New Phytologist, Vol. 223, Issue 1
Priority effects will impede range shifts of temperate tree species into the boreal forest
journal, November 2019
- Solarik, Kevin A.; Cazelles, Kevin; Messier, Christian
- Journal of Ecology, Vol. 108, Issue 3
Optimal stomatal behaviour around the world
journal, March 2015
- Lin, Yan-Shih; Medlyn, Belinda E.; Duursma, Remko A.
- Nature Climate Change, Vol. 5, Issue 5
Using Long-Term SAR Backscatter Data to Monitor Post-Fire Vegetation Recovery in Tundra Environment
journal, September 2019
- Zhou, Zhiwei; Liu, Lin; Jiang, Liming
- Remote Sensing, Vol. 11, Issue 19
Landscape Heterogeneity of Shrub Expansion in Arctic Alaska
journal, April 2012
- Tape, Ken D.; Hallinger, Martin; Welker, Jeffrey M.
- Ecosystems, Vol. 15, Issue 5
The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty
journal, December 2019
- Lawrence, David M.; Fisher, Rosie A.; Koven, Charles D.
- Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 12
Climate change and the northern Russian treeline zone
journal, November 2007
- MacDonald, G. M.; Kremenetski, K. V.; Beilman, D. W.
- Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 363, Issue 1501
Anticipating the consequences of climate change for Canada’s boreal forest ecosystems
journal, December 2013
- Price, David T.; Alfaro, R. I.; Brown, K. J.
- Environmental Reviews, Vol. 21, Issue 4
Terrestrial biosphere models need better representation of vegetation phenology: results from the North American Carbon Program Site Synthesis
journal, November 2011
- Richardson, Andrew D.; Anderson, Ryan S.; Arain, M. Altaf
- Global Change Biology, Vol. 18, Issue 2
P HOTOSYNTHESIS OF O VERWINTERING E VERGREEN P LANTS
journal, June 2003
- Öquist, Gunnar; Huner, Norman P. A.
- Annual Review of Plant Biology, Vol. 54, Issue 1
Chlorophyll Fluorescence: A Probe of Photosynthesis In Vivo
journal, June 2008
- Baker, Neil R.
- Annual Review of Plant Biology, Vol. 59, Issue 1
Charge separation in the reaction center of photosystem II studied as a function of temperature
journal, April 1997
- Groot, M. -L.; van Mourik, F.; Eijckelhoff, C.
- Proceedings of the National Academy of Sciences, Vol. 94, Issue 9
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
- Natali, Susan M.; Schuur, Edward A. G.; Rubin, Rachel L.
- Journal of Ecology, Vol. 100, Issue 2
20 cm resolution mapping of tundra vegetation communities provides an ecological baseline for important research areas in a changing Arctic environment
journal, October 2019
- Greaves, Heather E.; Eitel, Jan U. H.; Vierling, Lee A.
- Environmental Research Communications, Vol. 1, Issue 10
Land surface Verification Toolkit (LVT) – a generalized framework for land surface model evaluation
journal, January 2012
- Kumar, S. V.; Peters-Lidard, C. D.; Santanello, J.
- Geoscientific Model Development, Vol. 5, Issue 3
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
Regional mapping of gross light-use efficiency using MODIS spectral indices
journal, June 2008
- Drolet, G. G.; Middleton, E. M.; Huemmrich, K. F.
- Remote Sensing of Environment, Vol. 112, Issue 6
Effects of climate warming on canopy water dynamics of a boreal black spruce plantation
journal, February 2011
- Van Herk, Ingrid G.; Gower, Stith T.; Bronson, Dustin R.
- Canadian Journal of Forest Research, Vol. 41, Issue 2
Foliar functional traits from imaging spectroscopy across biomes in eastern North America
journal, June 2020
- Wang, Zhihui; Chlus, Adam; Geygan, Ryan
- New Phytologist, Vol. 228, Issue 2
Monitoring start of season in Alaska with GLOBE, AVHRR, and MODIS data: MONITORING START OF SEASON IN ALASKA
journal, February 2008
- Robin, Jessica; Dubayah, Ralph; Sparrow, Elena
- Journal of Geophysical Research: Biogeosciences, Vol. 113, Issue G1
Physiological acclimation dampens initial effects of elevated temperature and atmospheric CO 2 concentration in mature boreal Norway spruce
journal, December 2017
- Lamba, Shubhangi; Hall, Marianne; Räntfors, Mats
- Plant, Cell & Environment, Vol. 41, Issue 2
Classification of boreal forest cover types using SAR images
journal, June 1997
- Saatchi, Sasan S.; Rignot, Eric
- Remote Sensing of Environment, Vol. 60, Issue 3
Responses of Tundra Plants to Experimental Warming:Meta-Analysis of the International Tundra Experiment
journal, November 1999
- Arft, A. M.; Walker, M. D.; Gurevitch, J.
- Ecological Monographs, Vol. 69, Issue 4
Temperature dependence of violaxanthin de-epoxidation and non-photochemical fluorescence quenching in intact leaves ofGossypium hirsutum L. andMalva parviflora L.
journal, January 1991
- Bilger, Wolfgang; Bj�rkman, Olle
- Planta, Vol. 184, Issue 2
A dynamic global vegetation model for studies of the coupled atmosphere-biosphere system: DVGM FOR COUPLED CLIMATE STUDIES
journal, February 2005
- Krinner, G.; Viovy, Nicolas; de Noblet-Ducoudré, Nathalie
- Global Biogeochemical Cycles, Vol. 19, Issue 1
Effects of fire on regional evapotranspiration in the central Canadian boreal forest
journal, May 2009
- Bond-Lamberty, Ben; Peckham, Scott D.; Gower, Stith T.
- Global Change Biology, Vol. 15, Issue 5
Remote sensing of solar-induced chlorophyll fluorescence: Review of methods and applications
journal, October 2009
- Meroni, M.; Rossini, M.; Guanter, L.
- Remote Sensing of Environment, Vol. 113, Issue 10
Estimation of crown and stem water content and biomass of boreal forest using polarimetric SAR imagery
journal, March 2000
- Saatchi, S. S.; Moghaddam, M.
- IEEE Transactions on Geoscience and Remote Sensing, Vol. 38, Issue 2
Remotely estimating photosynthetic capacity, and its response to temperature, in vegetation canopies using imaging spectroscopy
journal, September 2015
- Serbin, Shawn P.; Singh, Aditya; Desai, Ankur R.
- Remote Sensing of Environment, Vol. 167
Boreal forest health and global change
journal, August 2015
- Gauthier, S.; Bernier, P.; Kuuluvainen, T.
- Science, Vol. 349, Issue 6250
Satellite radar remote sensing of seasonal growing seasons for boreal and subalpine evergreen forests
journal, March 2004
- Kimball, John S.; McDonald, Kyle C.; Running, Steven W.
- Remote Sensing of Environment, Vol. 90, Issue 2
Natural disturbance impacts on ecosystem services and biodiversity in temperate and boreal forests: Disturbance impacts on biodiversity and services
journal, May 2015
- Thom, Dominik; Seidl, Rupert
- Biological Reviews, Vol. 91, Issue 3
Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions
journal, January 2018
- Serafimovich, Andrei; Metzger, Stefan; Hartmann, Jörg
- Atmospheric Chemistry and Physics, Vol. 18, Issue 13
Enhanced Seasonal Exchange of CO2 by Northern Ecosystems Since 1960
journal, August 2013
- Graven, H. D.; Keeling, R. F.; Piper, S. C.
- Science, Vol. 341, Issue 6150
Increased plant growth in the northern high latitudes from 1981 to 1991
journal, April 1997
- Myneni, R. B.; Keeling, C. D.; Tucker, C. J.
- Nature, Vol. 386, Issue 6626
Changes in vegetation in northern Alaska under scenarios of climate change, 2003–2100: implications for climate feedbacks
journal, June 2009
- Euskirchen, E. S.; McGuire, A. D.; Chapin, F. S.
- Ecological Applications, Vol. 19, Issue 4
Missing pieces to modeling the Arctic-Boreal puzzle
journal, February 2018
- Fisher, Joshua B.; Hayes, Daniel J.; Schwalm, Christopher R.
- Environmental Research Letters, Vol. 13, Issue 2
NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms
journal, May 2021
- Cawse-Nicholson, Kerry; Townsend, Philip A.; Schimel, David
- Remote Sensing of Environment, Vol. 257
Strong contribution of autumn phenology to changes in satellite-derived growing season length estimates across Europe (1982-2011)
journal, June 2014
- Garonna, Irene; de Jong, Rogier; de Wit, Allard J. W.
- Global Change Biology, Vol. 20, Issue 11
Thermal imaging in plant and ecosystem ecology: applications and challenges
journal, June 2019
- Still, Christopher; Powell, Rebecca; Aubrecht, Donald
- Ecosphere, Vol. 10, Issue 6
Global products of vegetation leaf area and fraction absorbed PAR from year one of MODIS data
journal, November 2002
- Myneni, R. B.; Hoffman, S.; Knyazikhin, Y.
- Remote Sensing of Environment, Vol. 83, Issue 1-2
Improving photosynthesis and crop productivity by accelerating recovery from photoprotection
journal, November 2016
- Kromdijk, Johannes; Głowacka, Katarzyna; Leonelli, Lauriebeth
- Science, Vol. 354, Issue 6314
Modeling the Terrestrial Biosphere
journal, October 2014
- Fisher, Joshua B.; Huntzinger, Deborah N.; Schwalm, Christopher R.
- Annual Review of Environment and Resources, Vol. 39, Issue 1
Assessing Vegetation Function with Imaging Spectroscopy
journal, February 2019
- Gamon, J. A.; Somers, B.; Malenovský, Z.
- Surveys in Geophysics, Vol. 40, Issue 3
Emerging opportunities and challenges in phenology: a review
journal, August 2016
- Tang, Jianwu; Körner, Christian; Muraoka, Hiroyuki
- Ecosphere, Vol. 7, Issue 8
Extensive land cover change across Arctic–Boreal Northwestern North America from disturbance and climate forcing
journal, September 2019
- Wang, Jonathan A.; Sulla‐Menashe, Damien; Woodcock, Curtis E.
- Global Change Biology, Vol. 26, Issue 2
Impacts of extreme winter warming events on litter decomposition in a sub-Arctic heathland
journal, April 2010
- Bokhorst, S.; Bjerke, J. W.; Melillo, J.
- Soil Biology and Biochemistry, Vol. 42, Issue 4
Plant carbon metabolism and climate change: elevated CO 2 and temperature impacts on photosynthesis, photorespiration and respiration
journal, July 2018
- Dusenge, Mirindi Eric; Duarte, André Galvao; Way, Danielle A.
- New Phytologist, Vol. 221, Issue 1
Permafrost thaw and wildfire: Equally important drivers of boreal tree cover changes in the Taiga Plains, Canada: DRIVERS OF BOREAL TREE COVER CHANGES
journal, February 2016
- Helbig, M.; Pappas, C.; Sonnentag, O.
- Geophysical Research Letters, Vol. 43, Issue 4
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks
journal, January 2019
- Langford, Zachary L.; Kumar, Jitendra; Hoffman, Forrest M.
- Remote Sensing, Vol. 11, Issue 1
Climate-induced changes in nutrient transformations across landscape units in a thermokarst subarctic peatland
journal, January 2018
- Morison, Matthew Q.; Macrae, Merrin L.; Petrone, Richard M.
- Arctic, Antarctic, and Alpine Research, Vol. 50, Issue 1
A remotely sensed pigment index reveals photosynthetic phenology in evergreen conifers
journal, November 2016
- Gamon, John A.; Huemmrich, K. Fred; Wong, Christopher Y. S.
- Proceedings of the National Academy of Sciences, Vol. 113, Issue 46
Divergent Arctic-Boreal Vegetation Changes between North America and Eurasia over the Past 30 Years
journal, May 2013
- Bi, Jian; Xu, Liang; Samanta, Arindam
- Remote Sensing, Vol. 5, Issue 5
Moisture availability mediates the relationship between terrestrial gross primary production and solar‐induced chlorophyll fluorescence: Insights from global‐scale variations
journal, October 2020
- Chen, Anping; Mao, Jiafu; Ricciuto, Daniel
- Global Change Biology, Vol. 27, Issue 6
Multiscale mapping of plant functional groups and plant traits in the High Arctic using field spectroscopy, UAV imagery and Sentinel-2A data
journal, April 2021
- Thomson, Eleanor R.; Spiegel, Marcus P.; Althuizen, Inge H. J.
- Environmental Research Letters, Vol. 16, Issue 5
Evolution of evapotranspiration models using thermal and shortwave remote sensing data
journal, February 2020
- Chen, Jing M.; Liu, Jane
- Remote Sensing of Environment, Vol. 237
Enhancing global change experiments through integration of remote‐sensing techniques
journal, April 2019
- Shiklomanov, Alexey N.; Bradley, Bethany A.; Dahlin, Kyla M.
- Frontiers in Ecology and the Environment, Vol. 17, Issue 4
Genet age in marginal populations of two clonal Carex species in the Siberian Arctic
journal, August 2000
- Jónsdóttir, Ingibjörg S.; Augner, Magnus; Fagerström, Torbjön
- Ecography, Vol. 23, Issue 4
Upscaling Northern Peatland CO2 Fluxes Using Satellite Remote Sensing Data
journal, February 2021
- Junttila, Sofia; Kelly, Julia; Kljun, Natascha
- Remote Sensing, Vol. 13, Issue 4
Cutting out the middleman: calibrating and validating a dynamic vegetation model (ED2-PROSPECT5) using remotely sensed surface reflectance
journal, January 2021
- Shiklomanov, Alexey N.; Dietze, Michael C.; Fer, Istem
- Geoscientific Model Development, Vol. 14, Issue 5
Shallow soils are warmer under trees and tall shrubs across Arctic and Boreal ecosystems
journal, December 2020
- Kropp, Heather; Loranty, Michael M.; Natali, Susan M.
- Environmental Research Letters, Vol. 16, Issue 1
Global assessment of nitrogen deposition effects on terrestrial plant diversity: a synthesis
journal, January 2010
- Bobbink, R.; Hicks, K.; Galloway, J.
- Ecological Applications, Vol. 20, Issue 1
The growing challenge of vegetation change
journal, May 2021
- Overpeck, Jonathan T.; Breshears, David D.
- Science, Vol. 372, Issue 6544
Improving the monitoring of deciduous broadleaf phenology using the Geostationary Operational Environmental Satellite (GOES) 16 and 17
journal, January 2021
- Wheeler, Kathryn I.; Dietze, Michael C.
- Biogeosciences, Vol. 18, Issue 6
Modeling spatially distributed ecosystem flux of boreal forest using hyperspectral indices from AVIRIS imagery
journal, December 2001
- Rahman, Abdullah F.; Gamon, John A.; Fuentes, David A.
- Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D24
Disentangling effects of an experimentally imposed extreme temperature event and naturally associated desiccation on Arctic tundra
journal, December 2006
- Marchand, F. L.; Verlinden, M.; Kockelbergh, F.
- Functional Ecology, Vol. 20, Issue 6
Combined effects of rising [CO 2 ] and temperature on boreal forests: growth, physiology and limitations
journal, June 2014
- Stinziano, Joseph R.; Way, Danielle A.
- Botany, Vol. 92, Issue 6
Seasonal change in understory reflectance of boreal forests and influence on canopy vegetation indices
journal, December 1997
- Miller, John R.; White, H. Peter; Chen, Jing M.
- Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D24
Increased light-use efficiency in northern terrestrial ecosystems indicated by CO 2 and greening observations : INCREASE IN NH LIGHT USE EFFICIENCY
journal, November 2016
- Thomas, Rebecca T.; Prentice, Iain Colin; Graven, Heather
- Geophysical Research Letters, Vol. 43, Issue 21
ECOSTRESS: NASA's Next Generation Mission to Measure Evapotranspiration From the International Space Station
journal, April 2020
- Fisher, Joshua B.; Lee, Brian; Purdy, Adam J.
- Water Resources Research, Vol. 56, Issue 4
Scale-dependency of Arctic ecosystem properties revealed by UAV
journal, August 2020
- Siewert, Matthias B.; Olofsson, Johan
- Environmental Research Letters, Vol. 15, Issue 9
Plant responses to rising vapor pressure deficit
journal, March 2020
- Grossiord, Charlotte; Buckley, Thomas N.; Cernusak, Lucas A.
- New Phytologist, Vol. 226, Issue 6
From the Arctic to the tropics: multibiome prediction of leaf mass per area using leaf reflectance
journal, September 2019
- Serbin, Shawn P.; Wu, Jin; Ely, Kim S.
- New Phytologist, Vol. 224, Issue 4
Relating NDVI to ecosystem CO2 exchange patterns in response to season length and soil warming manipulations in arctic Alaska
journal, July 2007
- La Puma, Inga P.; Philippi, Thomas E.; Oberbauer, Steven F.
- Remote Sensing of Environment, Vol. 109, Issue 2
UV-screening and springtime recovery of photosynthetic capacity in leaves of Vaccinium vitis-idaea above and below the snow pack
journal, January 2019
- Solanki, Twinkle; Aphalo, Pedro J.; Neimane, Santa
- Plant Physiology and Biochemistry, Vol. 134
The Effects of Remotely Sensed Plant Functional Type and Leaf Area Index on Simulations of Boreal Forest Surface Fluxes by the NCAR Land Surface Model
journal, October 2000
- Oleson, Keith W.; Bonan, Gordon B.
- Journal of Hydrometeorology, Vol. 1, Issue 5
Leaf traits and canopy structure together explain canopy functional diversity: an airborne remote sensing approach
journal, November 2020
- Kamoske, Aaron G.; Dahlin, Kyla M.; Serbin, Shawn P.
- Ecological Applications, Vol. 31, Issue 2
The hidden season: growing season is 50% longer below than above ground along an arctic elevation gradient
journal, September 2015
- Blume‐Werry, Gesche; Wilson, Scott D.; Kreyling, Juergen
- New Phytologist, Vol. 209, Issue 3
Effects of drought and meteorological forcing on carbon and water fluxes in Nordic forests during the dry summer of 2018
journal, September 2020
- Lindroth, Anders; Holst, Jutta; Linderson, Maj-Lena
- Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 375, Issue 1810
Satellite Remote Sensing of Terrestrial Net Primary Production for the Pan-Arctic Basin and Alaska
journal, July 2006
- Kimball, J. S.; Zhao, M.; McDonald, K. C.
- Mitigation and Adaptation Strategies for Global Change, Vol. 11, Issue 4
Mechanistic scaling of ecosystem function and dynamics in space and time: Ecosystem Demography model version 2
journal, January 2009
- Medvigy, D.; Wofsy, S. C.; Munger, J. W.
- Journal of Geophysical Research, Vol. 114, Issue G1
Vegetation productivity patterns at high northern latitudes: a multi-sensor satellite data assessment
journal, July 2014
- Guay, Kevin C.; Beck, Pieter S. A.; Berner, Logan T.
- Global Change Biology, Vol. 20, Issue 10
Publisher Correction: Tracking vegetation phenology across diverse biomes using Version 2.0 of the PhenoCam Dataset
journal, November 2019
- Seyednasrollah, Bijan; Young, Adam M.; Hufkens, Koen
- Scientific Data, Vol. 6, Issue 1
The Impact of Parametric Uncertainties on Biogeochemistry in the E3SM Land Model
journal, February 2018
- Ricciuto, Daniel; Sargsyan, Khachik; Thornton, Peter
- Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 2
Remote sensing imagery in vegetation mapping: a review
journal, March 2008
- Xie, Y.; Sha, Z.; Yu, M.
- Journal of Plant Ecology, Vol. 1, Issue 1
Beneficial effects of climate warming on boreal tree growth may be transitory
journal, August 2018
- D’Orangeville, Loïc; Houle, Daniel; Duchesne, Louis
- Nature Communications, Vol. 9, Issue 1
Remote sensing of solar-induced chlorophyll fluorescence (SIF) in vegetation: 50 years of progress
journal, September 2019
- Mohammed, Gina H.; Colombo, Roberto; Middleton, Elizabeth M.
- Remote Sensing of Environment, Vol. 231
Effects of climate warming on photosynthesis in boreal tree species depend on soil moisture
journal, October 2018
- Reich, Peter B.; Sendall, Kerrie M.; Stefanski, Artur
- Nature, Vol. 562, Issue 7726
Quantum yields for uptake of carbon dioxide in C3 vascular plants of contrasting habitats and taxonomic groupings
journal, February 1993
- Long, S. P.; Postl, W. F.; Bolh�r-Nordenkampf, H. R.
- Planta, Vol. 189, Issue 2
Imaging canopy temperature: shedding (thermal) light on ecosystem processes
journal, April 2021
- Still, Christopher J.; Rastogi, Bharat; Page, Gerald F. M.
- New Phytologist, Vol. 230, Issue 5
Recent trends and remaining challenges for optical remote sensing of Arctic tundra vegetation: A review and outlook
journal, September 2020
- Beamish, Alison; Raynolds, Martha K.; Epstein, Howard
- Remote Sensing of Environment, Vol. 246
A raster version of the Circumpolar Arctic Vegetation Map (CAVM)
journal, October 2019
- Raynolds, Martha K.; Walker, Donald A.; Balser, Andrew
- Remote Sensing of Environment, Vol. 232
Response to Fertilization by Various Plant Growth Forms in an Alaskan Tundra: Nutrient Accumulation and Growth
journal, June 1980
- Shaver, G. R.; Chapin, F. S.
- Ecology, Vol. 61, Issue 3
Tracking the phenology of photosynthesis using carotenoid‐sensitive and near‐infrared reflectance vegetation indices in a temperate evergreen and mixed deciduous forest
journal, March 2020
- Wong, Christopher Y. S.; D’Odorico, Petra; Arain, M. Altaf
- New Phytologist, Vol. 226, Issue 6
Using Imaging Spectroscopy to Study Ecosystem Processes and Properties
journal, January 2004
- Ustin, Susan L.; Roberts, Dar A.; Gamon, John A.
- BioScience, Vol. 54, Issue 6
Patchy field sampling biases understanding of climate change impacts across the Arctic
journal, July 2018
- Metcalfe, Daniel B.; Hermans, Thirze D. G.; Ahlstrand, Jenny
- Nature Ecology & Evolution, Vol. 2, Issue 9
Large stocks of peatland carbon and nitrogen are vulnerable to permafrost thaw
journal, August 2020
- Hugelius, Gustaf; Loisel, Julie; Chadburn, Sarah
- Proceedings of the National Academy of Sciences, Vol. 117, Issue 34
Effect of NOAA satellite orbital drift on AVHRR-derived phenological metrics
journal, October 2017
- Ji, Lei; Brown, Jesslyn F.
- International Journal of Applied Earth Observation and Geoinformation, Vol. 62
Phenology and its role in carbon dioxide exchange processes in northern peatlands
journal, July 2014
- Kross, Angela S. E.; Roulet, Nigel T.; Moore, Tim R.
- Journal of Geophysical Research: Biogeosciences, Vol. 119, Issue 7
Fire-induced changes in green-up and leaf maturity of the Canadian boreal forest
journal, September 2008
- Peckham, Scott D.; Ahl, Douglas E.; Serbin, Shawn P.
- Remote Sensing of Environment, Vol. 112, Issue 9
Extension of the growing season increases vegetation exposure to frost
journal, January 2018
- Liu, Qiang; Piao, Shilong; Janssens, Ivan A.
- Nature Communications, Vol. 9, Issue 1
Evaluation of global terrestrial evapotranspiration using state-of-the-art approaches in remote sensing, machine learning and land surface modeling
journal, January 2020
- Pan, Shufen; Pan, Naiqing; Tian, Hanqin
- Hydrology and Earth System Sciences, Vol. 24, Issue 3
Constraining modelled global vegetation dynamics and carbon turnover using multiple satellite observations
journal, December 2019
- Forkel, Matthias; Drüke, Markus; Thurner, Martin
- Scientific Reports, Vol. 9, Issue 1
Field and controlled environment measurements show strong seasonal acclimation in photosynthesis and respiration potential in boreal Scots pine
journal, December 2014
- Kolari, Pasi; Chan, Tommy; Porcar-Castell, Albert
- Frontiers in Plant Science, Vol. 5
Photochemical reflectance index (PRI) and remote sensing of plant CO2 uptake: Letters
journal, May 2011
- Peñuelas, Josep; Garbulsky, Martin F.; Filella, Iolanda
- New Phytologist, Vol. 191, Issue 3
Competition between plant functional types in the Canadian Terrestrial Ecosystem Model (CTEM) v. 2.0
journal, January 2016
- Melton, J. R.; Arora, V. K.
- Geoscientific Model Development, Vol. 9, Issue 1
Changes in growing season duration and productivity of northern vegetation inferred from long-term remote sensing data
journal, July 2016
- Park, Taejin; Ganguly, Sangram; Tømmervik, Hans
- Environmental Research Letters, Vol. 11, Issue 8
Open-top designs for manipulating field temperature in high-latitude ecosystems
journal, December 1997
- Marion, G. M.; Henry, G. H. R.; Freckman, D. W.
- Global Change Biology, Vol. 3, Issue S1
Climate change and permafrost thaw-induced boreal forest loss in northwestern Canada
journal, August 2018
- Carpino, Olivia A.; Berg, Aaron A.; Quinton, William L.
- Environmental Research Letters, Vol. 13, Issue 8
LiDAR remote sensing of forest structure
journal, March 2003
- Lim, Kevin; Treitz, Paul; Wulder, Michael
- Progress in Physical Geography: Earth and Environment, Vol. 27, Issue 1
A new estimate of tundra-biome phytomass from trans-Arctic field data and AVHRR NDVI
journal, September 2011
- Raynolds, Martha K.; Walker, Donald A.; Epstein, Howard E.
- Remote Sensing Letters, Vol. 3, Issue 5
The Earth in Living Color: Monitoring Our Planet from Above
journal, June 2021
- Schimel, David; Poulter, Benjamin
- Eos, Vol. 102
A roadmap for improving the representation of photosynthesis in Earth system models
journal, November 2016
- Rogers, Alistair; Medlyn, Belinda E.; Dukes, Jeffrey S.
- New Phytologist, Vol. 213, Issue 1
Two dominant boreal conifers use contrasting mechanisms to reactivate photosynthesis in the spring
journal, January 2020
- Yang, Qi; Blanco, Nicolás E.; Hermida-Carrera, Carmen
- Nature Communications, Vol. 11, Issue 1
Using remote sensing to assess peatland resilience by estimating soil surface moisture and drought recovery
journal, March 2021
- Lees, K. J.; Artz, R. R. E.; Chandler, D.
- Science of The Total Environment, Vol. 761
The DOE E3SM Coupled Model Version 1: Overview and Evaluation at Standard Resolution
journal, July 2019
- Golaz, Jean‐Christophe; Caldwell, Peter M.; Van Roekel, Luke P.
- Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 7
The Circumpolar Arctic vegetation map
journal, February 2005
- Walker, Donald A.; Raynolds, Martha K.; Daniëls, Fred J. A.
- Journal of Vegetation Science, Vol. 16, Issue 3
Lidar Remote Sensing for Ecosystem Studies
journal, January 2002
- Lefsky, Michael A.; Cohen, Warren B.; Parker, Geoffrey G.
- BioScience, Vol. 52, Issue 1
Investigations of BOREAS spatial data in support of regional ecosystem modeling
journal, November 1999
- Potter, Christopher S.; Coughlan, Joseph C.; Brooks, Vanessa
- Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D22
Growing season and spatial variations of carbon fluxes of Arctic and boreal ecosystems in Alaska (USA)
journal, December 2013
- Ueyama, Masahito; Iwata, Hiroki; Harazono, Yoshinobu
- Ecological Applications, Vol. 23, Issue 8
Using imaging spectroscopy to detect variation in terrestrial ecosystem productivity across a water-stressed landscape
journal, May 2018
- DuBois, Sean; Desai, Ankur R.; Singh, Aditya
- Ecological Applications, Vol. 28, Issue 5
Observations from old forests underestimate climate change effects on tree mortality
journal, April 2013
- Luo, Yong; Chen, Han Y. H.
- Nature Communications, Vol. 4, Issue 1
Climate change-associated tree mortality increases without decreasing water availability
journal, August 2015
- Luo, Yong; Chen, Han Y. H.
- Ecology Letters, Vol. 18, Issue 11
Complexity revealed in the greening of the Arctic
journal, January 2020
- Myers-Smith, Isla H.; Kerby, Jeffrey T.; Phoenix, Gareth K.
- Nature Climate Change, Vol. 10, Issue 2
Twenty-Five Year Record of Changes in Plant Cover on Tundra of Northeastern Alaska
journal, November 2015
- Jorgenson, Janet C.; Raynolds, Martha K.; Reynolds, Joel H.
- Arctic, Antarctic, and Alpine Research, Vol. 47, Issue 4
Remote sensing of photosynthetic-light-use efficiency of a Siberian boreal forest
journal, November 2002
- Nichol, Caroline J.; Lloyd, Jon; Shibistova, Olga
- Tellus B: Chemical and Physical Meteorology, Vol. 54, Issue 5
Improved representation of plant functional types and physiology in the
Joint UK Land Environment Simulator (JULES v4.2) using plant trait
information
journal, January 2016
- Harper, Anna B.; Cox, Peter M.; Friedlingstein, Pierre
- Geoscientific Model Development, Vol. 9, Issue 7
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
Dimensionality Reduction for Complex Models via Bayesian Compressive Sensing
journal, January 2014
- Sargsyan, Khachik; Safta, Cosmin; Najm, Habib N.
- International Journal for Uncertainty Quantification, Vol. 4, Issue 1
Contribution of chlorophyll fluorescence to the apparent vegetation reflectance
journal, October 2008
- Campbell, P. K. Entcheva; Middleton, E. M.; Corp, L. A.
- Science of The Total Environment, Vol. 404, Issue 2-3
Dynamics of aboveground phytomass of the circumpolar Arctic tundra during the past three decades
journal, January 2012
- Epstein, Howard E.; Raynolds, Martha K.; Walker, Donald A.
- Environmental Research Letters, Vol. 7, Issue 1
How tree species, tree size, and topographical location influenced tree transpiration in northern boreal forests during the historic 2018 drought
journal, May 2021
- Gutierrez Lopez, Jose; Tor‐ngern, Pantana; Oren, Ram
- Global Change Biology, Vol. 27, Issue 13
Changes in high arctic tundra plant reproduction in response to long-term experimental warming: WARMING EFFECTS ON TUNDRA PLANT REPRODUCTION
journal, September 2010
- Klady, Rebecca A.; Henry, Gregory H. R.; Lemay, Valerie
- Global Change Biology, Vol. 17, Issue 4
Monitoring Plant Functional Diversity Using the Reflectance and Echo from Space
journal, April 2020
- Ma, Xuanlong; Migliavacca, Mirco; Wirth, Christian
- Remote Sensing, Vol. 12, Issue 8
Spatial and temporal validation of the MODIS LAI and FPAR products across a boreal forest wildfire chronosequence
journal, June 2013
- Serbin, Shawn P.; Ahl, Douglas E.; Gower, Stith T.
- Remote Sensing of Environment, Vol. 133
C3 and C4 photosynthesis models: An overview from the perspective of crop modelling
journal, December 2009
- Yin, X.; Struik, P. C.
- NJAS - Wageningen Journal of Life Sciences, Vol. 57, Issue 1
Evidence and Implications of Recent Climate Change in Northern Alaska and Other Arctic Regions
journal, October 2005
- Hinzman, Larry D.; Bettez, Neil D.; Bolton, W. Robert
- Climatic Change, Vol. 72, Issue 3
Canadian boreal forest greening and browning trends: an analysis of biogeographic patterns and the relative roles of disturbance versus climate drivers
journal, December 2017
- Sulla-Menashe, Damien; Woodcock, Curtis E.; Friedl, Mark A.
- Environmental Research Letters, Vol. 13, Issue 1
Canopy dynamics and phenology of a boreal black spruce wildfire chronosequence
journal, January 2009
- Serbin, Shawn P.; Gower, Stith T.; Ahl, Douglas E.
- Agricultural and Forest Meteorology, Vol. 149, Issue 1
Combining Tandem-X InSAR and simulated GEDI lidar observations for forest structure mapping
journal, December 2016
- Qi, Wenlu; Dubayah, Ralph O.
- Remote Sensing of Environment, Vol. 187
Plant functional types in Earth system models: past experiences and future directions for application of dynamic vegetation models in high-latitude ecosystems
journal, May 2014
- Wullschleger, Stan D.; Epstein, Howard E.; Box, Elgene O.
- Annals of Botany, Vol. 114, Issue 1
Local-scale Arctic tundra heterogeneity affects regional-scale carbon dynamics
journal, October 2020
- Lara, M. J.; McGuire, A. D.; Euskirchen, E. S.
- Nature Communications, Vol. 11, Issue 1
Latitudinal response of subarctic tree lines to recent climate change in eastern Canada: Response of tree lines to recent climate change
journal, April 2005
- Gamache, Isabelle; Payette, Serge
- Journal of Biogeography, Vol. 32, Issue 5
Satellite-based decadal change assessments of pan-Arctic environments
journal, November 2019
- Jenkins, Liza K.; Barry, Tom; Bosse, Karl R.
- Ambio, Vol. 49, Issue 3
Mapping Above- and Below-Ground Carbon Pools in Boreal Forests: The Case for Airborne Lidar
journal, October 2015
- Kristensen, Terje; Næsset, Erik; Ohlson, Mikael
- PLOS ONE, Vol. 10, Issue 10
A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production
journal, January 2004
- Running, Steven W.; Nemani, Ramakrishna R.; Heinsch, Faith Ann
- BioScience, Vol. 54, Issue 6
Remotely sensed trends in the phenology of northern high latitude terrestrial vegetation, controlling for land cover change and vegetation type
journal, March 2014
- Jeganathan, C.; Dash, J.; Atkinson, P. M.
- Remote Sensing of Environment, Vol. 143
Impacts of Elevated Atmospheric CO2 and Plant Species Composition on Methane Emissions from Subarctic Wetlands
journal, May 2020
- Bridgman, Matthew J.; Lomax, Barry H.; Sjögersten, Sofie
- Wetlands, Vol. 40, Issue 3
Ecological Response to Permafrost Thaw and Consequences for Local and Global Ecosystem Services
journal, November 2018
- Schuur, Edward A. G.; Mack, Michelle C.
- Annual Review of Ecology, Evolution, and Systematics, Vol. 49, Issue 1
Climate change and the permafrost carbon feedback
journal, April 2015
- Schuur, E. A. G.; McGuire, A. D.; Schädel, C.
- Nature, Vol. 520, Issue 7546
Temperature response of photosynthesis in C3, C4, and CAM plants: temperature acclimation and temperature adaptation
journal, June 2013
- Yamori, Wataru; Hikosaka, Kouki; Way, Danielle A.
- Photosynthesis Research, Vol. 119, Issue 1-2
Do recent NDVI trends demonstrate boreal forest decline in Alaska?
journal, September 2020
- Fiore, N. M.; Goulden, M. L.; Czimczik, C. I.
- Environmental Research Letters, Vol. 15, Issue 9
The response of photosynthesis and stomatal conductance to rising [CO 2 ]: mechanisms and environmental interactions : Photosynthesis and stomatal conductance responses to rising [CO
journal, January 2007
- Ainsworth, Elizabeth A.; Rogers, Alistair
- Plant, Cell & Environment, Vol. 30, Issue 3
Soil abiotic and biotic properties constrain the establishment of a dominant temperate tree into boreal forests
journal, January 2020
- Carteron, Alexis; Parasquive, Vlad; Blanchard, Florence
- Journal of Ecology, Vol. 108, Issue 3
A drought-induced pervasive increase in tree mortality across Canada's boreal forests
journal, November 2011
- Peng, Changhui; Ma, Zhihai; Lei, Xiangdong
- Nature Climate Change, Vol. 1, Issue 9
Improving canopy processes in the Community Land Model version 4 (CLM4) using global flux fields empirically inferred from FLUXNET data
journal, January 2011
- Bonan, Gordon B.; Lawrence, Peter J.; Oleson, Keith W.
- Journal of Geophysical Research, Vol. 116, Issue G2
A quantitative assessment of a terrestrial biosphere model's data needs across North American biomes: PEcAn/ED model-data uncertainty analysis
journal, March 2014
- Dietze, Michael C.; Serbin, Shawn P.; Davidson, Carl
- Journal of Geophysical Research: Biogeosciences, Vol. 119, Issue 3
Photostasis and cold acclimation: sensing low temperature through photosynthesis
journal, January 2006
- Ensminger, Ingo; Busch, Florian; Huner, Norman P. A.
- Physiologia Plantarum, Vol. 126, Issue 1
Estimated Ages of Mature Tussocks of Eriophorum vaginatum along a Latitudinal Gradient in Central Alaska, U.S.A.
journal, February 1985
- Mark, A. F.; Fetcher, Ned; Shaver, G. R.
- Arctic and Alpine Research, Vol. 17, Issue 1
Changing disturbance regimes, ecological memory, and forest resilience
journal, September 2016
- Johnstone, Jill F.; Allen, Craig D.; Franklin, Jerry F.
- Frontiers in Ecology and the Environment, Vol. 14, Issue 7
Estimating Carbon Flux Phenology with Satellite-Derived Land Surface Phenology and Climate Drivers for Different Biomes: A Synthesis of AmeriFlux Observations
journal, December 2013
- Zhu, Wenquan; Chen, Guangsheng; Jiang, Nan
- PLoS ONE, Vol. 8, Issue 12
Warming induces divergent stomatal dynamics in co‐occurring boreal trees
journal, April 2021
- Dusenge, Mirindi E.; Ward, Eric J.; Warren, Jeffrey M.
- Global Change Biology, Vol. 27, Issue 13
Estimating Siberian timber volume using MODIS and ICESat/GLAS
journal, March 2009
- Nelson, R.; Ranson, K. J.; Sun, G.
- Remote Sensing of Environment, Vol. 113, Issue 3
Mapping tall shrub biomass in Alaska at landscape scale using structure-from-motion photogrammetry and lidar
journal, August 2020
- Alonzo, Michael; Dial, Roman J.; Schulz, Bethany K.
- Remote Sensing of Environment, Vol. 245
Satellite-observed photosynthetic trends across boreal North America associated with climate and fire disturbance
journal, September 2005
- Goetz, S. J.; Bunn, A. G.; Fiske, G. J.
- Proceedings of the National Academy of Sciences, Vol. 102, Issue 38
An estimate of the number of tropical tree species
journal, June 2015
- Slik, J. W. Ferry; Arroyo-Rodríguez, Víctor; Aiba, Shin-Ichiro
- Proceedings of the National Academy of Sciences, Vol. 112, Issue 24
Limitations and Challenges of MODIS-Derived Phenological Metrics Across Different Landscapes in Pan-Arctic Regions
journal, November 2018
- Wang, Siyu; Lu, Xinchen; Cheng, Xiao
- Remote Sensing, Vol. 10, Issue 11
Chlorophyll fluorescence analysis: a guide to good practice and understanding some new applications
journal, August 2013
- Murchie, E. H.; Lawson, T.
- Journal of Experimental Botany, Vol. 64, Issue 13
Automated detection of thermoerosion in permafrost ecosystems using temporally dense Landsat image stacks
journal, February 2019
- Lara, Mark J.; Chipman, Melissa L.; Hu, Feng Sheng
- Remote Sensing of Environment, Vol. 221
Climate change induces multiple risks to boreal forests and forestry in Finland: A literature review
journal, June 2020
- Venäläinen, Ari; Lehtonen, Ilari; Laapas, Mikko
- Global Change Biology, Vol. 26, Issue 8
Joint control of terrestrial gross primary productivity by plant phenology and physiology
journal, February 2015
- Xia, Jianyang; Niu, Shuli; Ciais, Philippe
- Proceedings of the National Academy of Sciences, Vol. 112, Issue 9
Three causes of variation in the photochemical reflectance index (PRI) in evergreen conifers
journal, November 2014
- Wong, Christopher Y. S.; Gamon, John A.
- New Phytologist, Vol. 206, Issue 1
The use and misuse of V c,max in Earth System Models
journal, April 2013
- Rogers, Alistair
- Photosynthesis Research, Vol. 119, Issue 1-2
Phenological Characteristics of Global Ecosystems Based on Optical, Fluorescence, and Microwave Remote Sensing
journal, February 2020
- Dannenberg, Matthew; Wang, Xian; Yan, Dong
- Remote Sensing, Vol. 12, Issue 4
Latitudinal Gradients of Biodiversity: Pattern, Process, Scale, and Synthesis
journal, November 2003
- Willig, M. R.; Kaufman, D. M.; Stevens, R. D.
- Annual Review of Ecology, Evolution, and Systematics, Vol. 34, Issue 1
Estimating fractional cover of tundra vegetation at multiple scales using unmanned aerial systems and optical satellite data
journal, April 2019
- Riihimäki, Henri; Luoto, Miska; Heiskanen, Janne
- Remote Sensing of Environment, Vol. 224
Changes in Arctic vegetation amplify high-latitude warming through the greenhouse effect
journal, January 2010
- Swann, A. L.; Fung, I. Y.; Levis, S.
- Proceedings of the National Academy of Sciences, Vol. 107, Issue 4
Plant functional types and climatic change: Introduction
journal, June 1996
- Woodward, F. Ian; Cramer, Wolfgang
- Journal of Vegetation Science, Vol. 7, Issue 3
Reducing uncertainty in projections of terrestrial carbon uptake
journal, April 2017
- Lovenduski, Nicole S.; Bonan, Gordon B.
- Environmental Research Letters, Vol. 12, Issue 4
A critical appraisal of a combined stomatal-photosynthesis model for C3 plants
journal, April 1995
- Leuning, R.
- Plant, Cell and Environment, Vol. 18, Issue 4
High sensitivity of future global warming to land carbon cycle processes
journal, April 2012
- Booth, Ben B. B.; Jones, Chris D.; Collins, Mat
- Environmental Research Letters, Vol. 7, Issue 2
Arctic tundra shrubification: a review of mechanisms and impacts on ecosystem carbon balance
journal, April 2021
- Mekonnen, Zelalem A.; Riley, William J.; Berner, Logan T.
- Environmental Research Letters, Vol. 16, Issue 5
Mapping Arctic Tundra Vegetation Communities Using Field Spectroscopy and Multispectral Satellite Data in North Alaska, USA
journal, November 2016
- Davidson, Scott; Santos, Maria; Sloan, Victoria
- Remote Sensing, Vol. 8, Issue 12
Land surface phenology from MODIS: Characterization of the Collection 5 global land cover dynamics product
journal, August 2010
- Ganguly, Sangram; Friedl, Mark A.; Tan, Bin
- Remote Sensing of Environment, Vol. 114, Issue 8
Ecosystem warming extends vegetation activity but heightens vulnerability to cold temperatures
journal, August 2018
- Richardson, Andrew D.; Hufkens, Koen; Milliman, Thomas
- Nature, Vol. 560, Issue 7718, p. 368-371
Growth of mature boreal Norway spruce was not affected by elevated [CO2] and/or air temperature unless nutrient availability was improved
journal, July 2013
- Sigurdsson, B. D.; Medhurst, J. L.; Wallin, G.
- Tree Physiology, Vol. 33, Issue 11
The role of land cover change in Arctic-Boreal greening and browning trends
journal, December 2019
- Wang, Jonathan A.; Friedl, Mark A.
- Environmental Research Letters, Vol. 14, Issue 12
Solar UV-B effects on PSII performance in Betula nana are influenced by PAR level and reduced by EDU: results of a 3-year experiment in the High Arctic
journal, March 2012
- Albert, Kristian R.; Mikkelsen, Teis N.; Ro-Poulsen, Helge
- Physiologia Plantarum, Vol. 145, Issue 3
Carbon loss from boreal forest wildfires offset by increased dominance of deciduous trees
journal, April 2021
- Mack, Michelle C.; Walker, Xanthe J.; Johnstone, Jill F.
- Science, Vol. 372, Issue 6539
On the causes of trends in the seasonal amplitude of atmospheric CO 2
journal, September 2017
- Piao, Shilong; Liu, Zhuo; Wang, Yilong
- Global Change Biology, Vol. 24, Issue 2
A review of radar remote sensing for biomass estimation
journal, January 2015
- Sinha, S.; Jeganathan, C.; Sharma, L. K.
- International Journal of Environmental Science and Technology, Vol. 12, Issue 5
Too much of a good thing: light can be bad for photosynthesis
journal, February 1992
- Barber, James; Andersson, Bertil
- Trends in Biochemical Sciences, Vol. 17, Issue 2
Global assessment of experimental climate warming on tundra vegetation: heterogeneity over space and time: Warming effects on tundra vegetation
journal, December 2011
- Elmendorf, Sarah C.; Henry, Gregory H. R.; Hollister, Robert D.
- Ecology Letters, Vol. 15, Issue 2
Taller and larger: shifts in Arctic tundra leaf traits after 16 years of experimental warming: ARCTIC LEAF TRAIT RESPONSES TO WARMING
journal, January 2011
- Hudson, J. M. G.; Henry, G. H. R.; Cornwell, W. K.
- Global Change Biology, Vol. 17, Issue 2
Enhanced seasonal CO2 exchange caused by amplified plant productivity in northern ecosystems
journal, January 2016
- Forkel, M.; Carvalhais, N.; Rodenbeck, C.
- Science, Vol. 351, Issue 6274
Model-data assimilation of multiple phenological observations to constrain and predict leaf area index
journal, March 2015
- Viskari, Toni; Hardiman, Brady; Desai, Ankur R.
- Ecological Applications, Vol. 25, Issue 2
What if plant functional types conceal species-specific responses to environment? Study on arctic shrub communities
journal, May 2017
- Saccone, Patrick; Hoikka, Kristiina; Virtanen, Risto
- Ecology, Vol. 98, Issue 6
Mapping wildfire and clearcut harvest disturbances in boreal forests with Landsat time series data
journal, June 2011
- Schroeder, Todd A.; Wulder, Michael A.; Healey, Sean P.
- Remote Sensing of Environment, Vol. 115, Issue 6
A Multi-Sensor Unoccupied Aerial System Improves Characterization of Vegetation Composition and Canopy Properties in the Arctic Tundra
journal, August 2020
- Yang, Dedi; Meng, Ran; Morrison, Bailey D.
- Remote Sensing, Vol. 12, Issue 16
Combining MODIS and Landsat imagery to estimate and map boreal forest cover loss
journal, September 2008
- Potapov, Peter; Hansen, Matthew C.; Stehman, Stephen V.
- Remote Sensing of Environment, Vol. 112, Issue 9
The slow reversibility of photosystem II thermal energy dissipation on transfer from high to low light may cause large losses in carbon gain by crop canopies: a theoretical analysis
journal, May 2004
- Zhu, Xin‐Guang; Ort, Donald R.; Whitmarsh, John
- Journal of Experimental Botany, Vol. 55, Issue 400
Leaf area index identified as a major source of variability in modeled CO2 fertilization
journal, January 2018
- Li, Qianyu; Lu, Xingjie; Wang, Yingping
- Biogeosciences, Vol. 15, Issue 22
Transient nature of CO2 fertilization in Arctic tundra
journal, October 1994
- Oechel, Walter C.; Cowles, Sid; Grulke, Nancy
- Nature, Vol. 371, Issue 6497
Imaging spectroscopy algorithms for mapping canopy foliar chemical and morphological traits and their uncertainties
journal, December 2015
- Singh, Aditya; Serbin, Shawn P.; McNeil, Brenden E.
- Ecological Applications, Vol. 25, Issue 8
Contrasting acclimation responses to elevated CO 2 and warming between an evergreen and a deciduous boreal conifer
journal, April 2020
- Dusenge, Mirindi E.; Madhavji, Sasha; Way, Danielle A.
- Global Change Biology, Vol. 26, Issue 6
Linking Forest Flammability and Plant Vulnerability to Drought
journal, July 2020
- Nolan, Rachael H.; Blackman, Chris J.; de Dios, Víctor Resco
- Forests, Vol. 11, Issue 7
Vegetation responses in Alaskan arctic tundra after 8 years of a summer warming and winter snow manipulation experiment
journal, April 2005
- Wahren, C. -H. A.; Walker, M. D.; Bret-Harte, M. S.
- Global Change Biology, Vol. 11, Issue 4
Mechanistic evidence for tracking the seasonality of photosynthesis with solar-induced fluorescence
journal, May 2019
- Magney, Troy S.; Bowling, David R.; Logan, Barry A.
- Proceedings of the National Academy of Sciences
Temperature acclimation in a biochemical model of photosynthesis: a reanalysis of data from 36 species
journal, September 2007
- Kattge, Jens; Knorr, Wolfgang
- Plant, Cell & Environment, Vol. 30, Issue 9
Spaceborne potential for examining taiga–tundra ecotone form and
vulnerability
journal, January 2016
- Montesano, Paul M.; Sun, Guoqing; Dubayah, Ralph O.
- Biogeosciences, Vol. 13, Issue 13
Separating physiologically and directionally induced changes in PRI using BRDF models
journal, June 2008
- Hilker, Thomas; Coops, Nicholas C.; Hall, Forrest G.
- Remote Sensing of Environment, Vol. 112, Issue 6
Responses of peatland vegetation to 15‐year water level drawdown as mediated by fertility level
journal, September 2019
- Kokkonen, Nicola A. K.; Laine, Anna Maria; Laine, Jukka
- Journal of Vegetation Science, Vol. 30, Issue 6
Sensitivity of ERS-1 and JERS-1 radar data to biomass and stand structure in Alaskan boreal forest
journal, December 1995
- Harrell, P. A.; Bourgeau-Chavez, L. L.; Kasischke, E. S.
- Remote Sensing of Environment, Vol. 54, Issue 3
Effects of water level alteration on carbon cycling in peatlands
journal, September 2020
- Zhong, Yehui; Jiang, Ming; Middleton, Beth A.
- Ecosystem Health and Sustainability, Vol. 6, Issue 1
Arctic greening associated with lengthening growing seasons in Northern Alaska
journal, December 2019
- Arndt, Kyle A.; Santos, Maria J.; Ustin, Susan
- Environmental Research Letters, Vol. 14, Issue 12
Multi-sensor data fusion for estimating forest species composition and abundance in northern Minnesota
journal, February 2011
- Wolter, Peter T.; Townsend, Philip A.
- Remote Sensing of Environment, Vol. 115, Issue 2
The photochemical reflectance index provides an optical indicator of spring photosynthetic activation in evergreen conifers
journal, January 2015
- Wong, Christopher Y. S.; Gamon, John A.
- New Phytologist, Vol. 206, Issue 1
Carbon cycle uncertainty in the Alaskan Arctic
journal, January 2014
- Fisher, J. B.; Sikka, M.; Oechel, W. C.
- Biogeosciences, Vol. 11, Issue 15
Global boreal forest mapping with JERS-1: North America
conference, January 1999
- Williams, C. L.; McDonald, K.; Chapman, B.
- IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293)
Reviews and syntheses: Changing ecosystem influences on soil thermal regimes in northern high-latitude permafrost regions
journal, January 2018
- Loranty, Michael M.; Abbott, Benjamin W.; Blok, Daan
- Biogeosciences, Vol. 15, Issue 17
Mapping aboveground biomass and its prediction uncertainty using LiDAR and field data, accounting for tree-level allometric and LiDAR model errors
journal, July 2020
- Saarela, Svetlana; Wästlund, André; Holmström, Emma
- Forest Ecosystems, Vol. 7, Issue 1
Temperature dependence of violaxanthin de-epoxidation and non-photochemical fluorescence quenching in intact leaves of Gossypium hirsutum L. and Malva parviflora L.
journal, May 1991
- Bilger, Wolfgang; Björkman, Olle
- Planta, Vol. 184, Issue 2
Modeling the Terrestrial Biosphere
journal, October 2014
- Fisher, Joshua B.; Huntzinger, Deborah N.; Schwalm, Christopher R.
- Annual Review of Environment and Resources, Vol. 39, Issue 1
Evidence and Implications of Recent Climate Change in Northern Alaska and Other Arctic Regions
journal, October 2005
- Hinzman, Larry D.; Bettez, Neil D.; Bolton, W. Robert
- Climatic Change, Vol. 72, Issue 3
Temperature acclimation in a biochemical model of photosynthesis: a reanalysis of data from 36 species
journal, September 2007
- Kattge, Jens; Knorr, Wolfgang
- Plant, Cell & Environment, Vol. 30, Issue 9
Statistical fusion of lidar, InSAR, and optical remote sensing data for forest stand height characterization: A regional-scale method based on LVIS, SRTM, Landsat ETM+, and ancillary data sets
journal, March 2010
- Kellndorfer, J. M.; Walker, W. S.; LaPoint, E.
- Journal of Geophysical Research: Biogeosciences, Vol. 115, Issue G2
A critical appraisal of a combined stomatal-photosynthesis model for C3 plants
journal, April 1995
- Leuning, R.
- Plant, Cell and Environment, Vol. 18, Issue 4
Reconciling the optimal and empirical approaches to modelling stomatal conductance: RECONCILING OPTIMAL AND EMPIRICAL STOMATAL MODELS
journal, January 2011
- Medlyn, Belinda E.; Duursma, Remko A.; Eamus, Derek
- Global Change Biology, Vol. 17, Issue 6
Modelled net carbon gain responses to climate change in boreal trees: Impacts of photosynthetic parameter selection and acclimation
journal, December 2018
- Stinziano, Joseph R.; Bauerle, William L.; Way, Danielle A.
- Global Change Biology, Vol. 25, Issue 4
Current and near-term advances in Earth observation for ecological applications
journal, January 2021
- Ustin, Susan L.; Middleton, Elizabeth M.
- Ecological Processes, Vol. 10, Issue 1