Constraining estimates of terrestrial carbon uptake: new opportunities using long‐term satellite observations and data assimilation
- Authors:
-
[1];
[1];
[2];
[1];
[3]
- School of Natural Resources and the Environment University of Arizona Tucson AZ 85719 USA
- Department of Geography Indiana University Bloomington IN 47405 USA
- Jet Propulsion Laboratory California Institute of Technology Pasadena CA 91109 USA
- Publication Date:
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1546806
- Resource Type:
- Publisher's Accepted Manuscript
- Journal Name:
- New Phytologist
- Additional Journal Information:
- Journal Name: New Phytologist Journal Volume: 225 Journal Issue: 1; Journal ID: ISSN 0028-646X
- Publisher:
- Wiley-Blackwell
- Country of Publication:
- United Kingdom
- Language:
- English
Citation Formats
Smith, William K., Fox, Andrew M., MacBean, Natasha, Moore, David J. P., and Parazoo, Nicholas C. Constraining estimates of terrestrial carbon uptake: new opportunities using long‐term satellite observations and data assimilation. United Kingdom: N. p., 2019.
Web. doi:10.1111/nph.16055.
Smith, William K., Fox, Andrew M., MacBean, Natasha, Moore, David J. P., & Parazoo, Nicholas C. Constraining estimates of terrestrial carbon uptake: new opportunities using long‐term satellite observations and data assimilation. United Kingdom. doi:10.1111/nph.16055.
Smith, William K., Fox, Andrew M., MacBean, Natasha, Moore, David J. P., and Parazoo, Nicholas C. Sun .
"Constraining estimates of terrestrial carbon uptake: new opportunities using long‐term satellite observations and data assimilation". United Kingdom. doi:10.1111/nph.16055.
@article{osti_1546806,
title = {Constraining estimates of terrestrial carbon uptake: new opportunities using long‐term satellite observations and data assimilation},
author = {Smith, William K. and Fox, Andrew M. and MacBean, Natasha and Moore, David J. P. and Parazoo, Nicholas C.},
abstractNote = {},
doi = {10.1111/nph.16055},
journal = {New Phytologist},
number = 1,
volume = 225,
place = {United Kingdom},
year = {2019},
month = {8}
}
Free Publicly Available Full Text
Publisher's Version of Record
DOI: 10.1111/nph.16055
DOI: 10.1111/nph.16055
Other availability
Search WorldCat to find libraries that may hold this journal
Cited by: 4 works
Citation information provided by
Web of Science
Web of Science
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:
The REFLEX project: Comparing different algorithms and implementations for the inversion of a terrestrial ecosystem model against eddy covariance data
journal, October 2009
- Fox, Andrew; Williams, Mathew; Richardson, Andrew D.
- Agricultural and Forest Meteorology, Vol. 149, 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
Forest water use and water use efficiency at elevated CO 2 : a model-data intercomparison at two contrasting temperate forest FACE sites
journal, March 2013
- De Kauwe, Martin G.; Medlyn, Belinda E.; Zaehle, Sönke
- Global Change Biology, Vol. 19, Issue 6
Fine-root production dominates response of a deciduous forest to atmospheric CO2 enrichment
journal, June 2004
- Norby, R. J.; Ledford, J.; Reilly, C. D.
- Proceedings of the National Academy of Sciences, Vol. 101, Issue 26
Recent reversal in loss of global terrestrial biomass
journal, March 2015
- Liu, Yi Y.; van Dijk, Albert I. J. M.; de Jeu, Richard A. M.
- Nature Climate Change, Vol. 5, Issue 5
ISS observations offer insights into plant function
journal, June 2017
- Stavros, E. Natasha; Schimel, David; Pavlick, Ryan
- Nature Ecology & Evolution, Vol. 1, Issue 7
Intensifying drought eliminates the expected benefits of elevated carbon dioxide for soybean
journal, September 2016
- Gray, Sharon B.; Dermody, Orla; Klein, Stephanie P.
- Nature Plants, Vol. 2, Issue 9
The shared and unique values of optical, fluorescence, thermal and microwave satellite data for estimating large-scale crop yields
journal, September 2017
- Guan, Kaiyu; Wu, Jin; Kimball, John S.
- Remote Sensing of Environment, Vol. 199
Flux towers in the sky: global ecology from space
journal, June 2019
- Schimel, David; Schneider, Fabian D.
- New Phytologist, Vol. 224, Issue 2
Reconstructed Solar‐Induced Fluorescence: A Machine Learning Vegetation Product Based on MODIS Surface Reflectance to Reproduce GOME‐2 Solar‐Induced Fluorescence
journal, April 2018
- Gentine, P.; Alemohammad, S. H.
- Geophysical Research Letters, Vol. 45, Issue 7
Iterative near-term ecological forecasting: Needs, opportunities, and challenges
journal, January 2018
- Dietze, Michael C.; Fox, Andrew; Beck-Johnson, Lindsay M.
- Proceedings of the National Academy of Sciences, Vol. 115, Issue 7
Forest response to elevated CO2 is conserved across a broad range of productivity
journal, December 2005
- Norby, R. J.; DeLucia, E. H.; Gielen, B.
- Proceedings of the National Academy of Sciences, Vol. 102, Issue 50
Ecological Lessons from Free-Air CO 2 Enrichment (FACE) Experiments
journal, December 2011
- Norby, Richard J.; Zak, Donald R.
- Annual Review of Ecology, Evolution, and Systematics, Vol. 42, Issue 1
Joint assimilation of eddy covariance flux measurements and FAPAR products over temperate forests within a process‐oriented biosphere model
journal, September 2015
- Bacour, C.; Peylin, P.; MacBean, N.
- Journal of Geophysical Research: Biogeosciences, Vol. 120, Issue 9
Decadal biomass increment in early secondary succession woody ecosystems is increased by CO2 enrichment
journal, February 2019
- Walker, Anthony P.; De Kauwe, Martin G.; Medlyn, Belinda E.
- Nature Communications, Vol. 10, Issue 1
Global long-term passive microwave satellite-based retrievals of vegetation optical depth: LONG-TERM VEGETATION OPTICAL DEPTH
journal, September 2011
- Liu, Yi Y.; de Jeu, Richard A. M.; McCabe, Matthew F.
- Geophysical Research Letters, Vol. 38, Issue 18
Satellite based estimates underestimate the effect of CO2 fertilization on net primary productivity
journal, September 2016
- De Kauwe, Martin G.; Keenan, Trevor F.; Medlyn, Belinda E.
- Nature Climate Change, Vol. 6, Issue 10
Overview of Solar-Induced chlorophyll Fluorescence (SIF) from the Orbiting Carbon Observatory-2: Retrieval, cross-mission comparison, and global monitoring for GPP
journal, May 2018
- Sun, Ying; Frankenberg, Christian; Jung, Martin
- Remote Sensing of Environment, Vol. 209
The future of evapotranspiration: Global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources: THE FUTURE OF EVAPOTRANSPIRATION
journal, April 2017
- Fisher, Joshua B.; Melton, Forrest; Middleton, Elizabeth
- Water Resources Research, Vol. 53, Issue 4
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
Chlorophyll Fluorescence Better Captures Seasonal and Interannual Gross Primary Productivity Dynamics Across Dryland Ecosystems of Southwestern North America
journal, January 2018
- Smith, W. K.; Biederman, J. A.; Scott, R. L.
- Geophysical Research Letters, Vol. 45, Issue 2
Improving plant allometry by fusing forest models and remote sensing
journal, April 2019
- Fischer, Fabian Jörg; Maréchaux, Isabelle; Chave, Jérôme
- New Phytologist, Vol. 223, Issue 3
Large influence of soil moisture on long-term terrestrial carbon uptake
journal, January 2019
- Green, Julia K.; Seneviratne, Sonia I.; Berg, Alexis M.
- Nature, Vol. 565, Issue 7740
Evaluation of a Data Assimilation System for Land Surface Models Using CLM4.5
journal, October 2018
- Fox, Andrew M.; Hoar, Timothy J.; Anderson, Jeffrey L.
- Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 10
Reduced CO2 fertilization effect in temperate C3 grasslands under more extreme weather conditions
journal, December 2016
- Obermeier, W. A.; Lehnert, L. W.; Kammann, C. I.
- Nature Climate Change, Vol. 7, Issue 2
Contrasting responses of forest ecosystems to rising atmospheric CO 2 : Implications for the global C cycle : FOREST CARBON BUDGET
journal, July 2005
- DeLucia, E. H.; Moore, D. J.; Norby, R. J.
- Global Biogeochemical Cycles, Vol. 19, Issue 3
Macro to micro: microwave remote sensing of plant water content for physiology and ecology
journal, April 2019
- Konings, Alexandra G.; Rao, Krishna; Steele‐Dunne, Susan C.
- New Phytologist, Vol. 223, Issue 3
Model-data synthesis for the next generation of forest free-air CO 2 enrichment (FACE) experiments
journal, August 2015
- Norby, Richard J.; De Kauwe, Martin G.; Domingues, Tomas F.
- New Phytologist, Vol. 209, Issue 1
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
Consistent assimilation of multiple data streams in a carbon cycle data
assimilation system
journal, January 2016
- MacBean, Natasha; Peylin, Philippe; Chevallier, Frédéric
- Geoscientific Model Development, Vol. 9, Issue 10
Global Carbon Budget 2017
journal, January 2018
- Le Quéré, Corinne; Andrew, Robbie M.; Friedlingstein, Pierre
- Earth System Science Data, Vol. 10, Issue 1
Simulations of chlorophyll fluorescence incorporated into the Community Land Model version 4
journal, June 2015
- Lee, Jung-Eun; Berry, Joseph A.; van der Tol, Christiaan
- Global Change Biology, Vol. 21, Issue 9
Plant growth enhancement by elevated CO2 eliminated by joint water and nitrogen limitation
journal, November 2014
- Reich, Peter B.; Hobbie, Sarah E.; Lee, Tali D.
- Nature Geoscience, Vol. 7, Issue 12
Global vegetation biomass change (1988-2008) and attribution to environmental and human drivers: Global vegetation biomass change
journal, December 2012
- Liu, Yi Y.; van Dijk, Albert I. J. M.; McCabe, Matthew F.
- Global Ecology and Biogeography, Vol. 22, Issue 6
Global Retrievals of Solar‐Induced Chlorophyll Fluorescence With TROPOMI: First Results and Intersensor Comparison to OCO‐2
journal, October 2018
- Köhler, Philipp; Frankenberg, Christian; Magney, Troy S.
- Geophysical Research Letters, Vol. 45, Issue 19
Deep learning and process understanding for data-driven Earth system science
journal, February 2019
- Reichstein, Markus; Camps-Valls, Gustau; Stevens, Bjorn
- Nature, Vol. 566, Issue 7743
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
Linking chlorophyll a fluorescence to photosynthesis for remote sensing applications: mechanisms and challenges
journal, May 2014
- Porcar-Castell, Albert; Tyystjärvi, Esa; Atherton, Jon
- Journal of Experimental Botany, Vol. 65, Issue 15
Reviews and syntheses: Systematic Earth observations for use in terrestrial carbon cycle data assimilation systems
journal, January 2017
- Scholze, Marko; Buchwitz, Michael; Dorigo, Wouter
- Biogeosciences, Vol. 14, Issue 14
Widespread seasonal compensation effects of spring warming on northern plant productivity
journal, October 2018
- Buermann, Wolfgang; Forkel, Matthias; O’Sullivan, Michael
- Nature, Vol. 562, Issue 7725
Increases in atmospheric CO 2 have little influence on transpiration of a temperate forest canopy
journal, October 2014
- Tor-ngern, Pantana; Oren, Ram; Ward, Eric J.
- New Phytologist, Vol. 205, Issue 2
Nitrogen Availability Dampens the Positive Impacts of CO 2 Fertilization on Terrestrial Ecosystem Carbon and Water Cycles
journal, November 2017
- He, Liming; Chen, Jing M.; Croft, Holly
- Geophysical Research Letters, Vol. 44, Issue 22
Large divergence of satellite and Earth system model estimates of global terrestrial CO2 fertilization
journal, December 2015
- Kolby Smith, W.; Reed, Sasha C.; Cleveland, Cory C.
- Nature Climate Change, Vol. 6, Issue 3
Climate and the Efficiency of Crop Production in Britain [and Discussion]
journal, November 1977
- Monteith, J. L.; Moss, C. J.
- Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 281, Issue 980
CO2 enhancement of forest productivity constrained by limited nitrogen availability
journal, October 2010
- Norby, R. J.; Warren, J. M.; Iversen, C. M.
- Proceedings of the National Academy of Sciences, Vol. 107, Issue 45
Shifting from a fertilization-dominated to a warming-dominated period
journal, September 2017
- Peñuelas, Josep; Ciais, Philippe; Canadell, Josep G.
- Nature Ecology & Evolution, Vol. 1, Issue 10
Terrestrial gross primary production inferred from satellite fluorescence and vegetation models
journal, July 2014
- Parazoo, Nicholas C.; Bowman, Kevin; Fisher, Joshua B.
- Global Change Biology, Vol. 20, Issue 10
Strong constraint on modelled global carbon uptake using solar-induced chlorophyll fluorescence data
journal, January 2018
- MacBean, Natasha; Maignan, Fabienne; Bacour, Cédric
- Scientific Reports, Vol. 8, Issue 1
Greening of the Earth and its drivers
journal, April 2016
- Zhu, Zaichun; Piao, Shilong; Myneni, Ranga B.
- Nature Climate Change, Vol. 6, Issue 8
Elevated CO2 as a driver of global dryland greening
journal, February 2016
- Lu, Xuefei; Wang, Lixin; McCabe, Matthew F.
- Scientific Reports, Vol. 6, Issue 1
Sun‐induced Chl fluorescence and its importance for biophysical modeling of photosynthesis based on light reactions
journal, April 2019
- Gu, Lianhong; Han, Jimei; Wood, Jeffrey D.
- New Phytologist, Vol. 223, Issue 3
Progressive Nitrogen Limitation of Ecosystem Responses to Rising Atmospheric Carbon Dioxide
journal, January 2004
- Luo, Yiqi; Su, Bo; Currie, William S.
- BioScience, Vol. 54, Issue 8
A primer for data assimilation with ecological models using Markov Chain Monte Carlo (MCMC)
journal, August 2011
- Zobitz, J. M.; Desai, A. R.; Moore, D. J. P.
- Oecologia, Vol. 167, Issue 3
Estimating parameters of a forest ecosystem C model with measurements of stocks and fluxes as joint constraints
journal, April 2010
- Richardson, Andrew D.; Williams, Mathew; Hollinger, David Y.
- Oecologia, Vol. 164, Issue 1
Woody plant cover estimation in drylands from Earth Observation based seasonal metrics
journal, January 2016
- Brandt, Martin; Hiernaux, Pierre; Tagesson, Torbern
- Remote Sensing of Environment, Vol. 172
RISING ATMOSPHERIC CARBON DIOXIDE: Plants FACE the Future
journal, June 2004
- Long, Stephen P.; Ainsworth, Elizabeth A.; Rogers, Alistair
- Annual Review of Plant Biology, Vol. 55, Issue 1
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
Estimating transpiration and the sensitivity of carbon uptake to water availability in a subalpine forest using a simple ecosystem process model informed by measured net CO2 and H2O fluxes
journal, September 2008
- Moore, David J. P.; Hu, Jia; Sacks, William J.
- Agricultural and Forest Meteorology, Vol. 148, Issue 10
A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species
journal, June 1980
- Farquhar, G. D.; von Caemmerer, S.; Berry, J. A.
- Planta, Vol. 149, Issue 1
Assimilating solar-induced chlorophyll fluorescence into the terrestrial biosphere model BETHY-SCOPE v1.0: model description and information content
journal, January 2018
- Norton, Alexander J.; Rayner, Peter J.; Koffi, Ernest N.
- Geoscientific Model Development, Vol. 11, Issue 4
A new stepwise carbon cycle data assimilation system using multiple data
streams to constrain the simulated land surface carbon cycle
journal, January 2016
- Peylin, Philippe; Bacour, Cédric; MacBean, Natasha
- Geoscientific Model Development, Vol. 9, Issue 9
Future productivity and carbon storage limited by terrestrial nutrient availability
journal, April 2015
- Wieder, William R.; Cleveland, Cory C.; Smith, W. Kolby
- Nature Geoscience, Vol. 8, Issue 6
Satellite passive microwaves reveal recent climate-induced carbon losses in African drylands
journal, April 2018
- Brandt, Martin; Wigneron, Jean-Pierre; Chave, Jerome
- Nature Ecology & Evolution, Vol. 2, Issue 5
Global monitoring of terrestrial chlorophyll fluorescence from moderate spectral resolution near-infrared satellite measurements: methodology, simulations, and application to GOME-2
journal, January 2013
- Joiner, J.; Guanter, L.; Lindstrot, R.
- Atmospheric Measurement Techniques Discussions, Vol. 6, Issue 2