The impact of alternative trait-scaling hypotheses for the maximum photosynthetic carboxylation rate (V cmax) on global gross primary production [The impact of alternative Vcmax trait-scaling hypotheses on global gross primary production]
Abstract
The maximum photosynthetic carboxylation rate (Vcmax) is an influential plant trait that has multiple scaling hypotheses, which is a source of uncertainty in predictive understanding of global gross primary production (GPP). Four trait-scaling hypotheses (plant functional type, nutrient limitation, environmental filtering, and plant plasticity) with nine specific implementations were used to predict global Vcmax distributions and their impact on global GPP in the Sheffield Dynamic Global Vegetation Model (SDGVM). Global GPP varied from 108.1 to 128.2 PgC yr-1, 65% of the range of a recent model intercomparison of global GPP. The variation in GPP propagated through to a 27% coefficient of variation in net biome productivity (NBP). All hypotheses produced global GPP that was highly correlated (r = 0.85–0.91) with three proxies of global GPP. Plant functional type-based nutrient limitation, underpinned by a core SDGVM hypothesis that plant nitrogen (N) status is inversely related to increasing costs of N acquisition with increasing soil carbon, adequately reproduced global GPP distributions. Further improvement could be achieved with accurate representation of water sensitivity and agriculture in SDGVM. Mismatch between environmental filtering (the most data-driven hypothesis) and GPP suggested that greater effort is needed understand Vcmax variation in the field, particularly in northern latitudes.
- Authors:
-
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States); Univ. of Sheffield, Western Bank (United Kingdom)
- Univ. of Reading, Reading (United Kingdom)
- Leiden Univ., Leiden (The Netherlands)
- Macquarie Univ., Sydney, NSW (Australia)
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
- NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
- Univ. of Sheffield, Western Bank (United Kingdom)
- Univ. Paris-Saclay, Gif-sur-Yvette (France)
- Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Publication Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1376330
- Alternate Identifier(s):
- OSTI ID: 1476530
- Grant/Contract Number:
- AC05-00OR22725; AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- New Phytologist
- Additional Journal Information:
- Journal Volume: 215; Journal Issue: 4; Journal ID: ISSN 0028-646X
- Publisher:
- Wiley
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 60 APPLIED LIFE SCIENCES; assumption-centred modelling; co-ordination hypothesis; Dynamic Global Vegetation Model (DGVM); gross primary production (GPP); modelling photosynthesis; plant functional traits; terrestrial carbon cycle; trait-based modelling
Citation Formats
Walker, Anthony P., Quaife, Tristan, van Bodegom, Peter M., De Kauwe, Martin G., Keenan, Trevor F., Joiner, Joanna, Lomas, Mark R., MacBean, Natasha, Xu, Chongang, Yang, Xiaojuan, and Woodward, F. Ian. The impact of alternative trait-scaling hypotheses for the maximum photosynthetic carboxylation rate (V cmax) on global gross primary production [The impact of alternative Vcmax trait-scaling hypotheses on global gross primary production]. United States: N. p., 2017.
Web. doi:10.1111/nph.14623.
Walker, Anthony P., Quaife, Tristan, van Bodegom, Peter M., De Kauwe, Martin G., Keenan, Trevor F., Joiner, Joanna, Lomas, Mark R., MacBean, Natasha, Xu, Chongang, Yang, Xiaojuan, & Woodward, F. Ian. The impact of alternative trait-scaling hypotheses for the maximum photosynthetic carboxylation rate (V cmax) on global gross primary production [The impact of alternative Vcmax trait-scaling hypotheses on global gross primary production]. United States. https://doi.org/10.1111/nph.14623
Walker, Anthony P., Quaife, Tristan, van Bodegom, Peter M., De Kauwe, Martin G., Keenan, Trevor F., Joiner, Joanna, Lomas, Mark R., MacBean, Natasha, Xu, Chongang, Yang, Xiaojuan, and Woodward, F. Ian. Fri .
"The impact of alternative trait-scaling hypotheses for the maximum photosynthetic carboxylation rate (V cmax) on global gross primary production [The impact of alternative Vcmax trait-scaling hypotheses on global gross primary production]". United States. https://doi.org/10.1111/nph.14623. https://www.osti.gov/servlets/purl/1376330.
@article{osti_1376330,
title = {The impact of alternative trait-scaling hypotheses for the maximum photosynthetic carboxylation rate (V cmax) on global gross primary production [The impact of alternative Vcmax trait-scaling hypotheses on global gross primary production]},
author = {Walker, Anthony P. and Quaife, Tristan and van Bodegom, Peter M. and De Kauwe, Martin G. and Keenan, Trevor F. and Joiner, Joanna and Lomas, Mark R. and MacBean, Natasha and Xu, Chongang and Yang, Xiaojuan and Woodward, F. Ian},
abstractNote = {The maximum photosynthetic carboxylation rate (Vcmax) is an influential plant trait that has multiple scaling hypotheses, which is a source of uncertainty in predictive understanding of global gross primary production (GPP). Four trait-scaling hypotheses (plant functional type, nutrient limitation, environmental filtering, and plant plasticity) with nine specific implementations were used to predict global Vcmax distributions and their impact on global GPP in the Sheffield Dynamic Global Vegetation Model (SDGVM). Global GPP varied from 108.1 to 128.2 PgC yr-1, 65% of the range of a recent model intercomparison of global GPP. The variation in GPP propagated through to a 27% coefficient of variation in net biome productivity (NBP). All hypotheses produced global GPP that was highly correlated (r = 0.85–0.91) with three proxies of global GPP. Plant functional type-based nutrient limitation, underpinned by a core SDGVM hypothesis that plant nitrogen (N) status is inversely related to increasing costs of N acquisition with increasing soil carbon, adequately reproduced global GPP distributions. Further improvement could be achieved with accurate representation of water sensitivity and agriculture in SDGVM. Mismatch between environmental filtering (the most data-driven hypothesis) and GPP suggested that greater effort is needed understand Vcmax variation in the field, particularly in northern latitudes.},
doi = {10.1111/nph.14623},
journal = {New Phytologist},
number = 4,
volume = 215,
place = {United States},
year = {Fri Jun 23 00:00:00 EDT 2017},
month = {Fri Jun 23 00:00:00 EDT 2017}
}
Web of Science
Works referenced in this record:
Understanding the representativeness of FLUXNET for upscaling
carbon flux from eddy covariance measurements
journal, August 2016
- Kumar, Jitendra; Hoffman, Forrest M.; Hargrove, William W.
- Earth System Science Data Discussions
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
Using ecosystem experiments to improve vegetation models
journal, May 2015
- Medlyn, Belinda E.; Zaehle, Sönke; De Kauwe, Martin G.
- Nature Climate Change, Vol. 5, Issue 6
Impacts of trait variation through observed trait–climate relationships on performance of an Earth system model: a conceptual analysis
journal, January 2013
- Verheijen, L. M.; Brovkin, V.; Aerts, R.
- Biogeosciences, Vol. 10, Issue 8
Photosynthetic physiology of eucalypts along a sub-continental rainfall gradient in northern Australia
journal, November 2011
- Cernusak, Lucas A.; Hutley, Lindsay B.; Beringer, Jason
- Agricultural and Forest Meteorology, Vol. 151, Issue 11
Photosynthetic parameters from two contrasting woody vegetation types in West Africa
journal, July 2007
- Meir, Patrick; Levy, Peter E.; Grace, John
- Plant Ecology, Vol. 192, Issue 2
Carbon residence time dominates uncertainty in terrestrial vegetation responses to future climate and atmospheric CO 2
journal, December 2013
- Friend, Andrew D.; Lucht, Wolfgang; Rademacher, Tim T.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 9
Expanding Use of Plant Trait Observation in Earth System Models
journal, April 2016
- Kueppers, Lara; Iversen, Colleen; Koven, Charles
- Eos, Vol. 97
Summarizing multiple aspects of model performance in a single diagram
journal, April 2001
- Taylor, Karl E.
- Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D7
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
Global response of terrestrial ecosystem structure and function to CO 2 and climate change: results from six dynamic global vegetation models
journal, April 2001
- Cramer, Wolfgang; Bondeau, Alberte; Woodward, F. Ian
- Global Change Biology, Vol. 7, Issue 4
Coordination theory of leaf nitrogen distribution in a canopy
journal, February 1993
- Chen, Jia-Lin; Reynolds, James F.; Harley, Peter C.
- Oecologia, Vol. 93, Issue 1
New global observations of the terrestrial carbon cycle from GOSAT: Patterns of plant fluorescence with gross primary productivity: CHLOROPHYLL FLUORESCENCE FROM SPACE
journal, September 2011
- Frankenberg, Christian; Fisher, Joshua B.; Worden, John
- Geophysical Research Letters, Vol. 38, Issue 17
Informing models through empirical relationships between foliar phosphorus, nitrogen and photosynthesis across diverse woody species in tropical forests of Panama
journal, November 2016
- Norby, Richard J.; Gu, Lianhong; Haworth, Ivan C.
- New Phytologist, Vol. 215, Issue 4
Growth and physiological changes in saplings of Minquartia guianensis and Swietenia macrophylla during acclimation to full sunlight
journal, February 2012
- Azevedo, G. F. C.; Marenco, R. A.
- Photosynthetica, Vol. 50, Issue 1
Retrieval and global assessment of terrestrial chlorophyll fluorescence from GOSAT space measurements
journal, June 2012
- Guanter, Luis; Frankenberg, Christian; Dudhia, Anu
- Remote Sensing of Environment, Vol. 121
Modelling photosynthesis of cotton grown in elevated CO2
journal, April 1992
- Harley, P. C.; Thomas, R. B.; Reynolds, J. F.
- Plant, Cell and Environment, Vol. 15, Issue 3
Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997–2009)
journal, January 2010
- van der Werf, G. R.; Randerson, J. T.; Giglio, L.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 23
A fully traits-based approach to modeling global vegetation distribution
journal, September 2014
- van Bodegom, P. M.; Douma, J. C.; Verheijen, L. M.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 38
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
The relationship of leaf photosynthetic traits - V cmax and J max - to leaf nitrogen, leaf phosphorus, and specific leaf area: a meta-analysis and modeling study
journal, July 2014
- Walker, Anthony P.; Beckerman, Andrew P.; Gu, Lianhong
- Ecology and Evolution, Vol. 4, Issue 16
A global land primary productivity and phytogeography model
journal, December 1995
- Woodward, F. Ian; Smith, Thomas M.; Emanuel, William R.
- Global Biogeochemical Cycles, Vol. 9, Issue 4
The world-wide ‘fast-slow’ plant economics spectrum: a traits manifesto
journal, February 2014
- Reich, Peter B.
- Journal of Ecology, Vol. 102, Issue 2
Functional traits, productivity and effects on nitrogen cycling of 33 grassland species
journal, October 2002
- Craine, J. M.; Tilman, D.; Wedin, D.
- Functional Ecology, Vol. 16, Issue 5
Evaluation of the terrestrial carbon cycle, future plant geography and climate-carbon cycle feedbacks using five Dynamic Global Vegetation Models (DGVMs)
journal, September 2008
- Sitch, S.; Huntingford, C.; Gedney, N.
- Global Change Biology, Vol. 14, Issue 9
The Coordination of Leaf Photosynthesis Links C and N Fluxes in C3 Plant Species
journal, June 2012
- Maire, Vincent; Martre, Pierre; Kattge, Jens
- PLoS ONE, Vol. 7, Issue 6
Scaling of C:N:P Stoichiometry in Forests Worldwide: Implications of Terrestrial Redfield-Type Ratios
journal, September 2004
- McGroddy, Megan E.; Daufresne, Tanguy; Hedin, Lars O.
- Ecology, Vol. 85, Issue 9
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
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
Using models to guide field experiments: a priori predictions for the CO 2 response of a nutrient- and water-limited native Eucalypt woodland
journal, May 2016
- Medlyn, Belinda E.; De Kauwe, Martin G.; Zaehle, Sönke
- Global Change Biology, Vol. 22, Issue 8
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, Vol. 6, Issue 10
A global scale mechanistic model of photosynthetic capacity (LUNA V1.0)
journal, January 2016
- Ali, A. A.; Xu, C.; Rogers, A.
- Geoscientific Model Development, Vol. 9, Issue 2
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
Photosynthetic temperature responses of tree species in Rwanda: evidence of pronounced negative effects of high temperature in montane rainforest climax species
journal, February 2015
- Vårhammar, Angelica; Wallin, Göran; McLean, Christopher M.
- New Phytologist, Vol. 206, Issue 3
Global carbon budget 2013
journal, January 2014
- Le Quéré, C.; Peters, G. P.; Andres, R. J.
- Earth System Science Data, Vol. 6, Issue 1
Quantifying photosynthetic capacity and its relationship to leaf nitrogen content for global-scale terrestrial biosphere models
journal, April 2009
- Kattge, Jens; Knorr, Wolfgang; Raddatz, Thomas
- Global Change Biology, Vol. 15, Issue 4
Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence
journal, March 2014
- Guanter, L.; Zhang, Y.; Jung, M.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 14
Biome-specific effects of nitrogen and phosphorus on the photosynthetic characteristics of trees at a forest-savanna boundary in Cameroon
journal, March 2015
- Ferreira Domingues, Tomas; Ishida, F. Yoko; Feldpausch, Ted R.
- Oecologia, Vol. 178, Issue 3
Research review. Components of leaf dry mass per area - thickness and density - alter leaf photosynthetic capacity in reverse directions in woody plants
journal, October 1999
- Niinemets, ÜLo
- New Phytologist, Vol. 144, Issue 1
Biophsyical constraints on gross primary production by the terrestrial biosphere
journal, January 2014
- Wang, H.; Prentice, I. C.; Davis, T. W.
- Biogeosciences, Vol. 11, Issue 20
Toward a Mechanistic Modeling of Nitrogen Limitation on Vegetation Dynamics
journal, May 2012
- Xu, Chonggang; Fisher, Rosie; Wullschleger, Stan D.
- PLoS ONE, Vol. 7, Issue 5
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
Analysing Amazonian forest productivity using a new individual and trait-based model (TFS v.1)
journal, January 2014
- Fyllas, N. M.; Gloor, E.; Mercado, L. M.
- Geoscientific Model Development, Vol. 7, Issue 4
Global patterns of plant leaf N and P in relation to temperature and latitude
journal, June 2004
- Reich, P. B.; Oleksyn, J.
- Proceedings of the National Academy of Sciences, Vol. 101, Issue 30
The worldwide leaf economics spectrum
journal, April 2004
- Wright, Ian J.; Reich, Peter B.; Westoby, Mark
- Nature, Vol. 428, Issue 6985
Global-scale environmental control of plant photosynthetic capacity
journal, December 2015
- Ali, Ashehad A.; Xu, Chonggang; Rogers, Alistair
- Ecological Applications, Vol. 25, Issue 8
Inclusion of ecologically based trait variation in plant functional types reduces the projected land carbon sink in an earth system model
journal, March 2015
- Verheijen, Lieneke M.; Aerts, Rien; Brovkin, Victor
- Global Change Biology, Vol. 21, Issue 8
Vegetation dynamics – simulating responses to climatic change
journal, January 1999
- Woodward, F. I.; Lomas, M. R.
- Biological Reviews, Vol. 79, Issue 3
The use and misuse of V c,max in Earth System Models
journal, April 2013
- Rogers, Alistair
- Photosynthesis Research, Vol. 119, Issue 1-2
A global study of relationships between leaf traits, climate and soil measures of nutrient fertility
journal, March 2009
- Ordoñez, Jenny C.; van Bodegom, Peter M.; Witte, Jan-Philip M.
- Global Ecology and Biogeography, Vol. 18, Issue 2
Constraining the Sheffield dynamic global vegetation model using stream-flow measurements in the United Kingdom
journal, December 2005
- Picard, G.; Woodward, F. I.; Lomas, M. R.
- Global Change Biology, Vol. 11, Issue 12
Plant functional types and climatic change: Introduction
journal, June 1996
- Woodward, F. Ian; Cramer, Wolfgang
- Journal of Vegetation Science, Vol. 7, Issue 3
Plant functional type classification for earth system models: results from the European Space Agency's Land Cover Climate Change Initiative
journal, January 2015
- Poulter, B.; MacBean, N.; Hartley, A.
- Geoscientific Model Development, Vol. 8, Issue 7
Balancing the costs of carbon gain and water transport: testing a new theoretical framework for plant functional ecology
journal, November 2013
- Prentice, I. Colin; Dong, Ning; Gleason, Sean M.
- Ecology Letters, Vol. 17, Issue 1
Vegetation classification by reference to strategies
journal, July 1974
- Grime, J. P.
- Nature, Vol. 250, Issue 5461
TRY - a global database of plant traits: TRY - A GLOBAL DATABASE OF PLANT TRAITS
journal, June 2011
- Kattge, J.; DÍAz, S.; Lavorel, S.
- Global Change Biology, Vol. 17, Issue 9
Spatiotemporal patterns of terrestrial gross primary production: A review: GPP Spatiotemporal Patterns
journal, August 2015
- Anav, Alessandro; Friedlingstein, Pierre; Beer, Christian
- Reviews of Geophysics, Vol. 53, Issue 3
Co-limitation of photosynthetic capacity by nitrogen and phosphorus in West Africa woodlands: Nutrients constraints on photosynthesis in African woodlands
journal, January 2010
- Domingues, Tomas Ferreira; Meir, Patrick; Feldpausch, Ted R.
- Plant, Cell & Environment, Vol. 33, Issue 6
Groundwater use for irrigation – a global inventory
journal, January 2010
- Siebert, S.; Burke, J.; Faures, J. M.
- Hydrology and Earth System Sciences, Vol. 14, Issue 10
Where does the carbon go? A model-data intercomparison of vegetation carbon allocation and turnover processes at two temperate forest free-air CO 2 enrichment sites
journal, May 2014
- De Kauwe, Martin G.; Medlyn, Belinda E.; Zaehle, Sönke
- New Phytologist, Vol. 203, Issue 3
Facets of uncertainty: epistemic uncertainty, non-stationarity, likelihood, hypothesis testing, and communication
journal, May 2016
- Beven, Keith
- Hydrological Sciences Journal, Vol. 61, Issue 9
New methods for the retrieval of chlorophyll red fluorescence from hyperspectral satellite instruments: simulations and
application to GOME-2 and SCIAMACHY
journal, January 2016
- Joiner, Joanna; Yoshida, Yasuko; Guanter, Luis
- Atmospheric Measurement Techniques, Vol. 9, Issue 8
Evaluation of 11 terrestrial carbon-nitrogen cycle models against observations from two temperate Free-Air CO 2 Enrichment studies
journal, January 2014
- Zaehle, Sönke; Medlyn, Belinda E.; De Kauwe, Martin G.
- New Phytologist, Vol. 202, Issue 3
Next-generation dynamic global vegetation models: learning from community ecology
journal, March 2013
- Scheiter, Simon; Langan, Liam; Higgins, Steven I.
- New Phytologist, Vol. 198, Issue 3
The seasonal cycle of satellite chlorophyll fluorescence observations and its relationship to vegetation phenology and ecosystem atmosphere carbon exchange
journal, September 2014
- Joiner, J.; Yoshida, Y.; Vasilkov, A. P.
- Remote Sensing of Environment, Vol. 152
Temperature response of parameters of a biochemically based model of photosynthesis. II. A review of experimental data
journal, September 2002
- Medlyn, B. E.; Dreyer, E.; Ellsworth, D.
- Plant, Cell and Environment, Vol. 25, Issue 9
Going beyond limitations of plant functional types when predicting global ecosystem-atmosphere fluxes: exploring the merits of traits-based approaches: Merits of traits-based vegetation modelling
journal, December 2011
- Van Bodegom, P. M.; Douma, J. C.; Witte, J. P. M.
- Global Ecology and Biogeography, Vol. 21, Issue 6
Effects of parameter uncertainties on the modeling of terrestrial biosphere dynamics: PARAMETER-BASED UNCERTAINTY OF A DGVM
journal, September 2005
- Zaehle, S.; Sitch, S.; Smith, B.
- Global Biogeochemical Cycles, Vol. 19, Issue 3
The Jena Diversity-Dynamic Global Vegetation Model (JeDi-DGVM): a diverse approach to representing terrestrial biogeography and biogeochemistry based on plant functional trade-offs
journal, January 2012
- Pavlick, R.; Drewry, D. T.; Bohn, K.
- Biogeosciences Discussions, Vol. 9, Issue 4
Carbon cost of plant nitrogen acquisition: A mechanistic, globally applicable model of plant nitrogen uptake, retranslocation, and fixation: CARBON COST OF PLANT N ACQUISITION
journal, March 2010
- Fisher, J. B.; Sitch, S.; Malhi, Y.
- Global Biogeochemical Cycles, Vol. 24, Issue 1
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
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
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
The Jena Diversity-Dynamic Global Vegetation Model (JeDi-DGVM): a diverse approach to representing terrestrial biogeography and biogeochemistry based on plant functional trade-offs
journal, January 2013
- Pavlick, R.; Drewry, D. T.; Bohn, K.
- Biogeosciences, Vol. 10, Issue 6
Mesophyll conductance variations in response to diurnal environmental factors in Myrcia paivae and Minquartia guianensis in Central Amazonia
journal, June 2013
- Nascimento, H. C. S.; Marenco, R. A.
- Photosynthetica, Vol. 51, Issue 3
Global patterns of land-atmosphere fluxes of carbon dioxide, latent heat, and sensible heat derived from eddy covariance, satellite, and meteorological observations
journal, January 2011
- Jung, Martin; Reichstein, Markus; Margolis, Hank A.
- Journal of Geophysical Research, Vol. 116
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
Modeling the carbon cost of plant nitrogen acquisition: Mycorrhizal trade-offs and multipath resistance uptake improve predictions of retranslocation: Carbon cost of mycorrhizae
journal, August 2014
- Brzostek, Edward R.; Fisher, Joshua B.; Phillips, Richard P.
- Journal of Geophysical Research: Biogeosciences, Vol. 119, Issue 8
Causes and implications of persistent atmospheric carbon dioxide biases in Earth System Models
journal, February 2014
- Hoffman, F. M.; Randerson, J. T.; Arora, V. K.
- Journal of Geophysical Research: Biogeosciences, Vol. 119, Issue 2
Comprehensive ecosystem model-data synthesis using multiple data sets at two temperate forest free-air CO 2 enrichment experiments: Model performance at ambient CO 2 concentration : FACE MODEL-DATA SYNTHESIS
journal, May 2014
- Walker, Anthony P.; Hanson, Paul J.; De Kauwe, Martin G.
- Journal of Geophysical Research: Biogeosciences, Vol. 119, Issue 5
Assessing the generality of global leaf trait relationships
journal, February 2005
- Wright, Ian J.; Reich, Peter B.; Cornelissen, Johannes H. C.
- New Phytologist, Vol. 166, Issue 2
Mycorrhizas in Ecosystems
journal, January 1994
- Pedersen, Christian T.
- Soil Science, Vol. 157, Issue 2
Plant functional type classification for Earth System Models: results from the European Space Agency's Land Cover Climate Change Initiative
journal, January 2015
- Poulter, B.; MacBean, N.; Hartley, A.
- Geoscientific Model Development Discussions, Vol. 8, Issue 1
Groundwater use for irrigation – a global inventory
journal, January 2010
- Siebert, S.; Burke, J.; Faures, J. M.
- Hydrology and Earth System Sciences Discussions, Vol. 7, Issue 3
Global-scale environmental control of plant photosynthetic capacity
journal, December 2015
- Ali, Ashehad A.; Xu, Chonggang; Rogers, Alistair
- Ecological Applications, Vol. 25, Issue 8
Works referencing / citing this record:
The multi-assumption architecture and testbed (MAAT v1.0): R code for generating ensembles with dynamic model structure and analysis of epistemic uncertainty from multiple sources
journal, January 2018
- Walker, Anthony P.; Ye, Ming; Lu, Dan
- Geoscientific Model Development, Vol. 11, Issue 8
Global Carbon Budget 2018
journal, January 2018
- Le Quéré, Corinne; Andrew, Robbie M.; Friedlingstein, Pierre
- Earth System Science Data, Vol. 10, Issue 4
Model parameterization to represent processes at unresolved scales and changing properties of evolving systems
journal, January 2020
- Luo, Yiqi; Schuur, Edward A. G.
- Global Change Biology, Vol. 26, Issue 3
Global Carbon Budget 2019
journal, January 2019
- Friedlingstein, Pierre; Jones, Matthew W.; O'Sullivan, Michael
- Earth System Science Data, Vol. 11, Issue 4
Estimating global gross primary productivity using chlorophyll fluorescence and a data assimilation system with the BETHY-SCOPE model
journal, January 2019
- Norton, Alexander J.; Rayner, Peter J.; Koffi, Ernest N.
- Biogeosciences, Vol. 16, Issue 15
Global Carbon Budget 2017
journal, January 2018
- Le Quéré, Corinne; Andrew, Robbie M.; Friedlingstein, Pierre
- Earth System Science Data, Vol. 10, Issue 1
ORCHIDEE-PEAT (revision 4596), a model for northern peatland CO2, water, and energy fluxes on daily to annual scales
journal, January 2018
- Qiu, Chunjing; Zhu, Dan; Ciais, Philippe
- Geoscientific Model Development, Vol. 11, Issue 2
Carbon–nitrogen coupling under three schemes of model representation: a traceability analysis
journal, January 2018
- Du, Zhenggang; Weng, Ensheng; Jiang, Lifen
- Geoscientific Model Development, Vol. 11, Issue 11
Impact of the 2015/2016 El Niño on the terrestrial carbon cycle constrained by bottom-up and top-down approaches
journal, October 2018
- Bastos, Ana; Friedlingstein, Pierre; Sitch, Stephen
- Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 373, Issue 1760
Improved estimates of global terrestrial photosynthesis using information on leaf chlorophyll content
journal, April 2019
- Luo, Xiangzhong; Croft, Holly; Chen, Jing M.
- Global Change Biology
Vegetation Functional Properties Determine Uncertainty of Simulated Ecosystem Productivity: A Traceability Analysis in the East Asian Monsoon Region
journal, June 2019
- Cui, Erqian; Huang, Kun; Arain, Muhammad Altaf
- Global Biogeochemical Cycles, Vol. 33, Issue 6
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
Leaf-level photosynthetic capacity dynamics in relation to soil and foliar nutrients along forest–savanna boundaries in Ghana and Brazil
journal, November 2018
- Gvozdevaite, Agne; Oliveras, Imma; Domingues, Tomas Ferreira
- Tree Physiology, Vol. 38, Issue 12
Leaf reflectance spectroscopy captures variation in carboxylation capacity across species, canopy environment and leaf age in lowland moist tropical forests
journal, June 2019
- Wu, Jin; Rogers, Alistair; Albert, Loren P.
- New Phytologist, Vol. 224, Issue 2
Leaf-level photosynthetic capacity dynamics in relation to soil and foliar nutrients along forest–savanna boundaries in Ghana and Brazil
journal, December 2018
- Gvozdevaite, Agne; Oliveras, Imma; Domingues, Tomas Ferreira
- Tree Physiology, Vol. 38, Issue 12
Global carbon budget 2019
text, January 2019
- Pierre, Friedlingstein,; W., Jones, Matthew; Michael, O'Sullivan,
- ETH Zurich
Global Carbon Budget 2017
text, January 2018
- Le Quéré, C.; Andrew, R. M.; Friedlingstein, P.
- Karlsruhe
Impact of the 2015/2016 El Niño on the terrestrial carbon cycle constrained by bottom-up and top-down approaches
text, January 2018
- Bastos, Ana; Friedlingstein, Pierre; Sitch, Stephen
- Royal Society of London
Global Carbon Budget 2018
text, January 2018
- Le Quéré, Corinne; Andrew, Robbie M.; Friedlingstein, Pierre
- Copernicus Publications
A derivation error that affects carbon balance models exists in the current implementation of the modified Arrhenius function
journal, September 2020
- Murphy, Bridget K.; Stinziano, Joseph R.
- New Phytologist, Vol. 231, Issue 6
Global carbon budget 2019
text, January 2019
- Friedlingstein, P.; Jones, M. W.; O’Sullivan, M.
- Karlsruhe
ORCHIDEE-PEAT (revision 4596), a model for northern peatland CO2, water, and energy fluxes on daily to annual scales
text, January 2018
- Qiu, Chunjing; Zhu, Dan; Ciais, Philippe
- Karlsruhe
Estimating global gross primary productivity using chlorophyll
fluorescence and a data assimilation system with the
BETHY-SCOPE model
journal, June 2018
- Norton, Alexander J.; Rayner, Peter J.; Koffi, Ernest N.
- Biogeosciences Discussions
Global Carbon Budget 2019
text, January 2019
- Friedlingstein, Pierre; Jones, Matthew W.; Michael, O&Apos;Sullivan,
- Copernicus Publications
Direct and seasonal legacy effects of the 2018 heat wave and drought on European ecosystem productivity
journal, June 2020
- Bastos, A.; Ciais, P.; Friedlingstein, P.
- Science Advances, Vol. 6, Issue 24
Carbon–nitrogen coupling under three schemes of model representation: a traceability analysis
journal, January 2018
- Du, Zhenggang; Weng, Ensheng; Jiang, Lifen
- Geoscientific Model Development, Vol. 11, Issue 11