Search Menu
DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information
Search Scholarly Publications

Title: Environment-sensitivity functions for gross primary productivity in light use efficiency models

Abstract

The sensitivity of photosynthesis to environmental changes is essential for understanding carbon cycle responses to global climate change and for the development of modeling approaches that explains its spatial and temporal variability. We collected a large variety of published sensitivity functions of gross primary productivity (GPP) to different forcing variables to assess the response of GPP to environmental factors. These include the responses of GPP to temperature; vapor pressure deficit, some of which include the response to atmospheric CO2 concentrations; soil water availability (W); light intensity; and cloudiness. These functions were combined in a full factorial light use efficiency (LUE) model structure, leading to a collection of 5600 distinct LUE models. Each model was optimized against daily GPP and evapotranspiration fluxes from 196 FLUXNET sites and ranked across sites based on a bootstrap approach. The GPP sensitivity to each environmental factor, including CO2 fertilization, was shown to be significant, and that none of the previously published model structures performed as well as the best model selected. From daily and weekly to monthly scales, the best model's median Nash-Sutcliffe model efficiency across sites was 0.73, 0.79 and 0.82, respectively, but poorer at annual scales (0.23), emphasizing the common limitation of currentmore » models in describing the interannual variability of GPP. Although the best global model did not match the local best model at each site, the selection was robust across ecosystem types. The contribution of light saturation and cloudiness to GPP was observed across all biomes (from 23% to 43%). Temperature and W dominates GPP and LUE but responses of GPP to temperature and W are lagged in cold and arid ecosystems, respectively. The findings of this study provide a foundation towards more robust LUE-based estimates of global GPP and may provide a benchmark for other empirical GPP products.« less

Authors:
 [1];  [1];  [1];  [2];  [3];  [4];  [1];  [5];  [6];  [1];  [7];  [8];  [1];  [9];  [10];  [11];  [12]
+ Show Author Affiliations
  1. Max Planck Institute for Biogeochemistry, Jena (Germany)
  2. Universite de Lorraine (France)
  3. Technical Univ. of Denmark, Lyngby (Denmark)
  4. Max Planck Institute for Biogeochemistry, Jena (Germany); Wageningen Univ. (Netherlands)
  5. Max Planck Institute for Biogeochemistry, Jena (Germany); Czech Academy of Sciences (CAS) (Czech Republic). Global Change Research Institute
  6. Univ. of Valencia (Spain)
  7. Univ. of Innsbruck (Austria)
  8. University of Technology Sydney (Australia)
  9. Univ. of Queensland (Australia); Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra, ACT (Australia)
  10. Agroscope, Zurich (Switzerland)
  11. Wageningen Univ. (Netherlands)
  12. Max Planck Institute for Biogeochemistry, Jena (Germany); Universidade Nova de Lisboa (Portugal)
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). AmeriFlux
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1981531
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Agricultural and Forest Meteorology
Additional Journal Information:
Journal Volume: 312; Journal Issue: C; Journal ID: ISSN 0168-1923
Publisher:
Elsevier
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Carbon assimilation; Radiation use efficiency; Model comparison; Model equifinality; Diffuse fraction; Sensitivity formulations; Randomly sampled sites; Temporal scales

Citation Formats

Bao, Shanning, Wutzler, Thomas, Koirala, Sujan, Cuntz, Matthias, Ibrom, Andreas, Besnard, Simon, Walther, Sophia, Šigut, Ladislav, Moreno, Alvaro, Weber, Ulrich, Wohlfahrt, Georg, Cleverly, Jamie, Migliavacca, Mirco, Woodgate, William, Merbold, Lutz, Veenendaal, Elmar, and Carvalhais, Nuno. Environment-sensitivity functions for gross primary productivity in light use efficiency models. United States: N. p., 2021. Web. doi:10.1016/j.agrformet.2021.108708.
Copy to clipboard
Bao, Shanning, Wutzler, Thomas, Koirala, Sujan, Cuntz, Matthias, Ibrom, Andreas, Besnard, Simon, Walther, Sophia, Šigut, Ladislav, Moreno, Alvaro, Weber, Ulrich, Wohlfahrt, Georg, Cleverly, Jamie, Migliavacca, Mirco, Woodgate, William, Merbold, Lutz, Veenendaal, Elmar, & Carvalhais, Nuno. Environment-sensitivity functions for gross primary productivity in light use efficiency models. United States. https://doi.org/10.1016/j.agrformet.2021.108708
Copy to clipboard
Bao, Shanning, Wutzler, Thomas, Koirala, Sujan, Cuntz, Matthias, Ibrom, Andreas, Besnard, Simon, Walther, Sophia, Šigut, Ladislav, Moreno, Alvaro, Weber, Ulrich, Wohlfahrt, Georg, Cleverly, Jamie, Migliavacca, Mirco, Woodgate, William, Merbold, Lutz, Veenendaal, Elmar, and Carvalhais, Nuno. Fri . "Environment-sensitivity functions for gross primary productivity in light use efficiency models". United States. https://doi.org/10.1016/j.agrformet.2021.108708. https://www.osti.gov/servlets/purl/1981531.
Copy to clipboard
@article{osti_1981531,
title = {Environment-sensitivity functions for gross primary productivity in light use efficiency models},
author = {Bao, Shanning and Wutzler, Thomas and Koirala, Sujan and Cuntz, Matthias and Ibrom, Andreas and Besnard, Simon and Walther, Sophia and Šigut, Ladislav and Moreno, Alvaro and Weber, Ulrich and Wohlfahrt, Georg and Cleverly, Jamie and Migliavacca, Mirco and Woodgate, William and Merbold, Lutz and Veenendaal, Elmar and Carvalhais, Nuno},
abstractNote = {The sensitivity of photosynthesis to environmental changes is essential for understanding carbon cycle responses to global climate change and for the development of modeling approaches that explains its spatial and temporal variability. We collected a large variety of published sensitivity functions of gross primary productivity (GPP) to different forcing variables to assess the response of GPP to environmental factors. These include the responses of GPP to temperature; vapor pressure deficit, some of which include the response to atmospheric CO2 concentrations; soil water availability (W); light intensity; and cloudiness. These functions were combined in a full factorial light use efficiency (LUE) model structure, leading to a collection of 5600 distinct LUE models. Each model was optimized against daily GPP and evapotranspiration fluxes from 196 FLUXNET sites and ranked across sites based on a bootstrap approach. The GPP sensitivity to each environmental factor, including CO2 fertilization, was shown to be significant, and that none of the previously published model structures performed as well as the best model selected. From daily and weekly to monthly scales, the best model's median Nash-Sutcliffe model efficiency across sites was 0.73, 0.79 and 0.82, respectively, but poorer at annual scales (0.23), emphasizing the common limitation of current models in describing the interannual variability of GPP. Although the best global model did not match the local best model at each site, the selection was robust across ecosystem types. The contribution of light saturation and cloudiness to GPP was observed across all biomes (from 23% to 43%). Temperature and W dominates GPP and LUE but responses of GPP to temperature and W are lagged in cold and arid ecosystems, respectively. The findings of this study provide a foundation towards more robust LUE-based estimates of global GPP and may provide a benchmark for other empirical GPP products.},
doi = {10.1016/j.agrformet.2021.108708},
journal = {Agricultural and Forest Meteorology},
number = C,
volume = 312,
place = {United States},
year = {Fri Nov 19 00:00:00 EST 2021},
month = {Fri Nov 19 00:00:00 EST 2021}
}
Copy to clipboard
Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1016/j.agrformet.2021.108708
Copyright Statement
Other availability
Search WorldCat Search WorldCat to find libraries that may hold this journal
Save / Share:
Export Metadata
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:

AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons
journal, August 2010

  • Burnham, Kenneth P.; Anderson, David R.; Huyvaert, Kathryn P.
  • Behavioral Ecology and Sociobiology, Vol. 65, Issue 1
  • DOI: 10.1007/s00265-010-1029-6

Development of a two-leaf light use efficiency model for improving the calculation of terrestrial gross primary productivity
journal, May 2013

ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions
journal, December 2017

Identification of a general light use efficiency model for gross primary production
journal, January 2011

The seasonal temperature dependency of photosynthesis and respiration in two deciduous forests
journal, April 2004

Intercomparison of MODIS albedo retrievals and in situ measurements across the global FLUXNET network
journal, June 2012

  • Cescatti, Alessandro; Marcolla, Barbara; Santhana Vannan, Suresh K.
  • Remote Sensing of Environment, Vol. 121
  • DOI: 10.1016/j.rse.2012.02.019

The role of sky conditions on gross primary production in a mixed deciduous forest
journal, July 2011

Physiological basis of the light use efficiency model
journal, March 1998

Productivity and evapotranspiration of two contrasting semiarid ecosystems following the 2011 global carbon land sink anomaly
journal, April 2016

Spatial extrapolation of light use efficiency model parameters to predict gross primary production: SPATIAL EXTRAPOLATION OF LUE MODEL PARAMETERS
journal, April 2011

  • Horn, J. E.; Schulz, K.
  • Journal of Advances in Modeling Earth Systems, Vol. 3, Issue 4
  • DOI: 10.1029/2011MS000070

Evaluation of Collections 4 and 5 of the MODIS Gross Primary Productivity product and algorithm improvement at a tropical savanna site in northern Australia
journal, September 2009

  • Kanniah, K. D.; Beringer, J.; Hutley, L. B.
  • Remote Sensing of Environment, Vol. 113, Issue 9
  • DOI: 10.1016/j.rse.2009.04.013

A methodology to derive global maps of leaf traits using remote sensing and climate data
journal, December 2018

  • Moreno-Martínez, Álvaro; Camps-Valls, Gustau; Kattge, Jens
  • Remote Sensing of Environment, Vol. 218
  • DOI: 10.1016/j.rse.2018.09.006

Deciphering the components of regional net ecosystem fluxes following a bottom-up approach for the Iberian Peninsula
journal, January 2010

On the direct effect of clouds and atmospheric particles on the productivity and structure of vegetation
journal, September 2001

  • Roderick, Michael L.; Farquhar, Graham D.; Berry, Sandra L.
  • Oecologia, Vol. 129, Issue 1
  • DOI: 10.1007/s004420100760

Improved light and temperature responses for light-use-efficiency-based GPP models
journal, January 2013

Variation in photosynthetic light-use efficiency in a mountainous tropical rain forest in Indonesia
journal, April 2008

Global forest carbon uptake due to nitrogen and phosphorus deposition from 1850 to 2100
journal, June 2017

  • Wang, Rong; Goll, Daniel; Balkanski, Yves
  • Global Change Biology, Vol. 23, Issue 11
  • DOI: 10.1111/gcb.13766

Influence of physiological phenology on the seasonal pattern of ecosystem respiration in deciduous forests
journal, August 2014

  • Migliavacca, Mirco; Reichstein, Markus; Richardson, Andrew D.
  • Global Change Biology, Vol. 21, Issue 1
  • DOI: 10.1111/gcb.12671

Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate
journal, July 2010

Estimation and Accuracy After Model Selection
journal, July 2014

Variations in the influence of diffuse light on gross primary productivity in temperate ecosystems
journal, February 2015

P-model v1.0: an optimality-based light use efficiency model for simulating ecosystem gross primary production
journal, January 2020

  • Stocker, Benjamin D.; Wang, Han; Smith, Nicholas G.
  • Geoscientific Model Development, Vol. 13, Issue 3
  • DOI: 10.5194/gmd-13-1545-2020

A carbon sink-driven approach to estimate gross primary production from microwave satellite observations
journal, August 2019

  • Teubner, Irene E.; Forkel, Matthias; Camps-Valls, Gustau
  • Remote Sensing of Environment, Vol. 229
  • DOI: 10.1016/j.rse.2019.04.022

The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
journal, July 2020

Terrestrial biosphere model performance for inter-annual variability of land-atmosphere CO2 exchange
journal, March 2012

Responses of net ecosystem exchanges of carbon dioxide to changes in cloudiness: Results from two North American deciduous forests
journal, December 1999

  • Gu, Lianhong; Fuentes, Jose D.; Shugart, Herman H.
  • Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D24
  • DOI: 10.1029/1999JD901068

Effects of canopy photosynthesis saturation on the estimation of gross primary productivity from MODIS data in a tropical forest
journal, June 2012

On the Kolmogorov-Smirnov Test for Normality with Mean and Variance Unknown
journal, June 1967

The role of isohydric and anisohydric species in determining ecosystem-scale response to severe drought
journal, July 2015

Towards a universal model for carbon dioxide uptake by plants
journal, September 2017

A Novel Diffuse Fraction‐Based Two‐Leaf Light Use Efficiency Model: An Application Quantifying Photosynthetic Seasonality across 20 AmeriFlux Flux Tower Sites
journal, October 2017

  • Yan, Hao; Wang, Shao‐Qiang; Yu, Kai‐Liang
  • Journal of Advances in Modeling Earth Systems, Vol. 9, Issue 6
  • DOI: 10.1002/2016MS000886

Constraints to growth of boreal forests
journal, June 2000

Land Surface Water Index (LSWI) response to rainfall and NDVI using the MODIS Vegetation Index product
journal, August 2010

  • Chandrasekar, K.; Sesha Sai, M. V. R.; Roy, P. S.
  • International Journal of Remote Sensing, Vol. 31, Issue 15
  • DOI: 10.1080/01431160802575653

Impact of changes in diffuse radiation on the global land carbon sink
journal, April 2009

  • Mercado, Lina M.; Bellouin, Nicolas; Sitch, Stephen
  • Nature, Vol. 458, Issue 7241
  • DOI: 10.1038/nature07949

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

Contrasting responses of gross primary productivity to precipitation events in a water-limited and a temperature-limited grassland ecosystem
journal, December 2015

Interannual variation of terrestrial carbon cycle: Issues and perspectives
journal, November 2019

  • Piao, Shilong; Wang, Xuhui; Wang, Kai
  • Global Change Biology, Vol. 26, Issue 1
  • DOI: 10.1111/gcb.14884

Quantifying soil moisture impacts on light use efficiency across biomes
journal, March 2018

  • Stocker, Benjamin D.; Zscheischler, Jakob; Keenan, Trevor F.
  • New Phytologist, Vol. 218, Issue 4
  • DOI: 10.1111/nph.15123

Widespread inhibition of daytime ecosystem respiration
journal, February 2019

  • Keenan, Trevor F.; Migliavacca, Mirco; Papale, Dario
  • Nature Ecology & Evolution, Vol. 3, Issue 3
  • DOI: 10.1038/s41559-019-0809-2

Projected land photosynthesis constrained by changes in the seasonal cycle of atmospheric CO2
journal, September 2016

  • Wenzel, Sabrina; Cox, Peter M.; Eyring, Veronika
  • Nature, Vol. 538, Issue 7626
  • DOI: 10.1038/nature19772

Environmental controls over carbon dioxide and water vapor exchange of terrestrial vegetation
journal, December 2002

Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests
journal, February 2019

Perspectives on the Future of Land Surface Models and the Challenges of Representing Complex Terrestrial Systems
journal, April 2020

  • Fisher, Rosie A.; Koven, Charles D.
  • Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 4
  • DOI: 10.1029/2018MS001453

Estimation of global leaf area index and absorbed par using radiative transfer models
journal, January 1997

  • Myneni, R. B.; Ramakrishna, R.; Nemani, R.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 35, Issue 6
  • DOI: 10.1109/36.649788

Photosynthesis limitations during water stress acclimation and recovery in the drought-adapted Vitis hybrid Richter-110 (V. berlandieri×V. rupestris)
journal, April 2009

  • Flexas, Jaume; Barón, Matilde; Bota, Josefina
  • Journal of Experimental Botany, Vol. 60, Issue 8
  • DOI: 10.1093/jxb/erp069

Extending the range of applicability of the semi‐empirical ecosystem flux model PRELES for varying forest types and climate
journal, March 2020

  • Tian, Xianglin; Minunno, Francesco; Cao, Tianjian
  • Global Change Biology, Vol. 26, Issue 5
  • DOI: 10.1111/gcb.14992

Net carbon ecosystem exchange during 24 years in the Sorø Beech Forest – relations to phenology and climate
journal, January 2020

Simulation of Gross Primary Productivity Using Multiple Light Use Efficiency Models
journal, March 2021

Satellite-based modeling of gross primary production in an evergreen needleleaf forest
journal, February 2004

  • Xiao, Xiangming; Hollinger, David; Aber, John
  • Remote Sensing of Environment, Vol. 89, Issue 4
  • DOI: 10.1016/j.rse.2003.11.008

In vivo temperature response functions of parameters required to model RuBP-limited photosynthesis
journal, September 2003

Relationships between net primary productivity and forest stand age in U.S. forests: NPP-AGE RELATIONSHIPS FOR U.S. FORESTS
journal, August 2012

  • He, Liming; Chen, Jing M.; Pan, Yude
  • Global Biogeochemical Cycles, Vol. 26, Issue 3
  • DOI: 10.1029/2010GB003942

A new formula for latent heat of vaporization of water as a function of temperature
journal, October 1984

  • Henderson-Sellers, B.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 110, Issue 466
  • DOI: 10.1002/qj.49711046626

Woody plant encroachment facilitated by increased precipitation intensity
journal, May 2013

  • Kulmatiski, Andrew; Beard, Karen H.
  • Nature Climate Change, Vol. 3, Issue 9
  • DOI: 10.1038/nclimate1904

Asymmetric sensitivity of ecosystem carbon and water processes in response to precipitation change in a semi-arid steppe
journal, March 2017

Limitations of nitrogen and phosphorous on the terrestrial carbon uptake in the 20th century
journal, November 2011

  • Zhang, Q.; Wang, Y. P.; Pitman, A. J.
  • Geophysical Research Letters, Vol. 38, Issue 22
  • DOI: 10.1029/2011GL049244

Climatic factors controlling the productivity of Norway spruce: A model-based analysis
journal, October 1998

Modelling five years of weather-driven variation of GPP in a boreal forest
journal, October 2006

A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production
journal, January 2004

ATMOSPHERIC SCIENCE: Pinatubo, Diffuse Light, and the Carbon Cycle
journal, March 2003

Simple scaling of photosynthesis from leaves to canopies without the errors of big-leaf models
journal, May 1997

Atmospheric deposition, CO2, and change in the land carbon sink
journal, August 2017

The BETHY/JSBACH Carbon Cycle Data Assimilation System: experiences and challenges: BETHY/JSBACH CCDAS
journal, October 2013

  • Kaminski, T.; Knorr, W.; Schürmann, G.
  • Journal of Geophysical Research: Biogeosciences, Vol. 118, Issue 4
  • DOI: 10.1002/jgrg.20118

Carbon–water flux coupling under progressive drought
journal, January 2019

Estimation of carbon mass fluxes over Europe using the C-Fix model and Euroflux data
journal, December 2002

Decomposing sources of uncertainty in climate change projections of boreal forest primary production
journal, November 2018

Bayesian optimization of a light use efficiency model for the estimation of daily gross primary productivity in a range of Italian forest ecosystems
journal, June 2015

Acclimation of photosynthetic capacity in Scots pine to the annual cycle of temperature
journal, April 2004

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
  • DOI: 10.1111/gcb.14939

Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms
journal, January 2016

  • Tramontana, Gianluca; Jung, Martin; Schwalm, Christopher R.
  • Biogeosciences, Vol. 13, Issue 14
  • DOI: 10.5194/bg-13-4291-2016

Prophecy, reality and uncertainty in distributed hydrological modelling
journal, January 1993

Seasonal patterns and environmental control of carbon dioxide and water vapour exchange in an ecotonal boreal forest
journal, December 1999

Air temperature triggers the recovery of evergreen boreal forest photosynthesis in spring
journal, October 2003

New developments and applications in the ANUCLIM spatial climatic and bioclimatic modelling package
journal, February 2013

Modeling the interannual variability and trends in gross and net primary productivity of tropical forests from 1982 to 1999
journal, October 2005

SoilGrids250m: Global gridded soil information based on machine learning
journal, February 2017

Comparison of four light use efficiency models for estimating terrestrial gross primary production
journal, March 2015

Effects of soil warming during spring on photosynthetic recovery in boreal Norway spruce stands
journal, March 1999

Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes
journal, April 2014

  • Lazaro-Gredilla, Miguel; Titsias, Michalis K.; Verrelst, Jochem
  • IEEE Geoscience and Remote Sensing Letters, Vol. 11, Issue 4
  • DOI: 10.1109/LGRS.2013.2279695

Incorporating diffuse radiation into a light use efficiency and evapotranspiration model: An 11-year study in a high latitude deciduous forest
journal, January 2018

A critical appraisal of a combined stomatal-photosynthesis model for C3 plants
journal, April 1995

How eddy covariance flux measurements have contributed to our understanding of Global Change Biology
journal, September 2019

  • Baldocchi, Dennis D.
  • Global Change Biology, Vol. 26, Issue 1
  • DOI: 10.1111/gcb.14807

Trends and controls of terrestrial gross primary productivity of China during 2000–2016
journal, August 2019

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.
journal, July 1964

  • Savitzky, Abraham.; Golay, M. J. E.
  • Analytical Chemistry, Vol. 36, Issue 8
  • DOI: 10.1021/ac60214a047

On the Assessment of Surface Heat Flux and Evaporation Using Large-Scale Parameters
journal, February 1972

Computing a Trust Region Step
journal, September 1983

  • Moré, Jorge J.; Sorensen, D. C.
  • SIAM Journal on Scientific and Statistical Computing, Vol. 4, Issue 3
  • DOI: 10.1137/0904038

Implications of the carbon cycle steady state assumption for biogeochemical modeling performance and inverse parameter retrieval: STEADY STATE EFFECTS ON C FLUX MODELING
journal, April 2008

  • Carvalhais, Nuno; Reichstein, Markus; Seixas, Júlia
  • Global Biogeochemical Cycles, Vol. 22, Issue 2
  • DOI: 10.1029/2007GB003033

Carbon dioxide fluxes in a southern plains prairie
journal, August 2001

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
  • DOI: 10.1002/2015RG000483

Simulation-based model selection for dynamical systems in systems and population biology
journal, October 2009

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
  • DOI: 10.1111/nph.12697

Sensitivity of gross primary productivity to climatic drivers during the summer drought of 2018 in Europe
journal, September 2020

  • Fu, Zheng; Ciais, Philippe; Bastos, Ana
  • Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 375, Issue 1810
  • DOI: 10.1098/rstb.2019.0747

Accounting for carbon and nitrogen interactions in the global terrestrial ecosystem model ORCHIDEE (trunk version, rev 4999): multi-scale evaluation of gross primary production
journal, January 2019

  • Vuichard, Nicolas; Messina, Palmira; Luyssaert, Sebastiaan
  • Geoscientific Model Development, Vol. 12, Issue 11
  • DOI: 10.5194/gmd-12-4751-2019

Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems
journal, July 2008

  • Toni, Tina; Welch, David; Strelkowa, Natalja
  • Journal of The Royal Society Interface, Vol. 6, Issue 31
  • DOI: 10.1098/rsif.2008.0172

Temperature response of parameters of a biochemically based model of photosynthesis. II. A review of experimental data
journal, September 2002

Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach
journal, January 2020

  • Jung, Martin; Schwalm, Christopher; Migliavacca, Mirco
  • Biogeosciences, Vol. 17, Issue 5
  • DOI: 10.5194/bg-17-1343-2020

On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm
journal, September 2005

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
  • DOI: 10.1038/nclimate2879

Reduced carbon sequestration in terrestrial ecosystems under overcast skies compared to clear skies
journal, September 2008

A diagnostic carbon flux model to monitor the effects of disturbance and interannual variation in climate on regional NEP
journal, January 2006

A comparative analysis of simulated and observed photosynthetic CO2 uptake in two coniferous forest canopies
journal, July 2006

A comparison of techniques for the estimation of model prediction uncertainty
journal, February 1999

Terrestrial ecosystem production: A process model based on global satellite and surface data
journal, December 1993

  • Potter, Christopher S.; Randerson, James T.; Field, Christopher B.
  • Global Biogeochemical Cycles, Vol. 7, Issue 4
  • DOI: 10.1029/93GB02725

Understanding terrestrial water storage variations in northern latitudes across scales
journal, January 2018

  • Trautmann, Tina; Koirala, Sujan; Carvalhais, Nuno
  • Hydrology and Earth System Sciences, Vol. 22, Issue 7
  • DOI: 10.5194/hess-22-4061-2018

Global comparison of light use efficiency models for simulating terrestrial vegetation gross primary production based on the LaThuile database
journal, July 2014

Approximate Bayesian Computation in Population Genetics
journal, December 2002

Solar Radiation and Productivity in Tropical Ecosystems
journal, December 1972

  • Monteith, J. L.
  • The Journal of Applied Ecology, Vol. 9, Issue 3
  • DOI: 10.2307/2401901

Deriving a light use efficiency model from eddy covariance flux data for predicting daily gross primary production across biomes
journal, April 2007

FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities
journal, November 2001

Evaluation of MODIS NPP and GPP products across multiple biomes
journal, June 2006

  • Turner, David P.; Ritts, William D.; Cohen, Warren B.
  • Remote Sensing of Environment, Vol. 102, Issue 3-4
  • DOI: 10.1016/j.rse.2006.02.017

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
  • DOI: 10.1007/BF00386231

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
  • DOI: 10.1029/2010JG001566

A global moderate resolution dataset of gross primary production of vegetation for 2000–2016
journal, October 2017

    Sort by:
    [ × clear filter / sort ]

    Similar Records in DOE PAGES and OSTI.GOV collections: