Articles | Volume 9, issue 10
https://doi.org/10.5194/bg-9-3757-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/bg-9-3757-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Constraining a global ecosystem model with multi-site eddy-covariance data
S. Kuppel
Laboratoire des Sciences du Climat et de l'Environnement, UMR 8212 CEA-CNRS-UVSQ, 91191 Gif-sur-Yvette cedex, France
P. Peylin
Laboratoire de Biogéochimie et Ecologie des Milieux Continentaux, UMR 7618 CNRS-UPMC-INRA, Paris, France
Laboratoire des Sciences du Climat et de l'Environnement, UMR 8212 CEA-CNRS-UVSQ, 91191 Gif-sur-Yvette cedex, France
F. Chevallier
Laboratoire des Sciences du Climat et de l'Environnement, UMR 8212 CEA-CNRS-UVSQ, 91191 Gif-sur-Yvette cedex, France
C. Bacour
Noveltis, Parc Technologique du Canal, 2 avenue de l'Europe, 31520 Ramonville-Saint-Agne, France
F. Maignan
Laboratoire des Sciences du Climat et de l'Environnement, UMR 8212 CEA-CNRS-UVSQ, 91191 Gif-sur-Yvette cedex, France
A. D. Richardson
Department of Organismic and Evolutionary Biology, Harvard University, HUH, 22 Divinity avenue, Cambridge, MA 02138, USA
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- Global Sensitivity Analysis of the Historical Carbon Sink across Biomes R. Deepak et al.
- Simulating canopy carbonyl sulfide uptake of two forest stands through an improved ecosystem model and parameter optimization using an ensemble Kalman filter B. Chen et al.
- Bayesian inversions of a dynamic vegetation model at four European grassland sites J. Minet et al.
- Joint assimilation of eddy covariance flux measurements and FAPAR products over temperate forests within a process‐oriented biosphere model C. Bacour et al.
- Parameter calibration and stomatal conductance formulation comparison for boreal forests with adaptive population importance sampler in the land surface model JSBACH J. Mäkelä et al.
- Quantifying and Reducing Uncertainty in Global Carbon Cycle Predictions: Lessons and Perspectives From 15 Years of Data Assimilation Studies With the ORCHIDEE Terrestrial Biosphere Model N. MacBean et al.
- Unravelling the Effects of Tree-Size and Canopy Structural Complexity on Forest Productivity M. Toda et al.
84 citations as recorded by crossref.
- Land-surface parameter optimisation using data assimilation techniques: the adJULES system V1.0 N. Raoult et al.
- Constraining a terrestrial biosphere model with remotely sensed atmospheric carbon dioxide T. Kaminski et al.
- Toward Robust Parameterizations in Ecosystem‐Level Photosynthesis Models S. Bao et al.
- Optimising CH4 simulations from the LPJ-GUESS model v4.1 using an adaptive Markov chain Monte Carlo algorithm J. Kallingal et al.
- Age‐dependent forest carbon sink: Estimation via inverse modeling T. Zhou et al.
- Parameterization and sensitivity analysis of a process‐based terrestrial ecosystem model using adjoint method Q. Zhu & Q. Zhuang
- Contrasting responses of grassland water and carbon exchanges to climate change between Tibetan Plateau and Inner Mongolia D. Liu et al.
- Evaluation and uncertainty analysis of regional-scale CLM4.5 net carbon flux estimates H. Post et al.
- Spatial biases reduce the ability of Earth system models to simulate soil heterotrophic respiration fluxes B. Guenet et al.
- Ecosystem biogeochemistry model parameterization: Do more flux data result in a better model in predicting carbon flux? Q. Zhu & Q. Zhuang
- Evaluating the potential of large-scale simulations to predict carbon fluxes of terrestrial ecosystems over a European Eddy Covariance network M. Balzarolo et al.
- Exploring a hybrid ensemble–variational data assimilation technique (4DEnVar) with a simple ecosystem carbon model N. Douglas et al.
- Suitability of modelled and remotely sensed essential climate variables for monitoring Euro-Mediterranean droughts C. Szczypta et al.
- Assimilation of multiple datasets results in large differences in regional- to global-scale NEE and GPP budgets simulated by a terrestrial biosphere model C. Bacour et al.
- The comparison between single-point method and footprint-integrated validation method of the remote-sensing retrieval of evapotranspiration: a case study at Daman site Y. Zhou et al.
- Terrestrial CO2 exchange diagnosis using a peatland-optimized vegetation photosynthesis and respiration model (VPRM) for the Hudson Bay Lowlands O. Balogun et al.
- Improving North American terrestrial CO2 flux diagnosis using spatial structure in land surface model residuals T. Hilton et al.
- Global sensitivity analysis, probabilistic calibration, and predictive assessment for the data assimilation linked ecosystem carbon model C. Safta et al.
- Improving predictions of soil heterotrophic respiration: A parameter-optimized microbial model for alpine meadows in the three-river source region, Qinghai-Tibet plateau Y. Lu et al.
- A new stepwise carbon cycle data assimilation system using multiple data streams to constrain the simulated land surface carbon cycle P. Peylin et al.
- A new approach to optimal discretization of plant functional types in a process‐based ecosystem model with forest management: a case study for temperate conifers M. Peaucelle et al.
- The potential benefit of using forest biomass data in addition to carbon and water flux measurements to constrain ecosystem model parameters: Case studies at two temperate forest sites T. Thum et al.
- Observation and integrated Earth-system science: A roadmap for 2016–2025 A. Simmons et al.
- Ideas and perspectives: Beyond model evaluation – combining experiments and models to advance terrestrial ecosystem science S. Caldararu et al.
- Bayesian integration of flux tower data into a process-based simulator for quantifying uncertainty in simulated output R. Raj et al.
- Strong constraint on modelled global carbon uptake using solar-induced chlorophyll fluorescence data N. MacBean et al.
- Assimilation of NEON Observations Into a Process‐Based Carbon Cycle Model Reveals Divergent Mechanisms of Carbon Dynamics in Temperate Deciduous Forests C. Jung & O. Hararuk
- Assessing nitrogen controls on carbon, water and energy exchanges in major plant functional types across North America using a carbon and nitrogen coupled ecosystem model S. Huang et al.
- Quantifying the model structural error in carbon cycle data assimilation systems S. Kuppel et al.
- Improving Estimates of Gross Primary Productivity by Assimilating Solar‐Induced Fluorescence Satellite Retrievals in a Terrestrial Biosphere Model Using a Process‐Based SIF Model C. Bacour et al.
- Assimilating multi-site eddy-covariance data to calibrate the wetland CH4 emission module in a terrestrial ecosystem model J. Kallingal et al.
- The value of soil respiration measurements for interpreting and modeling terrestrial carbon cycling C. Phillips et al.
- Greenhouse gas observation network design for Africa A. Nickless et al.
- Parameter uncertainty dominates C-cycle forecast errors over most of Brazil for the 21st century T. Smallman et al.
- Assimilation of river discharge in a land surface model to improve estimates of the continental water cycles F. Wang et al.
- Potential of MODIS data to track the variability in ecosystem water-use efficiency of temperate deciduous forests X. Tang et al.
- A novel approach for ecosystem respiration simulation in drylands J. Ai et al.
- Fundamentals of data assimilation applied to biogeochemistry P. Rayner et al.
- Constraining a land-surface model with multiple observations by application of the MPI-Carbon Cycle Data Assimilation System V1.0 G. Schürmann et al.
- Assimilation of repeated woody biomass observations constrains decadal ecosystem carbon cycle uncertainty in aggrading forests T. Smallman et al.
- Quantifying the constraint of biospheric process parameters by CO2 concentration and flux measurement networks through a carbon cycle data assimilation system E. Koffi et al.
- Separation of the Effects of Land and Climate Model Errors on Simulated Contemporary Land Carbon Cycle Trends in the MPI Earth System Model version 1* D. Dalmonech et al.
- Models ignoring spatial heterogeneities of forest age will significantly overestimate the climate effects on litterfall in China X. Liu et al.
- Nonsteady state carbon sequestration in forest ecosystems of China estimated by data assimilation T. Zhou et al.
- Ecosystem model optimization using in situ flux observations: benefit of Monte Carlo versus variational schemes and analyses of the year-to-year model performances D. Santaren et al.
- Using SMOS soil moisture data combining CO2 flask samples to constrain carbon fluxes during 2010–2015 within a Carbon Cycle Data Assimilation System (CCDAS) M. Wu et al.
- Simulated effects of canopy structural complexity on forest productivity M. Toda et al.
- Simultaneous Assimilation of Remotely Sensed Soil Moisture and FAPAR for Improving Terrestrial Carbon Fluxes at Multiple Sites Using CCDAS M. Wu et al.
- Precipitation amount, seasonality and frequency regulate carbon cycling of a semi-arid grassland ecosystem in Inner Mongolia, China: A modeling analysis S. Peng et al.
- From Ecosystem Observation to Environmental Decision-Making: Model-Data Fusion as an Operational Tool T. Smallman et al.
- Modeling phenological controls on carbon dynamics in dryland sagebrush ecosystems K. Renwick et al.
- Exploring the potential of history matching for land surface model calibration N. Raoult et al.
- Towards the assimilation of atmospheric CO2 concentration data in a land surface model using adjoint-free variational methods S. Beylat et al.
- Improving the global MODIS GPP model by optimizing parameters with FLUXNET data X. Huang et al.
- Carbonyl sulfide: comparing a mechanistic representation of the vegetation uptake in a land surface model and the leaf relative uptake approach F. Maignan et al.
- A boreal forest model benchmarking dataset for North America: a case study with the Canadian Land Surface Scheme Including Biogeochemical Cycles (CLASSIC) B. Qu et al.
- Uncertainty analysis of eddy covariance CO2 flux measurements for different EC tower distances using an extended two-tower approach H. Post et al.
- Variation of parameters in a Flux-Based Ecosystem Model across 12 sites of terrestrial ecosystems in the conterminous USA Q. Li et al.
- Optimizing Carbon Cycle Parameters Drastically Improves Terrestrial Biosphere Model Underestimates of Dryland Mean Net CO2 Flux and its Inter‐Annual Variability K. Mahmud et al.
- The role of data assimilation in predictive ecology S. Niu et al.
- Variational assimilation of land surface temperature within the ORCHIDEE Land Surface Model Version 1.2.6 H. Benavides Pinjosovsky et al.
- Improving modelled albedo over the Greenland ice sheet through parameter optimisation and MODIS snow albedo retrievals N. Raoult et al.
- Using Free Air CO2 Enrichment data to constrain land surface model projections of the terrestrial carbon cycle N. Raoult et al.
- Plant gross primary production, plant respiration and carbonyl sulfide emissions over the globe inferred by atmospheric inverse modelling M. Remaud et al.
- Land surface model parameter optimisation using in situ flux data: comparison of gradient-based versus random search algorithms (a case study using ORCHIDEE v1.9.5.2) V. Bastrikov et al.
- Performance of the ecosystem demography model (EDv2.2) in simulating gross primary production capacity and activity in a dryland study area H. Dashti et al.
- Evaluation of root water uptake in the ISBA-A-gs land surface model using agricultural yield statistics over France N. Canal et al.
- Description and validation of an intermediate complexity model for ecosystem photosynthesis and evapotranspiration: ACM-GPP-ETv1 T. Smallman & M. Williams
- Model–data fusion across ecosystems: from multisite optimizations to global simulations S. Kuppel et al.
- Identifying environmental controls on vegetation greenness phenology through model–data integration M. Forkel et al.
- Reviews and syntheses: Systematic Earth observations for use in terrestrial carbon cycle data assimilation systems M. Scholze et al.
- Assimilating Sentinel-2 data in a modified vegetation photosynthesis and respiration model (VPRM) to improve the simulation of croplands CO2 fluxes in Europe H. Bazzi et al.
- Assimilating ESA CCI land surface temperature into the ORCHIDEE land surface model: insights from a multi-site study across Europe L. Olivera-Guerra et al.
- Local-scale evaluation of the simulated interactions between energy, water and vegetation in ISBA, ORCHIDEE and a diagnostic model J. De Pue et al.
- Photosynthetic phenological variation may promote coexistence among co-dominant tree species in a Madrean sky island mixed conifer forest D. Potts et al.
- Covariations between plant functional traits emerge from constraining parameterization of a terrestrial biosphere model M. Peaucelle et al.
- Using satellite data to improve the leaf phenology of a global terrestrial biosphere model N. MacBean et al.
- Global Sensitivity Analysis of the Historical Carbon Sink across Biomes R. Deepak et al.
- Simulating canopy carbonyl sulfide uptake of two forest stands through an improved ecosystem model and parameter optimization using an ensemble Kalman filter B. Chen et al.
- Bayesian inversions of a dynamic vegetation model at four European grassland sites J. Minet et al.
- Joint assimilation of eddy covariance flux measurements and FAPAR products over temperate forests within a process‐oriented biosphere model C. Bacour et al.
- Parameter calibration and stomatal conductance formulation comparison for boreal forests with adaptive population importance sampler in the land surface model JSBACH J. Mäkelä et al.
- Quantifying and Reducing Uncertainty in Global Carbon Cycle Predictions: Lessons and Perspectives From 15 Years of Data Assimilation Studies With the ORCHIDEE Terrestrial Biosphere Model N. MacBean et al.
- Unravelling the Effects of Tree-Size and Canopy Structural Complexity on Forest Productivity M. Toda et al.
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