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Volumn 113, Issue 4, 2008, Pages

Equifinality in parameterization of process-based biogeochemistry models: A significant uncertainty source to the estimation of regional carbon dynamics

Author keywords

[No Author keywords available]

Indexed keywords

BIOGEOCHEMISTRY; BOREAL FOREST; CARBON CYCLE; CARBON SEQUESTRATION; CLIMATE FORCING; DECADAL VARIATION; FOREST ECOSYSTEM; NUMERICAL MODEL; PARAMETERIZATION;

EID: 61749095135     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/2008JG000757     Document Type: Article
Times cited : (74)

References (48)
  • 1
    • 0035727699 scopus 로고    scopus 로고
    • 2 exchange and evapotranspiration predicted by nine ecosystem process models: Intermodel comparisons and relationships to field measurements
    • 2 exchange and evapotranspiration predicted by nine ecosystem process models: Intermodel comparisons and relationships to field measurements, J. Geophys. Res., 106(D24), 33,623-33,648.
    • (2001) J. Geophys. Res , vol.106 , Issue.D24
    • Amthor, J.S.1
  • 2
    • 34548306570 scopus 로고    scopus 로고
    • The role of historical fire disturbance in the carbon dynamics of the pan-boreal region: A process-based analysis
    • doi:10.1029/2006JG000380
    • Balshi, M. S., et al. (2006), The role of historical fire disturbance in the carbon dynamics of the pan-boreal region: A process-based analysis, J. Geophys. Res., 112, G02029, doi:10.1029/2006JG000380.
    • (2006) J. Geophys. Res , vol.112
    • Balshi, M.S.1
  • 3
    • 34248349570 scopus 로고    scopus 로고
    • Combining spatial statistical and ensemble information in probabilistic weather forecasts
    • Berrocal, V. J., A. E. Raftery, and A. T. Gneiting (2007), Combining spatial statistical and ensemble information in probabilistic weather forecasts, Mon. Weather Rev., 135, 1386-1402.
    • (2007) Mon. Weather Rev , vol.135 , pp. 1386-1402
    • Berrocal, V.J.1    Raftery, A.E.2    Gneiting, A.T.3
  • 4
    • 84905331953 scopus 로고    scopus 로고
    • Beven, K. J. (1996), A discussion of distributed modelling, in Distributed Hydrological Modelling, edited by J.-C. Refsgaard and M. B. Abbott, chap. 13A, pp. 255-278, Kluwer Acad. Publ., Dordrecht, Netherlands.
    • Beven, K. J. (1996), A discussion of distributed modelling, in Distributed Hydrological Modelling, edited by J.-C. Refsgaard and M. B. Abbott, chap. 13A, pp. 255-278, Kluwer Acad. Publ., Dordrecht, Netherlands.
  • 5
    • 0027009437 scopus 로고
    • The future of distributed models: Model calibration and uncertainty prediction
    • Beven, K. J., and A. Binley (1992), The future of distributed models: Model calibration and uncertainty prediction, Hydrol. Processes, 6, 279-298.
    • (1992) Hydrol. Processes , vol.6 , pp. 279-298
    • Beven, K.J.1    Binley, A.2
  • 6
    • 0035426008 scopus 로고    scopus 로고
    • Equifinality, data assimilation, and uncertainty estimation in mechanistic modeling of complex environmental systems using the GLUE methodology
    • Beven, K., and J. Freer (2001), Equifinality, data assimilation, and uncertainty estimation in mechanistic modeling of complex environmental systems using the GLUE methodology, J. Hydrol., 249, 11-29.
    • (2001) J. Hydrol , vol.249 , pp. 11-29
    • Beven, K.1    Freer, J.2
  • 7
    • 13944249176 scopus 로고    scopus 로고
    • Estimating diurnal to annual ecosystem parameters by synthesis of a carbon flux model with eddy covariance net ecosystem exchange observations
    • Braswell, B. H., W. J. Sacks, and E. Linder (2005), Estimating diurnal to annual ecosystem parameters by synthesis of a carbon flux model with eddy covariance net ecosystem exchange observations, Global Change Biol., 11, 335-355.
    • (2005) Global Change Biol , vol.11 , pp. 335-355
    • Braswell, B.H.1    Sacks, W.J.2    Linder, E.3
  • 8
    • 33750606092 scopus 로고    scopus 로고
    • Brohan, P., J. J. Kennedy, I. Harris, S. F. B. Tett, and P. D. Jones (2006), Uncertainty estimates in regional and global observed temperature changes: A new data set from 1850, J. Geophys. Res., 111, D12106, doi:10.1029/2005JD006548.
    • Brohan, P., J. J. Kennedy, I. Harris, S. F. B. Tett, and P. D. Jones (2006), Uncertainty estimates in regional and global observed temperature changes: A new data set from 1850, J. Geophys. Res., 111, D12106, doi:10.1029/2005JD006548.
  • 9
    • 0036558784 scopus 로고    scopus 로고
    • Historical and projected carbon balance of mature black spruce ecosystems across North America: The role of carbon-nitrogen interactions
    • Clein, J. S., A. D. McGuire, X. Zhang, D. W. Kicklighter, J. M. Melillo, S. C. Wofsy, P. G. Jarvis, and J. M. Massheder (2002), Historical and projected carbon balance of mature black spruce ecosystems across North America: The role of carbon-nitrogen interactions, Plant Soil, 242, 15-32.
    • (2002) Plant Soil , vol.242 , pp. 15-32
    • Clein, J.S.1    McGuire, A.D.2    Zhang, X.3    Kicklighter, D.W.4    Melillo, J.M.5    Wofsy, S.C.6    Jarvis, P.G.7    Massheder, J.M.8
  • 10
    • 38849184026 scopus 로고    scopus 로고
    • The effects of different climate input datasets on simulated carbon dynamics in the western Arctic
    • Clein, J. S., A. D. McGuire, E. S. Euskirchen, and M. Calef (2007), The effects of different climate input datasets on simulated carbon dynamics in the western Arctic, Earth Interact., 11(12), 1-24.
    • (2007) Earth Interact , vol.11 , Issue.12 , pp. 1-24
    • Clein, J.S.1    McGuire, A.D.2    Euskirchen, E.S.3    Calef, M.4
  • 11
    • 0000213821 scopus 로고
    • Land surface hydrology parameterization for atmospheric general circulation models including subgrid scale spatial variability
    • Entekhabi, D., and P.S. Eagleson (1989), Land surface hydrology parameterization for atmospheric general circulation models including subgrid scale spatial variability, J. Clim., 2(8), 816-831.
    • (1989) J. Clim , vol.2 , Issue.8 , pp. 816-831
    • Entekhabi, D.1    Eagleson, P.S.2
  • 12
    • 33645510484 scopus 로고    scopus 로고
    • Importance of recent shifts in soil thermal dynamics on growing season length, productivity, and carbon sequestration in terrestrial high-latitude ecosystems
    • Euskirchen, E. S., et al. (2006), Importance of recent shifts in soil thermal dynamics on growing season length, productivity, and carbon sequestration in terrestrial high-latitude ecosystems, Global Change Biol., 12, 731-750.
    • (2006) Global Change Biol , vol.12 , pp. 731-750
    • Euskirchen, E.S.1
  • 13
    • 0030791694 scopus 로고    scopus 로고
    • On the sensitivity of soil-vegetation-atmosphere transfer (SVAT) schemes: Equifinality and the problem of robust calibration
    • Franks, S., K. J. Beven, P. F. Quinn, and I. Wright (1997), On the sensitivity of soil-vegetation-atmosphere transfer (SVAT) schemes: Equifinality and the problem of robust calibration, Agric. For. Meteorol., 86, 63-75.
    • (1997) Agric. For. Meteorol , vol.86 , pp. 63-75
    • Franks, S.1    Beven, K.J.2    Quinn, P.F.3    Wright, I.4
  • 14
    • 33745269275 scopus 로고    scopus 로고
    • Application of a dual unscented Kalman filter for simultaneous state and parameter estimation in problems of surface-atmosphere exchange
    • doi:10.1029/2005JD006021
    • Gove, J. H., and D. Y. Hollinger (2006), Application of a dual unscented Kalman filter for simultaneous state and parameter estimation in problems of surface-atmosphere exchange, J. Geophys. Res., 111, D08S07, doi:10.1029/2005JD006021.
    • (2006) J. Geophys. Res , vol.111
    • Gove, J.H.1    Hollinger, D.Y.2
  • 15
    • 0023822856 scopus 로고
    • An investigation of uncertainty and sensitivity analysis, techniques for computer models
    • Iman, R. L., and J. C. Helton (1988), An investigation of uncertainty and sensitivity analysis, techniques for computer models, Risk Anal., 8, 71-90.
    • (1988) Risk Anal , vol.8 , pp. 71-90
    • Iman, R.L.1    Helton, J.C.2
  • 16
    • 0042092646 scopus 로고    scopus 로고
    • The NCEP-NCAR 50-year reanalysis: Monthly means CD-ROM and documentation
    • Kistler, R., et al. (1999), The NCEP-NCAR 50-year reanalysis: Monthly means CD-ROM and documentation, Bull. Am. Meteorol. Soc., 82, 247-267.
    • (1999) Bull. Am. Meteorol. Soc , vol.82 , pp. 247-267
    • Kistler, R.1
  • 17
    • 0035008150 scopus 로고    scopus 로고
    • Uncertainties in global terrestrial biosphere modeling. 1: A comprehensive sensitivity analysis with a new photosynthesis and energy balance scheme
    • Knorr, W., and M. Heimann (2001), Uncertainties in global terrestrial biosphere modeling. 1: A comprehensive sensitivity analysis with a new photosynthesis and energy balance scheme, Global Biogeochem. Cycle, 15(1), 207-225.
    • (2001) Global Biogeochem. Cycle , vol.15 , Issue.1 , pp. 207-225
    • Knorr, W.1    Heimann, M.2
  • 18
    • 27744465632 scopus 로고    scopus 로고
    • Inversion of terrestrial ecosystem model parameter values against eddy covariance measurements by Monte Carlo sampling
    • Knorr, W., and J. Kattge (2005), Inversion of terrestrial ecosystem model parameter values against eddy covariance measurements by Monte Carlo sampling, Global Change Biol., 11, 1333-1351.
    • (2005) Global Change Biol , vol.11 , pp. 1333-1351
    • Knorr, W.1    Kattge, J.2
  • 20
    • 34547569065 scopus 로고    scopus 로고
    • Bayesian merging of multiple climate model forecasts for seasonal hydrological predictions
    • doi:10.1029/2006JD007655
    • Luo, L., E. F. Wood, and M. Pan (2007), Bayesian merging of multiple climate model forecasts for seasonal hydrological predictions, J. Geophys. Res., 112, D10102, doi:10.1029/2006JD007655.
    • (2007) J. Geophys. Res , vol.112
    • Luo, L.1    Wood, E.F.2    Pan, M.3
  • 21
    • 0027046193 scopus 로고
    • Interactions between carbon and nitrogen dynamics in estimating net primary productivity for potential vegetation in North America
    • McGuire, A. D., J. M. Melillo, L. A. Joyce, D. W. Kicklighter, A. L. Grace, B. Moore III, and C. J. Vorosmarty (1992), Interactions between carbon and nitrogen dynamics in estimating net primary productivity for potential vegetation in North America, Global Biogeochem. Cycles, 6(2), 101-124.
    • (1992) Global Biogeochem. Cycles , vol.6 , Issue.2 , pp. 101-124
    • McGuire, A.D.1    Melillo, J.M.2    Joyce, L.A.3    Kicklighter, D.W.4    Grace, A.L.5    Moore III, B.6    Vorosmarty, C.J.7
  • 22
    • 0031470859 scopus 로고    scopus 로고
    • Equilibrium responses of global net primary production and carbon storage to double atmospheric carbon dioxide: Sensitivity to changes in vegetation nitrogen concentration
    • McGuire, A. D., J. M. Melillo, D. W. Kicklighter, Y. Pan, X. Xiao, J. Helfrich, B. Moore III, C. Vorosmarty, and A. Schloss (1997), Equilibrium responses of global net primary production and carbon storage to double atmospheric carbon dioxide: Sensitivity to changes in vegetation nitrogen concentration, Global Biogeochem. Cycles, 11(2), 173-189.
    • (1997) Global Biogeochem. Cycles , vol.11 , Issue.2 , pp. 173-189
    • McGuire, A.D.1    Melillo, J.M.2    Kicklighter, D.W.3    Pan, Y.4    Xiao, X.5    Helfrich, J.6    Moore III, B.7    Vorosmarty, C.8    Schloss, A.9
  • 23
    • 17744365958 scopus 로고    scopus 로고
    • 2, climate and land-use effects with four process-based ecosystem models
    • 2, climate and land-use effects with four process-based ecosystem models, Global Biogeochem. Cycles, 15(1), 183-206.
    • (2001) Global Biogeochem. Cycles , vol.15 , Issue.1 , pp. 183-206
    • McGuire, A.D.1
  • 25
    • 84905357307 scopus 로고    scopus 로고
    • Mitchell, T. D., T. R. Carter, P. D. Jones, M. Hulme, and M. New (2004), A comprehensive set of high-resolution grids of monthly climate for Europe and the globe: The observed record (1901-2000) and 16 scenarios (2001-2100), Tyndall Centre Working Paper 55, 25 pp., University of East Anglia, Norwich, UK, July.
    • Mitchell, T. D., T. R. Carter, P. D. Jones, M. Hulme, and M. New (2004), A comprehensive set of high-resolution grids of monthly climate for Europe and the globe: The observed record (1901-2000) and 16 scenarios (2001-2100), Tyndall Centre Working Paper 55, 25 pp., University of East Anglia, Norwich, UK, July.
  • 26
    • 0344494603 scopus 로고    scopus 로고
    • Uncertainty in estimating land use and management impacts on soil organic carbon storage for US agricultural lands between 1982 and 1997
    • Ogle, S. M., F. J. Breidt, M. D. Eve, and K. Paustian (2003), Uncertainty in estimating land use and management impacts on soil organic carbon storage for US agricultural lands between 1982 and 1997, Global Change Biol., 9, 1521-1542.
    • (2003) Global Change Biol , vol.9 , pp. 1521-1542
    • Ogle, S.M.1    Breidt, F.J.2    Eve, M.D.3    Paustian, K.4
  • 27
    • 34248653218 scopus 로고    scopus 로고
    • An empirically based approach for estimating uncertainty associated with modeling carbon sequestration in soils
    • Ogle, S. M., F. J. Breidt, M. Easter, S. Williams, and K. Paustian (2007), An empirically based approach for estimating uncertainty associated with modeling carbon sequestration in soils, Ecol. Modell., 205, 453-463.
    • (2007) Ecol. Modell , vol.205 , pp. 453-463
    • Ogle, S.M.1    Breidt, F.J.2    Easter, M.3    Williams, S.4    Paustian, K.5
  • 28
    • 0035727714 scopus 로고    scopus 로고
    • Comparison of boreal ecosystem model sensitivity to variability in climate and forest site parameters
    • Potter, C. S., et al. (2001), Comparison of boreal ecosystem model sensitivity to variability in climate and forest site parameters, J. Geophys. Res., 106(D24), 33,671-33,687.
    • (2001) J. Geophys. Res , vol.106 , Issue.D24
    • Potter, C.S.1
  • 31
    • 0037262706 scopus 로고    scopus 로고
    • Combining dynamical and Statistical ensembles
    • Roulston, M. S., and L. A. Smith (2003), Combining dynamical and Statistical ensembles, Tellus, 55A, 16-30.
    • (2003) Tellus , vol.55 A , pp. 16-30
    • Roulston, M.S.1    Smith, L.A.2
  • 33
    • 0031448674 scopus 로고    scopus 로고
    • BOREAS in 1997: Experiment overview, scientific results, and future directions
    • Sellers, P. J., et al. (1997), BOREAS in 1997: Experiment overview, scientific results, and future directions, J. Geophys. Res., 102(D24), 28,731-28,769.
    • (1997) J. Geophys. Res , vol.102 , Issue.D24
    • Sellers, P.J.1
  • 34
    • 0242458500 scopus 로고    scopus 로고
    • Improved sampling-importance resampling and reduced bias importance sampling
    • Skare, Ø., E. Bølviken, and L. Holden (2003), Improved sampling-importance resampling and reduced bias importance sampling, Scand. J. Stat., 30, 719-737.
    • (2003) Scand. J. Stat , vol.30 , pp. 719-737
    • Skare, Ø.1    Bølviken, E.2    Holden, L.3
  • 36
    • 0031392891 scopus 로고    scopus 로고
    • An efficient method for parametric uncertainty analysis of numerical geophysical models
    • Tatang, M. A., W. Pan, R. G. Prinn, and G. J. McRae (1997), An efficient method for parametric uncertainty analysis of numerical geophysical models, J. Geophys. Res., 102(D18), 21,925-21,932.
    • (1997) J. Geophys. Res , vol.102 , Issue.D18
    • Tatang, M.A.1    Pan, W.2    Prinn, R.G.3    McRae, G.J.4
  • 37
    • 0034794967 scopus 로고    scopus 로고
    • Bayesian recursive parameter estimation for hydrologic models
    • Thiemann, M., M. Trosset, H. Gupta, and S. Sorooshian (2001), Bayesian recursive parameter estimation for hydrologic models, Water Resour. Res., 37(10), 2521-2535.
    • (2001) Water Resour. Res , vol.37 , Issue.10 , pp. 2521-2535
    • Thiemann, M.1    Trosset, M.2    Gupta, H.3    Sorooshian, S.4
  • 38
    • 34548297190 scopus 로고    scopus 로고
    • OptIC project: An intercomparison of optimization techniques for parameter estimation in terrestrial biogeochemical models
    • doi:10.1029/ 2006JG000367
    • Trudinger, C. M., et al. (2007), OptIC project: An intercomparison of optimization techniques for parameter estimation in terrestrial biogeochemical models, J. Geophys. Res., 112, G02027, doi:10.1029/ 2006JG000367.
    • (2007) J. Geophys. Res , vol.112
    • Trudinger, C.M.1
  • 39
    • 33745476564 scopus 로고    scopus 로고
    • Fast optimal bandwidth selection for kernel density estimation
    • edited by J. Ghosh et al, pp, SIAM, Bethesda, Md, April
    • Vikas, C. R., and R. Duraiswami (2006), Fast optimal bandwidth selection for kernel density estimation, in Proceedings of the Sixth SIAM International Conference on Data Mining, edited by J. Ghosh et al., pp. 524-528, SIAM, Bethesda, Md., April.
    • (2006) Proceedings of the Sixth SIAM International Conference on Data Mining , pp. 524-528
    • Vikas, C.R.1    Duraiswami, R.2
  • 40
    • 33751056607 scopus 로고    scopus 로고
    • Probabilistic inversion of a terrestrial ecosystem model: Analysis of uncertainty in parameter estimation and model prediction
    • GB2007, doi:10.1029/2005GB002468
    • Xu, T., L. White, D, Hui, and Y. Luo (2006), Probabilistic inversion of a terrestrial ecosystem model: Analysis of uncertainty in parameter estimation and model prediction, Global Biogeochem. Cycles, 20, GB2007, doi:10.1029/2005GB002468.
    • (2006) Global Biogeochem. Cycles , vol.20
    • Xu, T.1    White, L.2    Hui, D.3    Luo, Y.4
  • 41
    • 0034882311 scopus 로고    scopus 로고
    • Parameter estimation in surface exchange models using nonlinear inversion: How many parameters can we estimate and which measurements are most useful
    • Wang, Y. P., R. Leuning, and H. A. Cleugh (2001), Parameter estimation in surface exchange models using nonlinear inversion: How many parameters can we estimate and which measurements are most useful, Global Change Biol., 7, 495-510.
    • (2001) Global Change Biol , vol.7 , pp. 495-510
    • Wang, Y.P.1    Leuning, R.2    Cleugh, H.A.3
  • 42
    • 33748805782 scopus 로고    scopus 로고
    • Uncertainties in DRAINMOD predictions of subsurface drain flow for an Indiana silt loam using the GLUE methodology
    • Wang, X., J. R. Frankenberger, and E. J. Kladivko (2006), Uncertainties in DRAINMOD predictions of subsurface drain flow for an Indiana silt loam using the GLUE methodology, Hydrol. Processes, 20, 3069-3084.
    • (2006) Hydrol. Processes , vol.20 , pp. 3069-3084
    • Wang, X.1    Frankenberger, J.R.2    Kladivko, E.J.3
  • 43
    • 33947423431 scopus 로고    scopus 로고
    • Estimating parameters in a land-surface model by applying nonlinear inversion to eddy covariance flux measurements from eight FLUXNET sites
    • Wang, Y. P., D. Baldocchi, R. Leuning, E. Falge, and T. Vesala (2007), Estimating parameters in a land-surface model by applying nonlinear inversion to eddy covariance flux measurements from eight FLUXNET sites, Global Change Biol., 13, 652-670.
    • (2007) Global Change Biol , vol.13 , pp. 652-670
    • Wang, Y.P.1    Baldocchi, D.2    Leuning, R.3    Falge, E.4    Vesala, T.5
  • 44
    • 12344269004 scopus 로고    scopus 로고
    • An improved analysis of forest carbon dynamics using data assimilation
    • Williams, M., P. A. Scharz, and B. E. Law (2005), An improved analysis of forest carbon dynamics using data assimilation, Global Change Biol., 11, 89-105.
    • (2005) Global Change Biol , vol.11 , pp. 89-105
    • Williams, M.1    Scharz, P.A.2    Law, B.E.3
  • 45
    • 0035726846 scopus 로고    scopus 로고
    • Incorporation of a permafrost model into a large-scale ecosystem model: Evaluation of temporal and spatial scaling issues in simulating soil thermal dynamics
    • Zhuang, Q., V. E. Romanovsky, and A. D. McGuire (2001), Incorporation of a permafrost model into a large-scale ecosystem model: Evaluation of temporal and spatial scaling issues in simulating soil thermal dynamics, J. Geophys. Res., 106(D24), 33,649-33,670.
    • (2001) J. Geophys. Res , vol.106 , Issue.D24
    • Zhuang, Q.1    Romanovsky, V.E.2    McGuire, A.D.3
  • 46
    • 0347269064 scopus 로고    scopus 로고
    • Zhuang, Q., A. D. McGuire, K. P. O'Neill, J. W. Harden, V. E. Romanovsky, and J. Yarie (2002), Modeling the soil thermal and carbon dynamics of a fire chronosequence in Interior Alaska, J. Geophys. Res., 107, 8147, doi:10.1029/2001JD001244. [printed 108(D1), 2003]
    • Zhuang, Q., A. D. McGuire, K. P. O'Neill, J. W. Harden, V. E. Romanovsky, and J. Yarie (2002), Modeling the soil thermal and carbon dynamics of a fire chronosequence in Interior Alaska, J. Geophys. Res., 107, 8147, doi:10.1029/2001JD001244. [printed 108(D1), 2003]
  • 47
    • 0042346378 scopus 로고    scopus 로고
    • Carbon cycling in extratropical terrestrial ecosystems of the Northern Hemisphere during the 20th Century: A modeling analysis of the influences of soil thermal dynamics
    • Zhuang, Q., et al. (2003), Carbon cycling in extratropical terrestrial ecosystems of the Northern Hemisphere during the 20th Century: A modeling analysis of the influences of soil thermal dynamics, Tellus, 55B, 751-776.
    • (2003) Tellus , vol.55 B , pp. 751-776
    • Zhuang, Q.1


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