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Volumn 21, Issue 5, 2011, Pages 1506-1522

Uncertainty in predictions of forest carbon dynamics: Separating driver error from model error

Author keywords

Carbon dynamics; Data assimilation; Ensemble Kalman filter; Geostatistics; Process based modeling; Product sum covariance model

Indexed keywords

CARBON; RAIN; WATER;

EID: 79960370798     PISSN: 10510761     EISSN: None     Source Type: Journal    
DOI: 10.1890/09-1183.1     Document Type: Article
Times cited : (15)

References (48)
  • 1
    • 0031111870 scopus 로고    scopus 로고
    • Self-calibrating method for estimating solar radiation from air temperature
    • Allen, R. 1997. Self-calibrating method for estimating solar radiation from air temperature. Journal of Hydrological Engineering 2:56-67.
    • (1997) Journal of Hydrological Engineering , vol.2 , pp. 56-67
    • Allen, R.1
  • 2
    • 0030614214 scopus 로고    scopus 로고
    • Application of geostatistics to evaluate partial weather station networks
    • Ashraf, M J. C. Loftis, and K. G. Hubbard. 1997. Application of geostatistics to evaluate partial weather station networks. Agricultural and Forest Meteorology 84:255-271.
    • (1997) Agricultural and Forest Meteorology , vol.84 , pp. 255-271
    • Ashraf, M.1    Loftis, J.C.2    Hubbard, K.G.3
  • 4
    • 0028552275 scopus 로고
    • A statistical topographic model for mapping climatological precipitation over mountainous terrain
    • Daly, C R. P. Neilson, and D. L. Phillips. 1994. A statistical topographic model for mapping climatological precipitation over mountainous terrain. Journal of Applied Meteorology 33:140-158.
    • (1994) Journal of Applied Meteorology , vol.33 , pp. 140-158
    • Daly, C.1    Neilson, R.P.2    Phillips, D.L.3
  • 6
    • 0037099499 scopus 로고    scopus 로고
    • An Ensemble Kalman filter with a 1-D marine ecosystem model
    • DOI 10.1016/S0924-7963(02)00134-3, PII S0924796302001343
    • Eknes, M., and G. Evensen. 2002. An ensemble Kalman filter with a 1-D marine ecosystem model. Journal of Marine Science 36:75-100. (Pubitemid 34793714)
    • (2002) Journal of Marine Systems , vol.36 , Issue.1-2 , pp. 75-100
    • Eknes, M.1    Evensen, G.2
  • 7
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen, G. 1994. Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics. Journal of Geophysical Research 99:10143-10162.
    • (1994) Journal of Geophysical Research , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 8
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble Kalman filter: Theoretical formulation and practical implementation
    • Evensen, G. 2003. The ensemble Kalman filter: theoretical formulation and practical implementation. Ocean Dynamics 53:343-367.
    • (2003) Ocean Dynamics , vol.53 , pp. 343-367
    • Evensen, G.1
  • 10
  • 12
    • 33645098590 scopus 로고    scopus 로고
    • Sensitivity of ecological models to their climate drivers: Statistical ensembles for forcing
    • Fuentes, M T. G. F. Kittel, and D. Nychka. 2006. Sensitivity of ecological models to their climate drivers: statistical ensembles for forcing. Ecological Applications 16:99-116.
    • (2006) Ecological Applications , vol.16 , pp. 99-116
    • Fuentes, M.1    Kittel, T.G.F.2    Nychka, D.3
  • 14
    • 0032896846 scopus 로고    scopus 로고
    • Geostatistics in soil science: State-of-the-art and perspectives
    • DOI 10.1016/S0016-7061(98)00078-0, PII S0016706198000780
    • Goovaerts, P. 1999. Geostatistics in soil science: state-of-the-art and perspectives. Geoderma 89:1-45. (Pubitemid 29167380)
    • (1999) Geoderma , vol.89 , Issue.1-2 , pp. 1-45
    • Goovaerts, P.1
  • 15
    • 0034696138 scopus 로고    scopus 로고
    • Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall
    • DOI 10.1016/S0022-1694(00)00144-X, PII S002216940000144X
    • Goovaerts, P. 2000. Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. Journal of Hydrology 228:113-129. (Pubitemid 30156971)
    • (2000) Journal of Hydrology , vol.228 , Issue.1-2 , pp. 113-129
    • Goovaerts, P.1
  • 16
    • 0034881809 scopus 로고    scopus 로고
    • Geostatistical modelling of uncertainty in soil science
    • DOI 10.1016/S0016-7061(01)00067-2, PII S0016706101000672
    • Goovaerts, P. 2001. Geostatistical modelling of uncertainty in soil science. Geoderma 103:3-26. (Pubitemid 32773731)
    • (2001) Geoderma , vol.103 , Issue.1-2 , pp. 3-26
    • Goovaerts, P.1
  • 17
    • 0034983535 scopus 로고    scopus 로고
    • Modelling soil variation: Past, present, and future
    • DOI 10.1016/S0016-7061(01)00025-8, PII S0016706101000258
    • Heuvelink, G. B. M., and R. Webster. 2001. Modelling soil variation: past, present, and future. Geoderma 100:269-301. (Pubitemid 32515912)
    • (2001) Geoderma , vol.100 , Issue.3-4 , pp. 269-301
    • Heuvelink, G.B.M.1    Webster, R.2
  • 18
    • 0028255043 scopus 로고
    • Mapping temperature using kriging with external drift: theory and an example from Scotland
    • Hudson, G., and H. Wackernagel. 1994. Mapping temperature using kriging with external drift-theory and an example from Scotland. International Journal of Climatology 14:77-91. (Pubitemid 24401301)
    • (1994) International Journal of Climatology , vol.14 , Issue.1 , pp. 77-91
    • Hudson, G.1    Wackernagel, H.2
  • 20
    • 0036889910 scopus 로고    scopus 로고
    • Contrasting soil respiration in young and old-growth ponderosa pine forests
    • DOI 10.1046/j.1365-2486.2002.00544.x
    • Irvine, J., and B. E. Law. 2002. Contrasting soil respiration in young and old-growth ponderosa pine forests. Global Change Biology 8:1183-1194. (Pubitemid 35337695)
    • (2002) Global Change Biology , vol.8 , Issue.12 , pp. 1183-1194
    • Irvine, J.1    Law, B.E.2
  • 21
    • 9144235803 scopus 로고    scopus 로고
    • Age-related changes in ecosystem structure and function and effects on water and carbon exchange in ponderosa pine
    • Irvine, J B. E. Law, M. R. Kurpius, P. M. Anthoni, D. Moore, and P. A. Schwarz. 2004. Age-related changes in ecosystem structure and function and effects on water and carbon exchange in ponderosa pine. Tree Physiology 24:753-763. (Pubitemid 39538785)
    • (2004) Tree Physiology , vol.24 , Issue.7 , pp. 753-763
    • Irvine, J.1    Law, B.E.2    Kurpius, M.R.3    Anthoni, P.M.4    Moore, D.5    Schwarz, P.A.6
  • 25
    • 0035824377 scopus 로고    scopus 로고
    • Spatial and temporal variation in respiration in a young ponderosa pine forest during a summer drought
    • DOI 10.1016/S0168-1923(01)00279-9, PII S0168192301002799
    • Law, B. E F. M. Kelliher, D. D. Baldocchi, P. M. Anthoni, J. Irvine, D. Moore, and S. Van Tuyl. 2001b. Spatial and temporal variation in respiration in a young ponderosa pine forests during a summer drought. Agricultural and Forest Meteorology 110:27-43. (Pubitemid 33145709)
    • (2001) Agricultural and Forest Meteorology , vol.110 , Issue.1 , pp. 27-43
    • Law, B.E.1    Kelliher, F.M.2    Baldocchi, D.D.3    Anthoni, P.M.4    Irvine, J.5    Moore, D.6    Van Tuyl, S.7
  • 26
    • 0038304266 scopus 로고    scopus 로고
    • Changes in carbon storage and fluxes in a chronosequence of ponderosa pine
    • DOI 10.1046/j.1365-2486.2003.00624.x
    • Law, B. E O. J. Sun, J. Campbell, S. Van Tuyl, and P. E. Thornton. 2003. Changes in carbon storage and fluxes in a chronosequence of ponderosa pine. Global Change Biology 9:510-524. (Pubitemid 36536967)
    • (2003) Global Change Biology , vol.9 , Issue.4 , pp. 510-524
    • Law, B.E.1    Sun, O.J.2    Campbell, J.3    Van Tuyl, S.4    Thornton, P.E.5
  • 27
    • 0034772788 scopus 로고    scopus 로고
    • Carbon storage and fluxes in ponderosa pine forests at different developmental stages
    • DOI 10.1046/j.1354-1013.2001.00439.x
    • Law, B. E P. Thornton, J. Irvine, S. Van Tuyl, and P. Anthoni. 2001c. Carbon storage and fluxes in ponderosa pine forests at different developmental stages. Global Change Biology 7:755-777. (Pubitemid 32997082)
    • (2001) Global Change Biology , vol.7 , Issue.7 , pp. 755-777
    • Law, B.E.1    Thornton, P.E.2    Irvine, J.3    Anthoni, P.M.4    Van Tuyl, S.5
  • 28
    • 0035795784 scopus 로고    scopus 로고
    • Estimation of leaf area index in open-canopy ponderosa pine forests at different successional stages and management regimes in Oregon
    • DOI 10.1016/S0168-1923(01)00226-X, PII S016819230100226X
    • Law, B. E S. Van Tuyl, A. Cescatti, and D. D. Baldocchi. 2001d. Estimation of leaf area index in open-canopy ponderosa pine forests at different successional stages and management regimes in Oregon. Agricultural and Forest Meteorology 108:1-14. (Pubitemid 32258377)
    • (2001) Agricultural and Forest Meteorology , vol.108 , Issue.1 , pp. 1-14
    • Law, B.E.1    Van Tuyl, S.2    Cescatti, A.3    Baldocchi, D.D.4
  • 30
    • 0000058178 scopus 로고
    • On the computation of saturation vapor pressure
    • Murray, F. W. 1967. On the computation of saturation vapor pressure. Journal of Applied Meteorology 6:203-204.
    • (1967) Journal of Applied Meteorology , vol.6 , pp. 203-204
    • Murray, F.W.1
  • 31
    • 0028152194 scopus 로고
    • Testing forest-BGC ecosystem process simulations across a climatic gradient in Oregon
    • Running, S. W. 1994. Testing forest-BGC ecosystem process simulations across a climatic gradient in Oregon. Ecological Applications 4:238-247. (Pubitemid 2076157)
    • (1994) Ecological Applications , vol.4 , Issue.2 , pp. 238-247
    • Running, S.W.1
  • 32
    • 0000581964 scopus 로고
    • Extrapolation of synoptic meteorological data in mountainous terrain and its use for simulating evapotranspiration and photosynthesis
    • Running, S. W R. R. Nemani, and R. D. Hungerford. 1987. Extrapolation of synoptic meteorological data in mountainous terrain and its use for simulating evapotranspiration and photosynthesis. Canadian Journal of Forest Research 17:472-483.
    • (1987) Canadian Journal of Forest Research , vol.17 , pp. 472-483
    • Running, S.W.1    Nemani, R.R.2    Hungerford, R.D.3
  • 33
    • 0028066639 scopus 로고
    • Environmental limits on net primary production and light-use efficiency across the Oregon transect
    • Runyon, J R. H. Waring, S. N. Goward, and J. M. Welles. 1994. Environmental limits on net primary production and light-use efficiency across the Oregon transect. Ecological Applications 4:226-237. (Pubitemid 2076155)
    • (1994) Ecological Applications , vol.4 , Issue.2 , pp. 226-237
    • Runyon, J.1    Waring, R.H.2    Goward, S.N.3    Welles, J.M.4
  • 35
    • 15944391984 scopus 로고    scopus 로고
    • Climatic versus biotic constraints on carbon and water fluxes in seasonally drought-affected ponderosa pine ecosystems
    • Schwarz, P. A B. E. Law, M. Williams, J. Irvine, M. Kurpius, and D. Moore. 2004. Climatic versus biotic constraints on carbon and water fluxes in seasonally drought-affected ponderosa pine ecosystems. Global Biogeochemical Cycles 18:GB4007.
    • (2004) Global Biogeochemical Cycles , vol.18
    • Schwarz, P.A.1    Law, B.E.2    Williams, M.3    Irvine, J.4    Kurpius, M.5    Moore, D.6
  • 36
    • 62849105579 scopus 로고    scopus 로고
    • Can spatio-temporal geostatistical methods improve high resolution regionalisation of meteorological variables?
    • Spadavecchia, L., and M. Williams. 2009. Can spatio-temporal geostatistical methods improve high resolution regionalisation of meteorological variables? Agricultural and Forest Meteorology 149:1105-1117.
    • (2009) Agricultural and Forest Meteorology , vol.149 , pp. 1105-1117
    • Spadavecchia, L.1    Williams, M.2
  • 37
    • 0000148490 scopus 로고
    • Precipitation averages for large areas
    • Thiessen, A. H. 1911. Precipitation averages for large areas. Monthly Weather Review 39:1082-1089.
    • (1911) Monthly Weather Review , vol.39 , pp. 1082-1089
    • Thiessen, A.H.1
  • 38
    • 0030615723 scopus 로고    scopus 로고
    • Generating surfaces of daily meterological variables over large regions of complex terrain
    • Thornton, P. E S. W. Running, and M. A. White. 1997. Generating surfaces of daily meterological variables over large regions of complex terrain. Journal of Hydrology 190:214-251.
    • (1997) Journal of Hydrology , vol.190 , pp. 214-251
    • Thornton, P.E.1    Running, S.W.2    White, M.A.3
  • 39
    • 22344433424 scopus 로고    scopus 로고
    • Bayesian calibration of process-based forest models: Bridging the gap between models and data
    • Van Oijen, M J. Rougier, and R. Smith. 2005. Bayesian calibration of process-based forest models: bridging the gap between models and data. Tree Physiology 25:915-927. (Pubitemid 40995640)
    • (2005) Tree Physiology , vol.25 , Issue.7 , pp. 915-927
    • Van Oijen, M.1    Rougier, J.2    Smith, R.3
  • 40
    • 15944387037 scopus 로고    scopus 로고
    • Variability in net primary production and carbon storage in biomass across Oregon forests - An assessment integrating data from forest inventories, intensive sites, and remote sensing
    • DOI 10.1016/j.foreco.2005.02.002, PII S0378112705000642
    • Van Tuyl, S B. E. Law, D. P. Turner, and A. I. Gitelman. 2005. Variability in net primary production and carbon storage in biomass across Oregon forests-an assessment integrating data from forest inventories, intensive sites, and remote sensing. Forest Ecology and Management 209:273-291. (Pubitemid 40428075)
    • (2005) Forest Ecology and Management , vol.209 , Issue.3 , pp. 273-291
    • Van Tuyl, S.1    Law, B.E.2    Turner, D.P.3    Gitelman, A.I.4
  • 41
    • 33745683401 scopus 로고    scopus 로고
    • Parameter sensitivity and uncertainty of the forest carbon flux model FORUG: A Monte Carlo analysis
    • Verbeeck, H R. Samson, F. Verdonck, and R. Lemeur. 2006. Parameter sensitivity and uncertainty of the forest carbon flux model FORUG: a Monte Carlo analysis. Tree Physiology 26:807-817. (Pubitemid 43998336)
    • (2006) Tree Physiology , vol.26 , Issue.6 , pp. 807-817
    • Verbeeck, H.1    Samson, R.2    Verdonck, F.3    Lemeur, R.4
  • 42
    • 56649120510 scopus 로고    scopus 로고
    • 2 flux sampling errors for tower measurements over forests in the convective boundary layer
    • 2 flux sampling errors for tower measurements over forests in the convective boundary layer. Agricultural and Forest Meteorology 149:73-83.
    • (2009) Agricultural and Forest Meteorology , vol.149 , pp. 73-83
    • Vickers, D.1    Thomas, C.2    Law, B.E.3
  • 43
    • 0035068181 scopus 로고    scopus 로고
    • Use of a simulation model and ecosystem flux data to examine carbon-water interactions in ponderosa pine
    • Williams, M B. E. Law, P. M. Anthoni, and M. Unsworth. 2001a. Use of a simulation model and ecosystem flux data to examine carbon-water interactions in ponderosa pine. Tree Physiology 21:287-298. (Pubitemid 32296017)
    • (2001) Tree Physiology , vol.21 , Issue.5 , pp. 287-298
    • Williams, M.1    Law, B.E.2    Anthoni, P.M.3    Unsworth, M.H.4
  • 45
    • 12644252934 scopus 로고    scopus 로고
    • Modelling the soil-plant-atmosphere continuum in a Quercus-acer stand at Harvard forest: The regulation of stomatal conductance by light, nitrogen and soil/plant hydraulic properties
    • Williams, M E. B. Rastetter, D. N. Fernandes, M. L. Goulden, S. C. Wofsy, G. R. Shaver, J. M. Melillo, J. W. Munger, S.-M. Fan, and K. J. Nadelhoffer. 1996. Modelling the soil-plant-atmosphere continuum in a Quercus-Acer stand at Harvard Forest: the regulation of stomatal conductance by light, nitrogen and soil/plant hydraulic properties. Plant, Cell and Environment 19:911-927. (Pubitemid 27101103)
    • (1996) Plant, Cell and Environment , vol.19 , Issue.8 , pp. 911-927
    • Williams, M.1    Rastetter, E.B.2    Fernandes, D.N.3    Goulden, M.L.4    Wofsy, S.C.5    Shaver, G.R.6    Melillo, J.M.7    Munger, J.W.8    Fan, S.-M.9    Nadelhoffer, K.J.10
  • 47
    • 69249208725 scopus 로고    scopus 로고
    • Improving land surface models with FLUXNET data
    • Williams, M., et al. 2009. Improving land surface models with FLUXNET data. Biogeosciences 6:1341-1359.
    • (2009) Biogeosciences , vol.6 , pp. 1341-1359
    • Williams, M.1
  • 48
    • 12344269004 scopus 로고    scopus 로고
    • An improved analysis of forest carbon dynamics using data assimilation
    • DOI 10.1111/j.1365-2486.2004.00891.x
    • Williams, M P. Schwarz, B. E. Law, J. Irvine, and M. R. Kurpius. 2005. An improved analysis of forest carbon dynamics using data assimilation. Global Change Biology 11:89-105. (Pubitemid 40134047)
    • (2005) Global Change Biology , vol.11 , Issue.1 , pp. 89-105
    • Williams, M.1    Schwarz, P.A.2    Law, B.E.3    Irvine, J.4    Kurpius, M.R.5


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