메뉴 건너뛰기




Volumn 21, Issue 1, 2007, Pages

Assimilation of seasonal chlorophyll and nutrient data into an adjoint three-dimensional ocean carbon cycle model: Sensitivity analysis and ecosystem parameter optimization

Author keywords

[No Author keywords available]

Indexed keywords

BIOGEOCHEMISTRY; CARBON; CHLOROPHYLL; ECOSYSTEMS; NUTRIENTS; OCEANOGRAPHY; OPTIMIZATION; SENSITIVITY ANALYSIS;

EID: 34249672923     PISSN: 08866236     EISSN: None     Source Type: Journal    
DOI: 10.1029/2006GB002745     Document Type: Article
Times cited : (59)

References (50)
  • 1
    • 0029730693 scopus 로고    scopus 로고
    • Oceanic primary production: 2. Estimation at global scale from satellite (coastal zone color scanner) chlorophyll
    • Antoine, D., J.-M. André, and A. Morel (1996), Oceanic primary production: 2. Estimation at global scale from satellite (coastal zone color scanner) chlorophyll, Global Biogeochem. Cycles, 10, 57-69.
    • (1996) Global Biogeochem. Cycles , vol.10 , pp. 57-69
    • Antoine, D.1    André, J.-M.2    Morel, A.3
  • 2
    • 0000094119 scopus 로고
    • Computational design of the basic dynamical processes of the UCLA general circulation model
    • Arakawa, A., and V. R. Lamb (1977), Computational design of the basic dynamical processes of the UCLA general circulation model, Methods Comput. Phys., 16, 173-283.
    • (1977) Methods Comput. Phys , vol.16 , pp. 173-283
    • Arakawa, A.1    Lamb, V.R.2
  • 3
    • 0043240772 scopus 로고    scopus 로고
    • An ecosystem model of the global ocean including Fe, Si, P colimitations
    • doi:10.1029/2001GB001745
    • Aumont, O., E. Maier-Reimer, S. Blain, and P. Monfray (2003), An ecosystem model of the global ocean including Fe, Si, P colimitations, Global Biogeochem. Cycles, 17(2), 1060, doi:10.1029/2001GB001745.
    • (2003) Global Biogeochem. Cycles , vol.17 , Issue.2 , pp. 1060
    • Aumont, O.1    Maier-Reimer, E.2    Blain, S.3    Monfray, P.4
  • 4
    • 20444375135 scopus 로고    scopus 로고
    • Carbon-based ocean productivity and phytoplankton physiology from space
    • doi:10.1029/2004GB002299
    • Behrenfeld, M., E. Boss, D. A. Siegel, and D. M. Shea (2005), Carbon-based ocean productivity and phytoplankton physiology from space, Global Biogeochem. Cycles, 19, GB1006, doi:10.1029/2004GB002299.
    • (2005) Global Biogeochem. Cycles , vol.19
    • Behrenfeld, M.1    Boss, E.2    Siegel, D.A.3    Shea, D.M.4
  • 5
    • 0001172026 scopus 로고
    • Global maps of ocean productivity
    • edited by W. H. Berger, V. S. Smetacek, and G. Wefer, pp, John Wiley, Hoboken, N. J
    • Berger, W. H. (1989), Global maps of ocean productivity, in Productivity of the Oceans: Present and Past, edited by W. H. Berger, V. S. Smetacek, and G. Wefer, pp. 429-455, John Wiley, Hoboken, N. J.
    • (1989) Productivity of the Oceans: Present and Past , pp. 429-455
    • Berger, W.H.1
  • 6
    • 34249666959 scopus 로고    scopus 로고
    • Dissolved gasses in sea water
    • 2nd ed, pp, Blackwell Science, Malden, Mass
    • Chester, R. (2000), Dissolved gasses in sea water, in Marine Geochemistry, 2nd ed., pp. 165-199, Blackwell Science, Malden, Mass.
    • (2000) Marine Geochemistry , pp. 165-199
    • Chester, R.1
  • 7
    • 1642386178 scopus 로고    scopus 로고
    • Global ocean carbon cycle modeling
    • edited by M. J. R. Fasham, pp, Springer, New York
    • Doney, S. C., K. Lindsay, and J. K. Moore (2003), Global ocean carbon cycle modeling, in Ocean Biogeochemistry, edited by M. J. R. Fasham, pp.217-238, Springer, New York.
    • (2003) Ocean Biogeochemistry , pp. 217-238
    • Doney, S.C.1    Lindsay, K.2    Moore, J.K.3
  • 9
    • 0001504953 scopus 로고
    • Temperature and phytoplankton growth in the sea
    • Eppley, R. W. (1972), Temperature and phytoplankton growth in the sea, Fish. Bull., 70, 1063-1085.
    • (1972) Fish. Bull , vol.70 , pp. 1063-1085
    • Eppley, R.W.1
  • 10
    • 0031400136 scopus 로고    scopus 로고
    • What is an adjoint model?
    • Errico, R. M. (1997), What is an adjoint model?, Bull. Am. Meteorol., 2577-2591.
    • (1997) Bull. Am. Meteorol , pp. 2577-2591
    • Errico, R.M.1
  • 11
    • 0038372530 scopus 로고    scopus 로고
    • Defining misfit between biogeochemical models and data sets
    • Evans, G. T. (2003), Defining misfit between biogeochemical models and data sets, J. Mar. Syst., 40/41, 49-54.
    • (2003) J. Mar. Syst , vol.40-41 , pp. 49-54
    • Evans, G.T.1
  • 12
    • 0032504117 scopus 로고    scopus 로고
    • Biogeochemical controls and feedbacks on ocean primary production
    • Falkowski, P. G., R. T. Barbere, and V. Smetacek (1998), Biogeochemical controls and feedbacks on ocean primary production, Science, 281, 200-206.
    • (1998) Science , vol.281 , pp. 200-206
    • Falkowski, P.G.1    Barbere, R.T.2    Smetacek, V.3
  • 13
    • 0035080805 scopus 로고    scopus 로고
    • Testing a marine ecosystem model: Sensitivity analysis and parameter optimization
    • Fennel, K., M. Losch, J. Schröter, and M. Wenzel (2001), Testing a marine ecosystem model: Sensitivity analysis and parameter optimization, J. Mar Syst., 28, 45-63.
    • (2001) J. Mar Syst , vol.28 , pp. 45-63
    • Fennel, K.1    Losch, M.2    Schröter, J.3    Wenzel, M.4
  • 14
    • 0035715901 scopus 로고    scopus 로고
    • A data assimilative marine ecosystem model of the Central Equatorial Pacific: Numerical twin experiments
    • Friedrichs, M. A. M. (2001), A data assimilative marine ecosystem model of the Central Equatorial Pacific: Numerical twin experiments, J. Mar. Res., 59, 859-894.
    • (2001) J. Mar. Res , vol.59 , pp. 859-894
    • Friedrichs, M.A.M.1
  • 15
    • 0036138581 scopus 로고    scopus 로고
    • Assimilation of JGOFS EqPac and SeaWiFS data into a marine ecosystem model of the central equatorial Pacific Ocean
    • Friedrichs, M. A. M. (2002), Assimilation of JGOFS EqPac and SeaWiFS data into a marine ecosystem model of the central equatorial Pacific Ocean, Deep Sea Res., Part II, 49, 289-319.
    • (2002) Deep Sea Res., Part II , vol.49 , pp. 289-319
    • Friedrichs, M.A.M.1
  • 16
    • 0038034237 scopus 로고    scopus 로고
    • Assimilation of SeaWiFS data in a coupled physical-biological model of the Adriatic Sea
    • Garcia-Gorriz, E., N. Hoepffner, and M. Ouberdous (2003), Assimilation of SeaWiFS data in a coupled physical-biological model of the Adriatic Sea, J. Mar. Syst., 40/41, 233-252.
    • (2003) J. Mar. Syst , vol.40-41 , pp. 233-252
    • Garcia-Gorriz, E.1    Hoepffner, N.2    Ouberdous, M.3
  • 17
    • 0000639584 scopus 로고
    • Parameterizing eddy-induced tracer transport in the ocean circulation models
    • Gent, P. R., J. Willebrand, T. McDougall, and J. C. McWilliams (1995), Parameterizing eddy-induced tracer transport in the ocean circulation models, J. Phys. Oceanogr., 25, 463-474.
    • (1995) J. Phys. Oceanogr , vol.25 , pp. 463-474
    • Gent, P.R.1    Willebrand, J.2    McDougall, T.3    McWilliams, J.C.4
  • 19
    • 0032269567 scopus 로고    scopus 로고
    • Recipes for adjoint code construction
    • Giering, R., and T. Kaminski (1998), Recipes for adjoint code construction, Trans. Math. Software, 24, 437-474.
    • (1998) Trans. Math. Software , vol.24 , pp. 437-474
    • Giering, R.1    Kaminski, T.2
  • 20
    • 34249975203 scopus 로고
    • Some numerical experiments with variable-storage quasi-Newton algorithms
    • Gilbert, J. C., and C. Lemaréchal (1989), Some numerical experiments with variable-storage quasi-Newton algorithms, Math, Program., 45, 407-435.
    • (1989) Math, Program , vol.45 , pp. 407-435
    • Gilbert, J.C.1    Lemaréchal, C.2
  • 22
    • 7444270687 scopus 로고    scopus 로고
    • Global and regional evaluation of the SeaWiFS chlorophyll data set
    • Gregg, W. W., and N. W. Casey (2004), Global and regional evaluation of the SeaWiFS chlorophyll data set, Remote Sens. Environ., 93, 463-479.
    • (2004) Remote Sens. Environ , vol.93 , pp. 463-479
    • Gregg, W.W.1    Casey, N.W.2
  • 23
    • 5144227613 scopus 로고    scopus 로고
    • Split-domain calibration of an ecosystem model using satellite ocean colour data
    • Hemmings, J. C. P., M. A. Srokosz, P. Challenor, and M. J. R. Fasham (2004), Split-domain calibration of an ecosystem model using satellite ocean colour data, J. Mar Syst., 50, 141-179.
    • (2004) J. Mar Syst , vol.50 , pp. 141-179
    • Hemmings, J.C.P.1    Srokosz, M.A.2    Challenor, P.3    Fasham, M.J.R.4
  • 24
    • 0038267426 scopus 로고    scopus 로고
    • Predictive modeling for marine ecosystems
    • edited by A. J. Robinson et al, pp, John Wiley, Hoboken, N. J
    • Hofmann, E. E., and M. A. M. Friedrichs (2002), Predictive modeling for marine ecosystems, in The Sea, vol. 12, edited by A. J. Robinson et al., pp. 537-565, John Wiley, Hoboken, N. J.
    • (2002) The Sea , vol.12 , pp. 537-565
    • Hofmann, E.E.1    Friedrichs, M.A.M.2
  • 25
    • 33745034524 scopus 로고    scopus 로고
    • Pelagic functional group modeling: Progress, challenges and prospects
    • Hood, R. R., et al. (2006), Pelagic functional group modeling: Progress, challenges and prospects, Deep Sea Res., Part II, 53, 459-512.
    • (2006) Deep Sea Res., Part II , vol.53 , pp. 459-512
    • Hood, R.R.1
  • 26
    • 34248570821 scopus 로고    scopus 로고
    • Sensitivity of ocean carbon tracer distributions to particulate organic flux parameterizations
    • doi:10.1029/2005GB002499
    • Howard, M. T., A. M. E. Winguth, C. Klaas, and E. Maier-Reimer (2006), Sensitivity of ocean carbon tracer distributions to particulate organic flux parameterizations, Global Biogeochem. Cycles, 20, GB3011, doi:10.1029/2005GB002499.
    • (2006) Global Biogeochem. Cycles , vol.20
    • Howard, M.T.1    Winguth, A.M.E.2    Klaas, C.3    Maier-Reimer, E.4
  • 27
    • 0029732806 scopus 로고    scopus 로고
    • Time series sampling and data assimilation in a simple marine ecosystem model
    • Lawson, L. M., E. E. Hofmann, and Y. H. Spitz (1996), Time series sampling and data assimilation in a simple marine ecosystem model, Deep Sea Res., Part II, 43, 625-651.
    • (1996) Deep Sea Res., Part II , vol.43 , pp. 625-651
    • Lawson, L.M.1    Hofmann, E.E.2    Spitz, Y.H.3
  • 28
    • 20444469410 scopus 로고    scopus 로고
    • Ecosystem dynamics based on plankton functional types for global ocean biogeochemistry models
    • doi:10.11111/ j.1365-2486.2005.01004.x
    • Le Quéré, C., et al. (2005), Ecosystem dynamics based on plankton functional types for global ocean biogeochemistry models, Global Change Biol., 11, 2016-2040, doi:10.11111/ j.1365-2486.2005.01004.x.
    • (2005) Global Change Biol , vol.11 , pp. 2016-2040
    • Le Quéré, C.1
  • 30
    • 1542289806 scopus 로고    scopus 로고
    • Weak constraint parameter estimation for a simple ocean ecosystem mode: What can we learn about the model and data?
    • Losa, S. N., G. A. Kivman, and V. A. Ryabchenko (2004), Weak constraint parameter estimation for a simple ocean ecosystem mode: what can we learn about the model and data?, J. Mar Syst., 45, 1-20.
    • (2004) J. Mar Syst , vol.45 , pp. 1-20
    • Losa, S.N.1    Kivman, G.A.2    Ryabchenko, V.A.3
  • 31
    • 0027836968 scopus 로고
    • Geochemical cycles in an ocean general circulation model: Preindustrial tracer distributions
    • Maier-Reimer, E. (1993), Geochemical cycles in an ocean general circulation model: Preindustrial tracer distributions, Global Biogeochem. Cycles, 7, 645-677.
    • (1993) Global Biogeochem. Cycles , vol.7 , pp. 645-677
    • Maier-Reimer, E.1
  • 32
    • 84951600343 scopus 로고
    • 2 in the ocean - An inorganic ocean-circulation carbon cycle model
    • 2 in the ocean - An inorganic ocean-circulation carbon cycle model, Clim. Dyn., 2, 63-90.
    • (1987) Clim. Dyn , vol.2 , pp. 63-90
    • Maier-Reimer, E.1    Hasselmann, K.2
  • 33
    • 0027849821 scopus 로고
    • Mean circulation of the Hamburg LSG OGCM and its sensitivity to the thermohaline surface forcing
    • Maier-Reimer, E., U. Mikolajewicz, and K. Hasselmann (1993), Mean circulation of the Hamburg LSG OGCM and its sensitivity to the thermohaline surface forcing, J. Phys. Oceanogr., 23, 731-757.
    • (1993) J. Phys. Oceanogr , vol.23 , pp. 731-757
    • Maier-Reimer, E.1    Mikolajewicz, U.2    Hasselmann, K.3
  • 34
    • 0032162949 scopus 로고    scopus 로고
    • Science quality of SeaWiFS data for global biosphere research
    • McClain, C. R., M. L. Cleave, G. C. Feldman, W. W. Gregg, and S. B. Hooker (1998), Science quality of SeaWiFS data for global biosphere research, Sea Technol., 39(9), 10-17.
    • (1998) Sea Technol , vol.39 , Issue.9 , pp. 10-17
    • McClain, C.R.1    Cleave, M.L.2    Feldman, G.C.3    Gregg, W.W.4    Hooker, S.B.5
  • 36
    • 0037547174 scopus 로고    scopus 로고
    • Assimilation of ocean colour data into a biochemical model of the North Atlantic: 1. Data assimilation experiments
    • Natvik, L. J., and G. Evensen (2003), Assimilation of ocean colour data into a biochemical model of the North Atlantic: 1. Data assimilation experiments, J. Mar. Syst., 40/41; 127-153.
    • (2003) J. Mar. Syst , vol.40-41 , pp. 127-153
    • Natvik, L.J.1    Evensen, G.2
  • 37
    • 0842340406 scopus 로고    scopus 로고
    • Ocean color chlorophyll algorithms for SeaWiFS OC2 and OC4
    • Version4, 11, NASA Goddard Space Flight Center, Greenbelt, Md
    • O'Reilly, J. E., et al. (2000), Ocean color chlorophyll algorithms for SeaWiFS OC2 and OC4: Version4, Sea WiFS Postlaunch Tech. Rep. Ser 11, NASA Goddard Space Flight Center, Greenbelt, Md.
    • (2000) Sea WiFS Postlaunch Tech. Rep. Ser
    • O'Reilly, J.E.1
  • 38
    • 17744363083 scopus 로고    scopus 로고
    • Estimates of anthropogenic carbon uptake from four three-dimensional global ocean models
    • Orr, J. C., et al. (2001), Estimates of anthropogenic carbon uptake from four three-dimensional global ocean models, Global Biogeochem. Cycles, 15, 43-60.
    • (2001) Global Biogeochem. Cycles , vol.15 , pp. 43-60
    • Orr, J.C.1
  • 39
    • 84890244401 scopus 로고    scopus 로고
    • On the use of data assimilation in biogeochemical modeling
    • edited by E. P. Chassignet, and J. Verron, pp, Springer, New York
    • Oschlies, A. (2006), On the use of data assimilation in biogeochemical modeling, in Ocean Weather Forecasting, edited by E. P. Chassignet, and J. Verron, pp.525-547, Springer, New York.
    • (2006) Ocean Weather Forecasting , pp. 525-547
    • Oschlies, A.1
  • 40
    • 0347823191 scopus 로고    scopus 로고
    • High-latitude controls of thermocline nutrients and low latitude biological productivity
    • Sarmiento, J. L., N. Gruber, M. A. Brzezinski, and J. P. Dunne (2004), High-latitude controls of thermocline nutrients and low latitude biological productivity, Nature, 427, 56-60.
    • (2004) Nature , vol.427 , pp. 56-60
    • Sarmiento, J.L.1    Gruber, N.2    Brzezinski, M.A.3    Dunne, J.P.4
  • 41
    • 0035035304 scopus 로고    scopus 로고
    • Parameter estimates of a zero-dimensional ecosystem model applying the adjoint method
    • Schartau, M., A. Oschlies, and J. Willebrand (2001), Parameter estimates of a zero-dimensional ecosystem model applying the adjoint method, Deep Sea Res., Part II, 48, 1769-1800.
    • (2001) Deep Sea Res., Part II , vol.48 , pp. 1769-1800
    • Schartau, M.1    Oschlies, A.2    Willebrand, J.3
  • 42
    • 85040251343 scopus 로고    scopus 로고
    • Applying the adjoint method for global biogeochemical modeling
    • edited by P. Kasibhatla et al, pp, AGU, Washington, D. C
    • Schlitzer, R. (2000), Applying the adjoint method for global biogeochemical modeling, in Inverse Method in Global Biogeochemical Cycles, Geophys. Monogr. Ser., vol. 114, edited by P. Kasibhatla et al., pp.107-124, AGU, Washington, D. C.
    • (2000) Inverse Method in Global Biogeochemical Cycles, Geophys. Monogr. Ser , vol.114 , pp. 107-124
    • Schlitzer, R.1
  • 43
    • 0030435089 scopus 로고    scopus 로고
    • Effects of plankton dynamics on seasonal carbon fluxes in an ocean general circulation model
    • Six, K., and E. Maier-Reimer (1996), Effects of plankton dynamics on seasonal carbon fluxes in an ocean general circulation model, Global Biogeochem. Cycles, 10, 559-583.
    • (1996) Global Biogeochem. Cycles , vol.10 , pp. 559-583
    • Six, K.1    Maier-Reimer, E.2
  • 44
    • 0035859014 scopus 로고    scopus 로고
    • A watery arms race
    • Smetacek, V. (2001), A watery arms race, Nature, 411, 745.
    • (2001) Nature , vol.411 , pp. 745
    • Smetacek, V.1
  • 45
    • 0035026330 scopus 로고    scopus 로고
    • Configuring an ecosystem model using data from the Bermuda Atlantic Time Series (BATS)
    • Spitz, Y. H., J. R. Moisan, and M. R. Abbott (2001), Configuring an ecosystem model using data from the Bermuda Atlantic Time Series (BATS), Deep Sea Res., Part II, 48, 1733-1768.
    • (2001) Deep Sea Res., Part II , vol.48 , pp. 1733-1768
    • Spitz, Y.H.1    Moisan, J.R.2    Abbott, M.R.3
  • 46
    • 0001634765 scopus 로고
    • The use of adjoint equations in numerical modeling of the atmospheric circulation
    • edited by A. Griewank, and G. Corliess, pp, Soc. of Ind. and Appl. Math, Philadelphia, Pa
    • Talagrand, O. (1991), The use of adjoint equations in numerical modeling of the atmospheric circulation, in Automatic Differentiation of Algorithms: Theory, Implementation and Application, edited by A. Griewank, and G. Corliess, pp. 169-180, Soc. of Ind. and Appl. Math., Philadelphia, Pa.
    • (1991) Automatic Differentiation of Algorithms: Theory, Implementation and Application , pp. 169-180
    • Talagrand, O.1
  • 47
    • 0000389563 scopus 로고
    • The role of the Hessian matrix in fitting models to measurements
    • Thacker, W. C. (1989), The role of the Hessian matrix in fitting models to measurements, J. Geophys. Res., 94, 6177-6196.
    • (1989) J. Geophys. Res , vol.94 , pp. 6177-6196
    • Thacker, W.C.1
  • 49
    • 0037356677 scopus 로고    scopus 로고
    • Particle fluxes in the ocean: Comparison of sediment trap data with results from inverse modeling
    • Usbeck, R., R. Schlitzer, G. Fischer, and G. Wefer (2003), Particle fluxes in the ocean: Comparison of sediment trap data with results from inverse modeling, J. Mar. Syst., 39, 167-183.
    • (2003) J. Mar. Syst , vol.39 , pp. 167-183
    • Usbeck, R.1    Schlitzer, R.2    Fischer, G.3    Wefer, G.4
  • 50
    • 0030767621 scopus 로고    scopus 로고
    • Specification of eddy transfer coefficients in coarse-resolution ocean circulation models
    • Visbeck, M., J. Marshall, T. Haine, and M. Spall (1997), Specification of eddy transfer coefficients in coarse-resolution ocean circulation models, J. Phys. Oceanogr., 27, 381-402.
    • (1997) J. Phys. Oceanogr , vol.27 , pp. 381-402
    • Visbeck, M.1    Marshall, J.2    Haine, T.3    Spall, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.