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Volumn 14, Issue 9, 2017, Pages 2343-2357

Reviews and syntheses: Flying the satellite into your model: On the role of observation operators in constraining models of the Earth system and the carbon cycle

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; CARBON CYCLE; DATA ASSIMILATION; GEOPHYSICAL METHOD; NUMERICAL MODEL; SATELLITE; SPECTRAL REFLECTANCE;

EID: 85018913676     PISSN: 17264170     EISSN: 17264189     Source Type: Journal    
DOI: 10.5194/bg-14-2343-2017     Document Type: Review
Times cited : (23)

References (106)
  • 2
    • 84977245393 scopus 로고
    • The resolving power of gross earth data
    • Backus, G. and Gilbert, F.: The Resolving Power of Gross Earth Data, Geophys. J. Int., 16, 169-205, doi:10.1111/j.1365-246X.1968.tb00216.x, 1968.
    • (1968) Geophys. J. Int. , vol.16 , pp. 169-205
    • Backus, G.1    Gilbert, F.2
  • 3
    • 58049201686 scopus 로고    scopus 로고
    • A review of forecast error covariance statistics in atmospheric variational data assimilation. I: Characteristics and measurements of forecast error covariances
    • Bannister, R. N.: A review of forecast error covariance statistics in atmospheric variational data assimilation. I: Characteristics and measurements of forecast error covariances, Q. J. Roy. Meteor. Soc., 134, 1951-1970, doi:10.1002/qj.339, 2008a.
    • (2008) Q. J. Roy. Meteor. Soc. , vol.134 , pp. 1951-1970
    • Bannister, R.N.1
  • 4
    • 58049193556 scopus 로고    scopus 로고
    • A review of forecast error covariance statistics in atmospheric variational data assimilation. II: Modelling the forecast error covariance statistics
    • Bannister, R. N.: A review of forecast error covariance statistics in atmospheric variational data assimilation. II: Modelling the forecast error covariance statistics, Q. J. Roy. Meteor. Soc., 134, 1971-1996, doi:10.1002/qj.340, 2008b.
    • (2008) Q. J. Roy. Meteor. Soc. , vol.134 , pp. 1971-1996
    • Bannister, R.N.1
  • 5
    • 77952600209 scopus 로고    scopus 로고
    • On the efficacy of combining thermal and microwave satellite data as observational constraints for root-zone soil moisture estimation
    • Barrett, D. J. and Renzullo, L. J.: On the Efficacy of Combining Thermal and Microwave Satellite Data as Observational Constraints for Root-Zone Soil Moisture Estimation, J. Hydrometeorol., 10, 1109-1127, doi:10.1175/2009JHM1043.1, 2009.
    • (2009) J. Hydrometeorol. , vol.10 , pp. 1109-1127
    • Barrett, D.J.1    Renzullo, L.J.2
  • 7
    • 79955903849 scopus 로고    scopus 로고
    • A comprehensive set of benchmark tests for a land surface model of simultaneous fluxes of water and carbon at both the global and seasonal scale
    • Blyth, E., Clark, D. B., Ellis, R., Huntingford, C., Los, S., Pryor, M., Best, M., and Sitch, S.: A comprehensive set of benchmark tests for a land surface model of simultaneous fluxes of water and carbon at both the global and seasonal scale, Geosci. Model Dev., 4, 255-269, doi:10.5194/gmd-4-255-2011, 2011.
    • (2011) Geosci. Model Dev. , vol.4 , pp. 255-269
    • Blyth, E.1    Clark, D.B.2    Ellis, R.3    Huntingford, C.4    Los, S.5    Pryor, M.6    Best, M.7    Sitch, S.8
  • 8
    • 79953115248 scopus 로고    scopus 로고
    • COSP: Satellite simulation software for model assessment
    • Bodas-Salcedo, A. E. A.: COSP: satellite simulation software for model assessment, B. Am. Meteorol. Soc., 92, 1023-1043, 2011.
    • (2011) B. Am. Meteorol. Soc. , vol.92 , pp. 1023-1043
    • Bodas-Salcedo, A.E.A.1
  • 9
    • 84866162635 scopus 로고    scopus 로고
    • On the use of EDA background error variances in the ECMWF 4D-Var
    • Bonavita, M., Isaksen, L., and Holm, E. V.: On the use of EDA background error variances in the ECMWF 4D-Var, Q. J. Roy. Meteor. Soc., 138, 1540-1559, doi:10.1002/qj.1899, 2012.
    • (2012) Q. J. Roy. Meteor. Soc. , vol.138 , pp. 1540-1559
    • Bonavita, M.1    Isaksen, L.2    Holm, E.V.3
  • 11
    • 77955575343 scopus 로고    scopus 로고
    • Intercomparison of variational data assimilation and the ensemble kalman filter for global deterministic NWP. Part I: Description and single-observation experiments
    • Buehner, M., Houtekamer, P. L., Charette, C., Mitchell, H. L., and He, B.: Intercomparison of Variational Data Assimilation and the Ensemble Kalman Filter for Global Deterministic NWP. Part I: Description and Single-Observation Experiments, Mon.Weather Rev., 138, 1550-1566, doi:10.1175/2009MWR3157.1, 2010.
    • (2010) Mon. Weather Rev. , vol.138 , pp. 1550-1566
    • Buehner, M.1    Houtekamer, P.L.2    Charette, C.3    Mitchell, H.L.4    He, B.5
  • 12
    • 58049193006 scopus 로고    scopus 로고
    • Potential use of an ensemble of analyses in the ECMWF Ensemble Prediction System
    • Buizza, R., Leutbecher, M., and Isaksen, L.: Potential use of an ensemble of analyses in the ECMWF Ensemble Prediction System, Q. J. Roy. Meteor. Soc., 134, 2051-2066, doi:10.1002/qj.346, 2008.
    • (2008) Q. J. Roy. Meteor. Soc. , vol.134 , pp. 2051-2066
    • Buizza, R.1    Leutbecher, M.2    Isaksen, L.3
  • 14
    • 84943771418 scopus 로고    scopus 로고
    • On the statistical optimality of CO2 atmospheric inversions assimilating CO2 column retrievals
    • Chevallier, F.: On the statistical optimality of CO2 atmospheric inversions assimilating CO2 column retrievals, Atmos. Chem. Phys., 15, 11133-11145, doi:10.5194/acp-15-11133-2015, 2015.
    • (2015) Atmos. Chem. Phys. , vol.15 , pp. 11133-11145
    • Chevallier, F.1
  • 15
    • 2142707267 scopus 로고    scopus 로고
    • The capability of 4D-Var systems to assimilate cloud-affected satellite infrared radiances
    • Chevallier, F., Lopez, P., Tompkins, A., Janiskova, M., and Moreau, E.: The capability of 4D-Var systems to assimilate cloud-affected satellite infrared radiances, Q. J. Roy. Meteor. Soc., 130, 917-932, 2004.
    • (2004) Q. J. Roy. Meteor. Soc. , vol.130 , pp. 917-932
    • Chevallier, F.1    Lopez, P.2    Tompkins, A.3    Janiskova, M.4    Moreau, E.5
  • 16
    • 84884211015 scopus 로고    scopus 로고
    • Operational implementation of a hybrid ensemble/4D-Var global data assimilation system at the Met Office
    • Clayton, A. M., Lorenc, A. C., and Barker, D. M.: Operational implementation of a hybrid ensemble/4D-Var global data assimilation system at the Met Office, Q. J. Roy. Meteor. Soc., 139, 1445-1461, doi:10.1002/qj.2054, 2013.
    • (2013) Q. J. Roy. Meteor. Soc. , vol.139 , pp. 1445-1461
    • Clayton, A.M.1    Lorenc, A.C.2    Barker, D.M.3
  • 19
    • 65349119469 scopus 로고    scopus 로고
    • Comparing ERA-40-based L-band brightness temperatures with skylab observations: A calibration/validation study using the community Microwave Emission Model
    • Drusch, M., Holmes, T., de Rosnay, P., and Balsamo, G.: Comparing ERA-40-Based L-Band Brightness Temperatures with Skylab Observations: A Calibration/Validation Study Using the Community Microwave Emission Model, J. Hydrometeorol., 10, 213-226, doi:10.1175/2008JHM964.1, 2009.
    • (2009) J. Hydrometeorol. , vol.10 , pp. 213-226
    • Drusch, M.1    Holmes, T.2    De Rosnay, P.3    Balsamo, G.4
  • 20
    • 79960918785 scopus 로고    scopus 로고
    • Statistically optimized inversion algorithm for enhanced retrieval of aerosol properties from spectral multi-angle polarimetric satellite observations
    • Dubovik, O., Herman, M., Holdak, A., Lapyonok, T., Tanre, D., Deuze, J. L., Ducos, F., Sinyuk, A., and Lopatin, A.: Statistically optimized inversion algorithm for enhanced retrieval of aerosol properties from spectral multi-angle polarimetric satellite observations, Atmos. Meas. Tech., 4, 975-1018, doi:10.5194/amt-4-975-2011, 2011.
    • (2011) Atmos. Meas. Tech. , vol.4 , pp. 975-1018
    • Dubovik, O.1    Herman, M.2    Holdak, A.3    Lapyonok, T.4    Tanre, D.5    Deuze, J.L.6    Ducos, F.7    Sinyuk, A.8    Lopatin, A.9
  • 22
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble Kalman filter: Theoretical formulation and practical implementation
    • Evensen, G.: The ensemble Kalman filter: Theoretical formulation and practical implementation, Ocean Dynam., 53, 343-367, 2003.
    • (2003) Ocean Dynam. , vol.53 , pp. 343-367
    • Evensen, G.1
  • 23
    • 0003411440 scopus 로고
    • A fast radiative transfer model for satellite sounding systems
    • Eyre, J.: A fast radiative transfer model for satellite sounding systems, ECMWF Research Dept. Tech. Memo, 176, 28 pp., 1991.
    • (1991) ECMWF Research Dept. Tech. Memo , vol.176 , pp. 28
    • Eyre, J.1
  • 24
    • 34250250163 scopus 로고
    • A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species
    • Farquhar, G., von Caemmerer, S. V., and Berry, J.: A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species, Planta, 149, 78-90, 1980.
    • (1980) Planta , vol.149 , pp. 78-90
    • Farquhar, G.1    Von Caemmerer, S.V.2    Berry, J.3
  • 25
    • 84939280925 scopus 로고    scopus 로고
    • ECCO version 4: An integrated framework for non-linear inverse modeling and global ocean state estimation
    • Forget, G., Campin, J.-M., Heimbach, P., Hill, C. N., Ponte, R. M., and Wunsch, C.: ECCO version 4: an integrated framework for non-linear inverse modeling and global ocean state estimation, Geosci. Model Dev., 8, 3071-3104, doi:10.5194/gmd-8-3071-2015, 2015.
    • (2015) Geosci. Model Dev. , vol.8 , pp. 3071-3104
    • Forget, G.1    Campin, J.-M.2    Heimbach, P.3    Hill, C.N.4    Ponte, R.M.5    Wunsch, C.6
  • 26
    • 0032269567 scopus 로고    scopus 로고
    • Recipes for adjoint code construction
    • Giering, R. and Kaminski, T.: Recipes for Adjoint Code Construction, ACM T. Math. Software, 24, 437-474, doi:10.1145/293686.293695, 1998.
    • (1998) ACM T. Math. Software , vol.24 , pp. 437-474
    • Giering, R.1    Kaminski, T.2
  • 27
    • 0006037249 scopus 로고    scopus 로고
    • A semidiscrete model for the scattering of light by vegetation
    • Gobron, N., Pinty, B., Verstraete, M. M., and Govaerts, Y.: A semidiscrete model for the scattering of light by vegetation, J. Geophys. Res.-Atmos., 102, 9431-9446, doi:10.1029/96JD04013, 1997.
    • (1997) J. Geophys. Res.-Atmos. , vol.102 , pp. 9431-9446
    • Gobron, N.1    Pinty, B.2    Verstraete, M.M.3    Govaerts, Y.4
  • 28
    • 78249264401 scopus 로고    scopus 로고
    • Joint retrieval of surface reflectance and aerosol optical depth from MSG/SEVIRI observations with an optimal estimation approach: 1. Theory
    • Govaerts, Y. M., Wagner, S., Lattanzio, A., and Watts, P.: Joint retrieval of surface reflectance and aerosol optical depth from MSG/SEVIRI observations with an optimal estimation approach: 1. Theory, J. Geophys. Res.-Atmos., 115, d02203, doi:10.1029/2009JD011779, 2010.
    • (2010) J. Geophys. Res.-Atmos. , vol.115 , pp. d02203
    • Govaerts, Y.M.1    Wagner, S.2    Lattanzio, A.3    Watts, P.4
  • 29
    • 0003086453 scopus 로고
    • On automatic differentiation
    • edited by: Iri, M. and Tanabe, K. Kluwer Academic Publishers, Dordrecht
    • Griewank, A.: On Automatic Differentiation, in: Mathematical Programming: Recent Developments and Applications, edited by: Iri, M. and Tanabe, K., 83-108, Kluwer Academic Publishers, Dordrecht, 1989.
    • (1989) Mathematical Programming: Recent Developments and Applications , pp. 83-108
    • Griewank, A.1
  • 30
    • 84962487900 scopus 로고    scopus 로고
    • Efficient emulation of radiative transfer codes using Gaussian processes and application to land surface parameter inferences
    • Gomez-Dans, J. L., Lewis, P. E., and Disney, M.: Efficient Emulation of Radiative Transfer Codes Using Gaussian Processes and Application to Land Surface Parameter Inferences, Remote Sens., 8, 119, doi:10.3390/rs8020119, 2016.
    • (2016) Remote Sens. , vol.8 , pp. 119
    • Gomez-Dans, J.L.1    Lewis, P.E.2    Disney, M.3
  • 31
    • 24044477552 scopus 로고    scopus 로고
    • "to be recorded" Analysis in reverse-mode automatic differentiation
    • Hascoet, L., Naumann, U., and Pascual, V.: "To Be Recorded" Analysis in Reverse-Mode Automatic Differentiation, Future Generation Computer Systems, 21, 1401-1417, doi:10.1016/j.future.2004.11.009, 2004.
    • (2004) Future Generation Computer Systems , vol.21 , pp. 1401-1417
    • Hascoet, L.1    Naumann, U.2    Pascual, V.3
  • 33
    • 77957156147 scopus 로고    scopus 로고
    • Inverse modeling approaches to infer surface trace gas fluxes from observed atmospheric mixing ratios
    • edited by: Bouwman, A. F., Chap. 14 Elsevier, Amsterdam
    • Heimann, M. and Kaminski, T.: Inverse Modeling Approaches to Infer Surface Trace Gas Fluxes from Observed Atmospheric Mixing Ratios, in: Approaches to scaling of trace gas fluxes in ecosystems, edited by: Bouwman, A. F., Chap. 14, 275-295, Elsevier, Amsterdam, 1999.
    • (1999) Approaches to Scaling of Trace Gas Fluxes in Ecosystems , pp. 275-295
    • Heimann, M.1    Kaminski, T.2
  • 37
    • 44949287707 scopus 로고
    • PROSPECT: A model of leaf optical properties spectra
    • Jacquemoud, S. and Baret, F.: PROSPECT: A model of leaf optical properties spectra, Remote Sens. Environ., 34, 75-91, doi:10.1016/0034-4257(90)90100-Z, 1990.
    • (1990) Remote Sens. Environ. , vol.34 , pp. 75-91
    • Jacquemoud, S.1    Baret, F.2
  • 38
    • 0031735312 scopus 로고    scopus 로고
    • Efficient methods to assimilate remotely sensed data based on information content
    • Joiner, J. and Da Silva, A. M.: Efficient methods to assimilate remotely sensed data based on information content, Q. J. Roy. Meteor. Soc., 124, 1669-1694, doi:10.1002/qj.49712454915, 1998.
    • (1998) Q. J. Roy. Meteor. Soc. , vol.124 , pp. 1669-1694
    • Joiner, J.1    Da Silva, A.M.2
  • 40
    • 80051962998 scopus 로고    scopus 로고
    • Assimilation and network design
    • edited by: Dolman, H., Freibauer, A., and Valentini, R., Ecological Studies, Chap. 3 Springer-Verlag, New York, doi:10.1007/978-0-387-76570-9-3
    • Kaminski, T. and Rayner, P. J.: Assimilation and Network Design, in: Observing the continental scale Greenhouse Gas Balance of Europe, edited by: Dolman, H., Freibauer, A., and Valentini, R., Ecological Studies, Chap. 3, 33-52, Springer-Verlag, New York, doi:10.1007/978-0-387-76570-9-3, 2008.
    • (2008) Observing the Continental Scale Greenhouse Gas Balance of Europe , pp. 33-52
    • Kaminski, T.1    Rayner, P.J.2
  • 41
    • 85018929481 scopus 로고    scopus 로고
    • Assisting the evolution of the observing system for the carbon cycle through quantitative network design
    • in press
    • Kaminski, T. and Rayner, P. J.: Assisting the Evolution of the Observing System for the Carbon Cycle through Quantitative Network Design, Biogeosciences Discuss., in press, 2017.
    • (2017) Biogeosciences Discuss.
    • Kaminski, T.1    Rayner, P.J.2
  • 44
    • 84873125749 scopus 로고    scopus 로고
    • Quantifying the benefit of A-SCOPE data for reducing uncertainties in terrestrial carbon fluxes in CCDAS
    • Kaminski, T., Scholze, M., and Houweling, S.: Quantifying the Benefit of A-SCOPE Data for Reducing Uncertainties in Terrestrial Carbon Fluxes in CCDAS, Tellus B, 62, 5, doi:10.1111/j.1600-0889.2010.00483.x, 2010.
    • (2010) Tellus B , vol.62 , pp. 5
    • Kaminski, T.1    Scholze, M.2    Houweling, S.3
  • 45
    • 84865757614 scopus 로고    scopus 로고
    • Consistent assimilation of MERIS FAPAR and atmospheric CO2 into a terrestrial vegetation model and interactive mission benefit analysis
    • Kaminski, T., Knorr, W., Scholze, M., Gobron, N., Pinty, B., Giering, R., and Mathieu, P.-P.: Consistent assimilation of MERIS FAPAR and atmospheric CO2 into a terrestrial vegetation model and interactive mission benefit analysis, Biogeosciences, 9, 3173-3184, doi:10.5194/bg-9-3173-2012, 2012a.
    • (2012) Biogeosciences , vol.9 , pp. 3173-3184
    • Kaminski, T.1    Knorr, W.2    Scholze, M.3    Gobron, N.4    Pinty, B.5    Giering, R.6    Mathieu, P.-P.7
  • 46
    • 84865773632 scopus 로고    scopus 로고
    • Observing the continental-scale carbon balance: Assessment of sampling complementarity and redundancy in a terrestrial assimilation system by means of quantitative network design
    • Kaminski, T., Rayner, P. J., Voßbeck, M., Scholze, M., and Koffi, E.: Observing the continental-scale carbon balance: assessment of sampling complementarity and redundancy in a terrestrial assimilation system by means of quantitative network design, Atmos. Chem. Phys., 12, 7867-7879, doi:10.5194/acp-12-7867-2012, 2012b.
    • (2012) Atmos. Chem. Phys. , vol.12 , pp. 7867-7879
    • Kaminski, T.1    Rayner, P.J.2    Voßbeck, M.3    Scholze, M.4    Koffi, E.5
  • 48
    • 84930947409 scopus 로고    scopus 로고
    • Exploring the utility of quantitative network design in evaluating Arctic sea ice thickness sampling strategies
    • Kaminski, T., Kauker, F., Eicken, H., and Karcher, M.: Exploring the utility of quantitative network design in evaluating Arctic sea ice thickness sampling strategies, The Cryosphere, 9, 1721-1733, doi:10.5194/tc-9-1721-2015, 2015.
    • (2015) The Cryosphere , vol.9 , pp. 1721-1733
    • Kaminski, T.1    Kauker, F.2    Eicken, H.3    Karcher, M.4
  • 50
  • 52
    • 2542616880 scopus 로고    scopus 로고
    • Atmospheric transmittance of an absorbing gas. 6. OPTRAN status report and introduction to the NESDIS/NCEP community radiative transfer model
    • Kleespies, T., van Delst, P., McMillin, L., and Derber, J.: Atmospheric transmittance of an absorbing gas. 6. OPTRAN status report and introduction to the NESDIS/NCEP community radiative transfer model, Appl. Optics, 43, 3103-3109, 2004.
    • (2004) Appl. Optics , vol.43 , pp. 3103-3109
    • Kleespies, T.1    Van Delst, P.2    McMillin, L.3    Derber, J.4
  • 54
    • 39749152755 scopus 로고    scopus 로고
    • Multitemporal-patch ensemble inversion of coupled surfaceatmosphere radiative transfer models for land surface characterization
    • Lauvernet, C., Baret, F., Hascoet, L., Buis, S., and LeDimet, F.-X.: Multitemporal-patch ensemble inversion of coupled surfaceatmosphere radiative transfer models for land surface characterization, Remote Sens. Environ., 112, 851-861, 2008.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 851-861
    • Lauvernet, C.1    Baret, F.2    Hascoet, L.3    Buis, S.4    LeDimet, F.-X.5
  • 58
    • 84897978575 scopus 로고    scopus 로고
    • Do we (need to) care about canopy radiation schemes in DGVMs? Caveats and potential impacts
    • Loew, A., van Bodegom, P. M., Widlowski, J.-L., Otto, J., Quaife, T., Pinty, B., and Raddatz, T.: Do we (need to) care about canopy radiation schemes in DGVMs? Caveats and potential impacts, Biogeosciences, 11, 1873-1897, doi:10.5194/bg-11-1873-2014, 2014.
    • (2014) Biogeosciences , vol.11 , pp. 1873-1897
    • Loew, A.1    Van Bodegom, P.M.2    Widlowski, J.-L.3    Otto, J.4    Quaife, T.5    Pinty, B.6    Raddatz, T.7
  • 59
    • 34247212113 scopus 로고    scopus 로고
    • 4D-Var and the butterfly effect: Statistical four-dimensional data assimilation for a wide range of scales
    • Lorenc, A. C. and Payne, T.: 4D-Var and the butterfly effect: Statistical four-dimensional data assimilation for a wide range of scales, Q. J. Roy. Meteor. Soc., 133, 607-614, doi:10.1002/qj.36, 2007.
    • (2007) Q. J. Roy. Meteor. Soc. , vol.133 , pp. 607-614
    • Lorenc, A.C.1    Payne, T.2
  • 61
    • 0030762883 scopus 로고    scopus 로고
    • A finite-volume, incompressible Navier Stokes model for studies of the ocean on parallel computers
    • Marshall, J., Adcroft, A., Hill, C., Perelman, L., and Heisey, C.: A finite-volume, incompressible Navier Stokes model for studies of the ocean on parallel computers, J. Geophys. Res., 102, 5753-5766, 1997.
    • (1997) J. Geophys. Res. , vol.102 , pp. 5753-5766
    • Marshall, J.1    Adcroft, A.2    Hill, C.3    Perelman, L.4    Heisey, C.5
  • 63
    • 40649107376 scopus 로고    scopus 로고
    • Data assimilation: From photon counts to Earth System forecasts
    • Mathieu, P. and O'Neill, A.: Data assimilation: From photon counts to Earth System forecasts, Remote Sens. Environ., 112, 1258-1267, 2008.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 1258-1267
    • Mathieu, P.1    O'Neill, A.2
  • 64
    • 84870525276 scopus 로고    scopus 로고
    • Retrieval of sea ice emissivity and integrated retrieval of surface and atmospheric parameters over the arctic from AMSR-E data
    • Melsheimer, C., Heygster, G., Mathew, N., and Pedersen, L.: Retrieval of Sea Ice Emissivity and Integrated Retrieval of Surface and Atmospheric Parameters over the Arctic from AMSR-E data, J. Remote Sens. Soc. Jpn., 29, 236-241, 2009.
    • (2009) J. Remote Sens. Soc. Jpn. , vol.29 , pp. 236-241
    • Melsheimer, C.1    Heygster, G.2    Mathew, N.3    Pedersen, L.4
  • 66
    • 84855767106 scopus 로고    scopus 로고
    • On the equivalence between radiance and retrieval assimilation
    • Migliorini, S.: On the Equivalence between Radiance and Retrieval Assimilation, Mon. Weather Rev., 140, 258-265, doi:10.1175/MWR-D-10-05047.1, 2012.
    • (2012) Mon. Weather Rev. , vol.140 , pp. 258-265
    • Migliorini, S.1
  • 67
    • 65549137155 scopus 로고    scopus 로고
    • Infrared radiance modeling by optimal spectral sampling
    • Moncet, J.-L., Uymin, G., Lipton, A. E., and Snell, H. E.: Infrared Radiance Modeling by Optimal Spectral Sampling, J. Atmos. Sci., 65, 3917-3934, doi:10.1175/2008JAS2711.1, 2008.
    • (2008) J. Atmos. Sci. , vol.65 , pp. 3917-3934
    • Moncet, J.-L.1    Uymin, G.2    Lipton, A.E.3    Snell, H.E.4
  • 68
    • 1542348235 scopus 로고    scopus 로고
    • A comprehensive ocean prediction and analysis system based on the tangent linear and adjoint of a regional ocean model
    • Moore, A., Arango, H., Di Lorenzo, E., Cornuelle, B., Miller, A., and Neilson, D.: A comprehensive ocean prediction and analysis system based on the tangent linear and adjoint of a regional ocean model, Ocean Model., 7, 227-258, doi:10.1016/j.ocemod.2003.11.001, 2004.
    • (2004) Ocean Model. , vol.7 , pp. 227-258
    • Moore, A.1    Arango, H.2    Di Lorenzo, E.3    Cornuelle, B.4    Miller, A.5    Neilson, D.6
  • 69
    • 33751245085 scopus 로고    scopus 로고
    • The successive-order-of-interaction radiative transfer model. Part II: Model performance and applications
    • O'Dell, C.W., Heidinger, A. K., Greenwald, T., Bauer, P., and Bennartz, R.: The successive-order-of-interaction radiative transfer model. Part II: Model performance and applications, J. Appl. Meteorol. Clim., 45, 1403-1413, 2006.
    • (2006) J. Appl. Meteorol. Clim. , vol.45 , pp. 1403-1413
    • O'Dell, C.W.1    Heidinger, A.K.2    Greenwald, T.3    Bauer, P.4    Bennartz, R.5
  • 72
    • 33644962686 scopus 로고    scopus 로고
    • Simplifying the interaction of land surfaces with radiation for relating remote sensing products to climate models
    • Pinty, B., Lavergne, T., Dickinson, R., Widlowski, J., Gobron, N., and Verstraete, M.: Simplifying the interaction of land surfaces with radiation for relating remote sensing products to climate models, J. Geophys. Res., 111, 2156-2202, doi:10.1029/2005JD005952, 2006.
    • (2006) J. Geophys. Res. , vol.111 , pp. 2156-2202
    • Pinty, B.1    Lavergne, T.2    Dickinson, R.3    Widlowski, J.4    Gobron, N.5    Verstraete, M.6
  • 74
    • 79952922063 scopus 로고    scopus 로고
    • Exploiting the MODIS albedos with the Two-stream Inversion Package (JRC-TIP): 1. Effective leaf area index, vegetation, and soil properties
    • Pinty, B., Andredakis, I., Clerici, M., Kaminski, T., Taberner, M., Verstraete, M. M., Gobron, N., Plummer, S., and Widlowski, J.-L.: Exploiting the MODIS albedos with the Two-stream Inversion Package (JRC-TIP): 1. Effective leaf area index, vegetation, and soil properties, J. Geophys. Res.-Atmos., 116, D09105, doi:10.1029/2010JD015372, 2011a.
    • (2011) J. Geophys. Res.-Atmos. , vol.116 , pp. D09105
    • Pinty, B.1    Andredakis, I.2    Clerici, M.3    Kaminski, T.4    Taberner, M.5    Verstraete, M.M.6    Gobron, N.7    Plummer, S.8    Widlowski, J.-L.9
  • 75
    • 79952922063 scopus 로고    scopus 로고
    • Exploiting the MODIS albedos with the Two-stream Inversion Package (JRC-TIP): 2. Fractions of transmitted and absorbed fluxes in the vegetation and soil layers
    • Pinty, B., Clerici, M., Andredakis, I., Kaminski, T., Taberner, M., Verstraete, M. M., Gobron, N., Plummer, S., and Widlowski, J.-L.: Exploiting the MODIS albedos with the Two-stream Inversion Package (JRC-TIP): 2. Fractions of transmitted and absorbed fluxes in the vegetation and soil layers, J. Geophys. Res.-Atmos., 116, D09106, doi:10.1029/2010JD015373, 2011b.
    • (2011) J. Geophys. Res.-Atmos. , vol.116 , pp. D09106
    • Pinty, B.1    Clerici, M.2    Andredakis, I.3    Kaminski, T.4    Taberner, M.5    Verstraete, M.M.6    Gobron, N.7    Plummer, S.8    Widlowski, J.-L.9
  • 76
    • 0342804504 scopus 로고    scopus 로고
    • The ECMWF operational implementation of fourdimensional variational assimilation. Part I: Experimental results with simplified physics
    • Rabier, F., Jarvinen, H., Klinker, E., Mahfouf, J.-F., and Simmons, A.: The ECMWF operational implementation of fourdimensional variational assimilation. Part I: Experimental results with simplified physics, Q. J. Roy. Meteor. Soc., 126, 1143-1170, 2000.
    • (2000) Q. J. Roy. Meteor. Soc. , vol.126 , pp. 1143-1170
    • Rabier, F.1    Jarvinen, H.2    Klinker, E.3    Mahfouf, J.-F.4    Simmons, A.5
  • 77
    • 0028183911 scopus 로고
    • SMAC: A simplified method for the atmospheric correction of satellite measurements in the solar spectrum
    • Rahman, H. and Dedieu, G.: SMAC: a simplified method for the atmospheric correction of satellite measurements in the solar spectrum, Int. J. Remote Sens., 15, 123-143, doi:10.1080/01431169408954055, 1994.
    • (1994) Int. J. Remote Sens. , vol.15 , pp. 123-143
    • Rahman, H.1    Dedieu, G.2
  • 78
    • 27644496017 scopus 로고    scopus 로고
    • Two decades of terrestrial Carbon fluxes from a Carbon Cycle Data Assimilation System (CCDAS)
    • Rayner, P., Scholze, M., Knorr, W., Kaminski, T., Giering, R., and Widmann, H.: Two decades of terrestrial Carbon fluxes from a Carbon Cycle Data Assimilation System (CCDAS), Global Biogeochem. Cy., 19, GB2026, doi:10.1029/2004GB002254, 2005.
    • (2005) Global Biogeochem. Cy. , vol.19 , pp. GB2026
    • Rayner, P.1    Scholze, M.2    Knorr, W.3    Kaminski, T.4    Giering, R.5    Widmann, H.6
  • 79
    • 0034745107 scopus 로고    scopus 로고
    • The utility of remotely sensed CO2 concentration data in surface source inversions
    • Rayner, P. J. and O'Brien, D. M.: The utility of remotely sensed CO2 concentration data in surface source inversions, Geophys. Res. Lett., 28, 175-178, 2001.
    • (2001) Geophys. Res. Lett. , vol.28 , pp. 175-178
    • Rayner, P.J.1    O'Brien, D.M.2
  • 82
    • 1642319758 scopus 로고    scopus 로고
    • Intercomparison of remote sounding instruments
    • Rodgers, C. D. and Connor, B. J.: Intercomparison of remote sounding instruments, J. Geophys. Res.-Atmos., 108, 4116, doi:10.1029/2002JD002299, 2003.
    • (2003) J. Geophys. Res.-Atmos. , vol.108 , pp. 4116
    • Rodgers, C.D.1    Connor, B.J.2
  • 83
    • 0032801465 scopus 로고    scopus 로고
    • An improved fast radiative transfer model for assimilation of satellite radiance observations
    • Saunders, R., Matricardi, M., and Brunel, P.: An improved fast radiative transfer model for assimilation of satellite radiance observations, Q. J. Roy. Meteor. Soc., 125, 1407-1425, 1999.
    • (1999) Q. J. Roy. Meteor. Soc. , vol.125 , pp. 1407-1425
    • Saunders, R.1    Matricardi, M.2    Brunel, P.3
  • 84
    • 84977943904 scopus 로고    scopus 로고
    • Simultaneous assimilation of {SMOS} soil moisture and atmospheric {CO2} in-situ observations to constrain the global terrestrial carbon cycle
    • Scholze, M., Kaminski, T., Knorr, W., Blessing, S., Vossbeck, M., Grant, J., and Scipal, K.: Simultaneous assimilation of {SMOS} soil moisture and atmospheric {CO2} in-situ observations to constrain the global terrestrial carbon cycle, Remote Sens. Environ., 180, 334-345, doi:10.1016/j.rse.2016.02.058, 2016.
    • (2016) Remote Sens. Environ. , vol.180 , pp. 334-345
    • Scholze, M.1    Kaminski, T.2    Knorr, W.3    Blessing, S.4    Vossbeck, M.5    Grant, J.6    Scipal, K.7
  • 87
    • 64149083162 scopus 로고    scopus 로고
    • Obstacles to high-dimensional particle filtering
    • Snyder, C., Bengtsson, T., Bickel, P., and Anderson, J.: Obstacles to High-Dimensional Particle Filtering, Mon.Weather Rev., 136, 4629-4640, doi:10.1175/2008MWR2529.1, 2008.
    • (2008) Mon.Weather Rev. , vol.136 , pp. 4629-4640
    • Snyder, C.1    Bengtsson, T.2    Bickel, P.3    Anderson, J.4
  • 88
    • 0037107217 scopus 로고    scopus 로고
    • The global ocean circulation during 1992-1997, estimated from ocean observations and a general circulation model
    • Stammer, D., Wunsch, C., Giering, R., Eckert, C., Heimbach, P., Marotzke, J., Adcroft, A., Hill, C. N., and Marshall, J.: The global ocean circulation during 1992-1997, estimated from ocean observations and a general circulation model, J. Geophys. Res., 107, 3118, doi:10.1029/2001JC000888, 2002.
    • (2002) J. Geophys. Res. , vol.107 , pp. 3118
    • Stammer, D.1    Wunsch, C.2    Giering, R.3    Eckert, C.4    Heimbach, P.5    Marotzke, J.6    Adcroft, A.7    Hill, C.N.8    Marshall, J.9
  • 90
    • 0001634765 scopus 로고
    • The use of adjoint equations in numerical modelling of the atmospheric circulation
    • edited by: Griewank, A. and Corliss, G. F. SIAM, Philadelphia, Penn.
    • Talagrand, O.: The Use of Adjoint Equations in Numerical Modelling of the Atmospheric Circulation, in: Automatic Differentiation of Algorithms: Theory, Implementation, and Application, edited by: Griewank, A. and Corliss, G. F., 169-180, SIAM, Philadelphia, Penn., 1991.
    • (1991) Automatic Differentiation of Algorithms: Theory, Implementation, and Application , pp. 169-180
    • Talagrand, O.1
  • 93
    • 42549088433 scopus 로고    scopus 로고
    • Sea ice emission modelling
    • edited by: Matzler C., Rosenkranz, P. W., Battaglia, A., and Wigneron, J. P., IET Electromagnetic Waves Series 52, London, UK
    • Tonboe, R., Andersen, S., Toudal, L., and Heygster, G.: Sea ice emission modelling, in: Thermal Microwave Radiation-Applications for Remote Sensing, edited by: Matzler, C., Rosenkranz, P. W., Battaglia, A., and Wigneron, J. P., IET Electromagnetic Waves Series 52, London, UK, 2006.
    • (2006) Thermal Microwave Radiation-Applications for Remote Sensing
    • Tonboe, R.1    Andersen, S.2    Toudal, L.3    Heygster, G.4
  • 94
    • 67649718166 scopus 로고
    • Merging microwave radiometer data and meteorological data for improved sea ice concentrations
    • Toudal, L.: Merging microwave radiometer data and meteorological data for improved sea ice concentrations, EARSeL Advances in Remote Sensing, 3, 81-89, 1994.
    • (1994) EARSeL Advances in Remote Sensing , vol.3 , pp. 81-89
    • Toudal, L.1
  • 95
    • 74949130817 scopus 로고    scopus 로고
    • Particle filtering in geophysical systems
    • van Leeuwen, P. J.: Particle Filtering in Geophysical Systems, Mon. Weather Rev., 137, 4089-4114, doi:10.1175/2009MWR2835.1, 2009.
    • (2009) Mon. Weather Rev. , vol.137 , pp. 4089-4114
    • Van Leeuwen, P.J.1
  • 96
    • 0021644260 scopus 로고
    • Light scattering by leaf layers with application to canopy reflectance modeling: The SAIL model
    • Verhoef, W.: Light scattering by leaf layers with application to canopy reflectance modeling: The SAIL model, Remote Sens. Environ., 16, 125-141, doi:10.1016/0034-4257(84)90057-9, 1984.
    • (1984) Remote Sens. Environ. , vol.16 , pp. 125-141
    • Verhoef, W.1
  • 97
    • 0031139633 scopus 로고    scopus 로고
    • Second simulation of the satellite signal in the solar spectrum, 6S: An overview
    • Vermote, E., Tanre, D., Deuze, J., Herman, M., and Morcette, J.: Second simulation of the satellite signal in the solar spectrum, 6S: An overview, IEEE T. Geosci. Remote Sens., 35, 675-686, 1997.
    • (1997) IEEE T. Geosci. Remote Sens. , vol.35 , pp. 675-686
    • Vermote, E.1    Tanre, D.2    Deuze, J.3    Herman, M.4    Morcette, J.5
  • 98
    • 0042031463 scopus 로고    scopus 로고
    • Three-and fourdimensional variational assimilation with a general circulation model of the tropical Pacific Ocean. Part I: Formulation, internal diagnostics, and consistency checks
    • Weaver, A., Vialard, J., and Anderson, D.: Three-and fourdimensional variational assimilation with a general circulation model of the tropical Pacific Ocean. Part I: Formulation, internal diagnostics, and consistency checks, Mon. Weather Rev., 131, 1360-1378, 2003.
    • (2003) Mon. Weather Rev. , vol.131 , pp. 1360-1378
    • Weaver, A.1    Vialard, J.2    Anderson, D.3
  • 102
    • 0342723782 scopus 로고    scopus 로고
    • Microwave emission model of layered snowpacks
    • Wiesmann, A. and Matzler, C.: Microwave emission model of layered snowpacks, Remote Sens. Environ., 70, 307-316, 1999.
    • (1999) Remote Sens. Environ. , vol.70 , pp. 307-316
    • Wiesmann, A.1    Matzler, C.2
  • 103
    • 33845726146 scopus 로고    scopus 로고
    • Estimated decadal changes in the north atlantic meridional overturning circulation and heat flux 1993 2004
    • Wunsch, C. and Heimbach, P.: Estimated Decadal Changes in the North Atlantic Meridional Overturning Circulation and Heat Flux 1993 2004, J. Phys. Oceanogr., 36, 2012-2024, doi:10.1175/JPO2957.1, 2006.
    • (2006) J. Phys. Oceanogr. , vol.36 , pp. 2012-2024
    • Wunsch, C.1    Heimbach, P.2
  • 104
    • 77949917586 scopus 로고    scopus 로고
    • The global general circulation of the ocean estimated by the ECCOConsortium
    • Wunsch, C., Heimbach, P., Ponte, R., and Fukumori, I.: The global general circulation of the ocean estimated by the ECCOConsortium, Oceanography, 22, 88-103, 2009.
    • (2009) Oceanography , vol.22 , pp. 88-103
    • Wunsch, C.1    Heimbach, P.2    Ponte, R.3    Fukumori, I.4
  • 105
    • 0030477122 scopus 로고    scopus 로고
    • Generalized adjoint for physical processes with parameterized discontinuities. Part I: Basic issues and heuristic examples
    • Xu, Q.: Generalized Adjoint for Physical Processes with Parameterized Discontinuities. Part I: Basic Issues and Heuristic Examples, J. Atmos. Sci., 53, 1123-1142, doi:10.1175/1520-0469(1996)053<1123:GAFPPW>2.0.CO;2, 1996.
    • (1996) J. Atmos. Sci. , vol.53 , pp. 1123-1142
    • Xu, Q.1
  • 106
    • 0000755764 scopus 로고    scopus 로고
    • A general weak constraint applicable to operational 4DVAR data assimilation systems
    • Zupanski, D.: A general weak constraint applicable to operational 4DVAR data assimilation systems, Mon. Weather Rev., 125, 2274-2292, 1997.
    • (1997) Mon. Weather Rev. , vol.125 , pp. 2274-2292
    • Zupanski, D.1


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