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Volumn 2, Issue MAY, 2014, Pages

Data assimilation: Making sense of Earth Observation

Author keywords

Citizen Science; Data assimilation; Earth Observation; Earth System; Models; Observations; Uncertainty

Indexed keywords


EID: 84922284446     PISSN: None     EISSN: 2296665X     Source Type: Journal    
DOI: 10.3389/fenvs.2014.00016     Document Type: Review
Times cited : (141)

References (278)
  • 1
    • 84888157885 scopus 로고    scopus 로고
    • An exploration of the equivalent weights particle filter
    • Ades, M., and van Leeuwen, P. J. (2013). An exploration of the equivalent weights particle filter. Q. J. R. Meteorol. Soc. 139, 820-840. doi: 10.1002/qj.1995.
    • (2013) Q. J. R. Meteorol. Soc. , vol.139 , pp. 820-840
    • Ades, M.1    van Leeuwen, P.J.2
  • 2
    • 84924463099 scopus 로고    scopus 로고
    • The equivalent-weights particle filter in a high dimensional system
    • in press)
    • Ades, M., and van Leeuwen, P. J. (2014). The equivalent-weights particle filter in a high dimensional system. Q. J. R.Meteorol. Soc. doi: 10.1002/qj.2370. (in press).
    • (2014) Q. J. R.Meteorol. Soc.
    • Ades, M.1    van Leeuwen, P.J.2
  • 3
    • 0035655814 scopus 로고    scopus 로고
    • An ensemble adjustment filter for data assimilation
    • Anderson, J. L. (2001). An ensemble adjustment filter for data assimilation. Mon. Weather Rev. 129, 2884-2903. doi: 10.1175/1520-0493(2001)129<2884: AEAKFF>2.0.CO;2
    • (2001) Mon. Weather Rev. , vol.129 , pp. 2884-2903
    • Anderson, J.L.1
  • 4
    • 84863121338 scopus 로고    scopus 로고
    • "Assimilation of operational data,"
    • edsW.A.Lahoz,B.Khattatov, and R. Ménard (Berlin: Springer)
    • Andersson, E., and Thépaut, J.-N. (2010). "Assimilation of operational data," in Data Assimilation: Making Sense of Observations, edsW.A.Lahoz,B.Khattatov, and R. Ménard (Berlin: Springer), 283-299. doi: 10.1007/978-3-540-74703-1_11.
    • (2010) Data Assimilation: Making Sense of Observations , pp. 283-299
    • Andersson, E.1    Thépaut, J.-N.2
  • 5
    • 34447510935 scopus 로고    scopus 로고
    • Prospects for river discharge and depth estimation through assimilation of swath-altimetry into a raster-based hydrodynamics model
    • Andreadis, K., Clark, E., Lettenmaier, D., and Alsdorf, D. (2007). Prospects for river discharge and depth estimation through assimilation of swath-altimetry into a raster-based hydrodynamics model. Geophys. Res. Lett. 34, L10403. doi: 10.1029/2007GL029721.
    • (2007) Geophys. Res. Lett. , vol.34 , pp. L10403
    • Andreadis, K.1    Clark, E.2    Lettenmaier, D.3    Alsdorf, D.4
  • 6
    • 36249007383 scopus 로고    scopus 로고
    • Evaluating model performance of an ensemble based chemi-cal data assimilation system during INTEX-B field mission
    • Arellano, A. F. Jr., Raeder, K., Anderson, J. L., Hess, P. G., Emmons, L. K., Edwards, D. P., et al. (2007). Evaluating model performance of an ensemble based chemi-cal data assimilation system during INTEX-B field mission. Atmos. Chem. Phys. 7, 5695-5710. doi: 10.5194/acp-7-5695-2007.
    • (2007) Atmos. Chem. Phys. , vol.7 , pp. 5695-5710
    • Arellano, A.F.1    Raeder, K.2    Anderson, J.L.3    Hess, P.G.4    Emmons, L.K.5    Edwards, D.P.6
  • 7
    • 0022825811 scopus 로고
    • Observing-systems simulation experi-ments: past, present and future
    • Arnold, C. P. Jr., and Dey, C. H. (1986). Observing-systems simulation experi-ments: past, present and future. Bull. Amer. Meteorol. Soc. 67, 687-695. doi: 10.1175/1520-0477(1986)067<0687:OSSEPP>2.0.CO;2
    • (1986) Bull. Amer. Meteorol. Soc. , vol.67 , pp. 687-695
    • Arnold, C.P.1    Dey, C.H.2
  • 8
    • 22444453800 scopus 로고    scopus 로고
    • Atmospheric observation and experiments to assess their useful-ness in data assimilation
    • Atlas, R. (1997). Atmospheric observation and experiments to assess their useful-ness in data assimilation. J. Meteor. Soc. Jpn. 75, 111-130.
    • (1997) J. Meteor. Soc. Jpn. , vol.75 , pp. 111-130
    • Atlas, R.1
  • 10
    • 0026486542 scopus 로고
    • Towards the four-dimensional variational assimilation of stratospheric chemical constituents
    • Austin, J. (1992). Towards the four-dimensional variational assimilation of stratospheric chemical constituents. J. Geophys. Res. 97, 2569-2588. doi: 10.1029/91JD02603.
    • (1992) J. Geophys. Res. , vol.97 , pp. 2569-2588
    • Austin, J.1
  • 11
    • 77956576458 scopus 로고    scopus 로고
    • The variational Kalman filter and an efficient implementation using limited memory BFGS
    • Auvinen, H., Bardsley, J. M., Haario, H., and Kauranne, T. (2009). The variational Kalman filter and an efficient implementation using limited memory BFGS. Int. J. Numer. Methods Fluids 64, 314-335. doi: 10.1002/ fid.2153.
    • (2009) Int. J. Numer. Methods Fluids , vol.64 , pp. 314-335
    • Auvinen, H.1    Bardsley, J.M.2    Haario, H.3    Kauranne, T.4
  • 12
    • 85063843529 scopus 로고    scopus 로고
    • "TheMet office NWP-based nowcasting demonstration project for the summer 2012 floods and London Olympics 2012," in Presentation at EGU 2013.Available online at: http://adsabs.harvard.edu/abs/2013EGUGA.15.9631B
    • Ballard, S. P., Li, Z., Simonin, D., Tubbs, R., Kelly, G., and Caron, J.-F. (2013). "TheMet office NWP-based nowcasting demonstration project for the summer 2012 floods and London Olympics 2012," in Presentation at EGU 2013.Available online at: http://adsabs.harvard.edu/abs/2013EGUGA.15.9631B
    • (2013)
    • Ballard, S.P.1    Li, Z.2    Simonin, D.3    Tubbs, R.4    Kelly, G.5    Caron, J.-F.6
  • 13
    • 84879078614 scopus 로고    scopus 로고
    • Distinctive climate signals in reanalysis of global ocean heat content
    • Balmaseda, M., Trenberth, K., and Källén, E. (2013). Distinctive climate signals in reanalysis of global ocean heat content. Geophys. Res. Lett. 40, 1754-1759. doi: 10.1002/grl.50382.
    • (2013) Geophys. Res. Lett. , vol.40 , pp. 1754-1759
    • Balmaseda, M.1    Trenberth, K.2    Källén, E.3
  • 15
    • 58049193556 scopus 로고    scopus 로고
    • A review of forecast error covariance statistics in atmo-spheric variational data assimilation
    • Bannister, R. N. (2008b). A review of forecast error covariance statistics in atmo-spheric variational data assimilation. II: modelling the forecast error covari-ances. Q. J. R. Meteorol. Soc. 134, 1971-1996. doi: 10.1002/qj.340.
    • (2008) II: modelling the forecast error covari-ances. Q. J. R. Meteorol. Soc. , vol.134 , pp. 1971-1996
    • Bannister, R.N.1
  • 16
    • 0010387656 scopus 로고    scopus 로고
    • Predictive skill of statistical and dynamical climate models in SST forecasts during the 1997-199
    • Barnston, A. G., He, Y., and Glantz, M. H. (1999). Predictive skill of statistical and dynamical climate models in SST forecasts during the 1997-1998. El Niño episode and the 1998. La Niña onset. Bull.Am.Meteorol.Soc. 80, 217-243. doi: 10.1175/15200477(1999)080<0217:PSOSAD>2.0.CO;2
    • (1999) El Niño episode and the 1998. La Niña onset. Bull.Am.Meteorol.Soc. , vol.80 , pp. 217-243
    • Barnston, A.G.1    He, Y.2    Glantz, M.H.3
  • 17
    • 84925653038 scopus 로고    scopus 로고
    • Diagnosing the mixing layer in the extra-tropical lowermost strato-sphere using MLS O3 and MOPITT CO analyses
    • Barré, J., El Amraoui, L., Ricaud, R., Attié, J.-L., Lahoz, W. A., Peuch, V.-H., et al. (2013). Diagnosing the mixing layer in the extra-tropical lowermost strato-sphere using MLS O3 and MOPITT CO analyses. Atmos. Chem. Phys. 13, 7225-7240. doi: 10.5194/acp-13-7225-2013.
    • (2013) Atmos. Chem. Phys. , vol.13 , pp. 7225-7240
    • Barré, J.1    El Amraoui, L.2    Ricaud, R.3    Attié, J.-L.4    Lahoz, W.A.5    Peuch, V.-H.6
  • 18
    • 84864461306 scopus 로고    scopus 로고
    • Stratosphere-troposphere ozone exchange from high resolution MLS ozone analyses
    • Barré, J., Peuch, V.-H., Attié, J.-L., El Amraoui, L., Lahoz, W. A., Josse, B., et al. (2012). Stratosphere-troposphere ozone exchange from high resolution MLS ozone analyses. Atmos. Chem. Phys. 12, 6129-6144. doi: 10.5194/acp-12-6129-2012.
    • (2012) Atmos. Chem. Phys. , vol.12 , pp. 6129-6144
    • Barré, J.1    Peuch, V.-H.2    Attié, J.-L.3    El Amraoui, L.4    Lahoz, W.A.5    Josse, B.6
  • 19
    • 84899478296 scopus 로고    scopus 로고
    • Combined data assimilation of ozone tropospheric columns and strato-spheric profiles in a regional CTM
    • Barré, J., Peuch, V.-H., Lahoz, W. A., Attié, J.-L., Josse, B., Piacentini, A., et al. (2014). Combined data assimilation of ozone tropospheric columns and strato-spheric profiles in a regional CTM. Q. J. R. Meteorol. Soc. 140, 966-981. doi: 10.1002/qj.2176.
    • (2014) Q. J. R. Meteorol. Soc. , vol.140 , pp. 966-981
    • Barré, J.1    Peuch, V.-H.2    Lahoz, W.A.3    Attié, J.-L.4    Josse, B.5    Piacentini, A.6
  • 20
    • 46249083487 scopus 로고    scopus 로고
    • Transport pathways of CO in the African upper troposphere during the mon-soon season: a study based upon the assimilation of spaceborne observations
    • Barret, B., Ricaud, P., Mari, C., Attié, J.-L., Bousserez, N., Josse, B., et al. (2008). Transport pathways of CO in the African upper troposphere during the mon-soon season: a study based upon the assimilation of spaceborne observations. Atmos. Chem. Phys. 8, 3231-3246. doi: 10.5194/acp-8-3231-2008.
    • (2008) Atmos. Chem. Phys. , vol.8 , pp. 3231-3246
    • Barret, B.1    Ricaud, P.2    Mari, C.3    Attié, J.-L.4    Bousserez, N.5    Josse, B.6
  • 21
    • 33748304834 scopus 로고    scopus 로고
    • "Evaluation of the global ocean data assimi-lation system at NCEP: The Pacific Ocean,"
    • AMS 84th Annual Meeting, Washington State Convention and Trade Center (Seattle,WA),
    • Behringer, D. W., and Xue, Y. (2004). "Evaluation of the global ocean data assimi-lation system at NCEP: The Pacific Ocean," in Eighth Symposium on Integrated Observing and Assimilation Systems for Atmosphere, Oceans, and Land Surface, AMS 84th Annual Meeting, Washington State Convention and Trade Center (Seattle,WA), 11-15.
    • (2004) Eighth Symposium on Integrated Observing and Assimilation Systems for Atmosphere, Oceans, and Land Surface , pp. 11-15
    • Behringer, D.W.1    Xue, Y.2
  • 22
    • 0024197220 scopus 로고
    • Integration of space and in situ observations to study global climate change
    • Bengtsson, L., and Shukla, J. (1988). Integration of space and in situ observations to study global climate change. Bull. Am. Meteorol. Soc. 69, 1130-1143. doi: 10.1175/1520-0477(1988)069<1130:IOSAIS>2.0.CO;2
    • (1988) Bull. Am. Meteorol. Soc. , vol.69 , pp. 1130-1143
    • Bengtsson, L.1    Shukla, J.2
  • 23
    • 72049099834 scopus 로고    scopus 로고
    • Inverse modeling of global and regional CH4 emis-sions using SCIAMACHY satellite retrievals
    • Bergamaschi, P., Frankenberg, C., Meirink, J. F., Krol, M., Villani, M. G., Houweling, S., et al. (2009). Inverse modeling of global and regional CH4 emis-sions using SCIAMACHY satellite retrievals. J. Geophys. Res. 114:D012287. doi: 10.1029/2009JD012287.
    • (2009) J. Geophys. Res , vol.114
    • Bergamaschi, P.1    Frankenberg, C.2    Meirink, J.F.3    Krol, M.4    Villani, M.G.5    Houweling, S.6
  • 24
    • 15544387247 scopus 로고    scopus 로고
    • Inverse modelling of national and European CH4 emissions using the atmospheric zoom model TM5
    • Bergamaschi,P.,Krol,M.,Dentener,F.,Vermeulen,A.,Meinhardt,F.,Graul,G., et al. (2005). Inverse modelling of national and European CH4 emissions using the atmospheric zoom model TM5. Atmos. Chem. Phys. 5, 2431-2460. doi: 10.5194/acp-5-2431-2005.
    • (2005) Atmos. Chem. Phys. , vol.5 , pp. 2431-2460
    • Bergamaschi, P.1    Krol, M.2    Dentener, F.3    Vermeulen, A.4    Meinhardt, F.5    Graul, G.6
  • 26
    • 84878190673 scopus 로고    scopus 로고
    • Hidden error variance theory 1: exposition and analytic model
    • Bishop, C. H., and Satterfield, E. A. (2013). Hidden error variance theory 1: exposition and analytic model. Mon. Weather Rev. 141, 1454-1468. doi: 10.1175/MWR-D-12-00118.1.
    • (2013) Mon. Weather Rev. , vol.141 , pp. 1454-1468
    • Bishop, C.H.1    Satterfield, E.A.2
  • 27
    • 84878182378 scopus 로고    scopus 로고
    • Hidden error variance theory 2: an instrument that reveals hidden error variance distributions from ensemble forecasts and observations
    • Bishop, C. H., Satterfield, E. A., and Shanley, K. T. (2013). Hidden error variance theory 2: an instrument that reveals hidden error variance distributions from ensemble forecasts and observations. Mon. Weather Rev. 141, 1469-1483. doi: 10.1175/MWR-D-12-00119.1.
    • (2013) Mon. Weather Rev. , vol.141 , pp. 1469-1483
    • Bishop, C.H.1    Satterfield, E.A.2    Shanley, K.T.3
  • 28
    • 9144247014 scopus 로고    scopus 로고
    • Three-dimensional ozone analyses and their use for short term ozone forecasts
    • Blond, N., and Vautard, R. (2004). Three-dimensional ozone analyses and their use for short term ozone forecasts. J. Geophys. Res. 109:D004515. doi: 10.1029/2004.JD004515.
    • (2004) J. Geophys. Res , vol.109
    • Blond, N.1    Vautard, R.2
  • 29
    • 77955429089 scopus 로고    scopus 로고
    • Beyond gaussian statistical model-ing in geophysical data assimilation
    • Bocquet, M., Pires, C. A., and Wu, L. (2010). Beyond gaussian statistical model-ing in geophysical data assimilation. Mon. Weather Rev. 138, 2997-3023. doi: 10.1175/2010MWR3164.1.
    • (2010) Mon. Weather Rev. , vol.138 , pp. 2997-3023
    • Bocquet, M.1    Pires, C.A.2    Wu, L.3
  • 30
    • 85063824786 scopus 로고    scopus 로고
    • "On the use of EDA background error variances in the ECMWF 4D-Var," in ECMWF Tech Memo 664.Available online at: http://www.ecmwf.int
    • Bonavita, M., Isaksen, L., and Hólm, E. (2012). "On the use of EDA background error variances in the ECMWF 4D-Var," in ECMWF Tech Memo 664.Available online at: http://www.ecmwf.int
    • (2012)
    • Bonavita, M.1    Isaksen, L.2    Hólm, E.3
  • 31
    • 33751527619 scopus 로고    scopus 로고
    • A fast radiative transfer model for the assim-ilation of infrared limb radiances from MIPAS: accounting for horizontal gradients
    • Bormann, N., and Healy, S. (2006). A fast radiative transfer model for the assim-ilation of infrared limb radiances from MIPAS: accounting for horizontal gradients. Q. J. R. Meteorol. Soc. 132, 2357-2376. doi: 10.1256/qj.05.160.
    • (2006) Q. J. R. Meteorol. Soc. , vol.132 , pp. 2357-2376
    • Bormann, N.1    Healy, S.2
  • 33
    • 27644451768 scopus 로고    scopus 로고
    • RTMIPAS: a fast radiative transfer model for the assimilation of infrared limb radiances from MIPAS
    • Bormann, N., Matricardi, M., and Healy, S. B. (2005). RTMIPAS: a fast radiative transfer model for the assimilation of infrared limb radiances from MIPAS. Q. J. R. Meteorol. Soc. 131, 1631-1653. doi: 10.1256/qj.04.75.
    • (2005) Q. J. R. Meteorol. Soc. , vol.131 , pp. 1631-1653
    • Bormann, N.1    Matricardi, M.2    Healy, S.B.3
  • 35
    • 0036603252 scopus 로고    scopus 로고
    • Deriving catchment-scale water and energy balance parameters using data assimilation based on extended Kalman filtering
    • Boulet, G., Kerr, Y., and Chehbouni, A. (2002). Deriving catchment-scale water and energy balance parameters using data assimilation based on extended Kalman filtering. Hydrol.Sci.J. 47, 449-467. doi: 10.1080/02626660209492946.
    • (2002) Hydrol.Sci.J. , vol.47 , pp. 449-467
    • Boulet, G.1    Kerr, Y.2    Chehbouni, A.3
  • 37
    • 0004012028 scopus 로고    scopus 로고
    • Data Assimilation Concepts and Methods
    • Bouttier, F., and Courtier, P. (1999). Data Assimilation Concepts and Methods. ECMWF training notes. Available online at: http://www.ecmwf.int
    • (1999) ECMWF training notes
    • Bouttier, F.1    Courtier, P.2
  • 41
    • 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. (2008). Potential use of an ensemble of analyses in the ECMWF Ensemble Prediction System. Q. J. R.Meteorol. Soc. 134, 2051-2066. doi: 10.1002/qj.346.
    • (2008) Q. J. R.Meteorol. Soc. , vol.134 , pp. 2051-2066
    • Buizza, R.1    Leutbecher, M.2    Isaksen, L.3
  • 43
    • 0037331803 scopus 로고    scopus 로고
    • Improving chemical simula-tions of the upper troposphere-lower stratosphere with sequential assimilation of MOZAIC data
    • Cathala, M. L., Pailleux, J., and Peuch, V.-H. (2003). Improving chemical simula-tions of the upper troposphere-lower stratosphere with sequential assimilation of MOZAIC data. Te l lus B 55, 1-10. doi: 10.1034/j.1600-0889.2003.00002.x.
    • (2003) Te l lus B , vol.55 , pp. 1-10
    • Cathala, M.L.1    Pailleux, J.2    Peuch, V.-H.3
  • 45
    • 1342346508 scopus 로고    scopus 로고
    • Sequential estimation of stratospheric chemical observations in a three-dimensional model
    • Chipperfield,M. P., Khattatov, B. V., and Lary, D. J. (2002). Sequential estimation of stratospheric chemical observations in a three-dimensional model. J. Geophys. Res. 107:D002110. doi: 10.1029/2002JD002110.
    • (2002) J. Geophys. Res , vol.107
    • Chipperfield, M.P.1    Khattatov, B.V.2    Lary, D.J.3
  • 46
    • 85015037321 scopus 로고    scopus 로고
    • Interpolation and iteration for nonlinear filters
    • Chorin, A. J., Morzfeld, M., and Tu, X. (2010). Interpolation and iteration for nonlinear filters. Commun. Appl. Math. Comput. Sci. 5, 221-240. doi: 10.2140/camcos.2010.5.221.
    • (2010) Commun. Appl. Math. Comput. Sci. , vol.5 , pp. 221-240
    • Chorin, A.J.1    Morzfeld, M.2    Tu, X.3
  • 47
    • 70350453771 scopus 로고    scopus 로고
    • Implicit sampling for particle filters
    • Chorin, A. J., and Tu, X. (2009). Implicit sampling for particle filters. Proc. Natl. Acad.Sci.U.S.A. 106, 17249-17254. doi: 10.1073/pnas.0909196106.
    • (2009) Proc. Natl. Acad.Sci.U.S.A. , vol.106 , pp. 17249-17254
    • Chorin, A.J.1    Tu, X.2
  • 48
    • 84857561093 scopus 로고    scopus 로고
    • A thermal infrared instrument onboard a geostationary platform for CO and O3 measurements in the lowermost troposphere: observing system simulation experiments
    • Claeyman, M., Attié, J.-L., Peuch, V.-H., El Amraoui, L., Lahoz, W. A., Josse, B., et al. (2011). A thermal infrared instrument onboard a geostationary platform for CO and O3 measurements in the lowermost troposphere: observing system simulation experiments. Atmos. Meas. Tech. 4, 1637-1661. doi: 10.5194/amt-4-1637-2011.
    • (2011) Atmos. Meas. Tech. , vol.4 , pp. 1637-1661
    • Claeyman, M.1    Attié, J.-L.2    Peuch, V.-H.3    El Amraoui, L.4    Lahoz, W.A.5    Josse, B.6
  • 49
    • 84884211015 scopus 로고    scopus 로고
    • Operational implemen-tation of a hybrid ensemble/4D-Var global data assimilation system at the Met Office
    • Clayton, A. M., Lorenc, A. C., and Barker, D. M. (2013). Operational implemen-tation of a hybrid ensemble/4D-Var global data assimilation system at the Met Office. Q. J. R. Meteorol. Soc. 139, 1445-1461. doi: 10.1002/qj.2054.
    • (2013) Q. J. R. Meteorol. Soc. , vol.139 , pp. 1445-1461
    • Clayton, A.M.1    Lorenc, A.C.2    Barker, D.M.3
  • 50
    • 0001482955 scopus 로고    scopus 로고
    • An introduction to estimation theory
    • Cohn, S. E. (1997). An introduction to estimation theory. J. Meteorol. Soc. Jpn. 75, 257-288.
    • (1997) J. Meteorol. Soc. Jpn. , vol.75 , pp. 257-288
    • Cohn, S.E.1
  • 51
    • 0032999493 scopus 로고    scopus 로고
    • Assessing the effects of data selection with the DAO physical-space statistical analysis system
    • Cohn, S. E., da Silva, A., Guo, J., Sienkiewicz, M., and Lamich, D. (1998). Assessing the effects of data selection with the DAO physical-space statistical analysis system. Mon. Weather Rev. 126, 2913-2926. doi: 10.1175/1520-0493(1998)126<2913:ATEODS>2.0.CO;2
    • (1998) Mon. Weather Rev. , vol.126 , pp. 2913-2926
    • Cohn, S.E.1    da Silva, A.2    Guo, J.3    Sienkiewicz, M.4    Lamich, D.5
  • 53
    • 34547803273 scopus 로고    scopus 로고
    • Autoregressive models of background errors for chemical data assimilation
    • Constantinescu, E. M., Chai, T., Sandu, A., and Carmichael, G. R. (2007a). Autoregressive models of background errors for chemical data assimilation. J. Geophys. Res. 112, D12309. doi: 10.1029/2006JD008103.
    • (2007) J. Geophys. Res. , vol.112 , pp. D12309
    • Constantinescu, E.M.1    Chai, T.2    Sandu, A.3    Carmichael, G.R.4
  • 54
    • 34548246578 scopus 로고    scopus 로고
    • Ensemble-based chemical data assimilation, I: general approach
    • Constantinescu, E. M., Sandu, A., Chai, T., and Carmichael, G. R. (2007b). Ensemble-based chemical data assimilation, I: general approach. Q. J. R. Meteorol. Soc. 133, 1229-1243. doi: 10.1002/qj.76.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 1229-1243
    • Constantinescu, E.M.1    Sandu, A.2    Chai, T.3    Carmichael, G.R.4
  • 55
    • 34548219587 scopus 로고    scopus 로고
    • Ensemble-based chemical data assimilation, II: covariance localization
    • Constantinescu, E. M., Sandu, A., Chai, T., and Carmichael, G. R. (2007c). Ensemble-based chemical data assimilation, II: covariance localization. Q. J. R. Meteorol. Soc. 133, 1245-1256. doi: 10.1002/qj.77.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 1245-1256
    • Constantinescu, E.M.1    Sandu, A.2    Chai, T.3    Carmichael, G.R.4
  • 56
    • 0028561614 scopus 로고
    • A strategy for oper-ational implementation of 4D-Var, using an incremental approach
    • Courtier, P., Thépaut, J.-N., and Hollingsworth, A. (1994). A strategy for oper-ational implementation of 4D-Var, using an incremental approach. Q. J. R. Meteorol. Soc. 120, 1367-1387. doi: 10.1002/qj.49712051912.
    • (1994) Q. J. R. Meteorol. Soc. , vol.120 , pp. 1367-1387
    • Courtier, P.1    Thépaut, J.-N.2    Hollingsworth, A.3
  • 57
    • 53849091706 scopus 로고    scopus 로고
    • Comparison of adaptive filtering tech-niques for land surface data assimilation
    • Crow, W. T., and Reichle, R. H. (2008). Comparison of adaptive filtering tech-niques for land surface data assimilation. Water Resour. Res. 44, W08423. doi: 10.1029/2008WR006883.
    • (2008) Water Resour. Res. , vol.44 , pp. W08423
    • Crow, W.T.1    Reichle, R.H.2
  • 58
    • 78649946736 scopus 로고    scopus 로고
    • An improved approach for estimat-ing observation and model error parameters in soil moisture data assimilation
    • Crow, W. T., and van den Berg, J. (2010). An improved approach for estimat-ing observation and model error parameters in soil moisture data assimilation. Water Resour. Res. 46,W12519. doi: 10.1029/2010WR009402.
    • (2010) Water Resour. Res , vol.46
    • Crow, W.T.1    van den Berg, J.2
  • 59
    • 0037298763 scopus 로고    scopus 로고
    • The assimilation of remotely sensed soil brightness temperature imagery into a land surface model using ensemble Kalman filtering: a case study based on ESTAR measurements during SGP97
    • Crow, W. T., and Wood, E. F. (2003). The assimilation of remotely sensed soil brightness temperature imagery into a land surface model using ensemble Kalman filtering: a case study based on ESTAR measurements during SGP97. Adv. Water Resour. 26, 137-149. doi: 10.1016/S0309-1708(02)00088-x.
    • (2003) Adv. Water Resour. , vol.26 , pp. 137-149
    • Crow, W.T.1    Wood, E.F.2
  • 61
    • 33846868359 scopus 로고    scopus 로고
    • Bias and data assimilation
    • Dee, D. P. (2005). Bias and data assimilation. Q. J. R.Meteorol. Soc. 131, 3323-3343. doi: 10.1256/qj.05.137.
    • (2005) Q. J. R.Meteorol. Soc. , vol.131 , pp. 3323-3343
    • Dee, D.P.1
  • 63
    • 68249144478 scopus 로고    scopus 로고
    • Radiative impact of ozone on temperature predictabil-ity in a coupled chemistry-dynamics data assimilation system
    • de Grandpré, J., Ménard, R., Rochon, Y. J., Charette, C., Chabrillat, S., and Robichaud, A. (2009). Radiative impact of ozone on temperature predictabil-ity in a coupled chemistry-dynamics data assimilation system. Mon. Weather Rev. 137, 679-692. doi: 10.1175/2008MWR2572.1.
    • (2009) Mon. Weather Rev. , vol.137 , pp. 679-692
    • de Grandpré, J.1    Ménard, R.2    Rochon, Y.J.3    Charette, C.4    Chabrillat, S.5    Robichaud, A.6
  • 64
    • 34547188179 scopus 로고    scopus 로고
    • State and bias estimation for soilmoisture profiles by an ensemble Kalman filter: effect of assimilation depth and frequency
    • De Lannoy, G. J.M., Houser, P. R., Pauwels, V. R. N., and Verhoest, N. E. C. (2007a). State and bias estimation for soilmoisture profiles by an ensemble Kalman filter: effect of assimilation depth and frequency. Water Resour. Res. 43, W06401. doi: 10.1029/2006WR005100.
    • (2007) Water Resour. Res. , vol.43 , pp. W06401
    • De Lannoy, G.J.M.1    Houser, P.R.2    Pauwels, V.R.N.3    Verhoest, N.E.C.4
  • 65
    • 68049095868 scopus 로고    scopus 로고
    • Adaptive soil moisture profile filtering for horizontal information propagation in the independent column-based CLM2.0
    • De Lannoy, G. J.M., Houser, P. R., Verhoest, N. E. C., and Pauwels, V. R. N. (2009). Adaptive soil moisture profile filtering for horizontal information propagation in the independent column-based CLM2.0. J. Hydrometeorol. 10, 766-779. doi: 10.1175/2008JHM1037.1.
    • (2009) J. Hydrometeorol. , vol.10 , pp. 766-779
    • De Lannoy, G.J.M.1    Houser, P.R.2    Verhoest, N.E.C.3    Pauwels, V.R.N.4
  • 66
    • 84863035830 scopus 로고    scopus 로고
    • Multiscale assimilation of advanced microwave scanning radiometer-EOS snow water equivalent and moderate resolution imaging spec-troradiometer snow cover fraction observations in northern Colorado
    • De Lannoy, G. J. M., Reichle, R., Arsenault, K., Houser, P., Kumar, S., Verhoest, N., et al. (2012). Multiscale assimilation of advanced microwave scanning radiometer-EOS snow water equivalent and moderate resolution imaging spec-troradiometer snow cover fraction observations in northern Colorado. Water Resour. Res. 48,W01522. doi: 10.1029/2011WR010588.
    • (2012) Water Resour. Res , vol.48
    • De Lannoy, G.J.M.1    Reichle, R.2    Arsenault, K.3    Houser, P.4    Kumar, S.5    Verhoest, N.6
  • 68
    • 35848940507 scopus 로고    scopus 로고
    • Correcting for forecast bias in soil moisture assim-ilation with the ensemble Kalman filter
    • De Lannoy, G. J. M., Reichle, R. H., Houser, P. R., Pauwels, V. R. N., and Verhoest, N. E. C. (2007b). Correcting for forecast bias in soil moisture assim-ilation with the ensemble Kalman filter. Water Resour. Res. 43, W09410, doi: 10.1029/2006WR00544.
    • (2007) Water Resour. Res. , vol.43
    • De Lannoy, G.J.M.1    Reichle, R.H.2    Houser, P.R.3    Pauwels, V.R.N.4    Verhoest, N.E.C.5
  • 70
    • 84897433890 scopus 로고    scopus 로고
    • Initialisation of land surface variables for numerical weather prediction
    • Rosnay, P., Balsamo, G., Albergel, C., Muñoz-Sabater, J., and Isaksen, L. (2014). Initialisation of land surface variables for numerical weather prediction. Surv. Geophys. 35, 607-621. doi: 10.1007/s10712-012-9207-x.
    • (2014) Surv. Geophys. , vol.35 , pp. 607-621
    • Rosnay, P.1    Balsamo, G.2    Albergel, C.3    Muñoz-Sabater, J.4    Isaksen, L.5
  • 71
    • 69749084907 scopus 로고    scopus 로고
    • Diagnosis of observation-, background-and analysis-error statistics in observation space
    • Desroziers, G., Berre, L., Chapnik, B., and Poli, P. (2005).Diagnosis of observation-, background-and analysis-error statistics in observation space. Q. J. R.Meteorol. Soc. 131, 3385-3396. doi: 10.1256/qj.05.108.
    • (2005) Q. J. R.Meteorol. Soc , vol.131 , pp. 3385-3396
    • Desroziers, G.1    Berre, L.2    Chapnik, B.3    Poli, P.4
  • 72
    • 10944237173 scopus 로고    scopus 로고
    • Ozone assimilation in the ERA-40 reanalysis project
    • Dethof, A. and Hólm, E. V. (2004). Ozone assimilation in the ERA-40 reanalysis project. Q. J. R. Meteorol. Soc. 130, 2851-2872. doi: 10.1256/qj.03.196.
    • (2004) Q. J. R. Meteorol. Soc. , vol.130 , pp. 2851-2872
    • Dethof, A.1    Hólm, E.V.2
  • 74
    • 79960738815 scopus 로고    scopus 로고
    • On the quality of the ERA-Interim ozone reanalyses: com-parisons with satellite data
    • Dragani, R. (2011). On the quality of the ERA-Interim ozone reanalyses: com-parisons with satellite data. Q. J. R. Meteorol. Soc. 137, 1312-1326. doi: 10.1002/qj.821.
    • (2011) Q. J. R. Meteorol. Soc. , vol.137 , pp. 1312-1326
    • Dragani, R.1
  • 75
    • 79955382902 scopus 로고    scopus 로고
    • Progress in ozone monitoring and assimilation
    • Dragani, R., and Dee, D. (2008). Progress in ozone monitoring and assimilation. ECMWF Newslett. 116, 35-42.
    • (2008) ECMWF Newslett. , vol.116 , pp. 35-42
    • Dragani, R.1    Dee, D.2
  • 76
    • 84863116417 scopus 로고    scopus 로고
    • Assimilation of passive and active microwave soil moisture retrievals
    • Draper, C. S., Reichle, R. H., De Lannoy, G. J. M., and Liu, Q. (2012). Assimilation of passive and active microwave soil moisture retrievals. Geophys. Res. Lett. 39, L04401. doi: 10.1029/2011GL050655.
    • (2012) Geophys. Res. Lett. , vol.39 , pp. L04401
    • Draper, C.S.1    Reichle, R.H.2    De Lannoy, G.J.M.3    Liu, Q.4
  • 77
    • 58249092219 scopus 로고    scopus 로고
    • Estimation of bathymetric depth and slope fromdata assimilation of swath altimetry into a hydrodynamicmodel
    • Durand, M., Andreadis, K., Alsdorf, D., Lettenmaier, D., Moller, D., and Wilson, M. (2008). Estimation of bathymetric depth and slope fromdata assimilation of swath altimetry into a hydrodynamicmodel. Geophys. Res. Lett. 35, L20401. doi: 10.1029/2008GL034150.
    • (2008) Geophys. Res. Lett. , vol.35 , pp. L20401
    • Durand, M.1    Andreadis, K.2    Alsdorf, D.3    Lettenmaier, D.4    Moller, D.5    Wilson, M.6
  • 78
    • 62749144048 scopus 로고    scopus 로고
    • Radiance assimilation shows promise for snowpack characterization
    • Durand, M., Kim, E., and Margulis, S. A. (2009). Radiance assimilation shows promise for snowpack characterization. Geophys. Res. Lett. 36, L02503.1-L02503.5. doi: 10.1029/2008GL035214.
    • (2009) Geophys. Res. Lett. , vol.36 , pp. L02503.1-L02503.5
    • Durand, M.1    Kim, E.2    Margulis, S.A.3
  • 79
    • 70350043466 scopus 로고    scopus 로고
    • A satellite obser-vation system simulation experiment for carbon monoxide in the lowermost troposphere
    • Edwards, D. P., Arellano, A. F. Jr., and Deeter, M. N. (2009). A satellite obser-vation system simulation experiment for carbon monoxide in the lowermost troposphere. J. Geophys. Res. 114, D14304. doi: 10.1029/2008JD011375.
    • (2009) J. Geophys. Res. , vol.114 , pp. D14304
    • Edwards, D.P.1    Arellano, A.F.2    Deeter, M.N.3
  • 81
    • 20044381104 scopus 로고    scopus 로고
    • Assimilation of ODIN/SMR O3 and N2Omeasurementsina three-dimensional chemistry transport model
    • El Amraoui, L., Ricaud, P., Urban, J., Théodore, B., Hauchecorne, A., Lautié, N., et al. (2004). Assimilation of ODIN/SMR O3 and N2Omeasurementsina three-dimensional chemistry transport model. J. Geophys. Res. 109:D004796. doi: 10.1029/2004JD004796.
    • (2004) J. Geophys. Res , vol.109 , pp. D004796
    • El Amraoui, L.1    Ricaud, P.2    Urban, J.3    Théodore, B.4    Hauchecorne, A.5    Lautié, N.6
  • 82
    • 0035079271 scopus 로고    scopus 로고
    • Ozone episode analysis by four dimensional variational chemistry data assimilation
    • Elbern, H., and Schmidt, H. (2001). Ozone episode analysis by four dimensional variational chemistry data assimilation. J. Geophys. Res. 106, 3569-3590. doi: 10.1029/2000JD900448.
    • (2001) J. Geophys. Res. , vol.106 , pp. 3569-3590
    • Elbern, H.1    Schmidt, H.2
  • 83
    • 80054069135 scopus 로고    scopus 로고
    • "Inverse modelling and combined state-source estimation for chemical weather,"
    • eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer)
    • Elbern, H., Strunk, A., and Nieradzik, L. (2010). "Inverse modelling and combined state-source estimation for chemical weather," in Data Assimilation: Making Sense of Observations, eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer), 491-513.
    • (2010) Data Assimilation: Making Sense of Observations , pp. 491-513
    • Elbern, H.1    Strunk, A.2    Nieradzik, L.3
  • 84
    • 34249817837 scopus 로고    scopus 로고
    • Emission rate and chemical state estimation by 4-dimensional variational inversion
    • Elbern, H., Strunk, A., Schmidt, H., and Talagrand, O. (2007). Emission rate and chemical state estimation by 4-dimensional variational inversion. Atmos. Chem. Phys. 7, 3749-3769. doi: 10.5194/acp-7-3749-2007.
    • (2007) Atmos. Chem. Phys. , vol.7 , pp. 3749-3769
    • Elbern, H.1    Strunk, A.2    Schmidt, H.3    Talagrand, O.4
  • 85
    • 0142184792 scopus 로고    scopus 로고
    • Near-real-time approach to assim-ilation of satellite-retrieved 3D ozone fields in a global model using a sim-plified Kalman filter
    • El Serafy, G. Y., and Kelder, H. M. (2003). Near-real-time approach to assim-ilation of satellite-retrieved 3D ozone fields in a global model using a sim-plified Kalman filter. Q. J. R. Meteorol. Soc. 129, 3099-3120. doi: 10.1256/qj. 01.200.
    • (2003) Q. J. R. Meteorol. Soc. , vol.129 , pp. 3099-3120
    • El Serafy, G.Y.1    Kelder, H.M.2
  • 86
    • 0037544159 scopus 로고    scopus 로고
    • Assimilation of 3D ozone field in global chemistry transport models using the full Kalman filter
    • El Serafy, G. Y., van der A, R. J., Eskes, H., and Kelder, H. M. (2002). Assimilation of 3D ozone field in global chemistry transport models using the full Kalman filter. Adv. Space Res. 30, 2473-2478. doi: 10.1016/S0273-1177(02)80310-6.
    • (2002) Adv. Space Res. , vol.30 , pp. 2473-2478
    • El Serafy, G.Y.1    van der, A.R.J.2    Eskes, H.3    Kelder, H.M.4
  • 87
    • 65249181569 scopus 로고    scopus 로고
    • Four-dimensional data asimila-tion of atmospheric CO2 using AIRS observations
    • Engelen, R. J., Serrar, S., and Chevallier, F. (2009). Four-dimensional data asimila-tion of atmospheric CO2 using AIRS observations. J. Geophys. Res. 114, D03304. doi: 10.1029/2008JD010739.
    • (2009) J. Geophys. Res. , vol.114 , pp. D03304
    • Engelen, R.J.1    Serrar, S.2    Chevallier, F.3
  • 88
    • 55249086763 scopus 로고    scopus 로고
    • 4D-Var assimilation of MIPAS chemical observations: ozone and nitrogen dioxide analyses
    • Errera, Q., Daerden, F., Chabrillat, S., Lambert, J. C., Lahoz, W. A., Viscardy, S., et al. (2008). 4D-Var assimilation of MIPAS chemical observations: ozone and nitrogen dioxide analyses. Atmos. Chem. Phys. 8, 6169-6187. doi: 10.5194/acp-8-6169-2008.
    • (2008) Atmos. Chem. Phys. , vol.8 , pp. 6169-6187
    • Errera, Q.1    Daerden, F.2    Chabrillat, S.3    Lambert, J.C.4    Lahoz, W.A.5    Viscardy, S.6
  • 89
    • 0034921247 scopus 로고    scopus 로고
    • Four-dimensional variational chemical data assimilation of CRISTA stratospheric measurements
    • Errera, Q., and Fonteyn, D. (2001). Four-dimensional variational chemical data assimilation of CRISTA stratospheric measurements. J. Geophys. Res. 106, 12253-12265. doi: 10.1029/2001JD900010.
    • (2001) J. Geophys. Res. , vol.106 , pp. 12253-12265
    • Errera, Q.1    Fonteyn, D.2
  • 90
    • 84868694614 scopus 로고    scopus 로고
    • TechnicalNote: spectral representation of spatial correlations in variational assimilation with grid point models and applica-tion to the Belgian Assimilation System for Chemical Observations (BASCOE)
    • Errera,Q., andMénard, R. (2012). TechnicalNote: spectral representation of spatial correlations in variational assimilation with grid point models and applica-tion to the Belgian Assimilation System for Chemical Observations (BASCOE). Atmos. Chem. Phys. 12, 10015-10031. doi: 10.5194/acp-12-10015-2012.
    • (2012) Atmos. Chem. Phys. , vol.12 , pp. 10015-10031
    • Errera, Q.1    Ménard, R.2
  • 91
    • 17044429556 scopus 로고    scopus 로고
    • Ozone forecasts of the Stratospheric Polar Vortex-Splitting Event in September 2002
    • Eskes, H. J., Segers, A., and van Velthoven, P. F. J. (2005). Ozone forecasts of the Stratospheric Polar Vortex-Splitting Event in September 2002. J. Atmos. Sci. 62, 812-821. doi: 10.1175/JAS-3337.1.
    • (2005) J. Atmos. Sci. , vol.62 , pp. 812-821
    • Eskes, H.J.1    Segers, A.2    van Velthoven, P.F.J.3
  • 92
    • 0038712620 scopus 로고    scopus 로고
    • Global ozone forecast-ing based on ERS-2 GOME observations
    • Eskes, H. J., van Velthoven, P. F. J., and Kelder, H.M. (2002). Global ozone forecast-ing based on ERS-2 GOME observations. Atmos. Chem. Phys. 2, 271-278. doi: 10.5194/acp-2-271-2002.
    • (2002) Atmos. Chem. Phys. , vol.2 , pp. 271-278
    • Eskes, H.J.1    van Velthoven, P.F.J.2    Kelder, H.M.3
  • 93
    • 0037880659 scopus 로고    scopus 로고
    • Assimilation of GOME total-ozone satellite observations in a three-dimensional tracer-transport model
    • Eskes, H. J., van Velthoven, P. F. J., Valks, P. F. M., and Kelder, H. M. (2003). Assimilation of GOME total-ozone satellite observations in a three-dimensional tracer-transport model. Q. J. R. Meteorol. Soc. 129, 1663-1681. doi: 10.1256/qj.02.14.
    • (2003) Q. J. R. Meteorol. Soc. , vol.129 , pp. 1663-1681
    • Eskes, H.J.1    van Velthoven, P.F.J.2    Valks, P.F.M.3    Kelder, H.M.4
  • 94
    • 84884550570 scopus 로고    scopus 로고
    • The Ensemble Kalman filter: theoretical formulation and prac-tical implementation
    • Evensen, G. (2003). The Ensemble Kalman filter: theoretical formulation and prac-tical implementation. OceanDyn. 53, 343-367. doi: 10.1007/s10236-003-0036-9.
    • (2003) OceanDyn. , vol.53 , pp. 343-367
    • Evensen, G.1
  • 96
    • 0033942436 scopus 로고    scopus 로고
    • An ensemble Kalman smoother for nonlinear dynamics
    • Evensen, G., and van Leeuwen, P. J. (2000). An ensemble Kalman smoother for nonlinear dynamics. Mon. Weather Rev. 128, 1852-1867. doi: 10.1175/1520-0493(2000)128<1852:AEKSFN>2.0.CO;2
    • (2000) Mon. Weather Rev. , vol.128 , pp. 1852-1867
    • Evensen, G.1    van Leeuwen, P.J.2
  • 97
    • 84921451689 scopus 로고    scopus 로고
    • A comparison of 4DVar with ensemble data assimilation methods
    • Fairbairn, D., Pring, S., Lorenc, A. C., and Roulstone, I. (2014). A comparison of 4DVar with ensemble data assimilation methods. Q. J. R. Meteorol. Soc. 140, 281-294. doi: 10.1002/qj.2135.
    • (2014) Q. J. R. Meteorol. Soc. , vol.140 , pp. 281-294
    • Fairbairn, D.1    Pring, S.2    Lorenc, A.C.3    Roulstone, I.4
  • 98
    • 0141902189 scopus 로고    scopus 로고
    • "Developments in 4D-Var and Kalman fil-tering," in ECMWF Tech Memo 347
    • Fisher, M., and Andersson, E. (2001). "Developments in 4D-Var and Kalman fil-tering," in ECMWF Tech Memo 347. Available online at: http://www.ecmwf. int
    • (2001)
    • Fisher, M.1    Andersson, E.2
  • 99
    • 33846861503 scopus 로고    scopus 로고
    • On the equivalence between Kalman smoothing and weak-constraint four-dimensional variational data assimilation
    • Fisher, M., Leutbecher, M., and Kelly, G. A. (2005). On the equivalence between Kalman smoothing and weak-constraint four-dimensional variational data assimilation. Q. J. R. Meteorol. Soc. 131, 3235-3246. doi: 10.1256/qj. 04.142.
    • (2005) Q. J. R. Meteorol. Soc. , vol.131 , pp. 3235-3246
    • Fisher, M.1    Leutbecher, M.2    Kelly, G.A.3
  • 100
    • 84865495165 scopus 로고    scopus 로고
    • Hydrologic data assimilation with a hillslope-scale resolving model and L-band radar observations: synthetic exper-iments with the ensemble Kalman filter
    • Flores, A., Bras, R. L., and Entekhabi, D. (2012).Hydrologic data assimilation with a hillslope-scale resolving model and L-band radar observations: synthetic exper-iments with the ensemble Kalman filter. Water Resour. Res. 48, W08509. doi: 10.1029/2011WR011500.
    • (2012) Water Resour. Res , vol.48
    • Flores, A.1    Bras, R.L.2    Entekhabi, D.3
  • 101
    • 0034438436 scopus 로고    scopus 로고
    • 4D-Var assimilation of stratospheric aerosol satellite data
    • Fonteyn, D., Errera, Q., DeMazière, M., Franssens, G., and Fussen, D. (2000). 4D-Var assimilation of stratospheric aerosol satellite data. Adv. Space Res. 26, 2049-2052. doi: 10.1016/S0273-1177(00)00127-7.
    • (2000) Adv. Space Res. , vol.26 , pp. 2049-2052
    • Fonteyn, D.1    Errera, Q.2    DeMazière, M.3    Franssens, G.4    Fussen, D.5
  • 102
    • 17144448103 scopus 로고    scopus 로고
    • An ozone climatology based on ozonesonde and satellite measurements
    • Fortuin, J. P. F., and Kelder, H. (1998). An ozone climatology based on ozonesonde and satellite measurements. J. Geophys. Res. 103, 31709-31734. doi: 10.1029/1998JD200008.
    • (1998) J. Geophys. Res. , vol.103 , pp. 31709-31734
    • Fortuin, J.P.F.1    Kelder, H.2
  • 103
    • 33749174946 scopus 로고    scopus 로고
    • The ASSET intercomparison of ozone analyses: method and first results
    • Geer,A.J.,Lahoz,W.A.,Bekki,S.,Bormann,N.,Errera,Q.,Eskes,H. J., et al. (2006). The ASSET intercomparison of ozone analyses: method and first results. Atmos. Chem. Phys. 6, 5445-5474. doi: 10.5194/acp-6-5445-2006.
    • (2006) Atmos. Chem. Phys. , vol.6 , pp. 5445-5474
    • Geer, A.J.1    Lahoz, W.A.2    Bekki, S.3    Bormann, N.4    Errera, Q.5    Eskes, H.J.6
  • 104
    • 33847397848 scopus 로고    scopus 로고
    • Evaluation of linear ozone photochemistry parametrizations in a stratosphere-troposphere data assimilation system
    • Geer, A. J., Lahoz, W. A., Jackson, D. R., Cariolle, D., and McCormack, J. P. (2007). Evaluation of linear ozone photochemistry parametrizations in a stratosphere-troposphere data assimilation system. Atmos. Chem. Phys. 7, 939-959. doi: 10.5194/acp-7-939-2007.
    • (2007) Atmos. Chem. Phys. , vol.7 , pp. 939-959
    • Geer, A.J.1    Lahoz, W.A.2    Jackson, D.R.3    Cariolle, D.4    McCormack, J.P.5
  • 105
    • 77958133598 scopus 로고    scopus 로고
    • Assimilation of land surface temperature into the land surface model JULES with an ensemble Kalman filter
    • Ghent, D., Kaduk, J., Remedios, J., Ard, J., and Balzter, H. (2010). Assimilation of land surface temperature into the land surface model JULES with an ensemble Kalman filter. J. Geophys. Res. 115, D19112. doi: 10.1029/2010JD014392.
    • (2010) J. Geophys. Res. , vol.115 , pp. D19112
    • Ghent, D.1    Kaduk, J.2    Remedios, J.3    Ard, J.4    Balzter, H.5
  • 106
    • 84902546654 scopus 로고    scopus 로고
    • Grand challenges in atmospheric science
    • Gimeno, L. (2013). Grand challenges in atmospheric science. Front. Earth Sci. 1:1. doi: 10.3389/feart.2013.00001.
    • (2013) Front. Earth Sci , vol.1 , pp. 1
    • Gimeno, L.1
  • 108
    • 85063834047 scopus 로고    scopus 로고
    • The added value of a geostationary thermal infrared and visible instrument to monitor ozone for air quality
    • Hache, E., Attié, J.-L., Tournier, C., Ricaud, P., Coret, L., Lahoz,W. A., et al. (2014). The added value of a geostationary thermal infrared and visible instrument to monitor ozone for air quality. Atmos. Meas. Tech. Discuss. 7, 1645-1689. doi: 10.5194/amtd-7-1645-2014.
    • (2014) Atmos. Meas. Tech. Discuss. , vol.7 , pp. 1645-1689
    • Hache, E.1    Attié, J.-L.2    Tournier, C.3    Ricaud, P.4    Coret, L.5    Lahoz, W.A.6
  • 109
    • 84890051196 scopus 로고    scopus 로고
    • "Ocean data assimilation,"
    • eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer)
    • Haines, K. (2010). "Ocean data assimilation," in Data Assimilation:Making Sense of Observations, eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer), 517-547. doi: 10.1007/978-3-540-74703-1_20
    • (2010) Data Assimilation:Making Sense of Observations , pp. 517-547
    • Haines, K.1
  • 111
    • 84884312652 scopus 로고    scopus 로고
    • The potential for skill across the range of the seam-less weather-climate prediction problem: a stimulus for our science
    • Hoskins, B. J. (2013). The potential for skill across the range of the seam-less weather-climate prediction problem: a stimulus for our science. Q. J. R. Meteorol. Soc. 139, 573-584. doi: 10.1002/qj.1991.
    • (2013) Q. J. R. Meteorol. Soc. , vol.139 , pp. 573-584
    • Hoskins, B.J.1
  • 112
  • 114
    • 34248675795 scopus 로고    scopus 로고
    • Efficient data assimilation for spatiotemporal chaos: a local ensemble transform Kalman filter
    • Hunt, B. R., Kostelich, E. J., and Szunyogh, I. (2007). Efficient data assimilation for spatiotemporal chaos: a local ensemble transform Kalman filter. Phys. D 230, 112-126. doi: 10.1016/j.physd.2006.11.008.
    • (2007) Phys. D , vol.230 , pp. 112-126
    • Hunt, B.R.1    Kostelich, E.J.2    Szunyogh, I.3
  • 115
    • 22444452396 scopus 로고    scopus 로고
    • Unified notation for data assimilation: operational sequential and variational
    • Ide, K., Courtier, P., Ghil, M., and Lorenc, A. (1997). Unified notation for data assimilation: operational sequential and variational. J. Meteorol. Soc. Jpn. 75, 181-189.
    • (1997) J. Meteorol. Soc. Jpn. , vol.75 , pp. 181-189
    • Ide, K.1    Courtier, P.2    Ghil, M.3    Lorenc, A.4
  • 116
    • 84884371621 scopus 로고    scopus 로고
    • The MACC reanalysis: an 8 yr data set of atmospheric composition
    • Inness, A., Baier, F., Benedetti, A., Bouarar, I., Chabrillat, S., Clark, H., et al. (2013). The MACC reanalysis: an 8 yr data set of atmospheric composition. Atmos. Chem. Phys. 13, 4073-4109. doi: 10.5194/acp-13-4073-2013.
    • (2013) Atmos. Chem. Phys. , vol.13 , pp. 4073-4109
    • Inness, A.1    Baier, F.2    Benedetti, A.3    Bouarar, I.4    Chabrillat, S.5    Clark, H.6
  • 122
    • 34547239881 scopus 로고    scopus 로고
    • Assimilation of EOS MLS ozone observations in the met office data assimilation system
    • Jackson, D. R. (2007). Assimilation of EOS MLS ozone observations in the met office data assimilation system. Q. J. R. Meteorol. Soc. 133, 1771-1788. doi: 10.1002/qj.140.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 1771-1788
    • Jackson, D.R.1
  • 124
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman, R. E. (1960). A new approach to linear filtering and prediction problems. J. Basic Eng. 82, 35-45. doi: 10.1115/1.3662552.
    • (1960) J. Basic Eng. , vol.82 , pp. 35-45
    • Kalman, R.E.1
  • 126
    • 80052055275 scopus 로고    scopus 로고
    • "Ensemble Kalman filter: current status and potential,"
    • eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer)
    • Kalnay, E. (2010). "Ensemble Kalman filter: current status and potential," in Data Assimilation: Making Sense of Observations, eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer), 69-92.
    • (2010) Data Assimilation: Making Sense of Observations , pp. 69-92
    • Kalnay, E.1
  • 128
    • 0035874975 scopus 로고    scopus 로고
    • On applications of photochemi-cal models to the design of measurement strategies
    • Khattatov, B., Lyjak, L., and Gille, J. (2001). On applications of photochemi-cal models to the design of measurement strategies. Geophys. Res. Lett. 28, 2377-2380. doi: 10.1029/2000GL012285.
    • (2001) Geophys. Res. Lett. , vol.28 , pp. 2377-2380
    • Khattatov, B.1    Lyjak, L.2    Gille, J.3
  • 129
    • 34547277242 scopus 로고    scopus 로고
    • "Multivariate chemical data assimilation,"
    • NATO Science Series: IV. Earth and Environmental Sciences 26,edsR.Swinbank,V.Shutyaev,andW.A.Lahoz (Dordrecht: Kluwer Academic Publishers)
    • Khattatov, B. V. (2003). "Multivariate chemical data assimilation," in Data Assimilation for the Earth System. NATO Science Series: IV. Earth and Environmental Sciences 26,edsR.Swinbank,V.Shutyaev,andW.A.Lahoz (Dordrecht: Kluwer Academic Publishers), 279-288. doi: 10.1007/978-94-010-0029-1_24.
    • (2003) Data Assimilation for the Earth System , pp. 279-288
    • Khattatov, B.V.1
  • 130
    • 0033587899 scopus 로고    scopus 로고
    • Assimilation of photochemically active species and a case analysis of UARS data
    • Khattatov,B.V.,Gille,J.C.,Lyjak,L.V.,Brasseur,G.P.,Dortsov,V.L.,Roche, A. E., et al. (1999). Assimilation of photochemically active species and a case analysis of UARS data. J. Geophys. Res. 104, 18715-18737. doi: 10.1029/1999.JD900225.
    • (1999) J. Geophys. Res. , vol.104 , pp. 18715-18737
    • Khattatov, B.V.1    Gille, J.C.2    Lyjak, L.V.3    Brasseur, G.P.4    Dortsov, V.L.5    Roche, A.E.6
  • 131
    • 0034455844 scopus 로고    scopus 로고
    • Assimilation of satellite observations of long-lived chemical species in global chemistry transport models
    • Khattatov, B. V., Lamarque, J.-F., Lyjak, L. V., Ménard, R., Levelt, P., Tie, X., et al. (2000). Assimilation of satellite observations of long-lived chemical species in global chemistry transport models. J. Geophys. Res. 105, 29135-29144. doi: 10.1029/2000JD900466.
    • (2000) J. Geophys. Res. , vol.105 , pp. 29135-29144
    • Khattatov, B.V.1    Lamarque, J.-F.2    Lyjak, L.V.3    Ménard, R.4    Levelt, P.5    Tie, X.6
  • 132
  • 135
    • 27744493641 scopus 로고    scopus 로고
    • An observing system simulation experiment to evaluate the scientific merit of wind and ozone measurements from the future SWIFT instrument
    • Lahoz,W. A., Brugge, R., Jackson, D. R.,Migliorini, S., Swinbank, R., Lary, D., et al. (2005). An observing system simulation experiment to evaluate the scientific merit of wind and ozone measurements from the future SWIFT instrument. Q. J. R. Meteorol. Soc. 131, 503-523. doi: 10.1256/qj.03.109.
    • (2005) Q. J. R. Meteorol. Soc. , vol.131 , pp. 503-523
    • Lahoz, W.A.1    Brugge, R.2    Jackson, D.R.3    Migliorini, S.4    Swinbank, R.5    Lary, D.6
  • 136
    • 84897375370 scopus 로고    scopus 로고
    • Closing the gaps in our knowl-edge of the hydrological cycle over land: conceptual problems
    • Lahoz, W. A., and De Lannoy, G. J. M. (2014). Closing the gaps in our knowl-edge of the hydrological cycle over land: conceptual problems. Surv. Geophys. 35, 623-660. doi: 10.1007/s10712-013-9221-7.
    • (2014) Surv. Geophys. , vol.35 , pp. 623-660
    • Lahoz, W.A.1    De Lannoy, G.J.M.2
  • 138
    • 84924342339 scopus 로고    scopus 로고
    • Data assimilation of stratospheric constituents: a review
    • Lahoz, W. A., Errera, Q., Swinbank, R., and Fonteyn, D. (2007). Data assimilation of stratospheric constituents: a review. Atmos. Chem. Phys. 7, 5745-5773. doi: 10.5194/acp-7-5745-2007.
    • (2007) Atmos. Chem. Phys. , vol.7 , pp. 5745-5773
    • Lahoz, W.A.1    Errera, Q.2    Swinbank, R.3    Fonteyn, D.4
  • 139
    • 77958535554 scopus 로고    scopus 로고
    • "Data assimilation and infor-mation,"
    • eds, W.A.Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer)
    • Lahoz,W. A., Khatattov, B., and Ménard, R. (2010a). "Data assimilation and infor-mation," in Data Assimilation: Making Sense of Observations,edsW.A.Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer), 3-12.
    • (2010) Data Assimilation: Making Sense of Observations , pp. 3-12
    • Lahoz, W.A.1    Khatattov, B.2    Ménard, R.3
  • 141
    • 84863140880 scopus 로고    scopus 로고
    • Monitoring air quality from space: the case for the geostationary platform
    • Lahoz, W. A., Peuch, V.-H., Orphal, J., Attié, J.-L., Chance, K., Liu, X., et al. (2012). Monitoring air quality from space: the case for the geostationary platform. Bull. Am. Meteorol. Soc. 93, 221-233. doi: 10.1175/BAMS-D-11-00045.1.
    • (2012) Bull. Am. Meteorol. Soc. , vol.93 , pp. 221-233
    • Lahoz, W.A.1    Peuch, V.-H.2    Orphal, J.3    Attié, J.-L.4    Chance, K.5    Liu, X.6
  • 142
    • 0347037894 scopus 로고    scopus 로고
    • Data assimilation: a powerful tool for atmospheric chem-istry
    • Lary, D. J. (1999). Data assimilation: a powerful tool for atmospheric chem-istry. Philos. Trans. R. Soc. Lond. A 357, 3445-3457. doi: 10.1098/rsta.1999. 0502.
    • (1999) Philos. Trans. R. Soc. Lond. A , vol.357 , pp. 3445-3457
    • Lary, D.J.1
  • 143
    • 1342291097 scopus 로고    scopus 로고
    • Chemical data assimila-tion: a case study of solar occultation data from the ATLAS 1 mission of the Atmospheric Trace Molecule Spectroscopy Experiment (ATMOS)
    • Lary, D. J., Khattatov, B., and Mussa, H. Y. (2003). Chemical data assimila-tion: a case study of solar occultation data from the ATLAS 1 mission of the Atmospheric Trace Molecule Spectroscopy Experiment (ATMOS). J. Geophys. Res. 108:D003500. doi: 10.101029/2003JD003500.
    • (2003) J. Geophys. Res , vol.108
    • Lary, D.J.1    Khattatov, B.2    Mussa, H.Y.3
  • 144
    • 0032535254 scopus 로고    scopus 로고
    • Assimilation of MLS ozone measurements in the global three-dimensional chemistry transport model ROSE
    • Levelt,P.F.,Khattatov,B.V.,Gille,J.C.Brasseur,G.P.,Tie,X.X.,and Waters, J. W. (1998). Assimilation of MLS ozone measurements in the global three-dimensional chemistry transport model ROSE. Geophys. Res. Lett. 25, 4493-4496. doi: 10.1029/1998GL900152.
    • (1998) Geophys. Res. Lett. , vol.25 , pp. 4493-4496
    • Levelt, P.F.1    Khattatov, B.V.2    Gille, J.C.3    Brasseur, G.P.4    Tie, X.X.5    Waters, J.W.6
  • 145
    • 83455187138 scopus 로고    scopus 로고
    • The contributions of precipitation and soil moisture observa-tions to the skill of soil moisture estimates in a land data assimilation system
    • Liu, Q., Reichle, R. H., Bindlish, R., Cosh, M. H., Crow, W. T., de Jeu, R., et al. (2011). The contributions of precipitation and soil moisture observa-tions to the skill of soil moisture estimates in a land data assimilation system. J. Hydrometeorol. 12, 750-765. doi: 10.1175/JHM-D-10-05000.1.
    • (2011) J. Hydrometeorol. , vol.12 , pp. 750-765
    • Liu, Q.1    Reichle, R.H.2    Bindlish, R.3    Cosh, M.H.4    Crow, W.T.5    de Jeu, R.6
  • 147
    • 84975888044 scopus 로고
    • Analysis methods for numerical weather prediction
    • Lorenc, A. C. (1986). Analysis methods for numerical weather prediction. Q. J. R. Meteorol. Soc. 112, 1177-1194. doi: 10.1002/qj.49711247414.
    • (1986) Q. J. R. Meteorol. Soc. , vol.112 , pp. 1177-1194
    • Lorenc, A.C.1
  • 148
    • 0347709927 scopus 로고    scopus 로고
    • The potential of the ensemble Kalman filter for NWP-a comparison with 4D-Var
    • Lorenc, A. C. (2003). The potential of the ensemble Kalman filter for NWP-a comparison with 4D-Var. Q. J. R. Meteorol. Soc. 129, 3183-3203. doi: 10.1256/qj.02.132.
    • (2003) Q. J. R. Meteorol. Soc. , vol.129 , pp. 3183-3203
    • Lorenc, A.C.1
  • 149
    • 84922895111 scopus 로고    scopus 로고
    • Forecast sensitivity to observations in the Met Office Global NWP system
    • Lorenc, A. C., and Marriott, R. T. (2014). Forecast sensitivity to observations in the Met Office Global NWP system. Q. J. R. Meteorol. Soc. 140, 209-224, doi: 10.1002/qj.2122.
    • (2014) Q. J. R. Meteorol. Soc. , vol.140 , pp. 209-224
    • Lorenc, A.C.1    Marriott, R.T.2
  • 150
    • 0000241853 scopus 로고
    • Deterministic non-periodic flow
    • Lorenz, E. N. (1963a). Deterministic non-periodic flow. J. Atmos. Sci. 20, 130-141. doi: 10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2 Lorenz, E. N. (1963b). The predictability of hydrodynamic flow. Trans. N.Y. Acad. Sci. Ser. 25, 409-432.
    • (1963) J. Atmos. Sci. , vol.20 , pp. 130-141
    • Lorenz, E.N.1
  • 151
    • 1842721072 scopus 로고
    • The predictability of hydrodynamic flow
    • Lorenz, E. N. (1963b). The predictability of hydrodynamic flow. Trans. N.Y. Acad. Sci. Ser. 25, 409-432.
    • (1963) Trans. N.Y. Acad. Sci. Ser. , vol.25 , pp. 409-432
    • Lorenz, E.N.1
  • 152
    • 58249090425 scopus 로고    scopus 로고
    • the NEMO Team , Note du Pôle de modélisation, Institut Pierre-Simon Laplace (IPSL) (France).
    • Madec, G., and the NEMO Team (2008). NEMO Ocean Engine. Note du Pôle de modélisation, Institut Pierre-Simon Laplace (IPSL) (France).
    • (2008) NEMO Ocean Engine
    • Madec, G.1
  • 153
    • 0346281689 scopus 로고    scopus 로고
    • Test of the nightime polar stratospheric NO2 decay using wintertime SAOZ measure-ments and chemical data assimilation
    • Marchand, M., Bekki, S., Denis, L., and Pommereau, J.-P. (2003). Test of the nightime polar stratospheric NO2 decay using wintertime SAOZ measure-ments and chemical data assimilation. Geophys. Res. Lett. 30:L017582. doi: 10.1029/2003GL017582.
    • (2003) Geophys. Res. Lett , vol.30
    • Marchand, M.1    Bekki, S.2    Denis, L.3    Pommereau, J.-P.4
  • 154
    • 4243162176 scopus 로고    scopus 로고
    • Validation of the selfconsistency of GOMOS NO3,NO2 and O3 data using chem-ical data assimilation
    • Marchand, M., Bekki, S., Hauchecorne, A., and Bertaux, J.-L. (2004). Validation of the selfconsistency of GOMOS NO3,NO2 and O3 data using chem-ical data assimilation. Geophys. Res. Lett. 31:L019631. doi: 10.1029/ 2004GL019631.
    • (2004) Geophys. Res. Lett , vol.31
    • Marchand, M.1    Bekki, S.2    Hauchecorne, A.3    Bertaux, J.-L.4
  • 155
    • 84902951674 scopus 로고    scopus 로고
    • Assimilation of stratospheric methane products in the MACC-II system: from SCIAMACHY to TANSO and IASI
    • in Press
    • Massart, S., Agusti-Panareda, A., Aben, I., Butz, A., Chevallier, F., Crevosier, C., et al. (2014). Assimilation of stratospheric methane products in the MACC-II system: from SCIAMACHY to TANSO and IASI. Atmos. Chem. Phys. Discuss. 14, in Press. doi: 10.5194/acpd-14-2553-2014.
    • (2014) Atmos. Chem. Phys. Discuss. , vol.14
    • Massart, S.1    Agusti-Panareda, A.2    Aben, I.3    Butz, A.4    Chevallier, F.5    Crevosier, C.6
  • 156
    • 27844508208 scopus 로고    scopus 로고
    • Towards an improvement of the atmospheric ozone distribution and variability by the assimilation of satellite data
    • Massart, S., Cariolle, D., and Peuch, V.-H. (2005). Towards an improvement of the atmospheric ozone distribution and variability by the assimilation of satellite data. C. R. Geosci. 15, 1305-1310.
    • (2005) C. R. Geosci. , vol.15 , pp. 1305-1310
    • Massart, S.1    Cariolle, D.2    Peuch, V.-H.3
  • 157
    • 80051998329 scopus 로고    scopus 로고
    • First steps towards the assimilation of IASI ozone data into the MOCAGE-PALM system
    • Massart, S., Clerbaux, C., Cariolle, D., Piacentini, A., Turquety, S., and Hadji-Lazaro, J. (2009). First steps towards the assimilation of IASI ozone data into the MOCAGE-PALM system. Atmos. Chem. Phys. 9, 5073-5091. doi: 10.5194/acp-9-5073-2009.
    • (2009) Atmos. Chem. Phys. , vol.9 , pp. 5073-5091
    • Massart, S.1    Clerbaux, C.2    Cariolle, D.3    Piacentini, A.4    Turquety, S.5    Hadji-Lazaro, J.6
  • 160
    • 77957572833 scopus 로고    scopus 로고
    • Towards the sequential assimilation of SAR-derived water stages into hydraulic models using the particle filter: proof of concept
    • Matgen, P., Montanari, M., Hostache, R., Pfister, L., Hoffmann, L., Plaza, D., et al. (2010). Towards the sequential assimilation of SAR-derived water stages into hydraulic models using the particle filter: proof of concept. Hydrol. Earth Syst. Sci. 14, 1773-1785. doi: 10.5194/hess-14-1773-2010.
    • (2010) Hydrol. Earth Syst. Sci. , vol.14 , pp. 1773-1785
    • Matgen, P.1    Montanari, M.2    Hostache, R.3    Pfister, L.4    Hoffmann, L.5    Plaza, D.6
  • 161
    • 0030303648 scopus 로고    scopus 로고
    • Spatial inhomo-geneity in pollution concentrations and their implications for air quality model evaluation
    • McNair, L. A., Hartley, R. A., and Russell, A. G. (1996). Spatial inhomo-geneity in pollution concentrations and their implications for air quality model evaluation. Atmos. Environ. 39, 4291-4301. doi: 10.1016/1352-2310(96) 00098-2.
    • (1996) Atmos. Environ. , vol.39 , pp. 4291-4301
    • McNair, L.A.1    Hartley, R.A.2    Russell, A.G.3
  • 163
    • 84873649887 scopus 로고    scopus 로고
    • The use of electrochemical sensors for monitoring urban air quality in low-cost, high-density networks
    • Mead, M. I., Popoola, O. A. M., Stewart, G. B., Landshoff, P., Calleja, M., Hayes, M., et al. (2013). The use of electrochemical sensors for monitoring urban air quality in low-cost, high-density networks. Atmos. Environ. 70, 186-203. doi: 10.1016/j.atmosenv.2012.11.060.
    • (2013) Atmos. Environ. , vol.70 , pp. 186-203
    • Mead, M.I.1    Popoola, O.A.M.2    Stewart, G.B.3    Landshoff, P.4    Calleja, M.5    Hayes, M.6
  • 164
    • 33745899411 scopus 로고    scopus 로고
    • Sensitivity analysis of methane emissions derived from SCIAMACHY observations through inverse modelling
    • Meirink, J. F., Eskes, H. J., and Goede, A. P. H. (2006). Sensitivity analysis of methane emissions derived from SCIAMACHY observations through inverse modelling. Atmos. Chem. Phys. 6, 9405-9445. doi: 10.5194/acp-6-1275-2006
    • (2006) Atmos. Chem. Phys. , vol.6 , pp. 9405-9445
    • Meirink, J.F.1    Eskes, H.J.2    Goede, A.P.H.3
  • 165
    • 84895370938 scopus 로고    scopus 로고
    • Bias estimation
    • eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer)
    • Ménard, R. (2010). "Bias estimation," in Data Assimilation: Making Sense of Observations, eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer), 113-135. doi: 10.1007/978-3-540-74703-1_6
    • (2010) Data Assimilation: Making Sense of Observations , pp. 113-135
    • Ménard, R.1
  • 166
    • 84895344384 scopus 로고    scopus 로고
    • "Bias estimation,"
    • eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer)
    • Ménard, R. (2010). "Bias estimation," in Data Assimilation: Making Sense of Observations, eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer), 113-135. doi: 10.1007/978-3-540-74703-1_6
    • (2010) Data Assimilation: Making Sense of Observations , pp. 113-135
    • Ménard, R.1
  • 167
    • 0034252195 scopus 로고    scopus 로고
    • Stratospheric assimilation of chemical tracer observations using a Kalman filter, Part II: chi-squared validated results and analysis of variance and correlation dynamics
    • Ménard, R., and Chang, L.-P. (2000). Stratospheric assimilation of chemical tracer observations using a Kalman filter, Part II: chi-squared validated results and analysis of variance and correlation dynamics. Mon. Weather Rev. 128, 2672-2686. doi: 10.1175/1520-0493(2000)128<2672:AOSCTO>2.0.CO;2
    • (2000) Mon. Weather Rev. , vol.128 , pp. 2672-2686
    • Ménard, R.1    Chang, L.-P.2
  • 168
    • 0034252486 scopus 로고    scopus 로고
    • Stratospheric assimilation of chemical tracer observations using a Kalman filter, Part I: formulation
    • Ménard, R., Cohn, S. E., Chang, L.-P., and Lyster, P. M. (2000). Stratospheric assimilation of chemical tracer observations using a Kalman filter, Part I: formulation. Mon. Weather Rev. 128, 2654-2671. doi: 10.1175/1520-0493(2000)128<2654:AOSCTO>2.0.CO;2
    • (2000) Mon. Weather Rev. , vol.128 , pp. 2654-2671
    • Ménard, R.1    Cohn, S.E.2    Chang, L.-P.3    Lyster, P.M.4
  • 169
    • 84855767106 scopus 로고    scopus 로고
    • On the equivalence between radiance and retrieval assimila-tion
    • Migliorini, S. (2011). On the equivalence between radiance and retrieval assimila-tion. Mon. Weather Rev. 140, 258-265. doi: 10.1175/MWR-D-10-05047.1.
    • (2011) Mon. Weather Rev. , vol.140 , pp. 258-265
    • Migliorini, S.1
  • 170
    • 84883539420 scopus 로고    scopus 로고
    • Constraints on surface NOx emissions by assimilating satellite observations of multiple species
    • Miyazaki, K., and Eskes, H. (2013). Constraints on surface NOx emissions by assimilating satellite observations of multiple species. Geophys. Res. Lett. 40, 4745-4750. doi: 10.1002/grl.50894.
    • (2013) Geophys. Res. Lett. , vol.40 , pp. 4745-4750
    • Miyazaki, K.1    Eskes, H.2
  • 171
    • 84869059010 scopus 로고    scopus 로고
    • Simultaneous assimilation of satellite NO2,O3,CO,andHNO3 data for the analysis of tropospheric chemical composition and emissions
    • Miyazaki, K., Eskes,H. J., Sudo, K., Takigawa,M., vanWeele,M., and Boersma, K. F. (2012). Simultaneous assimilation of satellite NO2,O3,CO,andHNO3 data for the analysis of tropospheric chemical composition and emissions. Atmos. Chem. Phys. 12, 9545-9579. doi: 10.5194/acp-12-9545-2012.
    • (2012) Atmos. Chem. Phys. , vol.12 , pp. 9545-9579
    • Miyazaki, K.1    Eskes, H.J.2    Sudo, K.3    Takigawa, M.4    vanWeele, M.5    Boersma, K.F.6
  • 172
    • 84897559998 scopus 로고    scopus 로고
    • Global lightning NOx production estimated by an assimilation of multiple satellite data sets
    • Miyazaki, K., Eskes, H. J., Sudo, K., and Zhang, C. (2014). Global lightning NOx production estimated by an assimilation of multiple satellite data sets. Atmos. Chem. Phys. 14, 3277-3305. doi: 10.5194/acp-14-3277-2014.
    • (2014) Atmos. Chem. Phys. , vol.14 , pp. 3277-3305
    • Miyazaki, K.1    Eskes, H.J.2    Sudo, K.3    Zhang, C.4
  • 174
    • 20844449766 scopus 로고    scopus 로고
    • Uncertainty assessment of hydrologic model states and parameters: sequential data assimilation using the particle filter
    • Moradkhani, H., Hsu, K.-L., Gupta, H., and Sorooshian, S. (2005a). Uncertainty assessment of hydrologic model states and parameters: sequential data assimilation using the particle filter. Water Resour. Res. 41, W05012. doi: 10.1029/2004WR003604.
    • (2005) Water Resour. Res. , vol.41 , pp. W05012
    • Moradkhani, H.1    Hsu, K.-L.2    Gupta, H.3    Sorooshian, S.4
  • 175
    • 11944268965 scopus 로고    scopus 로고
    • Dual state-parameter estimation of hydrological models using ensemble Kalman filter
    • Moradkhani, H., Sorooshian, S., Gupta, H. V., and Houser, P. R. (2005b). Dual state-parameter estimation of hydrological models using ensemble Kalman filter. Adv. Water Resour. 28, 135-147. doi: 10.1016/j.advwatres.2004.09.002.
    • (2005) Adv. Water Resour. , vol.28 , pp. 135-147
    • Moradkhani, H.1    Sorooshian, S.2    Gupta, H.V.3    Houser, P.R.4
  • 176
    • 84855206730 scopus 로고    scopus 로고
    • A random map implementation of implicit filters
    • Morzfeld, M., Tu, X., Atkins, E., and Chorin, A. J. (2012). A random map implementation of implicit filters. J. Comp. Phys. 231, 2049-2066. doi: 10.1016/j.jcp.2011.11.022
    • (2012) J. Comp. Phys. , vol.231 , pp. 2049-2066
    • Morzfeld, M.1    Tu, X.2    Atkins, E.3    Chorin, A.J.4
  • 177
    • 21244500460 scopus 로고    scopus 로고
    • Inversion of CO and NOx emissions using the adjoint of the IMAGES model
    • Müller, J.-F., and Stavrakou, T. (2005). Inversion of CO and NOx emissions using the adjoint of the IMAGES model. Atmos. Chem. Phys. 5, 1157-1186. doi: 10.5194/acp-5-1157-2005.
    • (2005) Atmos. Chem. Phys. , vol.5 , pp. 1157-1186
    • Müller, J.-F.1    Stavrakou, T.2
  • 178
    • 80755152575 scopus 로고    scopus 로고
    • Multi-spectral sensitivity studies for the retrieval of tropospheric and lowermost tropospheric ozone from simulated clear-sky GEO-CAPE measure-ments
    • Natraj, V., Liu, X., Kulawik, S., Chance, K., Chatfield, R., Edwards, D. P., et al. (2011). Multi-spectral sensitivity studies for the retrieval of tropospheric and lowermost tropospheric ozone from simulated clear-sky GEO-CAPE measure-ments. Atmos. Environ. 45, 7151-7165. doi: 10.1016/j.atmosenv.2011.09.014.
    • (2011) Atmos. Environ. , vol.45 , pp. 7151-7165
    • Natraj, V.1    Liu, X.2    Kulawik, S.3    Chance, K.4    Chatfield, R.5    Edwards, D.P.6
  • 179
    • 84895364136 scopus 로고    scopus 로고
    • "Mathematical concepts of data assimilation,"
    • eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin; Heidelberg: Springer)
    • Nichols, N. K. (2010). "Mathematical concepts of data assimilation," in Data Assimilation: Making Sense of Observations, eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin; Heidelberg: Springer), 13-39.
    • (2010) Data Assimilation: Making Sense of Observations , pp. 13-39
    • Nichols, N.K.1
  • 183
    • 84857731277 scopus 로고    scopus 로고
    • Spatial resolution of tropical terrestrial CO2 fluxes inferred using space-borne column CO2 sampled in different earth orbits: the role of spatial error correlations
    • Palmer, P. I., Feng, L., and Bösch, H. (2011). Spatial resolution of tropical terrestrial CO2 fluxes inferred using space-borne column CO2 sampled in different earth orbits: the role of spatial error correlations. Atmos. Meas. Tech. 4, 1995-2006. doi: 10.5194/amt-4-1995-2011.
    • (2011) Atmos. Meas. Tech. , vol.4 , pp. 1995-2006
    • Palmer, P.I.1    Feng, L.2    Bösch, H.3
  • 184
    • 44449086846 scopus 로고    scopus 로고
    • Towards seamless prediction: calibration of climate change projections using seasonal forecasts
    • Palmer, T. N., Doblas-Reyes, F. J., Weisheimer, A., and Rodwell, M. J. (2008). Towards seamless prediction: calibration of climate change projections using seasonal forecasts. Bull. Am. Meteorol. Soc. 89, 459-470. doi: 10.1175/BAMS-89-4-459.
    • (2008) Bull. Am. Meteorol. Soc. , vol.89 , pp. 459-470
    • Palmer, T.N.1    Doblas-Reyes, F.J.2    Weisheimer, A.3    Rodwell, M.J.4
  • 185
    • 33746087111 scopus 로고    scopus 로고
    • Data assimilation for estimating the terrestrial water budget using a constrained ensemble Kalman filter
    • Pan, M., and Wood, E. F. (2006). Data assimilation for estimating the terrestrial water budget using a constrained ensemble Kalman filter. J. Hydrometeorol. 7, 534-547. doi: 10.1175/JHM495.1.
    • (2006) J. Hydrometeorol. , vol.7 , pp. 534-547
    • Pan, M.1    Wood, E.F.2
  • 186
    • 40649083785 scopus 로고    scopus 로고
    • Estimation of regional terrestrial water cycle using multisensory remote sensing obser-vations and data assimilation
    • Pan, M., Wood, E. F., Wójcik, R., and McCabe, M. F. (2008). Estimation of regional terrestrial water cycle using multisensory remote sensing obser-vations and data assimilation. Remote Sens. Environ. 112, 1282-1294. doi: 10.1016/j.rse.2007.02.039.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 1282-1294
    • Pan, M.1    Wood, E.F.2    Wójcik, R.3    McCabe, M.F.4
  • 187
    • 56549102701 scopus 로고    scopus 로고
    • Estimating the summertime tropospheric ozone distribution over North America through assimilation of observations from the Tropospheric Emission Spectrometer
    • Parrington, M., Jones, D. B. A., Bowman, K. W., Horowitz, L. W., Thompson, A. M., Tarasick, D. W., et al. (2008). Estimating the summertime tropospheric ozone distribution over North America through assimilation of observations from the Tropospheric Emission Spectrometer. J. Geophys. Res. 113, D18307. doi: 10.1029/2007JD009341.
    • (2008) J. Geophys. Res. , vol.113 , pp. D18307
    • Parrington, M.1    Jones, D.B.A.2    Bowman, K.W.3    Horowitz, L.W.4    Thompson, A.M.5    Tarasick, D.W.6
  • 188
    • 66149175702 scopus 로고    scopus 로고
    • Impact of the assimilation of ozone from the Tropospheric Emission Spectrometer on surface ozone across North America
    • Parrington,M.,Jones,D.B.A.,Bowman,K.W.,Thompson,A.M.,Tarasick,D. W., Merrill, J., et al. (2009). Impact of the assimilation of ozone from the Tropospheric Emission Spectrometer on surface ozone across North America. Geophys. Res. Lett. 36, L04802. doi: 10.1029/2008GL036935.
    • (2009) Geophys. Res. Lett. , vol.36 , pp. L04802
    • Parrington, M.1    Jones, D.B.A.2    Bowman, K.W.3    Thompson, A.M.4    Tarasick, D.W.5    Merrill, J.6
  • 189
    • 59849120349 scopus 로고    scopus 로고
    • Optimization of soil hydraulic model parameters using synthetic aper-ture radar data: an integrated multidisciplinary approach
    • Pauwels, V., Balenzano, A., Satalino, G., Skriver, H., Verhoest, N., and Mattia, F. (2009). Optimization of soil hydraulic model parameters using synthetic aper-ture radar data: an integrated multidisciplinary approach. IEEE Trans. Geosci. Remote Sens. 47, 455-457. doi: 10.1109/TGRS.2008.2007849
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , pp. 455-457
    • Pauwels, V.1    Balenzano, A.2    Satalino, G.3    Skriver, H.4    Verhoest, N.5    Mattia, F.6
  • 190
  • 191
    • 0033854207 scopus 로고    scopus 로고
    • Dynamical impact of total-ozone observations in a four-dimensional variational assimilation
    • Peuch, A., Thépaut, J.-N., and Pailleux, J. (2000). Dynamical impact of total-ozone observations in a four-dimensional variational assimilation. Q. J. R. Meteorol. Soc. 126, 1641-1659. doi: 10.1002/qj.49712656605.
    • (2000) Q. J. R. Meteorol. Soc. , vol.126 , pp. 1641-1659
    • Peuch, A.1    Thépaut, J.-N.2    Pailleux, J.3
  • 192
    • 84883765011 scopus 로고    scopus 로고
    • Global atmospheric carbon budget: results from an ensem-ble of atmospheric CO2 inversions
    • Peylin, P., Law, R. M., Gurney, K. R., Chevallier, F., Jacobson, A. R., Maki, T., et al. (2013). Global atmospheric carbon budget: results from an ensem-ble of atmospheric CO2 inversions. Biogeosci. Discuss. 10, 5301-5360. doi: 10.5194/bgd-10-5301-2013.
    • (2013) Biogeosci. Discuss. , vol.10 , pp. 5301-5360
    • Peylin, P.1    Law, R.M.2    Gurney, K.R.3    Chevallier, F.4    Jacobson, A.R.5    Maki, T.6
  • 193
    • 84856961948 scopus 로고    scopus 로고
    • The importance of parameter resampling for soilmois-ture data assimilation into hydrologic models using the particle filter
    • Plaza, D. A., De Keyser, R., De Lannoy, G. J. M., Giustarini, L., Matgen, P., and Pauwels, V. R.N. (2012). The importance of parameter resampling for soilmois-ture data assimilation into hydrologic models using the particle filter. Hydrol. Earth Syst. Sci. 16, 375-390. doi: 10.5194/hess-16-375-2012.
    • (2012) Hydrol. Earth Syst. Sci. , vol.16 , pp. 375-390
    • Plaza, D.A.1    De Keyser, R.2    De Lannoy, G.J.M.3    Giustarini, L.4    Matgen, P.5    Pauwels, V.R.N.6
  • 194
    • 77957654040 scopus 로고    scopus 로고
    • The current state of carbon-cycle data assimilation
    • Rayner, P. J. (2010). The current state of carbon-cycle data assimilation. Curr. Opin. Environ. Sustain. 2, 1-8. doi: 10.1016/j.cosust.2010.05.005.
    • (2010) Curr. Opin. Environ. Sustain. , vol.2 , pp. 1-8
    • Rayner, P.J.1
  • 195
    • 43049119984 scopus 로고    scopus 로고
    • An adaptive ensemble Kalman filter for soilmoisture data assimilation
    • Reichle, R. H., Crow, W. T., and Keppenne, C. L. (2008). An adaptive ensemble Kalman filter for soilmoisture data assimilation.Water Resour. Res. 44,W03423. doi: 10.1029/2007WR006357.
    • (2008) Water Resour. Res , vol.44
    • Reichle, R.H.1    Crow, W.T.2    Keppenne, C.L.3
  • 196
    • 16344377761 scopus 로고    scopus 로고
    • Global assimilation of satellite surface soil moisture retrievals into the NASA Catchment land surface model
    • Reichle, R. H., and Koster, R. (2005). Global assimilation of satellite surface soil moisture retrievals into the NASA Catchment land surface model. Geophys. Res. Lett. 32, L0204.1-L0204.4. doi: 10.1029/2004GL021700.
    • (2005) Geophys. Res. Lett. , vol.32 , pp. L0204.1-L0204.4
    • Reichle, R.H.1    Koster, R.2
  • 197
    • 0036960475 scopus 로고    scopus 로고
    • Extended ver-sus ensemble Kalman filtering for land data assimilation
    • Reichle, R. H., Walker, J. P., Houser, P. R., and Koster, R. D. (2002). Extended ver-sus ensemble Kalman filtering for land data assimilation. J. Hydrometeorol. 3, 728-740. doi: 10.1175/1525-7541(2002)003<0728:EVEKFF>2.0.CO;2
    • (2002) J. Hydrometeorol. , vol.3 , pp. 728-740
    • Reichle, R.H.1    Walker, J.P.2    Houser, P.R.3    Koster, R.D.4
  • 198
    • 84882804917 scopus 로고    scopus 로고
    • On the inclusion of Limb Infrared Monitor of the Stratosphere version 6 ozone in a data assimilation system
    • Remsberg,E.,Natarajan,M.,Fairlie,T.D.,Wargan,K.,Pawson,S.,Coy,L.,etal. (2013). On the inclusion of Limb Infrared Monitor of the Stratosphere version 6 ozone in a data assimilation system. J. Geophys. Res. Atmos. 118, 7982-8000. doi: 10.1002/jgrd.50566.
    • (2013) J. Geophys. Res. Atmos. , vol.118 , pp. 7982-8000
    • Remsberg, E.1    Natarajan, M.2    Fairlie, T.D.3    Wargan, K.4    Pawson, S.5    Coy, L.6
  • 199
    • 0030419527 scopus 로고    scopus 로고
    • On four-dimensional variational assimilation of ozone data in weather prediction models
    • Riishøjgaard, L.-P. (1996). On four-dimensional variational assimilation of ozone data in weather prediction models. Q. J. R. Meteorol. Soc. 122, 1545-1572. doi: 10.1002/qj.49712253505.
    • (1996) Q. J. R. Meteorol. Soc. , vol.122 , pp. 1545-1572
    • Riishøjgaard, L.-P.1
  • 200
    • 0034105566 scopus 로고    scopus 로고
    • The GEOS ozone data assimilation system
    • Riishøjgaard, L.-P., Štajner, I., and Lou, G.-P. (2000). The GEOS ozone data assimilation system. Adv. Space Res. 25, 1063-1072. doi: 10.1016/S0273-1177(99)00443-3.
    • (2000) Adv. Space Res. , vol.25 , pp. 1063-1072
    • Riishøjgaard, L.-P.1    Štajner, I.2    Lou, G.-P.3
  • 201
    • 0003479662 scopus 로고    scopus 로고
    • Inverse Methods for Atmospheric Sounding: Theory and Practice
    • London:World Scientific.
    • Rodgers, C. D. (2000). Inverse Methods for Atmospheric Sounding: Theory and Practice. London:World Scientific.
    • (2000)
    • Rodgers, C.D.1
  • 202
    • 33947263828 scopus 로고    scopus 로고
    • Use of numerical weather prediction to assess climate models
    • Rodwell, M. J., and Palmer, T. N. (2007). Use of numerical weather prediction to assess climate models. Q. J. R. Meteorol. Soc. 133, 129-146. doi: 10.1002/qj.23.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 129-146
    • Rodwell, M.J.1    Palmer, T.N.2
  • 203
    • 84895200228 scopus 로고    scopus 로고
    • "Reanalysis: data assimilation for scientific investigation of climate,"
    • eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer)
    • Rood, R. B., and Bosilovich, M. (2010). "Reanalysis: data assimilation for scientific investigation of climate," in Data Assimilation:Making Sense of Observations,eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer), 623-646.
    • (2010) Data Assimilation:Making Sense of Observations , pp. 623-646
    • Rood, R.B.1    Bosilovich, M.2
  • 205
    • 33847217985 scopus 로고    scopus 로고
    • A study of polar ozone depletion based on sequential assimilation of satellite data from the ENVISAT/MIPAS and Odin/SMR instruments
    • Rösevall, J. D., Murtagh, D. P., Urban, J., and Jones, A. K. (2007b). A study of polar ozone depletion based on sequential assimilation of satellite data from the ENVISAT/MIPAS and Odin/SMR instruments. Atmos. Chem. Phys. 7, 899-911. doi: 10.5194/acp-7-899-2007.
    • (2007) Atmos. Chem. Phys. , vol.7 , pp. 899-911
    • Rösevall, J.D.1    Murtagh, D.P.2    Urban, J.3    Jones, A.K.4
  • 206
    • 84872537339 scopus 로고    scopus 로고
    • Data on wings
    • Rosner, H. (2013). Data on wings. Sci. Am. 308, 68-73. doi: 10.1038/ scientificamerican0213-68.
    • (2013) Sci. Am. , vol.308 , pp. 68-73
    • Rosner, H.1
  • 207
  • 208
    • 77952907470 scopus 로고    scopus 로고
    • Evaluation of the observation operator Jacobian for leaf area index data assimilation with an extended Kalman filter
    • Rüdiger, C., Albergel, C., and Mahfouf, J.-F. (2010). Evaluation of the observation operator Jacobian for leaf area index data assimilation with an extended Kalman filter. J. Geophys. Res. 118, D09111. doi: 10.1029/2009JD012912.
    • (2010) J. Geophys. Res. , vol.118 , pp. D09111
    • Rüdiger, C.1    Albergel, C.2    Mahfouf, J.-F.3
  • 209
    • 34548852009 scopus 로고    scopus 로고
    • A review of land-use regression models for characterizing intraurban air pollution exposure
    • Ryan, P. H., and LeMasters, G. K. (2007). A review of land-use regression models for characterizing intraurban air pollution exposure. Inhal. Toxicol. 19, 127-133. doi: 10.1080/08958370701495998.
    • (2007) Inhal. Toxicol. , vol.19 , pp. 127-133
    • Ryan, P.H.1    LeMasters, G.K.2
  • 210
    • 84869836056 scopus 로고    scopus 로고
    • TOPAZ4: an ocean-sea ice data assimilation system for the North Atlantic and Arctic
    • Sakov, P., Counillon, F., Bertino, L., Lisæter, K. A., Oke, P. R., and Korablev, A. (2012a). TOPAZ4: an ocean-sea ice data assimilation system for the North Atlantic and Arctic. Ocean Sci. 8, 633-656. doi: 10.5194/os-8-633-2012.
    • (2012) Ocean Sci. , vol.8 , pp. 633-656
    • Sakov, P.1    Counillon, F.2    Bertino, L.3    Lisæter, K.A.4    Oke, P.R.5    Korablev, A.6
  • 211
    • 84863331593 scopus 로고    scopus 로고
    • An iterative EnKF for strongly nonlinear systems
    • Sakov, P., Oliver, D., and Bertino, L. (2012b). An iterative EnKF for strongly nonlinear systems. Mon. Weather Rev. 140, 1988-2004. doi: 10.1175/MWR-D-11-00176.1.
    • (2012) Mon. Weather Rev. , vol.140 , pp. 1988-2004
    • Sakov, P.1    Oliver, D.2    Bertino, L.3
  • 214
    • 84861403450 scopus 로고    scopus 로고
    • Chemical data assimilation an overview
    • Sandu, A., and Chai, T. F. (2011). Chemical data assimilation an overview. Atmosphere 2, 426-463. doi: 10.3390/atmos2030426.
    • (2011) Atmosphere , vol.2 , pp. 426-463
    • Sandu, A.1    Chai, T.F.2
  • 215
    • 0142106027 scopus 로고    scopus 로고
    • Direct and adjoint sensitivity analysis of chemical kinetic systems with KPP: I-theory and software tools
    • Sandu, A., Daescu, D., and Carmichael, G. R. (2003). Direct and adjoint sensitivity analysis of chemical kinetic systems with KPP: I-theory and software tools. Atmos. Environ. 37, 5083-5096. doi: 10.1016/j.atmosenv.2003.08.019.
    • (2003) Atmos. Environ. , vol.37 , pp. 5083-5096
    • Sandu, A.1    Daescu, D.2    Carmichael, G.R.3
  • 216
    • 14544293582 scopus 로고    scopus 로고
    • Adjoint sensitiv-ity analysis of regional air quality models
    • Sandu, A., Daescu, D. N., Carmichael, G. R., and Chai, T. (2005). Adjoint sensitiv-ity analysis of regional air quality models. J. Comput. Phys. 204, 222-252. doi: 10.1016/j.jcp.2004.10.011.
    • (2005) J. Comput. Phys. , vol.204 , pp. 222-252
    • Sandu, A.1    Daescu, D.N.2    Carmichael, G.R.3    Chai, T.4
  • 217
    • 0000783155 scopus 로고
    • Some basic formalisms in numerical variational analysis
    • Sasaki, Y. (1970a). Some basic formalisms in numerical variational analysis. Mon. Weather Rev. 98, 875-883.
    • (1970) Mon. Weather Rev. , vol.98 , pp. 875-883
    • Sasaki, Y.1
  • 218
    • 0010771665 scopus 로고
    • Numerical variational analysis formulated from the constraints as determined by longwave equations and a low-pass filter
    • Sasaki, Y. (1970b). Numerical variational analysis formulated from the constraints as determined by longwave equations and a low-pass filter. Mon. Weather Rev. 98, 884-898.
    • (1970) Mon. Weather Rev. , vol.98 , pp. 884-898
    • Sasaki, Y.1
  • 219
    • 0000783155 scopus 로고
    • Numerical variational analysis formulated with weak constraint and application to surface analysis of severe storm gust
    • Sasaki, Y. (1970c). Numerical variational analysis formulated with weak constraint and application to surface analysis of severe storm gust. Mon. Weather Rev. 98, 899-910.
    • (1970) Mon. Weather Rev. , vol.98 , pp. 899-910
    • Sasaki, Y.1
  • 220
    • 0032801465 scopus 로고    scopus 로고
    • An improved fast radia-tive transfer model for assimilation of satellite radiance observations
    • Saunders, R., Matricardi, M., and Brunel, P. (1999). An improved fast radia-tive transfer model for assimilation of satellite radiance observations. Q. J. R. Meteorol. Soc. 125, 1407-1426. doi: 10.1256/smsqj.55614.
    • (1999) Q. J. R. Meteorol. Soc. , vol.125 , pp. 1407-1426
    • Saunders, R.1    Matricardi, M.2    Brunel, P.3
  • 223
    • 84874557340 scopus 로고    scopus 로고
    • Operation-oriented ensemble data assimilation of total column ozone
    • Sekiyama, T. T., Deushi, M., and Miyoshi, T. (2011). Operation-oriented ensemble data assimilation of total column ozone. SOLA 7, 41-44. doi: 10.2151/sola.2011-011.
    • (2011) SOLA , vol.7 , pp. 41-44
    • Sekiyama, T.T.1    Deushi, M.2    Miyoshi, T.3
  • 224
    • 84860890077 scopus 로고    scopus 로고
    • On the role of visible radiation in ozone profile retrieval from nadir UV/VIS satellite measurements: an experiment with neural network algorithms inverting SCIAMACHY data
    • Sellitto, P., Di Noia, A., Del Frate, F., Burini, A., Casadio, S., and Solimini, D. (2012). On the role of visible radiation in ozone profile retrieval from nadir UV/VIS satellite measurements: an experiment with neural network algorithms inverting SCIAMACHY data. J. Quant. Spectrosc. Radiat. Transfer 113, 1429-1436. doi: 10.1016/j.jqsrt.2012.04.007.
    • (2012) J. Quant. Spectrosc. Radiat. Transfer , vol.113 , pp. 1429-1436
    • Sellitto, P.1    Di Noia, A.2    Del Frate, F.3    Burini, A.4    Casadio, S.5    Solimini, D.6
  • 225
    • 84880250456 scopus 로고    scopus 로고
    • The effects of using limited space-dependent averaging kernels approx-imations for the implementation of fast observing system simulation experi-mentstargetedonlowertroposphericozone
    • Sellitto, P., Dufour, G., Eremenko, M., Cuesta, J., Peuch, V.-H., Eldering, A., et al. (2013). The effects of using limited space-dependent averaging kernels approx-imations for the implementation of fast observing system simulation experi-mentstargetedonlowertroposphericozone. Atmos. Meas. Tech. 6, 1869-1881. doi: 10.5194/amt-6-1869-2013.
    • (2013) Atmos. Meas. Tech. , vol.6 , pp. 1869-1881
    • Sellitto, P.1    Dufour, G.2    Eremenko, M.3    Cuesta, J.4    Peuch, V.-H.5    Eldering, A.6
  • 226
    • 36949007374 scopus 로고    scopus 로고
    • An observed and analysed stratospheric ozone intrusion over the high Canadian Arctic UTLS region during the summer of 2003
    • Semane, N., Peuch, V.-H., Amraoui, L. E., Bencherif, H., Massart, S., Cariolle, D., et al. (2007). An observed and analysed stratospheric ozone intrusion over the high Canadian Arctic UTLS region during the summer of 2003. Q. J. R. Meteorol. Soc. 133, 171-178. doi: 10.1002/qj.141.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 171-178
    • Semane, N.1    Peuch, V.-H.2    Amraoui, L.E.3    Bencherif, H.4    Massart, S.5    Cariolle, D.6
  • 227
    • 77949559419 scopus 로고    scopus 로고
    • On the extraction of wind information from the assimilation of ozone profiles in Météo-France 4D-Var operational NWP suite
    • Semane, N., Peuch, V.-H., Pradier, S., Desroziers, G., El Amraoui, L., Brosseau, P., et al. (2009). On the extraction of wind information from the assimilation of ozone profiles in Météo-France 4D-Var operational NWP suite. Atmos. Chem. Phys. 9, 4855-4867. doi: 10.5194/acp-9-4855-2009.
    • (2009) Atmos. Chem. Phys. , vol.9 , pp. 4855-4867
    • Semane, N.1    Peuch, V.-H.2    Pradier, S.3    Desroziers, G.4    El Amraoui, L.5    Brosseau, P.6
  • 228
    • 77952549483 scopus 로고    scopus 로고
    • Investigating soil moisture-climate interactions in a changing climate: a review
    • Seneviratne,S.I.,Corti,T.,Davin,E.L.,Hirschi,M.,Jaeger,E.B.,Lehner,I.,etal. (2010). Investigating soil moisture-climate interactions in a changing climate: a review. Earth Sci. Rev. 99, 125-161. doi: 10.1016/j.earscirev.2010.02.004.
    • (2010) Earth Sci. Rev. , vol.99 , pp. 125-161
    • Seneviratne, S.I.1    Corti, T.2    Davin, E.L.3    Hirschi, M.4    Jaeger, E.B.5    Lehner, I.6
  • 230
    • 0036129946 scopus 로고    scopus 로고
    • Some aspects of the improvement in skill of numerical weather prediction
    • Simmons, A. J., and Hollingsworth, A. (2002). Some aspects of the improvement in skill of numerical weather prediction. Q. J. R. Meteorol. Soc. 128, 647-677. doi: 10.1256/003590002321042135.
    • (2002) Q. J. R. Meteorol. Soc. , vol.128 , pp. 647-677
    • Simmons, A.J.1    Hollingsworth, A.2
  • 231
    • 84869017216 scopus 로고    scopus 로고
    • Construction of non-diagonal background error covariance matrices for global chemical data assimilation
    • Singh, K., Jardak, M., Sandu, A., Bowman, K., Lee, M., and Jones, D. (2011). Construction of non-diagonal background error covariance matrices for global chemical data assimilation. Geosci. Model Dev. 4, 299-316. doi: 10.5194/gmd-4-299-2011.
    • (2011) Geosci. Model Dev. , vol.4 , pp. 299-316
    • Singh, K.1    Jardak, M.2    Sandu, A.3    Bowman, K.4    Lee, M.5    Jones, D.6
  • 232
    • 85063840984 scopus 로고    scopus 로고
    • Comparison of the ensemble Kalman filter and 4D-Var assimilation methods using a stratospheric tracer transport model
    • Skachko, S., Errera, Q., Ménard, R., Christophe, Y., and Chabrillat, S. (2014). Comparison of the ensemble Kalman filter and 4D-Var assimilation methods using a stratospheric tracer transport model. Geosci. Model Dev. Discuss. 7, 339-377. doi: 10.5194/gmdd-7-339-2014.
    • (2014) Geosci. Model Dev. Discuss. , vol.7 , pp. 339-377
    • Skachko, S.1    Errera, Q.2    Ménard, R.3    Christophe, Y.4    Chabrillat, S.5
  • 234
    • 64149083162 scopus 로고    scopus 로고
    • Obstacles to high dimensional particle filtering
    • Snyder, C., Bengtsson, T., Bickel, P., and Anderson, J. (2008). Obstacles to high dimensional particle filtering. Mon. Weather Rev. 136, 4629-4640. doi: 10.1175/2008MWR2529.1.
    • (2008) Mon. Weather Rev. , vol.136 , pp. 4629-4640
    • Snyder, C.1    Bengtsson, T.2    Bickel, P.3    Anderson, J.4
  • 236
    • 80052630269 scopus 로고    scopus 로고
    • Visualizing uncertainty about the future
    • Spiegelhalter, D., Pearson, M., and Short, I. (2011).Visualizing uncertainty about the future. Science 333, 1393. doi: 10.1126/science.1191181
    • (2011) Science , vol.333 , pp. 1393
    • Spiegelhalter, D.1    Pearson, M.2    Short, I.3
  • 237
    • 17744369275 scopus 로고    scopus 로고
    • The GEOS ozone data assimilation system: specification of error statistics
    • Štajner, I., Riishøjgaard, L.-P., and Rood, R. B. (2001). The GEOS ozone data assimilation system: specification of error statistics. Q. J. R. Meteorol. Soc. 127, 1069-1094. doi: 10.1002/qj.49712757320
    • (2001) Q. J. R. Meteorol. Soc. , vol.127 , pp. 1069-1094
    • Štajner, I.1    Riishøjgaard, L.-P.2    Rood, R.B.3
  • 238
    • 10644254747 scopus 로고    scopus 로고
    • Antarctic stratospheric ozone from the assimila-tion of occultation data
    • Štajner, I., andWargan, K. (2004). Antarctic stratospheric ozone from the assimila-tion of occultation data. Geophys. Res. Lett. 31. doi: 10.1029/2004GL020846
    • (2004) Geophys. Res. Lett , pp. 31
    • Štajner, I.1    Wargan, K.2
  • 239
    • 33746574994 scopus 로고    scopus 로고
    • Assimilation of ozone profiles from the improved limb atmospheric spectrometer-II: study of Antarctic ozone
    • Štajner, I., Wargan, K., Chang, L.-P., Hayashi, H., Pawson, S., and Nakajima, H. (2006). Assimilation of ozone profiles from the improved limb atmospheric spectrometer-II: study of Antarctic ozone. J. Geophys. Res. 111. doi: 10.1029/ 2005JD006448
    • (2006) J. Geophys. Res , pp. 111
    • Štajner, I.1    Wargan, K.2    Chang, L.-P.3    Hayashi, H.4    Pawson, S.5    Nakajima, H.6
  • 240
    • 56249137948 scopus 로고    scopus 로고
    • Assimilated ozone from EOS-Aura: evaluation of the tropopause region and tropospheric columns
    • Štajner, I., Wargan, K., Pawson, S., Hayashi, H., Chang, L.-P., Hudman, R. C., et al. (2008). Assimilated ozone from EOS-Aura: evaluation of the tropopause region and tropospheric columns. J. Geophys. Res. 113, D16532. doi: 10.1029/2007JD008863
    • (2008) J. Geophys. Res. , vol.113 , pp. D16532
    • Štajner, I.1    Wargan, K.2    Pawson, S.3    Hayashi, H.4    Chang, L.-P.5    Hudman, R.C.6
  • 241
    • 2642573461 scopus 로고    scopus 로고
    • Monitoring of obser-vation errors in the assimilation of satellite ozone data
    • Štajner, I., Winslow, N. Rood, R. B., and Pawson, S. (2004). Monitoring of obser-vation errors in the assimilation of satellite ozone data. J. Geophys. Res. 109:D6. doi: 10.1029/2003JD006309.
    • (2004) J. Geophys. Res , vol.109 , pp. D6
    • Štajner, I.1    Winslow N.Rood, R.B.2    Pawson, S.3
  • 242
    • 0032568443 scopus 로고    scopus 로고
    • Global seasonal rainfall forecasts using a coupled ocean atmosphere model
    • Stockdale, T. N., Anderson, D. L. T., Alves, J. O. S., and Balmaseda, M. A. (1998). Global seasonal rainfall forecasts using a coupled ocean atmosphere model. Nature 392, 370-373. doi: 10.1038/32861.
    • (1998) Nature , vol.392 , pp. 370-373
    • Stockdale, T.N.1    Anderson, D.L.T.2    Alves, J.O.S.3    Balmaseda, M.A.4
  • 244
    • 36448945530 scopus 로고    scopus 로고
    • Assimilation of ozone profiles and total column measurements into a global general circulation model
    • ACH 10-1-ACH 10-14
    • Struthers, H., Brugge, R., Lahoz, W. A., O'Neill, A., and Swinbank, R. (2002). Assimilation of ozone profiles and total column measurements into a global general circulation model. J. Geophys. Res. 107, ACH 10-1-ACH 10-14. doi: 10.1029/2001JD000957.
    • (2002) J. Geophys. Res. , vol.107
    • Struthers, H.1    Brugge, R.2    Lahoz, W.A.3    O'Neill, A.4    Swinbank, R.5
  • 245
    • 68349141688 scopus 로고    scopus 로고
    • eBird: a citizen-based bird observation network in the biological sciences
    • Sullivan,B.L.,Wood,C.L.,Iliff,M.J.,Bonney,R.E.,Fink,D.,andKelling, S. (2009). eBird: a citizen-based bird observation network in the biological sciences. Biol. Conserv. 142, 2282-2292. doi: 10.1016/j.biocon.2009.05.006.
    • (2009) Biol. Conserv. , vol.142 , pp. 2282-2292
    • Sullivan, B.L.1    Wood, C.L.2    Iliff, M.J.3    Bonney, R.E.4    Fink, D.5    Kelling, S.6
  • 246
    • 84876512588 scopus 로고    scopus 로고
    • "Variational assimilation,"
    • eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer)
    • Talagrand, O. (2010a). "Variational assimilation," in Data Assimilation: Making Sense of Observations, eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer), 40-67.
    • (2010) Data Assimilation: Making Sense of Observations , pp. 40-67
    • Talagrand, O.1
  • 247
    • 84895217309 scopus 로고    scopus 로고
    • "Evaluation of assimilation algorithms,"
    • eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer)
    • Talagrand, O. (2010b). "Evaluation of assimilation algorithms," in Data Assimilation: Making Sense of Observations, eds W. A. Lahoz, B. Khattatov, and R. Ménard (Berlin: Springer), 217-240.
    • (2010) Data Assimilation: Making Sense of Observations , pp. 217-240
    • Talagrand, O.1
  • 248
    • 34247233089 scopus 로고    scopus 로고
    • Observing system impact assessment using a data assimilation ensemble technique: application to the ADM-Aeolus wind profiling mission
    • Tan, D. G. H., Andersson, E., Fisher, M., and Isaksen, L. (2007). Observing system impact assessment using a data assimilation ensemble technique: application to the ADM-Aeolus wind profiling mission. Q. J. R. Meteorol. Soc. 133, 381-390. doi: 10.1002/qj.43.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 381-390
    • Tan, D.G.H.1    Andersson, E.2    Fisher, M.3    Isaksen, L.4
  • 249
    • 67649084486 scopus 로고    scopus 로고
    • Assimilation of SCIAMACHY total column CO observations: global and regional analysis of data impact
    • Tangborn, A., Štajner, I., Buchwitz, M., Khlystova, I., Pawson, S., Hudman, R., et al. (2009). Assimilation of SCIAMACHY total column CO observations: global and regional analysis of data impact. J. Geophys. Res. 114. doi: 10.1029/2008JD010781.
    • (2009) J. Geophys. Res , pp. 114
    • Tangborn, A.1    Štajner, I.2    Buchwitz, M.3    Khlystova, I.4    Pawson, S.5    Hudman, R.6
  • 252
    • 77950292504 scopus 로고    scopus 로고
    • The ASSET intercomparison of stratosphere and lowermesosphere humidity analyses
    • Thornton, H., Jackson, D. R., Bekki, S., Bormann, N., Errera, Q., Geer, A. J., et al. (2009). The ASSET intercomparison of stratosphere and lowermesosphere humidity analyses. Atmos. Chem. Phys. 9, 995-1016. doi: 10.5194/acp-9-995-2009.
    • (2009) Atmos. Chem. Phys. , vol.9 , pp. 995-1016
    • Thornton, H.1    Jackson, D.R.2    Bekki, S.3    Bormann, N.4    Errera, Q.5    Geer, A.J.6
  • 253
    • 73049111768 scopus 로고    scopus 로고
    • An Observing System Simulation Experiment (OSSE) for Aerosol Optical Depth fromSatellites
    • Timmermans, R. M. A., Schaap, M., Elbern, H., Siddans, R., Tjemkes, S., Vautard, R., et al. (2009a). An Observing System Simulation Experiment (OSSE) for Aerosol Optical Depth fromSatellites.J.Atmos.OceanTech. 26, 2673-2682. doi: 10.1175/2009JTECHA1263.1.
    • (2009) J.Atmos.OceanTech , vol.26 , pp. 2673-2682
    • Timmermans, R.M.A.1    Schaap, M.2    Elbern, H.3    Siddans, R.4    Tjemkes, S.5    Vautard, R.6
  • 254
    • 76249120699 scopus 로고    scopus 로고
    • The added value of a proposed satellite imager for ground level particulate matter analyses and forecasts
    • Timmermans, R. M. A., Segers, A. J., Builtjes, P. J. H., Vautard, R., Siddans, R., Elbern, H., et al. (2009b). The added value of a proposed satellite imager for ground level particulate matter analyses and forecasts. IEEE J. Sel. Top. Appl. 2, 271-283. doi: 10.1109/JSTARS.2009.2034613.
    • (2009) IEEE J. Sel. Top. Appl. , vol.2 , pp. 271-283
    • Timmermans, R.M.A.1    Segers, A.J.2    Builtjes, P.J.H.3    Vautard, R.4    Siddans, R.5    Elbern, H.6
  • 255
    • 0000460238 scopus 로고
    • An evaluation and intercomparison of global analyses fromNMC and ECMWF
    • Trenberth, K. E., and Olson, J. G. (1988). An evaluation and intercomparison of global analyses fromNMC and ECMWF. Bull.Am.Meteorol.Soc. 69, 1047-1057.
    • (1988) Bull.Am.Meteorol.Soc. , vol.69 , pp. 1047-1057
    • Trenberth, K.E.1    Olson, J.G.2
  • 257
    • 85063842544 scopus 로고    scopus 로고
    • Achieving and Sustaining Earth Observations: a Preliminary Plan Based on a Strategic Assessment by the U.S
    • USGEO. (2010). Achieving and Sustaining Earth Observations: a Preliminary Plan Based on a Strategic Assessment by the U.S. Group on Earth Observations. Office of Science and Technology Policy. Available online at: http://www.whitehouse. gov/sites/default/files/microsites/ostp/ostp-usgeo-reportearth-obs.pdf
    • (2010) Group on Earth Observations. Office of Science and Technology Policy
  • 258
    • 78650057011 scopus 로고    scopus 로고
    • Nonlinear data assimilation in geosciences: an extremely efficient particle filter
    • van Leeuwen, P. J. (2010). Nonlinear data assimilation in geosciences: an extremely efficient particle filter. Q. J. R.Meteorol. Soc. 136, 1991-1999. doi: 10.1002/qj.699.
    • (2010) Q. J. R.Meteorol. Soc , vol.136 , pp. 1991-1999
    • van Leeuwen, P.J.1
  • 259
    • 79954884855 scopus 로고    scopus 로고
    • Efficient nonlinear data assimilation in geophysical fluid dynamics
    • van Leeuwen, P. J. (2011). Efficient nonlinear data assimilation in geophysical fluid dynamics. Comput. Fluids 46, 52-58. doi: 10.1016/j.compfluid.2010.11.011.
    • (2011) Comput. Fluids , vol.46 , pp. 52-58
    • van Leeuwen, P.J.1
  • 260
    • 74949130817 scopus 로고    scopus 로고
    • Particle filtering in geophysical systems
    • van Leeuwen, P. J.W. (2009). Particle filtering in geophysical systems.Mon.Weather Rev. 137, 4089-4114. doi: 10.1175/2009MWR2835.1.
    • (2009) Mon.Weather Rev , vol.137 , pp. 4089-4114
    • van Leeuwen, P.J.W.1
  • 261
    • 56549124052 scopus 로고    scopus 로고
    • Butterfly mon-itoring in Europe: methods, applications and perspectives
    • van Swaay, C. A.M., Nowicki, P., Settele, J., and Strien, A. J. (2008). Butterfly mon-itoring in Europe: methods, applications and perspectives. Biodivers. Conserv. 17, 3455-3469. doi: 10.1007/s10531-008-9491-4.
    • (2008) Biodivers. Conserv. , vol.17 , pp. 3455-3469
    • van Swaay, C.A.M.1    Nowicki, P.2    Settele, J.3    Strien, A.J.4
  • 262
    • 85063835730 scopus 로고    scopus 로고
    • "The GEOS-iODAS: Description and Evaluation," in TechnicalReportSeriesonGlobal Modeling and Data Assimilation, NASA/TM-2012-104606.Vol.30,(Greenbelt, Maryland), 6
    • Vernieres, G., Rienecker, M. M., Kovach, R. M., and Keppenne, C. L. (2012). "The GEOS-iODAS: Description and Evaluation," in TechnicalReportSeriesonGlobal Modeling and Data Assimilation, NASA/TM-2012-104606.Vol.30,(Greenbelt, Maryland), 61.
    • (2012)
    • Vernieres, G.1    Rienecker, M.M.2    Kovach, R.M.3    Keppenne, C.L.4
  • 263
    • 77952680459 scopus 로고    scopus 로고
    • Evaluation of ozone analyses from UARS MLS assimilation by BASCOE between 1992 and 1997
    • Viscardy, S., Errera, Q., Christophe, Y., Chabrillat, S., and Lambert, J.-C. (2010). Evaluation of ozone analyses from UARS MLS assimilation by BASCOE between 1992 and 1997. IEEE J. Sel. Top. Appl. 3, 190-202. doi: 10.1109/JSTARS.2010.2040463.
    • (2010) IEEE J. Sel. Top. Appl. , vol.3 , pp. 190-202
    • Viscardy, S.1    Errera, Q.2    Christophe, Y.3    Chabrillat, S.4    Lambert, J.-C.5
  • 264
    • 84872965655 scopus 로고    scopus 로고
    • Advancing hydro-logic data assimilation using particle markov chain monte carlo simulation: theory, concepts and applications
    • Vrugt, J., ter Braak, C., Diks, C., and Schoups, G. (2012). Advancing hydro-logic data assimilation using particle markov chain monte carlo simulation: theory, concepts and applications. Adv.Water Resour. 51, 457-478. doi: 10.1016/ j.advwatres.2012.04.002.
    • (2012) Adv.Water Resour. , vol.51 , pp. 457-478
    • Vrugt, J.1    ter Braak, C.2    Diks, C.3    Schoups, G.4
  • 266
    • 0035387208 scopus 로고    scopus 로고
    • A review on the use of the adjoint method in four-dimensional atmospheric-chemistry data assimilation
    • Wang, K.-Y., Lary, D. J., Shallcross, D. E., Hall, S. M., and Pyle, J. A. (2001). A review on the use of the adjoint method in four-dimensional atmospheric-chemistry data assimilation. Q. J. R. Meteorol. Soc. 127, 2181-2204. doi: 10.1002/qj.49712757616.
    • (2001) Q. J. R. Meteorol. Soc. , vol.127 , pp. 2181-2204
    • Wang, K.-Y.1    Lary, D.J.2    Shallcross, D.E.3    Hall, S.M.4    Pyle, J.A.5
  • 267
    • 79251589948 scopus 로고    scopus 로고
    • Spatial structure of assimilated ozone in the upper troposphere and lower stratosphere
    • Wargan, K., Pawson, S., Štajner, I., and Thouret, V. (2010), Spatial structure of assimilated ozone in the upper troposphere and lower stratosphere. J. Geophys. Res. 115, D24316. doi: 10.1029/2010JD013941.
    • (2010) J. Geophys. Res , vol.115 , pp. D24316
    • Wargan, K.1    Pawson, S.2    Štajner, I.3    Thouret, V.4
  • 268
    • 28144446976 scopus 로고    scopus 로고
    • Assimilation of ozone data from the Michelson interferometer for passive atmospheric sounding
    • Wargan, K., Štajner, I., Pawson, S., Rood, R. B., and Tan, W.-W. (2005). Assimilation of ozone data from the Michelson interferometer for passive atmospheric sounding. Q. J. R. Meteorol. Soc. 131, 2713-2734. doi: 10.1256/ qj.04.184.
    • (2005) Q. J. R. Meteorol. Soc. , vol.131 , pp. 2713-2734
    • Wargan, K.1    Štajner, I.2    Pawson, S.3    Rood, R.B.4    Tan, W.-W.5
  • 269
    • 84891695137 scopus 로고    scopus 로고
    • Global carbon monoxide products from combined AIRS TES and MLS measurements on A-train satellites
    • Warner, J. X., Yang, R., Wei, Z., Carminati, F., Tangborn, A., Sun, Z., et al. (2014). Global carbon monoxide products from combined AIRS TES and MLS measurements on A-train satellites. Atmos. Chem. Phys. 14, 103-114. doi: 10.5194/acp-14-103-2014.
    • (2014) Atmos. Chem. Phys. , vol.14 , pp. 103-114
    • Warner, J.X.1    Yang, R.2    Wei, Z.3    Carminati, F.4    Tangborn, A.5    Sun, Z.6
  • 270
    • 33750368306 scopus 로고    scopus 로고
    • Particle filtering and ensem-ble Kalman filtering for state updating with hydrological conceptual rainfall-runoff models
    • Weerts, A. H., and El Serafy, G. Y. H. (2006). Particle filtering and ensem-ble Kalman filtering for state updating with hydrological conceptual rainfall-runoff models. Water Resour. Res. 42:W09403. doi: 10.1029/2005WR 004093.
    • (2006) Water Resour. Res , vol.42
    • Weerts, A.H.1    El Serafy, G.Y.H.2
  • 272
    • 0036646009 scopus 로고    scopus 로고
    • Ensemble data assimilation without perturbed observations
    • Whitaker, J. S., and Hamill, T. M. (2002). Ensemble data assimilation without perturbed observations. Mon.Weather Rev. 130, 1913-1924. doi: 10.1175/1520-0493(2002)130<1913:EDAWPO>2.0.CO;2
    • (2002) Mon.Weather Rev. , vol.130 , pp. 1913-1924
    • Whitaker, J.S.1    Hamill, T.M.2
  • 273
    • 8644250184 scopus 로고    scopus 로고
    • "Quantum computing and quantum communications," in First NASA International Conference, QCQC'98 Palm Springs (California)
    • Springer
    • Williams, C. P. (1999). "Quantum computing and quantum communications," in First NASA International Conference, QCQC'98 Palm Springs (California). Lecture Notes in Computer Science, 1509, Springer. Available online at: http:// link.springer.com/book/10.1007/3-540-49208-9.
    • (1999) Lecture Notes in Computer Science , vol.1509
    • Williams, C.P.1
  • 275
    • 83455255532 scopus 로고    scopus 로고
    • Improving land data assimilation performance with a water budget constraint
    • Yilmaz, M. T., Delsole, T., and Houser, P. (2011). Improving land data assimilation performance with a water budget constraint. J. Hydrometeorol. 12, 1040-1055. doi: 10.1175/2011JHM1346.1.
    • (2011) J. Hydrometeorol. , vol.12 , pp. 1040-1055
    • Yilmaz, M.T.1    Delsole, T.2    Houser, P.3
  • 276
    • 84876728856 scopus 로고    scopus 로고
    • Impacts of geostationary satellite measurements on CO forecasting: an observing system simulation experiment with GEOS-Chem/LETKF data assimilation system
    • Yumimoto, K. (2013). Impacts of geostationary satellite measurements on CO forecasting: an observing system simulation experiment with GEOS-Chem/LETKF data assimilation system. Atmos. Environ. 74, 123-133. doi: 10.1016/j.atmosenv.2013.03.032.
    • (2013) Atmos. Environ. , vol.74 , pp. 123-133
    • Yumimoto, K.1
  • 277
    • 84903174790 scopus 로고    scopus 로고
    • Monitoring high-ozone events in the US Intermountain West using TEMPO geostationary satellite observations
    • in Press
    • Zoogman, P., Jacob, D. J., Chance, K., Liu, X., Fiore, A., Lin, M., et al. (2014). Monitoring high-ozone events in the US Intermountain West using TEMPO geostationary satellite observations. Atmos. Chem. Phys. Discuss. 14, in Press. doi: 10.5194/acpd-13-33463-2013.
    • (2014) Atmos. Chem. Phys. Discuss. , vol.14
    • Zoogman, P.1    Jacob, D.J.2    Chance, K.3    Liu, X.4    Fiore, A.5    Lin, M.6
  • 278
    • 0000755764 scopus 로고    scopus 로고
    • A general weak constraint applicable to operational 4DVAR data assimilation systems
    • Zupanski, D. (1997). A general weak constraint applicable to operational 4DVAR data assimilation systems. Mon. Weather Rev. 125, 2274-2292.
    • (1997) Mon. Weather Rev. , vol.125 , pp. 2274-2292
    • Zupanski, D.1


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