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Volumn 6, Issue 12, 2013, Pages 3613-3634

Kalman filter physical retrieval of surface emissivity and temperature from geostationary infrared radiances

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY ASSESSMENT; DATA ACQUISITION; DIURNAL VARIATION; GEOPHYSICAL METHOD; GEOSTATIONARY SATELLITE; IMAGE RESOLUTION; INFRARED RADIATION; KALMAN FILTER; SURFACE REFLECTANCE; SURFACE TEMPERATURE;

EID: 84897006118     PISSN: 18671381     EISSN: 18678548     Source Type: Journal    
DOI: 10.5194/amt-6-3613-2013     Document Type: Article
Times cited : (63)

References (48)
  • 1
    • 7044251351 scopus 로고    scopus 로고
    • Diurnal water content changes in the bare soil of a coastal desert
    • DOI 10.1175 /1525-7541 (2004) 005<0922:DWCCIT>2.0.CO;2
    • Agam, N. and Berliner, P. R.: Diurnal water content changes in the bare soil of a coastal desert, J. Hydrometeorol., 5, 922-933, doi:10.1175/1525- 7541(2004)005<0922:DWCCIT>2.0.CO;2, 2004. (Pubitemid 39565674)
    • (2004) Journal of Hydrometeorology , vol.5 , Issue.5 , pp. 922-933
    • Agam, N.1    Berliner, P.R.2
  • 2
    • 33644624434 scopus 로고    scopus 로고
    • Dew formation and water vapor adsorption in semi-arid environments: A review
    • doi:10.1016/j.jaridenv.2005.09.004
    • Agam, N. and Berliner, P. R.: Dew formation and water vapor adsorption in semi-arid environments: A review, J. Arid Environ., 65, 572-590, doi:10.1016/j.jaridenv.2005.09.004, 2006.
    • (2006) J. Arid Environ. , vol.65 , pp. 572-590
    • Agam, N.1    Berliner, P.R.2
  • 3
    • 0029508662 scopus 로고
    • Objective algorithms for the aerosol problem
    • Amato, U., Carfora, M. F., Cuomo, V., and Serio, C.: Objective algorithms for the aerosol problem, Appl. Optics, 34, 5442-5452, doi:10.1364/AO.34.005442, 1995. (Pubitemid 26472576)
    • (1995) Applied Optics , vol.34 , Issue.24 , pp. 5442-5452
    • Amato, U.1    Carfora, M.F.2    Cuomo, V.3    Serio, C.4
  • 4
    • 0036368429 scopus 로고    scopus 로고
    • The σ-IASI code for the calculation of infrared atmospheric radiance and its derivatives
    • DOI 10.1016/S1364-8152(02)00027-0, PII S1364815202000270
    • Amato, U., Masiello, G., Serio, C., and Viggiano, M.: The δ-IASI code for the calculation of infrared atmospheric radiance and its derivatives, Environ. Modell. Softw., 17, 651-667, 2002. (Pubitemid 34973503)
    • (2002) Environmental Modelling and Software , vol.17 , Issue.7 , pp. 651-667
    • Amato, U.1    Masiello, G.2    Serio, C.3    Viggiano, M.4
  • 5
    • 60749136493 scopus 로고    scopus 로고
    • The ASTER spectral library version 2.0
    • doi:10.1016/j.rse.2008.11.007
    • Baldridge, A. M., Hook, S. J., Grove, C. I., and Rivera G.: The ASTER Spectral Library Version 2.0, Remote Sens. Environ., 113, 711-715, doi:10.1016/j.rse.2008.11.007, 2009.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 711-715
    • Baldridge, A.M.1    Hook, S.J.2    Grove, C.I.3    Rivera, G.4
  • 6
    • 80052891746 scopus 로고    scopus 로고
    • The RTTOV UWiremis IR land surface emissivity module
    • Borbas, E. E. and Ruston, B. C.: The RTTOV UWiremis IR land surface emissivity module, NWP SAF, EUMETSAT, 2010.
    • (2010) NWP SAF, EUMETSAT
    • Borbas, E.E.1    Ruston, B.C.2
  • 7
    • 14744301127 scopus 로고    scopus 로고
    • The physical retrieval methodology for IASI: The δ-IASI code
    • doi:10.1016/j.envsoft.2004.07.003
    • Carissimo, A., De Feis, I., and Serio, C.: The physical retrieval methodology for IASI: the δ-IASI code, Environ. Modell. Softw., 20/9, 1111-1126, doi:10.1016/j.envsoft.2004.07.003, 2005.
    • (2005) Environ. Modell. Softw. , vol.20 , Issue.9 , pp. 1111-1126
    • Carissimo, A.1    De Feis, I.2    Serio, C.3
  • 10
    • 0028577083 scopus 로고
    • Discriminating randomness from chaos with application to a weather time series
    • doi:10.1034/j.1600-0870.1994.t01-2-00005.x
    • Cuomo, V., Serio, C., Crisciani, F., and, Ferraro, A.: Discriminating randomness from chaos with application to a weather time series, Tellus A, 46, 299-313, doi:10.1034/j.1600-0870.1994.t01-2-00005.x, 1994.
    • (1994) Tellus A , vol.46 , pp. 299-313
    • Cuomo, V.1    Serio, C.2    Crisciani, F.3    Ferraro, A.4
  • 12
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasigeostrophic model using monte carlo methods to do forecast error statistics
    • Evensen, G.: Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to do forecast error statistics, J. Geophys. Res., 99, 10143-1016, 1994.
    • (1994) J. Geophys. Res. , vol.99 , pp. 10143-11016
    • Evensen, G.1
  • 13
    • 0037660707 scopus 로고    scopus 로고
    • Diurnal signals in satellite sea surface temperature measurements
    • doi:10.1029/2002GL016291
    • Gentemann, C. L., Donlon, C. J., Stuart-Menteth, A., and Wentz, F. J.: Diurnal signals in satellite sea surface temperature measurements, Geophys. Res. Lett., 30, 1140, doi:10.1029/2002GL016291, 2003.
    • (2003) Geophys. Res. Lett. , vol.30 , pp. 1140
    • Gentemann, C.L.1    Donlon, C.J.2    Stuart-Menteth, A.3    Wentz, F.J.4
  • 14
    • 84898439789 scopus 로고    scopus 로고
    • A simple physically based model of diurnal cycles of land surface temperature
    • United Kingdom, 21-25 September 2009, EUM
    • Gottsche, F. and Olesen, F.: A Simple Physically based Model of Diurnal Cycles of Land Surface Temperature. Proceedings of EUMETSAT Meteorological Satellite Conference Bath, United Kingdom, 21-25 September 2009, EUM, p. 55, 2009.
    • (2009) Proceedings of EUMETSAT Meteorological Satellite Conference Bath , pp. 55
    • Gottsche, F.1    Olesen, F.2
  • 15
    • 73249152392 scopus 로고    scopus 로고
    • Quantifying the uncertainty of land surface temperature retrievals from SEVIRI/Meteosat
    • doi:10.1109/TGRS.2009.2027697
    • Freitas, S. C., Trigo, I. F., Bioucas-Dias, J. M., and Gottsche, F.-M.: Quantifying the Uncertainty of Land Surface Temperature Retrievals From SEVIRI/Meteosat, IEEE T. Geosci. Remote, 48, 523-534, doi:10.1109/TGRS.2009. 2027697, 2010.
    • (2010) IEEE T. Geosci. Remote , vol.48 , pp. 523-534
    • Freitas, S.C.1    Trigo, I.F.2    Bioucas-Dias, J.M.3    Gottsche, F.-M.4
  • 16
    • 65649086854 scopus 로고    scopus 로고
    • Demonstration and validation of the φ-IASI inversion scheme with NAST-I data
    • doi:10.1002/qj.162
    • Grieco, G., Masiello, G., Matricardi, M., Serio, C., Summa, D., and Cuomo, V.: Demonstration and validation of the φ-IASI inversion scheme with NAST-I data, Q. J. Roy. Meteorol. Soc., 133, 217-232, doi:10.1002/qj.162, 2007.
    • (2007) Q. J. Roy. Meteorol. Soc. , vol.133 , pp. 217-232
    • Grieco, G.1    Masiello, G.2    Matricardi, M.3    Serio, C.4    Summa, D.5    Cuomo, V.6
  • 18
    • 77951101960 scopus 로고    scopus 로고
    • Investigating the effects of soil moisture on thermal infrared land surface temperature and emissivity using satellite retrievals and laboratory measurements
    • doi:10.1016/j.rse.2010.02.002
    • Hulley, G. C., Hook, S. J., and Baldridge, A. M.: Investigating the effects of soil moisture on thermal infrared land surface temperature and emissivity using satellite retrievals and laboratory measurements, Remote Sens. Environ., 114, 1480-1493, doi:10.1016/j.rse.2010.02.002, 2010.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1480-1493
    • Hulley, G.C.1    Hook, S.J.2    Baldridge, A.M.3
  • 19
    • 70249138447 scopus 로고    scopus 로고
    • Initial results of the land surface temperature (LST) validation with the Evora, Portugal, ground-truth station measurements
    • doi:10.1080/01431160802036326
    • Kabsch, E., Olesen, F. S., and Prata, A.: Initial results of the land surface temperature (LST) validation with the Evora, Portugal, ground-truth station measurements, Int. J. Remote Sens., 29, 5329-5345, doi:10.1080/ 01431160802036326, 2008.
    • (2008) Int. J. Remote Sens. , vol.29 , pp. 5329-5345
    • Kabsch, E.1    Olesen, F.S.2    Prata, A.3
  • 21
    • 1642412799 scopus 로고    scopus 로고
    • Assimilation of measurement of air pollution from space (MAPS) CO in a global three-dimensional model
    • Lamarque, J.-F., Khattatov, B. V., and Gille, J. C.: Assimilation of Measurement of Air Pollution From Space (MAPS) CO in a global three-dimensional model, J. Geophys. Res., 104, 26209-26218, 1999.
    • (1999) J. Geophys. Res. , vol.104 , pp. 26209-26218
    • Lamarque, J.-F.1    Khattatov, B.V.2    Gille, J.C.3
  • 22
    • 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.: Assimilation of MLS ozone measurements in the global three-dimensional chemistry-transport model ROSE, Geophys. Res. Lett., 25, 4493-4496, 1998. (Pubitemid 29212515)
    • (1998) Geophysical Research Letters , vol.25 , Issue.24 , 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
  • 23
    • 84975888044 scopus 로고
    • Analysis methods for numerical weather prediction
    • Lorenc, A. C.: Analysis methods for numerical weather prediction, Q. J. Roy. Meteorol. Soc., 112, 1177-1194, 1986.
    • (1986) Q. J. Roy. Meteorol. Soc. , vol.112 , pp. 1177-1194
    • Lorenc, A.C.1
  • 24
    • 78751530100 scopus 로고    scopus 로고
    • Land surface emissivity from high temporal resolution geostationary infrared imager radiances: 1. Methodology and simulation studies
    • doi:10.1029/2010JD014637
    • Li, J., Li, Z., Jin, X., Schmit, T. J., Zhou, L., and Goldberg, M.: Land surface emissivity from high temporal resolution geostationary infrared imager radiances: 1. Methodology and simulation studies, J. Geophys. Res., 116, D01304, doi:10.1029/2010JD014637, 2011.
    • (2011) J. Geophys. Res. , vol.116
    • Li, J.1    Li, Z.2    Jin, X.3    Schmit, T.J.4    Zhou, L.5    Goldberg, M.6
  • 25
    • 84871358371 scopus 로고    scopus 로고
    • Determining diurnal variations of land surface emissivity from geostationary satellites
    • doi:10.1029/2012JD018279
    • Li, Z., Li, J., Li, Y., Zhang, Y., Schmit, T. J., Zhou, L., Goldberg, M. D., and Menzel, W. P.: Determining diurnal variations of land surface emissivity from geostationary satellites, J. Geophys. Res., 117, D23302, doi:10.1029/2012JD018279, 2012.
    • (2012) J. Geophys. Res. , vol.117
    • Li, Z.1    Li, J.2    Li, Y.3    Zhang, Y.4    Schmit, T.J.5    Zhou, L.6    Goldberg, M.D.7    Menzel, W.P.8
  • 26
    • 84872361145 scopus 로고    scopus 로고
    • Satellite-derived land surface temperature: Current status and perspectives
    • doi:10.1016/j.rse.2012.12.008
    • Li, Z.-L., Tang, B.-H., Wu, H., Ren, H., Yan, G., Wan, Z., Isabel, F., Trigo, I. F., and Sobrino, J. A.: Satellite-derived land surface temperature: Current status and perspectives, Remote Sens. Environ., 131, 14-37, doi:10.1016/j.rse.2012.12.008, 2013.
    • (2013) Remote Sens. Environ. , vol.131 , pp. 14-37
    • Li, Z.-L.1    Tang, B.-H.2    Wu, H.3    Ren, H.4    Yan, G.5    Wan, Z.6    Isabel, F.7    Trigo, I.F.8    Sobrino, J.A.9
  • 27
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman, R. E.: A new approach to linear filtering and prediction problems, J. Basic Eng.-ASME, 82, 35-45, 1960.
    • (1960) J. Basic Eng.-ASME , vol.82 , pp. 35-45
    • Kalman, R.E.1
  • 28
    • 85024423711 scopus 로고
    • New results in linear filtering and prediction theory
    • Kalman, R. E. and Bucy, R. S.: New Results in Linear Filtering and Prediction Theory, T. ASME' 83, 95-107, 1961.
    • (1961) T. ASME' 83 , pp. 95-107
    • Kalman, R.E.1    Bucy, R.S.2
  • 29
    • 84898433378 scopus 로고    scopus 로고
    • Diurnal variation in Sahara desert sand emissivity during the dry season from IASI observations
    • online first, doi:10.1002/jgrd.50863
    • Masiello, C., Serio, C., Venafra, S., De Feis, I., Borbas, E.E.: Diurnal variation in Sahara desert sand emissivity during the dry season from IASI observations, J. Geophys. Res., online first, doi:10.1002/jgrd.50863, 2013.
    • (2013) J. Geophys. Res.
    • Masiello, C.1    Serio, C.2    Venafra, S.3    De Feis, I.4    Borbas, E.E.5
  • 31
    • 4143053692 scopus 로고    scopus 로고
    • Dimensionality-reduction approach to the thermal radiative transfer equation inverse problem
    • DOI 10.1029/2004GL019845
    • Masiello, G. and Serio, C.: Dimensionality-reduction approach to the thermal radiative transfer equation inverse problem, Geophys. Res. Lett., 31, L11105, doi:10.1029/2004GL019845, 2004. (Pubitemid 39103481)
    • (2004) Geophysical Research Letters , vol.31 , Issue.11
    • Masiello, G.1    Serio, C.2
  • 32
    • 84876782039 scopus 로고    scopus 로고
    • Simultaneous physical retrieval of surface emissivity spectrum and atmospheric parameters from infrared atmospheric sounder interferometer spectral radiances
    • doi:10.1364/AO.52.002428
    • Masiello, G. and Serio, C.: Simultaneous physical retrieval of surface emissivity spectrum and atmospheric parameters from Infrared Atmospheric Sounder Interferometer spectral radiances, Appl. Optics, 52, 2428-2446, doi:10.1364/AO.52.002428, 2013.
    • (2013) Appl. Optics , vol.52 , pp. 2428-2446
    • Masiello, G.1    Serio, C.2
  • 33
    • 71149088132 scopus 로고    scopus 로고
    • Application of φ-IASI to IASI: Retrieval products evaluation and radiative transfer consistency
    • doi:10.5194/acp-9-8771-2009
    • Masiello, G., Serio, C., Carissimo, A., Grieco, G., and Matricardi, M.: Application of φ-IASI to IASI: retrieval products evaluation and radiative transfer consistency, Atmos. Chem. Phys., 9, 8771-8783, doi:10.5194/acp-9-8771- 2009, 2009.
    • (2009) Atmos. Chem. Phys. , vol.9 , pp. 8771-8783
    • Masiello, G.1    Serio, C.2    Carissimo, A.3    Grieco, G.4    Matricardi, M.5
  • 34
    • 0023823061 scopus 로고
    • Emissivity of pure and sea waters for the model sea surface in the infrared window regions
    • DOI 10.1016/0034-4257(88)90032-6
    • Masuda, K., Takashima, T., and Takayama, Y.: Emissivity of pure and sea waters for the model sea surface in the infrared window regions, Remote Sens. Environ., 24, 313-329, 1988. (Pubitemid 18581490)
    • (1988) Remote Sensing of Environment , vol.24 , Issue.2 , pp. 313-329
    • Masuda, K.1    Takashima, T.2    Takayama, Y.3
  • 35
    • 0033793048 scopus 로고    scopus 로고
    • Interpolation of surface radiative temperature measured from polar orbiting satellites to a diurnal cycle: 2. Cloudy-pixel treatment
    • Menglin, J.: Interpolation of surface radiative temperature measured from polar orbiting satellites to a diurnal cycle: 2. Cloudy-pixel treatment, J. Geophys. Res., 105, 4061-4076, 2000.
    • (2000) J. Geophys. Res. , vol.105 , pp. 4061-4076
    • Menglin, J.1
  • 36
    • 0033608146 scopus 로고    scopus 로고
    • Interpolation of surface radiative temperature measured from polar orbiting satellites to a diurnal cycle 1. Without clouds
    • Menglin, J. and Dickinson, R. E.: Interpolation of surface radiative temperature measured from polar orbiting satellites to a diurnal cycle: 1. Without clouds, J. Geophys. Res., 104, 2105-2116, 1999. (Pubitemid 29243386)
    • (1999) Journal of Geophysical Research D: Atmospheres , vol.104 , Issue.2 , pp. 2105-2116
    • Jin, M.1    Dickinson, R.E.2
  • 37
    • 38349175063 scopus 로고    scopus 로고
    • Influence of soil water content on the thermal infrared emissivity of bare soils: Implication for land surface temperature determination
    • doi:10.1029/2007JF000749
    • Mira, M., Valor, E., Boluda, R., Caselles, V., and Coll, C.: Influence of soil water content on the thermal infrared emissivity of bare soils: Implication for land surface temperature determination, J. Geophys. Res., 112, F04003, doi:10.1029/2007JF000749, 2007.
    • (2007) J. Geophys. Res. , vol.112
    • Mira, M.1    Valor, E.2    Boluda, R.3    Caselles, V.4    Coll, C.5
  • 38
    • 84938342216 scopus 로고    scopus 로고
    • Data assimilation
    • edited by: Gelfand, A., Diggle, P., Guttorp, P., and Fuentes, M., Chapman & Hall/CRC, New York
    • Nychka, D. W. and Anderson, J. L.: Data Assimilation. Handbook of Spatial Statistics, edited by: Gelfand, A., Diggle, P., Guttorp, P., and Fuentes, M., Chapman & Hall/CRC, New York, 2010.
    • (2010) Handbook of Spatial Statistics
    • Nychka, D.W.1    Anderson, J.L.2
  • 40
    • 40449110674 scopus 로고    scopus 로고
    • Development of a global infrared land surface emissivity database for application to clear sky sounding retrievals from multispectral satellite radiance measurements
    • DOI 10.1175/2007JAMC1590.1
    • Seemann, S. W., Borbas, E. E., Knuteson, R. O., Stephenson, G. R., and Huang, H. L.: Development of a Global Infrared Land Surface Emissivity Database for Application to Clear Sky Sounding Retrievals from Multispectral Satellite Radiance Measurements, J. Appl. Meteorol. Clim., 47, 108-123, doi:10.1175/2007JAMC1590.1, 2008. (Pubitemid 351351469)
    • (2008) Journal of Applied Meteorology and Climatology , vol.47 , Issue.1 , pp. 108-123
    • Seemann, S.W.1    Borbas, E.E.2    Knuteson, R.O.3    Stephenson, G.R.4    Huang, H.-L.5
  • 41
    • 51249168467 scopus 로고
    • Discriminating low-dimensional chaos from randomness: A parametric time series modelling approach
    • Serio, C.: Discriminating low-dimensional chaos from randomness: A parametric time series modelling approach, Il Nuovo Cimento, 107B, 681-702, 1992.
    • (1992) Il Nuovo Cimento , vol.107 B , pp. 681-702
    • Serio, C.1
  • 42
    • 84957322672 scopus 로고
    • Autoregressive representation of time series as a tool to diagnose the presence of chaos
    • Serio, C.: Autoregressive Representation of Time Series as a Tool to Diagnose the Presence of Chaos, Europhys. Lett., 27, 103, doi:10.1209/0295-5075/ 27/2/005, 1994. (Pubitemid 24801755)
    • (1994) Europhysics Letters , vol.27 , Issue.2 , pp. 103
    • Serio, C.1
  • 43
    • 84938301655 scopus 로고    scopus 로고
    • Study on space-time constrained parameter estimation from geostationary data
    • EUMETSAT contract No. EUM/CO/11/4600000996/PDW
    • Serio, C., Masiello, G., Amoroso, M., Venafra, S., Amato, U., and De Feis, I.: Study on Space-Time Constrained Parameter Estimation from Geostationary Data. Final Progress Report, EUMETSAT contract No. EUM/CO/11/4600000996/PDW, 2013.
    • (2013) Final Progress Report
    • Serio, C.1    Masiello, G.2    Amoroso, M.3    Venafra, S.4    Amato, U.5    De Feis, I.6
  • 46
    • 0345414189 scopus 로고    scopus 로고
    • Clear-sky window channel radiances: A comparison between observations and the ECMWF model
    • DOI 10.1175/ 1520-0450 (2003) 042<1463:CWCRAC>2.0.CO;2
    • Trigo, I. F. and Viterbo, P.: Clear sky window channel adiances: a comparison between observations and the ECMWF model, J. Appl. Meteorol., 42, 1463-1479, 2003. (Pubitemid 37458534)
    • (2003) Journal of Applied Meteorology , vol.42 , Issue.10 , pp. 1463-1479
    • Trigo, I.F.1    Viterbo, P.2
  • 47
    • 56349164820 scopus 로고    scopus 로고
    • An assessment of remotely sensed land surface temperature
    • doi:10.1029/2008JD010035
    • Trigo, I. F., Monteiro, I. T., Olesen, F., and Kabsch, E.: An assessment of remotely sensed land surface temperature, J. Geophys. Res., 113, D17108, doi:10.1029/2008JD010035, 2008.
    • (2008) J. Geophys. Res. , vol.113
    • Trigo, I.F.1    Monteiro, I.T.2    Olesen, F.3    Kabsch, E.4
  • 48
    • 34248634615 scopus 로고    scopus 로고
    • A Bayesian tutorial for data assimilation
    • DOI 10.1016/j.physd.2006.09.017, PII S016727890600354X, Data Assimilation
    • Wikle, C. K. and Berliner, L. M.: A Bayesian Tutorial for data assimilation, Physica D, 230, 1-26, doi:10.1016/j.physd.2006.09.017, 2007. (Pubitemid 46776909)
    • (2007) Physica D: Nonlinear Phenomena , vol.230 , Issue.1-2 , pp. 1-16
    • Wikle, C.K.1    Berliner, L.M.2


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