메뉴 건너뛰기




Volumn 47, Issue 8, 2011, Pages

How much improvement can precipitation data fusion achieve with a Multiscale Kalman Smoother-based framework?

Author keywords

[No Author keywords available]

Indexed keywords

COARSER RESOLUTION; MEASURING TECHNIQUE; MODELING APPROACH; MULTISCALES; PRECIPITATION DATA; PRECIPITATION PRODUCTS; ROOT-MEAN SQUARE ERRORS; SPATIAL PATTERNS; SPATIAL RESOLUTION; SPATIAL SCALE;

EID: 80052306673     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2010WR009953     Document Type: Article
Times cited : (15)

References (29)
  • 1
    • 0035302468 scopus 로고    scopus 로고
    • The use of TRMM precipitation radar observations in determining ground radar calibration biases
    • Anagnostou, E. N., C. A. Morales, and T. Dinku (2001), The use of TRMM precipitation radar observations in determining ground radar calibration biases, J. Atmos. Ocean. Technol., 18(4), 616-628. (Pubitemid 32511900)
    • (2001) Journal of Atmospheric and Oceanic Technology , vol.18 , Issue.4 , pp. 616-628
    • Anagnostou, E.N.1    Morales, C.A.2    Dinku, T.3
  • 2
    • 34548302052 scopus 로고    scopus 로고
    • Use of Scale Recursive Estimation for assimilation of precipitation data from TRMM (PR and TMI) and NEXRAD
    • DOI 10.1016/j.advwatres.2007.05.012, PII S0309170807000917
    • Bocchiola, D. (2007), Use of scale recursive estimation for assimilation of precipitation data from TRMM (PR and TMI) and NEXRAD, Adv. Water Resour., 30(11), 2354-2372. (Pubitemid 47335550)
    • (2007) Advances in Water Resources , vol.30 , Issue.11 , pp. 2354-2372
    • Bocchiola, D.1
  • 3
    • 33751514360 scopus 로고    scopus 로고
    • The use of scale recursive estimation for short term quantitative precipitation forecast
    • DOI 10.1016/j.pce.2006.03.019, PII S1474706506002841
    • Bocchiola, D., and R. Rosso (2006), The use of scale recursive estimation for short term quantitative precipitation forecast, Phys. Chem. Earth, 31(18), 1228-1239. (Pubitemid 44829126)
    • (2006) Physics and Chemistry of the Earth , vol.31 , Issue.18 , pp. 1228-1239
    • Bocchiola, D.1    Rosso, R.2
  • 4
    • 0028400404 scopus 로고
    • Multiscale systems, kalman filters, and riccati-Equations
    • Chou, K. C., A. S. Willsky, and R. Nikoukhah (1994), Multiscale Systems, Kalman Filters, and Riccati-Equations, IEEE Trans. Autom. Control, 39(3), 479-492.
    • (1994) IEEE Trans. Autom. Control , vol.39 , Issue.3 , pp. 479-492
    • Chou, K.C.1    Willsky, A.S.2    Nikoukhah, R.3
  • 5
    • 1342288488 scopus 로고    scopus 로고
    • Real-time and retrospective forcing in the North American Land Data Assimilation System (NLDAS) project
    • doi:10.1029/2002JD003118
    • Cosgrove, B. A., et al. (2003), Real-time and retrospective forcing in the North American Land Data Assimilation System (NLDAS) project, J. Geophys. Res., 108(D22), 8842, doi:10.1029/2002JD003118.
    • (2003) J. Geophys. Res. , vol.108 , Issue.D22 , pp. 8842
    • Cosgrove, B.A.1
  • 7
    • 66949156080 scopus 로고    scopus 로고
    • Scale-recursive estimation for merging precipitation data from radar and microwave cross-track scanners
    • doi:10.1029/2008JD010709
    • de Vyver, H. V., and E. Roulin (2009), Scale-recursive estimation for merging precipitation data from radar and microwave cross-track scanners, J. Geophys. Res., 114, D08104, doi:10.1029/2008JD010709.
    • (2009) J. Geophys. Res. , vol.114
    • De Vyver, H.V.1    Roulin, E.2
  • 8
    • 0035722650 scopus 로고    scopus 로고
    • Fusion of radar images: State of art and perspective
    • paper presented at Inst. of Electr. and Electron. Eng., Beijing
    • Farina, A., F. C. Morabito, S. Serpico, and G. Simone (2001), Fusion of radar images: State of art and perspective, paper presented at CIE International Conference on Radar, Inst. of Electr. and Electron. Eng., Beijing.
    • (2001) CIE International Conference on Radar
    • Farina, A.1    Morabito, F.C.2    Serpico, S.3    Simone, G.4
  • 9
    • 0035518251 scopus 로고    scopus 로고
    • Scale-recursive assimilation of precipitation data
    • DOI 10.1016/S0309-1708(01)00033-1, PII S0309170801000331
    • Gorenburg, I. P., D. McLaughlin, and D. Entekhabi (2001), Scale-recursive assimilation of precipitation data, Adv. Water Resour., 24(9-10), 941-953. (Pubitemid 34057241)
    • (2001) Advances in Water Resources , vol.24 , Issue.9-10 , pp. 941-953
    • Gorenburg, I.P.1    McLaughlin, D.2    Entekhabi, D.3
  • 10
    • 0344564125 scopus 로고    scopus 로고
    • Optimal areal rainfall estimation using raingauges and satellite data
    • DOI 10.1016/S0022-1694(99)00092-X, PII S002216949900092X
    • Grimes, D. I. F., E. Pardo-Iguzquiza, and R. Bonifacio (1999), Optimal areal rainfall estimation using raingauges and satellite data, J. Hydrol., 222(1-4), 93-108. (Pubitemid 29442537)
    • (1999) Journal of Hydrology , vol.222 , Issue.1-4 , pp. 93-108
    • Grimes, D.I.F.1    Pardo-Iguzquiza, E.2    Bonifacio, R.3
  • 11
    • 33644960496 scopus 로고    scopus 로고
    • A methodology for merging multisensor precipitation estimates based on expectation- maximization and scale-recursive estimation
    • doi:10.1029/2004JD005568
    • Gupta, R., V. Venugopal, and E. Foufoula-Georgiou (2006), A methodology for merging multisensor precipitation estimates based on expectation- maximization and scale-recursive estimation, J. Geophys. Res., 111, D02102, doi:10.1029/2004JD005568.
    • (2006) J. Geophys. Res. , vol.111
    • Gupta, R.1    Venugopal, V.2    Foufoula-Georgiou, E.3
  • 12
    • 0033745621 scopus 로고    scopus 로고
    • ML parameter estimation of a multiscale stochastic process using the EM algorithm
    • Kannan, A., M. Ostendorf, W. C. Karl, D. A. Castanon, and R. K. Fish (2000), ML parameter estimation of a multiscale stochastic process using the EM algorithm, IEEE Trans. Sig. Proc., 48(6), 1836-1840.
    • (2000) IEEE Trans. Sig. Proc. , vol.48 , Issue.6 , pp. 1836-1840
    • Kannan, A.1    Ostendorf, M.2    Karl, W.C.3    Castanon, D.A.4    Fish, R.K.5
  • 13
    • 77249145879 scopus 로고    scopus 로고
    • Radar-rainfall uncertainties where are we after thirty years of effort?
    • Krajewski, W. F., G. Villarini, and J. A. Smith (2010), Radar-rainfall uncertainties where are we after thirty years of effort?, Bull. Am. Meteorol. Soc., 91(1), 87.
    • (2010) Bull. Am. Meteorol. Soc. , vol.91 , Issue.1 , pp. 87
    • Krajewski, W.F.1    Villarini, G.2    Smith, J.A.3
  • 14
    • 0032757960 scopus 로고    scopus 로고
    • A multiple scale state-space model for characterizing subgrid scale variability of near-surface soil moisture
    • Kumar, P. (1999), A multiple scale state-space model for characterizing subgrid scale variability of near-surface soil moisture, IEEE Trans. Geosci. Remote Sens., 37(1), 182-197.
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , Issue.1 , pp. 182-197
    • Kumar, P.1
  • 16
    • 14744285768 scopus 로고    scopus 로고
    • Optimal multiscale Kalman filter for assimilation of near-surface soil moisture into land surface models
    • DOI 10.1029/2004JD004745, D24109
    • Parada, L. M., and X. Liang (2004), Optimal multiscale Kalman filter for assimilation of near-surface soil moisture into land surface models, J. Geophys. Res., 109, D24109, doi:10.1029/2004JD004745. (Pubitemid 40335193)
    • (2004) Journal of Geophysical Research D: Atmospheres , vol.109 , Issue.24 , pp. 1-21
    • Parada, L.M.1    Liang, X.2
  • 17
    • 48749128135 scopus 로고    scopus 로고
    • Impacts of spatial resolutions and data quality on soil moisture data assimilation
    • doi:10.1029/2007JD009037
    • Parada, L. M., and X. Liang (2008), Impacts of spatial resolutions and data quality on soil moisture data assimilation, J. Geophys. Res., 113, D10101, doi:10.1029/2007JD009037.
    • (2008) J. Geophys. Res. , vol.113
    • Parada, L.M.1    Liang, X.2
  • 18
    • 0032503984 scopus 로고    scopus 로고
    • Real-time estimation of rainfall fields using radar rainfall and rain gage data
    • Seo, D. J. (1998a), Real-time estimation of rainfall fields using radar rainfall and rain gage data, J. Hydrol., 208(1-2), 37-52.
    • (1998) J. Hydrol. , vol.208 , Issue.1-2 , pp. 37-52
    • Seo, D.J.1
  • 19
    • 0032504125 scopus 로고    scopus 로고
    • Real-time estimation of rainfall fields using rain gage data under fractional coverage conditions
    • Seo, D. J. (1998b), Real-time estimation of rainfall fields using rain gage data under fractional coverage conditions, J. Hydrol., 208(1-2), 25-36.
    • (1998) J. Hydrol. , vol.208 , Issue.1-2 , pp. 25-36
    • Seo, D.J.1
  • 20
    • 0033215344 scopus 로고    scopus 로고
    • Real-time estimation of mean field bias in radar rainfall data
    • DOI 10.1016/S0022-1694(99)00106-7, PII S0022169499001067
    • Seo, D. J., J. P. Breidenbach, and E. R. Johnson (1999), Real-time estimation of mean field bias in radar rainfall data, J. Hydrol., 223(3-4), 131-147. (Pubitemid 29478411)
    • (1999) Journal of Hydrology , vol.223 , Issue.3-4 , pp. 131-147
    • Seo, D.-J.1    Breidenbach, J.P.2    Johnson, E.R.3
  • 21
    • 84901399928 scopus 로고    scopus 로고
    • Radar image fusion by multiscale Kalman filtering
    • paper presented at , Inst. of Electr. and Electron. Eng., Paris
    • Simone, G., F. C. Morabito, and A. Farina (2000), Radar image fusion by multiscale Kalman filtering, paper presented at Third International Conference on Information Fusion, Inst. of Electr. and Electron. Eng., Paris.
    • (2000) Third International Conference on Information Fusion
    • Simone, G.1    Morabito, F.C.2    Farina, A.3
  • 22
    • 0035575220 scopus 로고    scopus 로고
    • Multiscale adaptive estimation for fusing interferometric radar and laser altimeter data
    • paper presented at, Inst. of Electr. and Electron. Eng., Sydney, N. S. W., Australia
    • Slatton, K. C., M. Crawford, and B. L. Evans (2001), Multiscale adaptive estimation for fusing interferometric radar and laser altimeter data, paper presented at International Geoscience and Remote Sensing Symposium, Inst. of Electr. and Electron. Eng., Sydney, N. S. W., Australia.
    • (2001) International Geoscience and Remote Sensing Symposium
    • Slatton, K.C.1    Crawford, M.2    Evans, B.L.3
  • 23
    • 0036028365 scopus 로고    scopus 로고
    • Multiscale fusion of INSAR data for improved topographic mapping
    • paper presented at , Inst. of Electr. and Electron. Eng., Toronto, Ont., Canada
    • Slatton, K. C., M. Crawford, and L. Teng (2002), Multiscale fusion of INSAR data for improved topographic mapping, paper presented at International Geoscience and Remote Sensing Symposium, Inst. of Electr. and Electron. Eng., Toronto, Ont., Canada.
    • (2002) International Geoscience and Remote Sensing Symposium
    • Slatton, K.C.1    Crawford, M.2    Teng, L.3
  • 24
    • 0029662869 scopus 로고    scopus 로고
    • An intercomparison study of NEXRAD precipitation estimates
    • DOI 10.1029/96WR00270
    • Smith, J. A., D. J. Seo, M. L. Baeck, and M. D. Hudlow (1996), An intercomparison study of NEXRAD precipitation estimates, Water Resour. Res., 32(7), 2035-2045. doi:10.1029/96WR00270. (Pubitemid 26351981)
    • (1996) Water Resources Research , vol.32 , Issue.7 , pp. 2035-2045
    • Smith, J.A.1    Seo, D.J.2    Baeck, M.L.3    Hudlow, M.D.4
  • 26
    • 1642457191 scopus 로고    scopus 로고
    • Scale-recursive estimation for multisensor Quantitative Precipitation Forecast verification: A preliminary assessment
    • doi:10.1029/2001JD001073
    • Tustison, B., E. Foufoula-Georgiou, and D. Harris (2002), Scale-recursive estimation for multisensor Quantitative Precipitation Forecast verification: A preliminary assessment, J. Geophys. Res., 108(D8), 8377, doi:10.1029/ 2001JD001073.
    • (2002) J. Geophys. Res. , vol.108 , Issue.D8 , pp. 8377
    • Tustison, B.1    Foufoula-Georgiou, E.2    Harris, D.3
  • 27
    • 4344657161 scopus 로고    scopus 로고
    • Requirements of a global near-surface soil moisture satellite mission: Accuracy, repeat time, and spatial resolution
    • DOI 10.1016/j.advwatres.2004.05.006, PII S0309170804000843
    • Walker, J. P., and P. R. Houser (2004), Requirements of a global near-surface soil moisture satellite mission: Accuracy, repeat time, and spatial resolution, Adv. Water Resour., 27(8), 785-801. (Pubitemid 39122660)
    • (2004) Advances in Water Resources , vol.27 , Issue.8 , pp. 785-801
    • Walker, J.P.1    Houser, P.R.2
  • 28
    • 0345421566 scopus 로고    scopus 로고
    • Multiresolution Markov models for signal and image processing
    • DOI 10.1109/JPROC.2002.800717, PII 1011092002800717
    • Willsky, A. S. (2002), Multiresolution Markov models for signal and image processing, Proc. IEEE, 90(8), 1396-1458. (Pubitemid 43785865)
    • (2002) Proceedings of the IEEE , vol.90 , Issue.8 , pp. 1396-1458
    • Willsky, A.S.1
  • 29
    • 44449121297 scopus 로고    scopus 로고
    • An ensemble multiscale filter for large nonlinear data assimilation problems
    • DOI 10.1175/2007MWR2064.1
    • Zhou, Y. H., D. McLaughlin, D. Entekhabi, and G. H. C. Ng (2008), An ensemble multiscale filter for large Nonlinear data assimilation problems, Mon. Weather Rev., 136(2), 678-698. (Pubitemid 351756599)
    • (2008) Monthly Weather Review , vol.136 , Issue.2 , pp. 678-698
    • Zhou, Y.1    McLaughlin, D.2    Entekhabi, D.3    Ng, G.-H.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.