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Volumn 19, Issue 3, 2010, Pages 724-745

Fixed rank filtering for spatio-temporal data

Author keywords

Aerosol optical depth (AOD); Fixed Rank Kriging (FRK); FRF; Spatial Random Effects (SRE) model; Spatio Temporal Random Effects (STRE) model; Vector autoregressive (VAR) process

Indexed keywords


EID: 77955117966     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/jcgs.2010.09051     Document Type: Article
Times cited : (165)

References (37)
  • 6
    • 74849131594 scopus 로고    scopus 로고
    • Spatial prediction of massive datasets
    • Academy of Science Elizabeth and Frederick White Conference, Canberra: Australian Academy of Science [725,729,730,743]
    • Cressie, N., and Johannesson, G. (2006), "Spatial Prediction of Massive Datasets," in Proceedings of the Australian Academy of Science Elizabeth and Frederick White Conference, Canberra: Australian Academy of Science, pp. 1-11. [725,729,730,743]
    • (2006) Proceedings of the Australian , pp. 1-11
    • Cressie, N.1    Johannesson, G.2
  • 7
    • 37849041594 scopus 로고    scopus 로고
    • Fixed rank kriging for very large spatial data sets
    • [725,727,729,730,735,743]
    • - (2008), "Fixed Rank Kriging for Very Large Spatial Data Sets," Journal of the Royal Statistical Society, Ser. B, 70, 209-226. [725,727,729,730,735,743]
    • (2008) Journal of the Royal Statistical Society, Ser. B , vol.70 , pp. 209-226
  • 8
    • 77956698575 scopus 로고    scopus 로고
    • High-resolution digital soil mapping: Kriging for very large datasets
    • eds. R. Viscarra-Rossel, A. B. McBratney, and B. Minasny, Amsterdam: Elsevier. [730]
    • Cressie, N., and Kang, E. L. (2010), "High-Resolution Digital Soil Mapping: Kriging for Very Large Datasets," in Proximal Soil Sensing, eds. R. Viscarra-Rossel, A. B. McBratney, and B. Minasny, Amsterdam: Elsevier. [730]
    • (2010) Proximal Soil Sensing
    • Cressie, N.1    Kang, E.L.2
  • 9
    • 1642398367 scopus 로고    scopus 로고
    • Space-time kalman filter
    • eds. A. H. El-Shaarawi and W. W. Piegorsch, New York: Wiley [726]
    • Cressie, N., and Wikle, C. K. (2002), "Space-Time Kalman Filter," in Encyclopedia of Environmetrics, eds. A. H. El-Shaarawi and W. W. Piegorsch, New York: Wiley, pp. 2045-2049. [726]
    • (2002) Encyclopedia of Environmetrics , pp. 2045-2049
    • Cressie, N.1    Wikle, C.K.2
  • 11
    • 0003912081 scopus 로고    scopus 로고
    • Estimating covariances of locally stationary processes: Rates of convergence of best basis methods
    • Stanford University, Stanford [735]
    • Donoho, D. L., Mallet, S., and von Sachs, R. (1998), "Estimating Covariances of Locally Stationary Processes: Rates of Convergence of Best Basis Methods," Technical Report 517, Stanford University, Stanford. [735]
    • (1998) Technical Report , vol.517
    • Donoho, D.L.1    Mallet, S.2    Von Sachs, R.3
  • 12
    • 33645807073 scopus 로고
    • Data assimilation in meteorology and oceanography
    • New York: Academic Press [726]
    • Ghil, M., and Malanotte-Rizzoli, P. (1991), "Data Assimilation in Meteorology and Oceanography," in Advances in Geophysics, Vol. 33, New York: Academic Press, pp. 141-266. [726]
    • (1991) Advances in Geophysics , vol.33 , pp. 141-266
    • Ghil, M.1    Malanotte-Rizzoli, P.2
  • 13
    • 77956664127 scopus 로고    scopus 로고
    • Spatio-temporal analysis of total nitrate concentrations using dynamic statistical models
    • [726]
    • Ghosh, S. K., Bhave, P. V., Davis, J. M., and Lee, H. (2010), "Spatio-Temporal Analysis of Total Nitrate Concentrations Using Dynamic Statistical Models," Journal of the American Statistical Association, 105, 538-551. [726]
    • Journal of the American Statistical Association , vol.105 , pp. 538-551
    • Ghosh, S.K.1    Bhave, P.V.2    Davis, J.M.3
  • 15
    • 0001890697 scopus 로고
    • On deriving the inverse of a sum of matrices,"
    • [730]
    • Henderson, H. V., and Searle, S. R. (1981), "On Deriving the Inverse of a Sum of Matrices," SIAM Review, 23, 53-60. [730]
    • (1981) SIAM Review , vol.23 , pp. 53-60
    • Henderson, H.V.1    Searle, S.R.2
  • 16
    • 0030184050 scopus 로고    scopus 로고
    • Spatio-temporal prediction of snow water equivalent using the kalman filter
    • [726]
    • Huang, H.-C, and Cressie, N. (1996), "Spatio-Temporal Prediction of Snow Water Equivalent Using the Kalman Filter," Computational Statistics and Data Analysis, 22, 159-175. [726]
    • (1996) Computational Statistics and Data Analysis , vol.22 , pp. 159-175
    • Huang, H.-C.1    Cressie, N.2
  • 17
    • 0036004133 scopus 로고    scopus 로고
    • Fast, resolution-consistent spatial prediction of global processes from satellite data
    • [725]
    • Huang, H.-C, Cressie, N., and Gabrosek, J. (2002), "Fast, Resolution-Consistent Spatial Prediction of Global Processes From Satellite Data," Journal of Computational and Graphical Statistics, 11, 63-88. [725]
    • (2002) Journal of Computational and Graphical Statistics , vol.11 , pp. 63-88
    • Huang, H.-C.1    Cressie, N.2    Gabrosek, J.3
  • 23
    • 77955119363 scopus 로고    scopus 로고
    • Using temporal variability to improve spatial mapping of satellite data
    • appear. [726,741]
    • Kang, E. L., Cressie, N., and Shi, T. (2010), "Using Temporal Variability to Improve Spatial Mapping of Satellite Data," Canadian Journal of Statistics, 38, to appear. [726,741]
    • (2010) Canadian Journal of Statistics 38
    • Kang, E.L.1    Cressie, N.2    Shi, T.3
  • 24
    • 0034480777 scopus 로고    scopus 로고
    • Will aerosol measurements from terra and aqua polar orbiting satellites represent the daily aerosol abundance and properties?"
    • [739]
    • Kaufman, Y. J., Holben, B. N., Tanre, D., Slutsker, I., and Smirnov, A. (2000), "Will Aerosol Measurements From Terra and Aqua Polar Orbiting Satellites Represent the Daily Aerosol Abundance and Properties?" Geophysical Research Letters, 27, 3861-3864. [739]
    • (2000) Geophysical Research Letters , vol.27 , pp. 3861-3864
    • Kaufman, Y.J.1    Holben, B.N.2    Tanre, D.3    Slutsker, I.4    Smirnov, A.5
  • 26
  • 28
    • 84865486245 scopus 로고
    • Principles of geostatistics
    • [725,728]
    • Matheron, G. (1963), "Principles of Geostatistics," Economic Geology, 58, 1246-1266. [725,728]
    • (1963) Economic Geology , vol.58 , pp. 1246-1266
    • Matheron, G.1
  • 30
    • 84993734384 scopus 로고    scopus 로고
    • Multiresolution models for nonstationary spatial covariance functions
    • [734]
    • Nychka, D., Wikle, C, and Royle, J. A. (2002), "Multiresolution Models for Nonstationary Spatial Covariance Functions," Statistical Modeling, 2, 315-331. [734]
    • (2002) Statistical Modeling , vol.2 , pp. 315-331
    • Nychka, D.1    Wikle, C.2    Royle, J.A.3
  • 31
    • 35349012069 scopus 로고    scopus 로고
    • Global statistical analysis of misr aerosol data: A massive data product from nasa's terra satellite
    • [729,734,739,740,743]
    • Shi, T, and Cressie, N. (2007), "Global Statistical Analysis of MISR Aerosol Data: A Massive Data Product From NASA's Terra Satellite," Environmetrics, 18, 665-680. [729,734,739,740,743]
    • (2007) Environmetrics , vol.18 , pp. 665-680
    • Shi, T.1    Cressie, N.2
  • 33
    • 0000097719 scopus 로고    scopus 로고
    • Assimilation of observations, an introduction
    • Talagrand, O. (1997), "Assimilation of Observations, an Introduction," Journal of the Meteorological Society of Japan, 75, 191-209. [726] (Pubitemid 127712496)
    • (1997) Journal of the Meteorological Society of Japan , vol.75 , Issue.1 B , pp. 191-209
    • Talagrand, O.1
  • 34
    • 0027387626 scopus 로고
    • Multivariable spatial prediction
    • Ver Hoef, J. M., and Cressie, N. (1993), "Multivariable Spatial Prediction," Mathematical Geology, 25, 219-240;
    • (1993) Mathematical Geology , vol.25 , pp. 219-240
    • Ver Hoef, J.M.1    Cressie, N.2
  • 35
    • 77956713835 scopus 로고
    • [735]
    • errata: 26 (1994), 273-275. [735]
    • (1994) Errata , vol.26 , pp. 273-275
  • 36
    • 34248634615 scopus 로고    scopus 로고
    • A bayesian tutorial for data assimilation
    • [726]
    • Wikle, C. K., and Berliner, L. M. (2006), "A Bayesian Tutorial for Data Assimilation," Physica D, 230, 1-16. [726]
    • (2006) Physica D , vol.230 , pp. 1-16
    • Wikle, C.K.1    Berliner, L.M.2
  • 37
    • 0000414912 scopus 로고    scopus 로고
    • A dimension-reduced approach to space-time kalman filtering
    • Wikle, C. K., and Cressie, N. (1999), "A Dimension-Reduced Approach to Space-Time Kalman Filtering," Bio-metrika, 86, 815-829.
    • (1999) Biometrika , vol.86 , pp. 815-829
    • Wikle, C.K.1    Cressie, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.