메뉴 건너뛰기




Volumn 13, Issue 1, 2008, Pages 37-59

A statistical framework to combine multivariate spatial data and physical models for hurricane surface wind prediction

Author keywords

Bayesian inference; Nonseperable multivariate models; Spatial statistics; Storm surge; Wind fields

Indexed keywords

BAYESIAN ANALYSIS; CLIMATE PREDICTION; HURRICANE EVENT; MULTIVARIATE ANALYSIS; PARAMETERIZATION; SPATIAL DATA; STORM SURGE; SURFACE WIND; THREE-DIMENSIONAL MODELING; WIND FIELD; WIND FORCING;

EID: 48349135810     PISSN: 10857117     EISSN: 15372693     Source Type: Journal    
DOI: 10.1198/108571108X276473     Document Type: Article
Times cited : (21)

References (32)
  • 3
    • 0000157495 scopus 로고
    • A Description of a Three-Dimensional Coastal Ocean Circulation Model
    • Three-Dimensional Coastal Ocean Models, ed, Washington, DC: American Geophysical Union, pp
    • Blumberg, A. F., and Mellor, G. L. (1987), "A Description of a Three-Dimensional Coastal Ocean Circulation Model," in Three-Dimensional Coastal Ocean Models, ed. N. S. Heaps, Washington, DC: American Geophysical Union, pp. 1-16.
    • (1987) N. S. Heaps , pp. 1-16
    • Blumberg, A.F.1    Mellor, G.L.2
  • 4
    • 0031645603 scopus 로고    scopus 로고
    • Application of Advanced Data Assimilation Methods for the Initialization of Storm Surge Models
    • Canizares, R., Heemink, A. W., and Vested, H. J. (1998), "Application of Advanced Data Assimilation Methods for the Initialization of Storm Surge Models," Journal of Hydraulic Research, 36, 655-674.
    • (1998) Journal of Hydraulic Research , vol.36 , pp. 655-674
    • Canizares, R.1    Heemink, A.W.2    Vested, H.J.3
  • 5
    • 0141737487 scopus 로고    scopus 로고
    • Modelling the Variability of Sydney Harbour Wind Measurements
    • Cripps, E., and Dunsmuir, W. T. M. (2003), "Modelling the Variability of Sydney Harbour Wind Measurements," Journal of Applied Meteorology, 42, 1131-1138.
    • (2003) Journal of Applied Meteorology , vol.42 , pp. 1131-1138
    • Cripps, E.1    Dunsmuir, W.T.M.2
  • 7
    • 0001296937 scopus 로고    scopus 로고
    • Data Assimilation Experiments in the Gulf Stream Region: How Useful are Satellite-Derived Surface Data for Nowcasting the Subsurface Fields?
    • Ezer, T., and Mellor, G. L. (1997), "Data Assimilation Experiments in the Gulf Stream Region: How Useful are Satellite-Derived Surface Data for Nowcasting the Subsurface Fields?," Journal of Atmospheric and Oceanic Technology, 14, 1379-1391.
    • (1997) Journal of Atmospheric and Oceanic Technology , vol.14 , pp. 1379-1391
    • Ezer, T.1    Mellor, G.L.2
  • 8
    • 22344449439 scopus 로고    scopus 로고
    • Modeling and Predicting Complex Space-Time Structures and Patterns of Coastal Wind Fields
    • Fuentes, M., Chen, L., Davis, J. M., and Lackmann, G. M. (2005), "Modeling and Predicting Complex Space-Time Structures and Patterns of Coastal Wind Fields," Environmetrics, 16, 449-464.
    • (2005) Environmetrics , vol.16 , pp. 449-464
    • Fuentes, M.1    Chen, L.2    Davis, J.M.3    Lackmann, G.M.4
  • 9
    • 15044352085 scopus 로고    scopus 로고
    • Model Evaluation and Spatial Interpolation by Bayesian Combination of Observations with Outputs from Numerical Models
    • Fuentes, M., and Raftery, A. (2005), "Model Evaluation and Spatial Interpolation by Bayesian Combination of Observations with Outputs from Numerical Models," Biometrics, 61, 36-45.
    • (2005) Biometrics , vol.61 , pp. 36-45
    • Fuentes, M.1    Raftery, A.2
  • 10
    • 0002799511 scopus 로고    scopus 로고
    • Model Choice: A Minimum Posterior Predictive Loss Approach
    • Gelfand, A. E., and Ghosh, S. K. (1998), "Model Choice: A Minimum Posterior Predictive Loss Approach," Biometrika, 85, 1-11
    • (1998) Biometrika , vol.85 , pp. 1-11
    • Gelfand, A.E.1    Ghosh, S.K.2
  • 11
    • 13444251351 scopus 로고    scopus 로고
    • Nonstationary Multivariate Process Modeling Through Spatially Varying Coregionalization (with discussion)
    • Gelfand, A. E., Schmidt, A. M., Banerjee, S., and Sirmans, C. F. (2004), "Nonstationary Multivariate Process Modeling Through Spatially Varying Coregionalization" (with discussion), TEST, 13, 1-50.
    • (2004) TEST , vol.13 , pp. 1-50
    • Gelfand, A.E.1    Schmidt, A.M.2    Banerjee, S.3    Sirmans, C.F.4
  • 13
    • 0019146966 scopus 로고
    • An Analytic Model of the Wind and Pressure Profiles in Hurricanes
    • Holland, G. (1980), "An Analytic Model of the Wind and Pressure Profiles in Hurricanes," Monthly Weather Review, 108, 1212-1218.
    • (1980) Monthly Weather Review , vol.108 , pp. 1212-1218
    • Holland, G.1
  • 14
    • 0000402576 scopus 로고
    • Observed and Modeled Wind and Water-Level Response from Tropical Storm Marco
    • Houston, S. H., and Powell, M. D. (1994), "Observed and Modeled Wind and Water-Level Response from Tropical Storm Marco (1990)," Weather and Forecasting, 9, 427-439.
    • (1994) Weather and Forecasting , vol.9 , pp. 427-439
    • Houston, S.H.1    Powell, M.D.2
  • 15
    • 0033208383 scopus 로고    scopus 로고
    • Comparisons of HRD and SLOSH Surface Wind Fields in Hurricanes: Implications for Storm Surge Modeling
    • Houston, S. H., Shaffer, W. A., Powell, M. D., and Chen, J. (1999), "Comparisons of HRD and SLOSH Surface Wind Fields in Hurricanes: Implications for Storm Surge Modeling," Weather and Forecasting, 14, 671-686.
    • (1999) Weather and Forecasting , vol.14 , pp. 671-686
    • Houston, S.H.1    Shaffer, W.A.2    Powell, M.D.3    Chen, J.4
  • 16
    • 0031977027 scopus 로고    scopus 로고
    • A Note on the Radius of Maximum Wind for Hurricanes
    • Hsu, S. A., and Yan, Z. (1998), "A Note on the Radius of Maximum Wind for Hurricanes," Journal of Coastal Research, 14, 667-668.
    • (1998) Journal of Coastal Research , vol.14 , pp. 667-668
    • Hsu, S.A.1    Yan, Z.2
  • 18
    • 0029481462 scopus 로고
    • Accounting for Surface Wave Distortion of the Marine Wind Profile in Low-Level Ocean Storms Wind Measurements
    • Large, W. G., Morzel, J., and Crawford, G. B. (1995), "Accounting for Surface Wave Distortion of the Marine Wind Profile in Low-Level Ocean Storms Wind Measurements," Journal of Physical Oceanography, 25, 2959-2971.
    • (1995) Journal of Physical Oceanography , vol.25 , pp. 2959-2971
    • Large, W.G.1    Morzel, J.2    Crawford, G.B.3
  • 19
    • 0347135949 scopus 로고    scopus 로고
    • A Numerical Study of Storm Surge and Inundation in the Croatan-Albemarle-Pamlico Estuary System
    • Peng, M., Xie, L., and Pietrafesa, J. (2004), "A Numerical Study of Storm Surge and Inundation in the Croatan-Albemarle-Pamlico Estuary System," Estuarine, Coastal and Shelf Science, 59, 121-137.
    • (2004) Estuarine, Coastal and Shelf Science , vol.59 , pp. 121-137
    • Peng, M.1    Xie, L.2    Pietrafesa, J.3
  • 20
    • 33745208254 scopus 로고    scopus 로고
    • Effect of Determining Initial Conditions by Four-Dimensional Variational Data Assimilation on Storm Surge Forecasting
    • Peng, S., and Xie, L. (2006), "Effect of Determining Initial Conditions by Four-Dimensional Variational Data Assimilation on Storm Surge Forecasting," Ocean Modeling, 14, 1-18.
    • (2006) Ocean Modeling , vol.14 , pp. 1-18
    • Peng, S.1    Xie, L.2
  • 21
    • 0030428612 scopus 로고    scopus 로고
    • Hurricane Andrew's Landfall in South Florida. Part II: Surface Wind Fields and Potential Real-Time Applications
    • Powell, M. D., and Houston, S. H. (1996), "Hurricane Andrew's Landfall in South Florida. Part II: Surface Wind Fields and Potential Real-Time Applications," Weather Forecast, 11, 329-349.
    • (1996) Weather Forecast , vol.11 , pp. 329-349
    • Powell, M.D.1    Houston, S.H.2
  • 22
    • 0030428591 scopus 로고    scopus 로고
    • Hurricane Andrew's Landfall in South Florida. Part I: Standardizing Measurements for Documentation of Surface Wind Fields
    • Powell, M. D., Houston, S. H., and. Reinhold, T. A. (1996), "Hurricane Andrew's Landfall in South Florida. Part I: Standardizing Measurements for Documentation of Surface Wind Fields," Weather Forecast, 11, 304-328.
    • (1996) Weather Forecast , vol.11 , pp. 304-328
    • Powell, M.D.1    Houston, S.H.2    Reinhold, T.A.3
  • 24
    • 0006198703 scopus 로고    scopus 로고
    • A Hierarchical Spatial Model for Constructing Wind Fields from Scatterometer Data in the Labrador Sea
    • Royle, J. A., Berliner, L. M., Wikle, C. K., and Milliff, R. (1999), "A Hierarchical Spatial Model for Constructing Wind Fields from Scatterometer Data in the Labrador Sea," Case Studies in Boyesian Statistics Volume IV, pp. 367-382.
    • (1999) Case Studies in Boyesian Statistics , vol.4 , pp. 367-382
    • Royle, J.A.1    Berliner, L.M.2    Wikle, C.K.3    Milliff, R.4
  • 25
    • 1642309656 scopus 로고    scopus 로고
    • A Bayesian Coregionalization Approach for Multivariate Pollutant Data
    • Schmidt, A. M., and Gelfand, A. E. (2003), "A Bayesian Coregionalization Approach for Multivariate Pollutant Data," Journal of Geophysical Research, 108, 8783.
    • (2003) Journal of Geophysical Research , vol.108 , pp. 8783
    • Schmidt, A.M.1    Gelfand, A.E.2
  • 31
    • 33744768381 scopus 로고    scopus 로고
    • A Real-Time Hurricane Surface Wind Forecasting Model: Formulation and Verification
    • Xie, L., Bao, S., Pietrafesa, L., Foley, K., and Fuentes, M. (2006), "A Real-Time Hurricane Surface Wind Forecasting Model: Formulation and Verification," Monthly Weather Review, 134, 1355-1370
    • (2006) Monthly Weather Review , vol.134 , pp. 1355-1370
    • Xie, L.1    Bao, S.2    Pietrafesa, L.3    Foley, K.4    Fuentes, M.5
  • 32
    • 9444222636 scopus 로고    scopus 로고
    • Incorporation of a Mass-Conserving Inundation Scheme into a Three Dimensional Storm Surge Model
    • Xie, L., Pietrafesa, L., and Peng, M. (2004), "Incorporation of a Mass-Conserving Inundation Scheme into a Three Dimensional Storm Surge Model," Journal of Coastal Research, 20, 1209-1223.
    • (2004) Journal of Coastal Research , vol.20 , pp. 1209-1223
    • Xie, L.1    Pietrafesa, L.2    Peng, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.