메뉴 건너뛰기




Volumn 25, Issue 5, 2012, Pages 1511-1528

Can we see the wind? Statistical downscaling of historical sea surface winds in the subarctic northeast Pacific

Author keywords

Numerical weather prediction forecasting; Pacific Ocean; Probability forecasts models distributions; Statistical forecasting; Statistical techniques; Wind

Indexed keywords

NUMERICAL WEATHER PREDICTION; PACIFIC OCEAN; PROBABILITY FORECASTS/MODELS/DISTRIBUTIONS; STATISTICAL FORECASTING; STATISTICAL TECHNIQUES;

EID: 84858176838     PISSN: 08948755     EISSN: None     Source Type: Journal    
DOI: 10.1175/2011JCLI4089.1     Document Type: Article
Times cited : (21)

References (46)
  • 2
    • 23244451797 scopus 로고    scopus 로고
    • Evaluation of global wind power
    • doi:10.1029/2004JD005
    • Archer, C. L., and M. Z. Jacobson, 2005: Evaluation of global wind power. J. Geophys. Res., 110, D12110, doi:10.1029/2004JD005.
    • (2005) J. Geophys. Res. , vol.110
    • Archer, C.L.1    Jacobson, M.Z.2
  • 5
    • 0030237224 scopus 로고    scopus 로고
    • Estimating daily wind speed under climate change
    • Bogardi, I., and I. Matyasovszky, 1996: Estimating daily wind speed under climate change. Sol. Energy, 57, 239-248.
    • (1996) Sol. Energy , vol.57 , pp. 239-248
    • Bogardi, I.1    Matyasovszky, I.2
  • 6
    • 18544406417 scopus 로고    scopus 로고
    • Incorporating the effect of small-scale circulations upon dust emission in an atmospheric general circulation model
    • doi:10.1029/2003JD004067
    • Cakmur, R. V., R. L. Miller, and O. Torres, 2004: Incorporating the effect of small-scale circulations upon dust emission in an atmospheric general circulation model. J. Geophys. Res., 109, D07201, doi:10.1029/2003JD004067.
    • (2004) J. Geophys. Res. , vol.109
    • Cakmur, R.V.1    Miller, R.L.2    Torres, O.3
  • 7
    • 78650973424 scopus 로고    scopus 로고
    • A statistical-dynamical scheme for reconstructing ocean forcing in the Atlantic. Part I: Weather regimes as predictors for ocean surface variables
    • doi:10.1007/s00382-010-0781-7
    • Cassou, C., M. Minvielle, L. Terray, and C. Périgaud, 2011: A statistical-dynamical scheme for reconstructing ocean forcing in the Atlantic. Part I: Weather regimes as predictors for ocean surface variables. Climate Dyn., 36, 19-39, doi:10.1007/s00382-010-0781-7.
    • (2011) Climate Dyn , vol.36 , pp. 19-39
    • Cassou, C.1    Minvielle, M.2    Terray, L.3    Périgaud, C.4
  • 8
    • 39449091742 scopus 로고    scopus 로고
    • Statistical downscaling of hourly and daily climate scenarios for various meteorological variables in south-central Canada
    • doi:10.1007/s00704-007-0302-8
    • Cheng, C. S., G. Li, Q. Li, and H. Auld, 2008: Statistical downscaling of hourly and daily climate scenarios for various meteorological variables in south-central Canada. Theor. Appl. Climatol., 91, 129-147, doi:10.1007/s00704-007-0302-8.
    • (2008) Theor. Appl. Climatol. , vol.91 , pp. 129-147
    • Cheng, C.S.1    Li, G.2    Li, Q.3    Auld, H.4
  • 9
    • 84858997986 scopus 로고    scopus 로고
    • Statistical downscaling of historical monthly mean winds over a coastal region of complex terrain. I: Predicting wind speed
    • doi:10.1007/s00382-011-1173-3, in press
    • Curry, C. L., D. van der Kamp, and A. H. Monahan, 2012: Statistical downscaling of historical monthly mean winds over a coastal region of complex terrain. I: Predicting wind speed. Climate Dyn., doi:10.1007/s00382-011-1173-3, in press.
    • (2012) Climate Dyn
    • Curry, C.L.1    van der Kamp, D.2    Monahan, A.H.3
  • 10
    • 77952420350 scopus 로고    scopus 로고
    • Statistical downscaling of wind variability from meteorological fields
    • Davy, R. J., M. J. Woods, C. J. Russell, and P. A. Coppin, 2010: Statistical downscaling of wind variability from meteorological fields. Bound.-Layer Meteor., 135, 161-175.
    • (2010) Bound. -Layer Meteor. , vol.135 , pp. 161-175
    • Davy, R.J.1    Woods, M.J.2    Russell, C.J.3    Coppin, P.A.4
  • 11
    • 3142764686 scopus 로고    scopus 로고
    • A combined physical-statistical approach for the downscaling of model wind speed
    • De Rooy, W. C., and K. Kok, 2004: A combined physical-statistical approach for the downscaling of model wind speed. Wea. Forecasting, 19, 485-495.
    • (2004) Wea. Forecasting , vol.19 , pp. 485-495
    • De Rooy, W.C.1    Kok, K.2
  • 12
    • 0033611928 scopus 로고    scopus 로고
    • Empiricalstatistical reconstruction of surface marine winds along the western coast of Canada
    • Faucher, M., W. R. Burrows, and L. Pandolfo, 1999: Empiricalstatistical reconstruction of surface marine winds along the western coast of Canada. Climate Res., 11, 173-190.
    • (1999) Climate Res , vol.11 , pp. 173-190
    • Faucher, M.1    Burrows, W.R.2    Pandolfo, L.3
  • 14
    • 67651098659 scopus 로고    scopus 로고
    • Model projected changes of extreme wind events in response to global warming
    • doi:10.1029/2009GL037500
    • Gastineau, G., and B. J. Soden, 2009: Model projected changes of extreme wind events in response to global warming. Geophys. Res. Lett., 36, L10810, doi:10.1029/2009GL037500.
    • (2009) Geophys. Res. Lett. , vol.36
    • Gastineau, G.1    Soden, B.J.2
  • 15
    • 79953720624 scopus 로고    scopus 로고
    • Statistical downscaling of seasurface wind over the Peru-Chile upwelling region: Diagnosing the impact of climate change from the IPSL-CM4 model
    • doi:10.1007/s00382-010-0824-0
    • Goubanova, K., V. Echevin, B. Dewitte, F. Codron, K. Takahashi, P. Terray, and M. Vrac, 2011: Statistical downscaling of seasurface wind over the Peru-Chile upwelling region: Diagnosing the impact of climate change from the IPSL-CM4 model. Climate Dyn., 36, 1365-1378, doi:10.1007/s00382-010-0824-0.
    • (2011) Climate Dyn , vol.36 , pp. 1365-1378
    • Goubanova, K.1    Echevin, V.2    Dewitte, B.3    Codron, F.4    Takahashi, K.5    Terray, P.6    Vrac, M.7
  • 16
    • 4644237056 scopus 로고    scopus 로고
    • Clustering methods for statistical downscaling in short-range weather forecasts
    • Gutiérrez, J., A. Cofiño, R. Cano, and M. Rodríguez, 2004: Clustering methods for statistical downscaling in short-range weather forecasts. Mon. Wea. Rev., 132, 2169-2183.
    • (2004) Mon. Wea. Rev. , vol.132 , pp. 2169-2183
    • Gutiérrez, J.1    Cofiño, A.2    Cano, R.3    Rodríguez, M.4
  • 17
    • 77649109998 scopus 로고    scopus 로고
    • Probability distributions of land surface wind speeds over North America
    • doi:10.1029/2008JD010708
    • He, Y., A. H. Monahan, C. G. Jones, A. Dai, S. Biner, D. Caya, and K. Winger, 2010: Probability distributions of land surface wind speeds over North America. J. Geophys. Res., 115, D04103, doi:10.1029/2008JD010708.
    • (2010) J. Geophys. Res. , vol.115
    • He, Y.1    Monahan, A.H.2    Jones, C.G.3    Dai, A.4    Biner, S.5    Caya, D.6    Winger, K.7
  • 18
    • 34447100742 scopus 로고    scopus 로고
    • Correction and downscaling of NWP wind speed forecasts
    • Howard, T., and P. Clark, 2007: Correction and downscaling of NWP wind speed forecasts. Meteor. Appl., 14, 105-116.
    • (2007) Meteor. Appl. , vol.14 , pp. 105-116
    • Howard, T.1    Clark, P.2
  • 19
    • 0030410407 scopus 로고    scopus 로고
    • Statistical hindcast of wind climatology in the North Atlantic and northwestern European region
    • Kaas, E., T.-S. Li, and T. Schmith, 1996: Statistical hindcast of wind climatology in the North Atlantic and northwestern European region. Climate Res., 7, 97-110.
    • (1996) Climate Res , vol.7 , pp. 97-110
    • Kaas, E.1    Li, T.-S.2    Schmith, T.3
  • 20
    • 34249034614 scopus 로고    scopus 로고
    • Atmospheric circulation effects on wind speed variability at turbine height
    • Klink, K., 2007: Atmospheric circulation effects on wind speed variability at turbine height. J. Appl. Meteor. Climatol., 46, 445-456.
    • (2007) J. Appl. Meteor. Climatol. , vol.46 , pp. 445-456
    • Klink, K.1
  • 21
    • 0028667890 scopus 로고
    • Short-term prediction of local wind conditions
    • Landberg, L., and S. J. Watson, 1994: Short-term prediction of local wind conditions. Bound.-Layer Meteor., 70, 171-195.
    • (1994) Bound. -Layer Meteor. , vol.70 , pp. 171-195
    • Landberg, L.1    Watson, S.J.2
  • 22
    • 69549085018 scopus 로고    scopus 로고
    • Projected future changes in surface marine winds off the west coast of Canada
    • doi:10.1029/2008JC005123
    • Merryfield, W. J., B. Pal, andM.G. G. Foreman, 2009: Projected future changes in surface marine winds off the west coast of Canada. J. Geophys. Res., 114, C06008, doi:10.1029/ 2008JC005123.
    • (2009) J. Geophys. Res. , vol.114
    • Merryfield, W.J.1    Pal, B.2    Foreman, M.G.G.3
  • 23
    • 33645538119 scopus 로고    scopus 로고
    • North American Regional Reanalysis
    • Mesinger, F., and Coauthors, 2006: North American Regional Reanalysis. Bull. Amer.Meteor. Soc., 87, 343-360.
    • (2006) Bull. Amer. Meteor. Soc. , vol.87 , pp. 343-360
    • Mesinger, F.1
  • 24
    • 68949115863 scopus 로고    scopus 로고
    • Probabilistic downscaling approaches: Application to wind cumulative distribution functions
    • doi: 10.1029/2009GL038401
    • Michelangeli, P.-A., M. Vrac, and H. Loukos, 2009: Probabilistic downscaling approaches: Application to wind cumulative distribution functions. Geophys. Res. Lett., 36, L11708, doi: 10.1029/2009GL038401.
    • (2009) Geophys. Res. Lett. , vol.36
    • Michelangeli, P.-A.1    Vrac, M.2    Loukos, H.3
  • 25
    • 79551589684 scopus 로고    scopus 로고
    • A statistical-dynamical scheme for reconstructing ocean forcing in the Atlantic. Part II: Methodology, validation and application to high-resolution ocean models
    • doi: 10.1007/s00382-010-0761-y
    • Minvielle, M., C. Cassou, R. Bourdallé-Badie, L. Terray, and J. Najac, 2011: A statistical-dynamical scheme for reconstructing ocean forcing in the Atlantic. Part II: Methodology, validation and application to high-resolution ocean models. Climate Dyn., 36, 401-417, doi: 10.1007/s00382-010-0761-y.
    • (2011) Climate Dyn , vol.36 , pp. 401-417
    • Minvielle, M.1    Cassou, C.2    Bourdallé-Badie, R.3    Terray, L.4    Najac, J.5
  • 26
    • 4143105241 scopus 로고    scopus 로고
    • A simple model for the skewness of global sea surface winds
    • Monahan, A. H., 2004: A simple model for the skewness of global sea surface winds. J. Atmos. Sci., 61, 2037-2049.
    • (2004) J. Atmos. Sci. , vol.61 , pp. 2037-2049
    • Monahan, A.H.1
  • 27
    • 33645236015 scopus 로고    scopus 로고
    • The probability distribution of sea surface wind speeds. Part I: Theory and SeaWinds observations
    • Monahan, A. H., 2006: The probability distribution of sea surface wind speeds. Part I: Theory and SeaWinds observations. J. Climate, 19, 497-520.
    • (2006) J. Climate , vol.19 , pp. 497-520
    • Monahan, A.H.1
  • 28
    • 37549029206 scopus 로고    scopus 로고
    • Empirical models of the probability distribution of sea surface wind speeds
    • Monahan, A. H., 2007: Empirical models of the probability distribution of sea surface wind speeds. J. Climate, 20, 5798-5814.
    • (2007) J. Climate , vol.20 , pp. 5798-5814
    • Monahan, A.H.1
  • 29
    • 33846130028 scopus 로고    scopus 로고
    • On the nature of zonal jet EOFs
    • Monahan, A. H., and J. C. Fyfe, 2006: On the nature of zonal jet EOFs. J. Climate, 19, 6409-6424.
    • (2006) J. Climate , vol.19 , pp. 6409-6424
    • Monahan, A.H.1    Fyfe, J.C.2
  • 30
    • 79959326383 scopus 로고    scopus 로고
    • Stochastic averaging of idealized climate models
    • Monahan, A. H., and J. Culina, 2011: Stochastic averaging of idealized climate models. J. Climate, 24, 3068-3088.
    • (2011) J. Climate , vol.24 , pp. 3068-3088
    • Monahan, A.H.1    Culina, J.2
  • 32
    • 80052797406 scopus 로고    scopus 로고
    • The probability distribution of land surface wind speeds
    • Monahan, A. H., Y. He, N. McFarlane, and A. Dai, 2011: The probability distribution of land surface wind speeds. J. Climate, 24, 3892-3909.
    • (2011) J. Climate , vol.24 , pp. 3892-3909
    • Monahan, A.H.1    He, Y.2    McFarlane, N.3    Dai, A.4
  • 33
    • 60449096183 scopus 로고    scopus 로고
    • A multi-model ensemble approach for assessment of climate change impact on surface winds in France
    • Najac, J., J. Boé, and L. Terray, 2009: A multi-model ensemble approach for assessment of climate change impact on surface winds in France. Climate Dyn., 32, 615-634.
    • (2009) Climate Dyn , vol.32 , pp. 615-634
    • Najac, J.1    Boé, J.2    Terray, L.3
  • 34
    • 68349127338 scopus 로고    scopus 로고
    • Mesoscale wind climate modelling in steep mountains
    • Pinard, J.-P., R. Benoit, and J. D.Wilson, 2009:Mesoscale wind climate modelling in steep mountains. Atmos.-Ocean, 47, 63-78.
    • (2009) Atmos. -Ocean , vol.47 , pp. 63-78
    • Pinard, J.-P.1    Benoit, R.2    Wilson, J.D.3
  • 35
    • 28044467360 scopus 로고    scopus 로고
    • Empirical downscaling of wind speed probability distributions
    • doi:10.1029/2005JD005899
    • Pryor, S., J. Schoof, and R. Barthelmie, 2005: Empirical downscaling of wind speed probability distributions. J. Geophys. Res., 110, D19109, doi:10.1029/2005JD005899.
    • (2005) J. Geophys. Res. , vol.110
    • Pryor, S.1    Schoof, J.2    Barthelmie, R.3
  • 36
    • 38849119288 scopus 로고    scopus 로고
    • Climate models and their evaluation
    • S. Solomon et al., Eds., Cambridge University Press
    • Randall, D., and Coauthors, 2007: Climate models and their evaluation. Climate Change 2007: The Physical Science Basis, S. Solomon et al., Eds., Cambridge University Press, 589-662.
    • (2007) Climate Change 2007. The Physical Science Basis , pp. 589-662
    • Randall, D.1
  • 37
    • 0343384269 scopus 로고    scopus 로고
    • A neural network approach to local downscaling of GCM output for assessing wind power implications of climate change
    • Sailor, D. J., T. Hu, X. Li, and J. N. Rosen, 2000: A neural network approach to local downscaling of GCM output for assessing wind power implications of climate change. Renewable Energy, 19, 359-378.
    • (2000) Renewable Energy , vol.19 , pp. 359-378
    • Sailor, D.J.1    Hu, T.2    Li, X.3    Rosen, J.N.4
  • 38
    • 46449127501 scopus 로고    scopus 로고
    • Climate change implications for wind power resources in the northwest United States
    • Sailor, D. J., M. Smith, and M. Hart, 2008: Climate change implications for wind power resources in the northwest United States. Renewable Energy, 33, 2393-2406.
    • (2008) Renewable Energy , vol.33 , pp. 2393-2406
    • Sailor, D.J.1    Smith, M.2    Hart, M.3
  • 39
    • 63149177117 scopus 로고    scopus 로고
    • Statistical downscaling of near-surface wind over complex terrain in southern France
    • Salameh, T., P. Drobinski, M. Vrac, and P. Naveau, 2009: Statistical downscaling of near-surface wind over complex terrain in southern France. Meteor. Atmos. Phys., 103, 253-265.
    • (2009) Meteor. Atmos. Phys. , vol.103 , pp. 253-265
    • Salameh, T.1    Drobinski, P.2    Vrac, M.3    Naveau, P.4
  • 40
    • 77952562085 scopus 로고    scopus 로고
    • Probabilistic wind speed forecasting using ensembles and Bayesian model averaging
    • doi:10.1198/jasa.2009.ap08615
    • Sloughter, J. M., T. Gneiting, and A. E. Raftery, 2010: Probabilistic wind speed forecasting using ensembles and Bayesian model averaging. J. Amer. Stat. Assoc., 105, 25-35. doi:10.1198/jasa.2009.ap08615.
    • (2010) J. Amer. Stat. Assoc. , vol.105 , pp. 25-35
    • Sloughter, J.M.1    Gneiting, T.2    Raftery, A.E.3
  • 41
    • 72049133394 scopus 로고    scopus 로고
    • El Niño stills winter winds across the southern Canadian prairies
    • doi:10.1029/2009GL041282
    • St. George, S., and S. A. Wolfe, 2009: El Niño stills winter winds across the southern Canadian prairies. Geophys. Res. Lett., 36, L23806, doi:10.1029/2009GL041282.
    • (2009) Geophys. Res. Lett. , vol.36
    • St. George, S.1    Wolfe, S.A.2
  • 42
    • 0034035880 scopus 로고    scopus 로고
    • Skill comparisons between neural networks and canonical correlation analysis in predicting the equatorial Pacific sea surface temperatures
    • Tang, B., W. W. Hsieh, A. H. Monahan, and F. T. Tangang, 2000: Skill comparisons between neural networks and canonical correlation analysis in predicting the equatorial Pacific sea surface temperatures. J. Climate, 13, 287-293.
    • (2000) J. Climate , vol.13 , pp. 287-293
    • Tang, B.1    Hsieh, W.W.2    Monahan, A.H.3    Tangang, F.T.4
  • 43
    • 77950945178 scopus 로고    scopus 로고
    • Probabilistic forecasts of wind speed: Ensemble model output statistics using heteroscedastic censored regression
    • Thorarinsdottir, T. L., and T. Gneiting, 2010: Probabilistic forecasts of wind speed: Ensemble model output statistics using heteroscedastic censored regression. J. Roy. Stat. Soc., 173A, 371-388.
    • (2010) J. Roy. Stat. Soc. , vol.173 A , pp. 371-388
    • Thorarinsdottir, T.L.1    Gneiting, T.2
  • 45
    • 84858999814 scopus 로고    scopus 로고
    • Statistical downscaling of historical monthly mean winds over a coastal region of complex terrain. II: Predicting wind components
    • doi:10.1007/s00382-011-1175-1, in press
    • van der Kamp, D., C. Curry, and A. H. Monahan, 2012: Statistical downscaling of historical monthly mean winds over a coastal region of complex terrain. II: Predicting wind components. Climate Dyn., doi:10.1007/s00382-011-1175-1, in press.
    • (2012) Climate Dyn
    • van der Kamp, D.1    Curry, C.2    Monahan, A.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.