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Volumn 26, Issue 1, 2013, Pages 171-188

Reassessing statistical downscaling techniques for their robust application under climate change conditions

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY MEASURES; CHANGE CONDITIONS; DISTRIBUTIONAL SIMILARITIES; DOWN-SCALING; DOWNSCALING METHODS; GLOBAL CLIMATE MODEL; HISTORICAL PERIODS; LOWER TROPOSPHERE; MAX PLANCK INSTITUTE; MAXIMUM TEMPERATURE; NEAR SURFACE TEMPERATURE; PREDICTOR SETS; REGRESSION METHOD; ROBUST APPLICATION; SD METHOD; STATISTICAL DOWNSCALING; TEMPERATURE ANOMALY; TEMPERATURE INVERSIONS; WARMING CLIMATE; WEATHER GENERATOR;

EID: 84872933880     PISSN: 08948755     EISSN: None     Source Type: Journal    
DOI: 10.1175/JCLI-D-11-00687.1     Document Type: Article
Times cited : (147)

References (52)
  • 1
    • 0347765712 scopus 로고    scopus 로고
    • Multi-site simulation of daily precipitation and temperature conditional on the atmospheric circulation
    • Beersma, J., and T. Buishand, 2003: Multi-site simulation of daily precipitation and temperature conditional on the atmospheric circulation. Climate Res., 25, 121-133.
    • (2003) Climate Res. , vol.25 , pp. 121-133
    • Beersma, J.1    Buishand, T.2
  • 2
    • 0037077321 scopus 로고    scopus 로고
    • Empirically downscaled temperature scenarios for northern Europe based on a multi-model ensemble
    • Benestad, R. E., 2002: Empirically downscaled temperature scenarios for northern Europe based on a multi-model ensemble. Climate Res., 21, 105-125.
    • (2002) Climate Res. , vol.21 , pp. 105-125
    • Benestad, R.E.1
  • 3
    • 27544471904 scopus 로고    scopus 로고
    • Climate change scenarios for northern Europe from multi-model IPCC AR4 climate simulations
    • doi:101029/2005GL023401
    • Benestad, R. E., 2005: Climate change scenarios for northern Europe from multi-model IPCC AR4 climate simulations. Geophys. Res. Lett., 32, L17704, doi:10.1029/2005GL023401.
    • (2005) Geophys. Res. Lett. , vol.32 , pp. 17704
    • Benestad, R.E.1
  • 4
    • 77149155350 scopus 로고    scopus 로고
    • Downscaling precipitation extremes: Correction of analogmodels through PDF predictions
    • doi:101007/s00704-009-0158-1
    • Benestad, R. E., 2010: Downscaling precipitation extremes: Correction of analogmodels through PDF predictions. Theor. Appl.Climatol., 100, 1-21, doi:10.1007/s00704-009-0158-1.
    • (2010) Theor. Appl.Climatol. , vol.100 , pp. 1-21
    • Benestad, R.E.1
  • 5
    • 79551710693 scopus 로고    scopus 로고
    • A new global set of downscaled temperature scenarios
    • Benestad, R. E., 2011: A new global set of downscaled temperature scenarios. J. Climate, 24, 2080-2098.
    • (2011) J. Climate , vol.24 , pp. 2080-2098
    • Benestad, R.E.1
  • 6
    • 80052502102 scopus 로고    scopus 로고
    • Validation of the ENSEMBLES global climate models over southwestern Europe using probability density functions, from a downscaling perspective
    • doi:103354/cr00995.
    • Brands, S., S. Herrera, D. San-Martín, and J. M. Gutiérrez, 2011a: Validation of the ENSEMBLES global climate models over southwestern Europe using probability density functions, from a downscaling perspective. Climate Res., 48, 145-161, doi:10.3354/cr00995.
    • (2011) Climate Res. , vol.48 , pp. 145-161
    • Brands, S.1    Herrera, S.2    San-Martín, D.3    Gutiérrez, J.M.4
  • 7
    • 80052458631 scopus 로고    scopus 로고
    • Statistical downscaling of daily temperatures in the NWIberian Peninsula from global climate models: Validation and future scenarios
    • doi:103354/ cr00906.
    • Brands, S.,J.J. Taboada, A. S. Cofiño, T. Sauter, and C. Schneider, 2011b: Statistical downscaling of daily temperatures in the NWIberian Peninsula from global climate models: Validation and future scenarios. Climate Res., 48, 163-176, doi:10.3354/ cr00906.
    • (2011) Climate Res. , vol.48 , pp. 163-176
    • Brands, S.1    Taboada, J.J.2    Cofiño, A.S.3    Sauter, T.4    Schneider, C.5
  • 9
    • 0032432719 scopus 로고    scopus 로고
    • Simulation of extreme precipitation in the Rhine basin by nearest-neighbour resampling
    • Brandsma, T., and T. Buishand, 1998: Simulation of extreme precipitation in the Rhine basin by nearest-neighbour resampling. Hydrol. Earth Syst. Sci., 2, 195-209.
    • (1998) Hydrol. Earth Syst. Sci. , vol.2 , pp. 195-209
    • Brandsma, T.1    Buishand, T.2
  • 10
    • 84862008127 scopus 로고    scopus 로고
    • Downscaling extremes-An intercomparison of multiple statistical methods for present climate
    • Bürger, G., T. Q. Murdock, A. T. Werner, S. R. Sobie, and A. J. Cannon, 2012: Downscaling extremes-An intercomparison of multiple statistical methods for present climate. J. Climate, 25, 4366-4388.
    • (2012) J. Climate , vol.25 , pp. 4366-4388
    • Bürger, G.1    Murdock, T.Q.2    Werner, A.T.3    Sobie, S.R.4    Cannon, A.J.5
  • 12
    • 34247621364 scopus 로고    scopus 로고
    • Frequency of precipitation and temperature extremes over France in an anthropogenic scenario: Model results and statistical correction according to observed values
    • Déqué , M., 2007: Frequency of precipitation and temperature extremes over France in an anthropogenic scenario: Model results and statistical correction according to observed values. Global Planet. Change, 57, 16-26.
    • (2007) Global Planet. Change , vol.57 , pp. 16-26
    • Déqué, M.1
  • 13
    • 0000259511 scopus 로고    scopus 로고
    • Approximate statistical tests for comparing supervised classification learning algorithms
    • doi:101162/089976698300017197
    • Dietterich, T., 1998: Approximate statistical tests for comparing supervised classification learning algorithms. Neural Comput., 10, 1895-1923, doi:10.1162/089976698300017197.
    • (1998) Neural Comput. , vol.10 , pp. 1895-1923
    • Dietterich, T.1
  • 14
    • 34047222723 scopus 로고    scopus 로고
    • Testing statistical downscaling methods in simulated climates
    • doi:101029/2006GL027453.
    • Frías, M.D.,E.Zorita, J. Fernández, and C. Rodríguez-Puebla, 2006: Testing statistical downscaling methods in simulated climates. Geophys. Res. Lett., 33, L19807, doi:10.1029/2006GL027453.
    • (2006) Geophys. Res. Lett. , vol.33
    • Frías, M.D.1    Zorita, E.2    Fernández, J.3    Rodríguez-Puebla, C.4
  • 15
    • 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
  • 16
    • 80052272312 scopus 로고    scopus 로고
    • Climate variability and projected change in the western United States: Regional downscaling and drought statistics
    • doi:101007/s00382-010-0838-7
    • Gutzler, D. S., and T. O. Robbins, 2011: Climate variability and projected change in the western United States: Regional downscaling and drought statistics. Climate Dyn., 37, 835-849, doi:10.1007/s00382-010-0838-7.
    • (2011) Climate Dyn. , vol.37 , pp. 835-849
    • Gutzler, D.S.1    Robbins, T.O.2
  • 17
    • 80052007263 scopus 로고    scopus 로고
    • Impact of a statistical bias correction on the projected hydrological changes obtained from three GCMs and two hydrology models
    • Hagemann, S., C. Chen, J. O. Haerter, J. Heinke, D. Gerten, and C. Piani, 2011: Impact of a statistical bias correction on the projected hydrological changes obtained from three GCMs and two hydrology models. J. Hydrometeor., 12, 556-578.
    • (2011) J. Hydrometeor. , vol.12 , pp. 556-578
    • Hagemann, S.1    Chen, C.2    Haerter, J.O.3    Heinke, J.4    Gerten, D.5    Piani, C.6
  • 19
    • 33746907039 scopus 로고    scopus 로고
    • Downscaling heavy precipitation over the United Kingdom: A comparison of dynamical and statistical methods and their future scenarios
    • doi:101002/joc.1318
    • Haylock, M. R., G. C. Cawley, C. Harpham, R. L. Wilby, and C. M. Goodess, 2006: Downscaling heavy precipitation over the United Kingdom: A comparison of dynamical and statistical methods and their future scenarios. Int. J. Climatol., 26, 1397- 1415, doi:10.1002/joc.1318.
    • (2006) Int. J. Climatol. , vol.26
    • Haylock, G.C.1    Cawley, M.R.C.2    Harpham Wilby, R.L.3    Goodess, C.M.4
  • 21
    • 84855333528 scopus 로고    scopus 로고
    • Development and analysis of a 50 year high-resolution daily gridded precipitation dataset over Spain (Spain02)
    • doi:101002/joc.2256.
    • Herrera, S., J. Gutiérrez, R. Ancell, M. Pons, M. Frías, and J. Fernández, 2012: Development and analysis of a 50 year high-resolution daily gridded precipitation dataset over Spain (Spain02). Int. J. Climatol., 32, 74-85, doi:10.1002/joc.2256.
    • (2012) Int. J. Climatol. , vol.32 , pp. 74-85
    • Herrera, S.1    Gutiérrez, J.2    Ancell, R.3    Pons, M.4    Frías, M.5    Fernández, J.6
  • 22
    • 33746917488 scopus 로고    scopus 로고
    • Consensus between GCM climate change projections with empirical downscaling: Precipitation downscaling over South Africa
    • doi:101002/joc.1314.
    • Hewitson, B. C., and R. G. Crane, 2006: Consensus between GCM climate change projections with empirical downscaling: Precipitation downscaling over South Africa. Int. J. Climatol., 26, 1315-1337, doi:10.1002/joc.1314.
    • (2006) Int. J. Climatol. , vol.26 , pp. 1315-1337
    • Hewitson, B.C.1    Crane, R.G.2
  • 23
    • 0036648370 scopus 로고    scopus 로고
    • Statistical downscaling of daily temperature in central Europe
    • Huth, R., 2002: Statistical downscaling of daily temperature in central Europe. J. Climate, 15, 1731-1742.
    • (2002) J. Climate , vol.15 , pp. 1731-1742
    • Huth, R.1
  • 24
    • 1642370777 scopus 로고    scopus 로고
    • Sensitivity of local daily temperature change estimates to the selection of downscaling models and predictors
    • Huth, R., 2004: Sensitivity of local daily temperature change estimates to the selection of downscaling models and predictors. J. Climate, 17, 640-652.
    • (2004) J. Climate , vol.17 , pp. 640-652
    • Huth, R.1
  • 25
    • 0038082119 scopus 로고    scopus 로고
    • Simulation of surface air temperature by GCMs, statistical downscaling and weather generator: Higher-order statistical moments
    • doi:101023/A:1022216025554.
    • Huth, R., J. Kysely, and M. Dubrovsky, 2003: Simulation of surface air temperature by GCMs, statistical downscaling and weather generator: Higher-order statistical moments. Stud. Geophys. Geod., 47, 203-216, doi:10.1023/A:1022216025554.
    • (2003) Stud. Geophys. Geod. , vol.47 , pp. 203-216
    • Huth, R.1    Kysely, J.2    Dubrovsky, M.3
  • 26
    • 41449104988 scopus 로고    scopus 로고
    • Non-linearity in statistical downscaling: Does it bring an improvement for daily temperature in Europe? Int
    • doi:101002/ joc.1545
    • Huth, R. ,S. Kliegrova, and L. Metelka, 2008: Non-linearity in statistical downscaling: Does it bring an improvement for daily temperature in Europe? Int. J. Climatol., 28, 465-477, doi:10.1002/ joc.1545.
    • (2008) J. Climatol. , vol.28 , pp. 465-477
    • Huth, R.1    Kliegrova, S.2    Metelka, L.3
  • 27
    • 77954953995 scopus 로고    scopus 로고
    • Classifications of atmospheric circulation patterns-Theory and applications: Preface
    • doi:101016/ j.pce.2010.06.005.
    • Huth, R., C. Beck, and O. E. Tveito, 2010: Classifications of atmospheric circulation patterns-Theory and applications: Preface. Phys. Chem. Earth, 35 (9-12), 307-308, doi:10.1016/ j.pce.2010.06.005.
    • (2010) Phys. Chem. Earth , vol.35 , Issue.9-12 , pp. 307-308
    • Huth, R.1    Beck, C.2    Tveito, O.E.3
  • 28
    • 24144472251 scopus 로고    scopus 로고
    • An improvement of analog model strategy for more reliable local climate change scenarios
    • doi:101007/s00704- 005-0133-4
    • Imbert, A., and R. Benestad, 2005: An improvement of analog model strategy for more reliable local climate change scenarios. Theor. Appl. Climatol., 82, 245-255, doi:10.1007/s00704- 005-0133-4.
    • (2005) Theor. Appl. Climatol. , vol.82 , pp. 245-255
    • Imbert, A.1    Benestad, R.2
  • 29
    • 0000241853 scopus 로고
    • Deterministic nonperiodic flow
    • Lorenz, E., 1963: Deterministic nonperiodic flow. J. Atmos. Sci., 20, 130-141.
    • (1963) J. Atmos. Sci. , vol.20 , pp. 130-141
    • Lorenz, E.1
  • 30
    • 0014534148 scopus 로고
    • Atmospheric predictability as revealed by naturally occurring analogues
    • Lorenz, E., 1969: Atmospheric predictability as revealed by naturally occurring analogues. J. Atmos. Sci., 26, 636-646.
    • (1969) J. Atmos. Sci. , vol.26 , pp. 636-646
    • Lorenz, E.1
  • 31
    • 77954700859 scopus 로고    scopus 로고
    • Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user
    • doi:101029/2009RG000314
    • Maraun, D., and Coauthors, 2010: Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user. Rev. Geophys., 48, RG3003, doi:10.1029/2009RG000314.
    • (2010) Rev. Geophys. , vol.48 , pp. 3003
    • Maraun, D.Coauthors.1
  • 32
    • 23244454640 scopus 로고    scopus 로고
    • Analysis of variance of cross-validation estimators of the generalization error
    • Markatou, M.,H. Tian, S. Biswas, andG. Hripcsak, 2005: Analysis of variance of cross-validation estimators of the generalization error. J. Mach. Learn. Res., 6, 1127-1168.
    • (2005) J. Mach. Learn. Res. , vol.6 , pp. 1127-1168
    • Markatou, M.1    Tian, H.2    Biswas, S.3    Hripcsak, G.4
  • 33
    • 38849125479 scopus 로고    scopus 로고
    • Influence of similarity measures on the performance of the analog method for downscaling daily precipitation
    • doi:101007/s00382- 007-0277-2
    • Matulla, C., X. Zhang, X. L. Wang, J. Wang, E. Zorita, S. Wagner, and H. von Storch, 2008: Influence of similarity measures on the performance of the analog method for downscaling daily precipitation. Climate Dyn., 30, 133-144, doi:10.1007/s00382- 007-0277-2.
    • (2008) Climate Dyn. , vol.30 , pp. 133-144
    • Matulla, C.1    Zhang, X.2    Wang, X.L.3    Wang, J.4    Zorita, E.5    Wagner, S.6    von Storch, H.7
  • 34
    • 0024145684 scopus 로고
    • Skill scores based on the mean square error and their relationship to the correlation coefficient
    • Murphy, A., 1988: Skill scores based on the mean square error and their relationship to the correlation coefficient. Mon. Wea. Rev., 116, 2417-2424.
    • (1988) Mon. Wea. Rev. , vol.116 , pp. 2417-2424
    • Murphy, A.1
  • 35
    • 0031409050 scopus 로고    scopus 로고
    • The simulation of daily temperature time series from GCM output Part I: Comparison of model data with observations.
    • Palutikof, J., J. Winkler, C. Goodess, and J. Andresen, 1997: The simulation of daily temperature time series fromGCMoutput. Part I: Comparison of model data with observations. J. Climate, 10, 2497-2513.
    • (1997) J. Climate , vol.10 , pp. 2497-2513
    • Palutikof, J.1    Winkler, J.2    Goodess, C.3    Andresen, J.4
  • 36
    • 79952245890 scopus 로고    scopus 로고
    • Atmospheric inversion strength over polar oceans in winter regulated by sea ice
    • doi:101007/s00382-010- 0756-8.
    • Pavelsky, T., J. Boé , A. Hall, and E. Fetzer, 2011: Atmospheric inversion strength over polar oceans in winter regulated by sea ice. Climate Dyn., 36, 945-955, doi:10.1007/s00382-010- 0756-8.
    • (2011) Climate Dyn. , vol.36 , pp. 945-955
    • Pavelsky, T.1    Boé, J.2    Hall, A.3    Fetzer, E.4
  • 37
    • 78649610104 scopus 로고    scopus 로고
    • Snow trends in northern Spain: Analysis and simulation with statistical downscaling methods
    • doi:101002/joc.2016
    • Pons, N. R., D. San-Martín, S. Herrera, and J. M. Gutiérrez, 2010: Snow trends in northern Spain: Analysis and simulation with statistical downscaling methods. Int. J. Climatol., 30, 1795- 1806, doi:10.1002/joc.2016.
    • (2010) Int. J. Climatol. , vol.30
    • Pons, N.R.1    San-Martín, D.2    Herrera, S.3    Gutiérrez, J.M.4
  • 39
    • 84872913174 scopus 로고    scopus 로고
    • ENSEMBLES ECHAM5-MPI-OM SRESA1B run3, daily values: CERA-DB_ENSEMBLES_MPEH5_ SRA1B_3_D World Data Center for Climate.
    • Roeckner, E., 2008: ENSEMBLES ECHAM5-MPI-OM SRESA1B run3, daily values: CERA-DB_ENSEMBLES_MPEH5_ SRA1B_3_D. World Data Center for Climate. [Available online at http://cera-www.dkrz.de/WDCC/ui/Compact.jsp?acronym5ENSEMBLES_MPEH5_SRA1B_3_D.]
    • (2008)
    • Roeckner, E.1
  • 40
    • 53649110282 scopus 로고    scopus 로고
    • Stationarity of regression relationships: Application to empirical downscaling
    • Schmith, T., 2008: Stationarity of regression relationships: Application to empirical downscaling. J. Climate, 21, 4529-4537.
    • (2008) J. Climate , vol.21 , pp. 4529-4537
    • Schmith, T.1
  • 41
    • 80355144724 scopus 로고    scopus 로고
    • Evaluation of different downscaling techniques for hydrological climatechange impact studies at the catchment scale
    • doi:101002/joc.2256
    • Teutschbein, C., F. Wetterhall, and J. Seibert, 2011: Evaluation of different downscaling techniques for hydrological climatechange impact studies at the catchment scale. Climate Dyn., 37, 2087-2105, doi:10.1002/joc.2256.
    • (2011) Climate Dyn. , vol.37 , pp. 2087-2105
    • Teutschbein, C.1    Wetterhall, F.2    Seibert, J.3
  • 42
    • 0034797747 scopus 로고    scopus 로고
    • An analogue-based method to downscale surface air temperature: Application for Australia
    • Timbal, B., and B. McAvaney, 2001: An analogue-based method to downscale surface air temperature: Application for Australia. Climate Dyn., 17, 947-963.
    • (2001) Climate Dyn. , vol.17 , pp. 947-963
    • Timbal, B.1    McAvaney, B.2
  • 43
    • 37549036295 scopus 로고    scopus 로고
    • Future projections of winter rainfall in southeast Australia using a statistical downscaling technique
    • doi:101007/s10584-007- 9279-7
    • Timbal, B., and D. A. Jones, 2008: Future projections of winter rainfall in southeast Australia using a statistical downscaling technique. Climatic Change, 86, 165-187, doi:10.1007/s10584-007- 9279-7.
    • (2008) Climatic Change , vol.86 , pp. 165-187
    • Timbal, B.1    Jones, D.A.2
  • 44
    • 0037591733 scopus 로고    scopus 로고
    • An estimate of future climate change for western France using a statistical downscaling technique
    • doi:101007/ s00382-002-0298-9
    • Timbal, B., A. Dufour, and B. McAvaney, 2003: An estimate of future climate change for western France using a statistical downscaling technique. Climate Dyn., 20, 807-823, doi:10.1007/ s00382-002-0298-9.
    • (2003) Climate Dyn. , vol.20 , pp. 807-823
    • Timbal, B.1    Dufour, A.2    McAvaney, B.3
  • 45
    • 27144554835 scopus 로고    scopus 로고
    • The ERA-40 Re-Analysis
    • doi:101256/qj.04.176
    • Uppala, S., and Coauthors, 2005: The ERA-40 Re-Analysis. Quart. J. Roy. Meteor. Soc., 131, 2961-3012, doi:10.1256/qj.04.176. Vrac, M.,M. L. Stein, K. Hayhoe, and X.-Z. Liang, 2007:Ageneral method for validating statistical downscaling methods under future climate change. Geophys. Res. Lett., 34, L18701, doi:10.1029/2007GL030295.
    • (2005) Quart. J. Roy. Meteor. Soc. , vol.131 , pp. 2961-3012
    • Uppala, S.1
  • 46
    • 36549005078 scopus 로고    scopus 로고
    • Ageneral method for validating statistical downscaling methods under future climate change
    • doi:10.1029/2007GL030295
    • Vrac, M.,M. L. Stein, K. Hayhoe, and X.-Z. Liang, 2007:Ageneral method for validating statistical downscaling methods under future climate change. Geophys. Res. Lett., 34, L18701, doi:10.1029/2007GL030295.
    • (2007) Geophys. Res. Lett. , vol.34 , pp. 18701
    • Vrac, M.1    Stein, M.L.2    Hayhoe, K.3    Liang, X.Z.4
  • 47
    • 18844449383 scopus 로고    scopus 로고
    • Statistical precipitation downscaling in central Sweden with the analogue method
    • doi:101016/j.jhydrol.2004. 09.008
    • Wetterhall, F., S. Halldin, and C.-Y. Xu, 2005: Statistical precipitation downscaling in central Sweden with the analogue method. J. Hydrol., 306, 174-190, doi:10.1016/j.jhydrol.2004. 09.008.
    • (2005) J. Hydrol. , vol.306 , pp. 174-190
    • Wetterhall F.Halldin, S.1    Xu, C.Y.2
  • 48
    • 33750486846 scopus 로고    scopus 로고
    • Seasonality properties of four statisticaldownscaling methods in central Sweden
    • doi:101007/s00704-005-0223-3
    • Wetterhall, F.,S. Halldin, and C.-Y. Xu, 2007: Seasonality properties of four statisticaldownscaling methods in central Sweden. Theor. Appl. Climatol., 87, 123-137, doi:10.1007/s00704-005-0223-3.
    • (2007) Theor. Appl. Climatol. , vol.87 , pp. 123-137
    • Wetterhall, F.1    Halldin, S.2    Xu, C.Y.3
  • 49
    • 0032568119 scopus 로고    scopus 로고
    • Statistical downscaling of hydrometeorological variables using general circulation model output
    • Wilby, R., H. Hassan, and K. Hanaki, 1998: Statistical downscaling of hydrometeorological variables using general circulation model output. J. Hydrol., 205, 1-19.
    • (1998) J. Hydrol. , vol.205 , pp. 1-19
    • Wilby, R.1    Hassan, H.2    Hanaki, K.3
  • 50
    • 84872976913 scopus 로고    scopus 로고
    • Guidelines for use of climate scenarios developed from statistical downscaling methods
    • Wilby, R., S. Charles, E. Zorita, B. Timbal, P. Whetton, and L. Mearns, 2004: Guidelines for use of climate scenarios developed from statistical downscaling methods. 27 pp. [Available online at http://www.narccap.ucar.edu/doc/tgica-guidance-2004.pdf.]
    • (2004) , pp. 27
    • Wilby, R.1    Charles, S.2    Zorita, E.3    Timbal, B.4    Whetton, P.5    Mearns, L.6
  • 52
    • 0033172665 scopus 로고    scopus 로고
    • The analog method as a simple statistical downscaling technique: Comparison with more complicated methods
    • Zorita, E., and H. von Storch, 1999: The analog method as a simple statistical downscaling technique: Comparison with more complicated methods. J. Climate, 12, 2474-2489.
    • (1999) J. Climate , vol.12 , pp. 2474-2489
    • Zorita, E.1    von Storch, H.2


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