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Volumn 28, Issue 17, 2015, Pages 6938-6959

Bias correction of GCM precipitation by quantile mapping: How well do methods preserve changes in quantiles and extremes?

Author keywords

Bias; Climate models; Extreme events; Precipitation; Statistical techniques; Trends

Indexed keywords

CONFORMAL MAPPING; PRECIPITATION (CHEMICAL); RAIN;

EID: 84945958945     PISSN: 08948755     EISSN: None     Source Type: Journal    
DOI: 10.1175/JCLI-D-14-00754.1     Document Type: Article
Times cited : (925)

References (71)
  • 1
    • 0030434786 scopus 로고    scopus 로고
    • Regional rainfall distribution for Canada
    • Adamowski, K., Y. Alila, and P. J. Pilon, 1996: Regional rainfall distribution for Canada. Atmos. Res., 42, 75-88, doi:10.1016/0169-8095(95)00054-2.
    • (1996) Atmos. Res , vol.42 , pp. 75-88
    • Adamowski, K.1    Alila, Y.2    Pilon, P.J.3
  • 2
    • 0033611328 scopus 로고    scopus 로고
    • A hierarchical approach for the regionalization of precipitation annual maxima in Canada
    • Alila, Y., 1999: A hierarchical approach for the regionalization of precipitation annual maxima in Canada. J. Geophys. Res., 104 (D24), 31645-31655, doi:10.1029/1999JD900764.
    • (1999) J. Geophys. Res , vol.104 , Issue.D24 , pp. 31645-31655
    • Alila, Y.1
  • 3
    • 79952655588 scopus 로고    scopus 로고
    • Carbon emission limits required to satisfy future representative concentration pathways of greenhouse gases
    • Arora, V., and Coauthors, 2011: Carbon emission limits required to satisfy future representative concentration pathways of greenhouse gases. Geophys. Res. Lett., 38, L05805, doi:10.1029/2010GL046270.
    • (2011) Geophys. Res. Lett , vol.38
    • Arora, V.1
  • 4
    • 84874591425 scopus 로고    scopus 로고
    • Strong increase in convective precipitation in response to higher temperatures
    • Berg, P., C. Moseley, and J. O. Haerter, 2013: Strong increase in convective precipitation in response to higher temperatures. Nat. Geosci., 6, 181-185, doi:10.1038/ngeo1731.
    • (2013) Nat. Geosci , vol.6 , pp. 181-185
    • Berg, P.1    Moseley, C.2    Haerter, J.O.3
  • 5
    • 35348937205 scopus 로고    scopus 로고
    • Statistical and dynamical downscaling of the Seine basin climate for hydro-meteorological studies
    • Boé, J., L. Terray, F. Habets, and E. Martin, 2007: Statistical and dynamical downscaling of the Seine basin climate for hydro-meteorological studies. Int. J. Climatol., 27, 1643-1655, doi:10.1002/joc.1602.
    • (2007) Int. J. Climatol , vol.27 , pp. 1643-1655
    • Boé, J.1    Terray, L.2    Habets, F.3    Martin, E.4
  • 6
    • 84945962591 scopus 로고    scopus 로고
    • Pacific Climate Impacts Consortium, R package version 1.1-1
    • Bronaugh, D., 2014: climdex.pcic: PCIC implementation of Climdex routines. Pacific Climate Impacts Consortium, R package version 1.1-1 [Available online at http://CRAN.R-project.org/package5climdex.pcic.]
    • (2014) climdex.pcic: PCIC implementation of Climdex routines
    • Bronaugh, D.1
  • 7
    • 80055044165 scopus 로고    scopus 로고
    • Estimates of future flow, including extremes, of the Columbia River headwaters
    • Bürger, G., J. Schulla, and A. Werner, 2011: Estimates of future flow, including extremes, of the Columbia River headwaters. Water Resour. Res., 47, W10520, doi:10.1029/2010WR009716.
    • (2011) Water Resour. Res , vol.47
    • Bürger, G.1    Schulla, J.2    Werner, A.3
  • 8
    • 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, doi:10.1175/JCLI-D-11-00408.1.
    • (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
  • 9
    • 84878153131 scopus 로고    scopus 로고
    • Downscaling extremes: An intercomparison of multiple methodsforfutureclimate
    • Bürger, G., S. R. Sobie, A. J. Cannon, A. T. Werner, and T. Q. Murdock, 2013: Downscaling extremes: An intercomparison of multiple methodsforfutureclimate.J.Climate, 26, 3429-3449, doi:10.1175/JCLI-D-12-00249.1.
    • (2013) J.Climate , vol.26 , pp. 3429-3449
    • Bürger, G.1    Sobie, S.R.2    Cannon, A.J.3    Werner, A.T.4    Murdock, T.Q.5
  • 10
    • 65349098924 scopus 로고    scopus 로고
    • Probabilistic multisite precipitation downscaling by an expanded Bernoulli-gamma density network
    • Cannon, A. J., 2008: Probabilistic multisite precipitation downscaling by an expanded Bernoulli-gamma density network. J. Hydrometeor., 9, 1284-1300, doi:10.1175/2008JHM960.1.
    • (2008) J. Hydrometeor , vol.9 , pp. 1284-1300
    • Cannon, A.J.1
  • 11
    • 77949600582 scopus 로고    scopus 로고
    • A flexible nonlinear modelling framework for nonstationary generalized extreme value analysis in hydroclimatology
    • Cannon, A. J., 2010: A flexible nonlinear modelling framework for nonstationary generalized extreme value analysis in hydroclimatology. Hydrol. Processes, 24, 673-685, doi:10.1002/hyp.7506.
    • (2010) Hydrol. Processes , vol.24 , pp. 673-685
    • Cannon, A.J.1
  • 12
    • 79952755477 scopus 로고    scopus 로고
    • Quantile regression neural networks: Implementation in R and application to precipitation downscaling
    • Cannon, A. J., 2011: Quantile regression neural networks: Implementation in R and application to precipitation downscaling. Comput. Geosci., 37, 1277-1284, doi:10.1016/j.cageo.2010.07.005.
    • (2011) Comput. Geosci , vol.37 , pp. 1277-1284
    • Cannon, A.J.1
  • 13
    • 84857915115 scopus 로고    scopus 로고
    • Neural networks for probabilistic environmental pred iction: Conditional Density Estimation Network Creation and Evaluation (CaDENCE) in R
    • Cannon, A. J., 2012: Neural networks for probabilistic environmental pred iction: Conditional Density Estimation Network Creation and Evaluation (CaDENCE) in R. Comput. Geosci., 41, 126-135, doi:10.1016/j.cageo.2011.08.023.
    • (2012) Comput. Geosci , vol.41 , pp. 126-135
    • Cannon, A.J.1
  • 14
    • 84922889155 scopus 로고    scopus 로고
    • An intercomparison of regional and at-site rainfall extreme value analysesin southern British Columbia, Canada
    • Cannon, A. J., 2015a: An intercomparison of regional and at-site rainfall extreme value analysesin southern British Columbia, Canada. Can. J. Civ. Eng., 42, 107-119, doi:10.1139/cjce-2014-0361.
    • (2015) Can. J. Civ. Eng , vol.42 , pp. 107-119
    • Cannon, A.J.1
  • 15
    • 84945443155 scopus 로고    scopus 로고
    • Revisiting the nonlinear relationship between ENSO and winter extreme station precipitation in North America
    • in press
    • Cannon, A. J., 2015b: Revisiting the nonlinear relationship between ENSO and winter extreme station precipitation in North America. Int. J. Climatol.,. doi:10.1002/joc.4263,inpress.
    • (2015) Int. J. Climatol
    • Cannon, A.J.1
  • 16
    • 84880380772 scopus 로고    scopus 로고
    • Finding appropriate bias correction methods in downscaling precipitation for hydrologic impact studies over North America
    • Chen, J., F.P.Brissette, D.Chaumont, andM.Braun, 2013:Finding appropriate bias correction methods in downscaling precipitation for hydrologic impact studies over North America. Water Resour. Res., 49, 4187-4205, doi:10.1002/wrcr.20331.
    • (2013) Water Resour. Res , vol.49 , pp. 4187-4205
    • Chen, J.1    Brissette, F.P.2    Chaumont, D.3    Braun, M.4
  • 18
    • 84856237422 scopus 로고    scopus 로고
    • Uncertainty in climate change projections: The role of internal variability
    • Deser, C., A. Phillips, V. Bourdette, and H. Teng, 2012: Uncertainty in climate change projections: The role of internal variability. Climate Dyn., 38, 527-546, doi:10.1007/s00382-010-0977-x.
    • (2012) Climate Dyn , vol.38 , pp. 527-546
    • Deser, C.1    Phillips, A.2    Bourdette, V.3    Teng, H.4
  • 19
    • 84862751940 scopus 로고    scopus 로고
    • Skill, correction, and downscaling of GCM-simulated precipitation
    • Eden, J. M., M. Widmann, D. Grawe, and S. Rast, 2012: Skill, correction, and downscaling of GCM-simulated precipitation. J. Climate, 25, 3970-3984, doi:10.1175/JCLI-D-11-00254.1.
    • (2012) J. Climate , vol.25 , pp. 3970-3984
    • Eden, J.M.1    Widmann, M.2    Grawe, D.3    Rast, S.4
  • 20
    • 84869439488 scopus 로고    scopus 로고
    • HESS opinions: "Should we apply bias correction to global and regional climate model data?" Hydrol
    • Ehret, U., E. Zehe, V. Wulfmeyer, K. Warrach-Sagi, and J. Liebert, 2012: HESS opinions: "Should we apply bias correction to global and regional climate model data?" Hydrol. Earth Syst. Sci., 16, 3391-3404, doi:10.5194/hess-16-3391-2012.
    • (2012) Earth Syst. Sci , vol.16 , pp. 3391-3404
    • Ehret, U.1    Zehe, E.2    Wulfmeyer, V.3    Warrach-Sagi, K.4    Liebert, J.5
  • 21
    • 0004985014 scopus 로고
    • A review of the fundamental concepts of measurement
    • Finkelstein, L., and M. Leaning, 1984: A review of the fundamental concepts of measurement. Measurement, 2, 25-34, doi:10.1016/0263-2241(84)90020-4.
    • (1984) Measurement , vol.2 , pp. 25-34
    • Finkelstein, L.1    Leaning, M.2
  • 23
    • 79958294849 scopus 로고    scopus 로고
    • The Community Climate System Model version 4
    • Gent, P. R., and Coauthors, 2011: The Community Climate System Model version 4. J. Climate, 24, 4973-4991, doi:10.1175/2011JCLI4083.1.
    • (2011) J. Climate , vol.24 , pp. 4973-4991
    • Gent, P.R.1
  • 25
    • 84867553702 scopus 로고    scopus 로고
    • Technical note: Downscaling RCM precipitation to the station scale using statistical transformations-A comparison of methods
    • Gudmundsson, L., J. Bremnes, J. Haugen, and T. Engen-Skaugen, 2012: Technical note: Downscaling RCM precipitation to the station scale using statistical transformations-A comparison of methods. Hydrol. Earth Syst. Sci., 16, 3383-3390, doi:10.5194/hess-16-3383-2012.
    • (2012) Hydrol. Earth Syst. Sci , vol.16 , pp. 3383-3390
    • Gudmundsson, L.1    Bremnes, J.2    Haugen, J.3    Engen-Skaugen, T.4
  • 26
    • 84918803109 scopus 로고    scopus 로고
    • An intercomparison of statistical downscaling methods used for water resource assessments in the United States
    • Gutmann, E., T. Pruitt, M. P. Clark, L. Brekke, J. R. Arnold, D. A. Raff, and R. M. Rasmussen, 2014: An intercomparison of statistical downscaling methods used for water resource assessments in the United States. Water Resour. Res., 50, 7167-7186, doi:10.1002/2014WR015559.
    • (2014) Water Resour. Res , vol.50 , pp. 7167-7186
    • Gutmann, E.1    Pruitt, T.2    Clark, M.P.3    Brekke, L.4    Arnold, J.R.5    Raff, D.A.6    Rasmussen, R.M.7
  • 27
    • 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, doi:10.1175/2011JHM1336.1.
    • (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
  • 28
    • 84891926686 scopus 로고    scopus 로고
    • A trend-preserving bias correction-The ISI-MIP approach
    • Hempel, S., K. Frieler, L. Warszawski, J. Schewe, and F. Piontek, 2013: A trend-preserving bias correction-The ISI-MIP approach. Earth System Dyn., 4, 219-236, doi:10.5194/esd-4-219-2013.
    • (2013) Earth System Dyn , vol.4 , pp. 219-236
    • Hempel, S.1    Frieler, K.2    Warszawski, L.3    Schewe, J.4    Piontek, F.5
  • 29
    • 80052354961 scopus 로고    scopus 로고
    • Impact of aligning climatological day on gridding daily maximum-minimum temperature and precipitation over Canada
    • Hopkinson, R. F., D. W. McKenney, E. J. Milewska, M. F. Hutchinson, P. Papadopol, and L. A. Vincent, 2011: Impact of aligning climatological day on gridding daily maximum-minimum temperature and precipitation over Canada. J. Appl. Meteor. Climatol., 50, 1654-1665, doi:10.1175/2011JAMC2684.1.
    • (2011) J. Appl. Meteor. Climatol , vol.50 , pp. 1654-1665
    • Hopkinson, R.F.1    McKenney, D.W.2    Milewska, E.J.3    Hutchinson, M.F.4    Papadopol, P.5    Vincent, L.A.6
  • 30
    • 84954216157 scopus 로고    scopus 로고
    • Climate Change 2013: The Physical Science Basis, T. F. Stocker et al., Eds., Cambridge University Press
    • IPCC, 2013: Annex I: Atlas of global and regional climate projections (and RCP8.5 supplementary material). Climate Change 2013: The Physical Science Basis, T. F. Stocker et al., Eds., Cambridge University Press, 1311-1393. [Available online at http://www.climatechange2013.org/report/full-report/.]
    • (2013) Annex I: Atlas of global and regional climate projections (and RCP8.5 supplementary material) , pp. 1311-1393
  • 31
    • 84903462099 scopus 로고    scopus 로고
    • Heavier summer downpours with climate change revealed by weather forecast resolution model
    • Kendon, E. J., N. M. Roberts, H. J. Fowler, M. J. Roberts, S. C. Chan, and C. A. Senior, 2014: Heavier summer downpours with climate change revealed by weather forecast resolution model. Nat. Climate Change, 4, 570-576, doi:10.1038/nclimate2258.
    • (2014) Nat. Climate Change , vol.4 , pp. 570-576
    • Kendon, E.J.1    Roberts, N.M.2    Fowler, H.J.3    Roberts, M.J.4    Chan, S.C.5    Senior, C.A.6
  • 32
    • 34247640720 scopus 로고    scopus 로고
    • Changes in temperature and precipitation extremes in the IPCC ensemble of global coupled model simulations
    • Kharin, V. V., F. W. Zwiers, X. Zhang, and G. C. Hegerl, 2007: Changes in temperature and precipitation extremes in the IPCC ensemble of global coupled model simulations. J. Climate, 20, 1419-1444, doi:10.1175/JCLI4066.1.
    • (2007) J. Climate , vol.20 , pp. 1419-1444
    • Kharin, V.V.1    Zwiers, F.W.2    Zhang, X.3    Hegerl, G.C.4
  • 33
    • 84879189415 scopus 로고    scopus 로고
    • Changes in temperature and precipitation extremes in the CMIP5 ensemble
    • Kharin, V. V., F. W. Zwiers, X. Zhang, and M. Wehner, 2013: Changes in temperature and precipitation extremes in the CMIP5 ensemble. Climatic Change, 119, 345-357, doi:10.1007/s10584-013-0705-8.
    • (2013) Climatic Change , vol.119 , pp. 345-357
    • Kharin, V.V.1    Zwiers, F.W.2    Zhang, X.3    Wehner, M.4
  • 34
    • 0028561787 scopus 로고
    • Quantile spline models for global temperature change
    • Koenker, R., and F. Schorfheide, 1994: Quantile spline models for global temperature change. Climatic Change, 28, 395-404, doi:10.1007/BF01104081.
    • (1994) Climatic Change , vol.28 , pp. 395-404
    • Koenker, R.1    Schorfheide, F.2
  • 35
    • 3342973898 scopus 로고    scopus 로고
    • Statistics of extremes and estimation of extreme rainfall: I. Theoretical investigation
    • Koutsoyiannis, D., 2004: Statistics of extremes and estimation of extreme rainfall: I. Theoretical investigation. Hydrol. Sci. J., 49, 575-590, doi:10.1623/hysj.49.4.575.54430.
    • (2004) Hydrol. Sci. J , vol.49 , pp. 575-590
    • Koutsoyiannis, D.1
  • 36
    • 84919952787 scopus 로고    scopus 로고
    • Joint bias correction of temperature and precipitation in climate model simulations
    • Li, C., E. Sinha, D. E. Horton, N. S. Diffenbaugh, and A. M. Michalak, 2014: Joint bias correction of temperature and precipitation in climate model simulations. J. Geophys. Res. Atmos., 119, 13 153-13 162, doi:10.1002/2014JD022514.
    • (2014) J. Geophys. Res. Atmos , vol.119 , pp. 13153-13162
    • Li, C.1    Sinha, E.2    Horton, D.E.3    Diffenbaugh, N.S.4    Michalak, A.M.5
  • 37
    • 77953164563 scopus 로고    scopus 로고
    • Bias correction of monthly precipitation and temperature fields from Intergovernmental Panel on Climate Change AR4 models using equidistant quantile matching
    • Li, H., J. Sheffield, and E. F. Wood, 2010: Bias correction of monthly precipitation and temperature fields from Intergovernmental Panel on Climate Change AR4 models using equidistant quantile matching. J. Geophys. Res., 115, D10101, doi:10.1029/2009JD012882.
    • (2010) J. Geophys. Res , vol.115
    • Li, H.1    Sheffield, J.2    Wood, E.F.3
  • 38
    • 84859317391 scopus 로고    scopus 로고
    • Nonstationarities of regional climate model biases in European seasonal mean temperature and precipitation sums
    • Maraun, D., 2012: Nonstationarities of regional climate model biases in European seasonal mean temperature and precipitation sums. Geophys. Res. Lett., 39, L06706, doi:10.1029/2012GL051210.
    • (2012) Geophys. Res. Lett , vol.39
    • Maraun, D.1
  • 39
    • 84875831073 scopus 로고    scopus 로고
    • Bias correction, quantile mapping, and downscaling: Revisiting the inflation issue
    • Maraun, D., 2013: Bias correction, quantile mapping, and downscaling: Revisiting the inflation issue. J. Climate, 26, 2137-2143, doi:10.1175/JCLI-D-12-00821.1.
    • (2013) J. Climate , vol.26 , pp. 2137-2143
    • Maraun, D.1
  • 40
    • 84945935409 scopus 로고    scopus 로고
    • The representation of location by regional climate models in complex terrain
    • Maraun, D., and M. Widmann, 2015: The representation of location by regional climate models in complex terrain. Hydrol. Earth Syst. Sci. Discuss., 12, 3011-3028, doi:10.5194/hessd-12-3011-2015.
    • (2015) Hydrol. Earth Syst. Sci. Discuss , vol.12 , pp. 3011-3028
    • Maraun, D.1    Widmann, M.2
  • 41
    • 77954700859 scopus 로고    scopus 로고
    • Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user
    • 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
    • Maraun, D.1
  • 42
    • 0034019933 scopus 로고    scopus 로고
    • Generalized maximumlikelihood generalized extreme-value quantile estimators for hydrologic data
    • Martins, E. S., and J. R. Stedinger, 2000: Generalized maximumlikelihood generalized extreme-value quantile estimators for hydrologic data. Water Resour. Res., 36, 737-744, doi:10.1029/1999WR900330.
    • (2000) Water Resour. Res , vol.36 , pp. 737-744
    • Martins, E.S.1    Stedinger, J.R.2
  • 43
    • 60749096783 scopus 로고    scopus 로고
    • Utility of daily vs. monthly large-scale climate data: An intercomparison of two statistical downscaling methods
    • Maurer, E. P., and H. Hidalgo, 2008: Utility of daily vs. monthly large-scale climate data: An intercomparison of two statistical downscaling methods. Hydrol. Earth Syst. Sci., 12, 551-563, doi:10.5194/hess-12-551-2008.
    • (2008) Hydrol. Earth Syst. Sci , vol.12 , pp. 551-563
    • Maurer, E.P.1    Hidalgo, H.2
  • 44
    • 84896780971 scopus 로고    scopus 로고
    • Bias correction can modify climate model simulated precipitation changes without adverse effect on the ensemble mean
    • Maurer, E. P., and D. W. Pierce, 2014: Bias correction can modify climate model simulated precipitation changes without adverse effect on the ensemble mean. Hydrol. Earth Syst. Sci., 18, 915-925, doi:10.5194/hess-18-915-2014.
    • (2014) Hydrol. Earth Syst. Sci , vol.18 , pp. 915-925
    • Maurer, E.P.1    Pierce, D.W.2
  • 45
    • 77954224193 scopus 로고    scopus 로고
    • The utility of daily large-scale climate data in the assessment of climate change impacts on daily streamflow in California
    • Maurer, E. P., H. Hidalgo, T. Das, M. Dettinger, and D. Cayan, 2010: The utility of daily large-scale climate data in the assessment of climate change impacts on daily streamflow in California. Hydrol. Earth Syst. Sci., 14, 1125-1138, doi:10.5194/hess-14-1125-2010.
    • (2010) Hydrol. Earth Syst. Sci , vol.14 , pp. 1125-1138
    • Maurer, E.P.1    Hidalgo, H.2    Das, T.3    Dettinger, M.4    Cayan, D.5
  • 46
    • 84855812892 scopus 로고    scopus 로고
    • Customized spatial climate models for North America
    • McKenney, D. W., and Coauthors, 2011: Customized spatial climate models for North America. Bull. Amer. Meteor. Soc., 92, 1611-1622, doi:10.1175/2011BAMS3132.1.
    • (2011) Bull. Amer. Meteor. Soc , vol.92 , pp. 1611-1622
    • McKenney, D.W.1
  • 47
    • 84866986922 scopus 로고    scopus 로고
    • The North American Regional Climate Change Assessment Program: Overview of phase I results
    • Mearns, L. O., and Coauthors, 2012: The North American Regional Climate Change Assessment Program: Overview of phase I results. Bull. Amer. Meteor. Soc., 93, 1337-1362, doi:10.1175/BAMS-D-11-00223.1.
    • (2012) Bull. Amer. Meteor. Soc , vol.93 , pp. 1337-1362
    • Mearns, L.O.1
  • 48
    • 84879119684 scopus 로고    scopus 로고
    • On the need for bias correction in regional climate scenarios to assess climate change impacts on river runoff
    • Muerth, M., and Coauthors, 2013: On the need for bias correction in regional climate scenarios to assess climate change impacts on river runoff. Hydrol. Earth Syst. Sci., 17, 1189-1204, doi:10.5194/hess-17-1189-2013.
    • (2013) Hydrol. Earth Syst. Sci , vol.17 , pp. 1189-1204
    • Muerth, M.1
  • 49
    • 84867023704 scopus 로고    scopus 로고
    • Sensitivity of tropical precipitation extremes to climate change
    • O'Gorman, P. A., 2012: Sensitivity of tropical precipitation extremes to climate change. Nat. Geosci., 5, 697-700, doi:10.1038/ngeo1568.
    • (2012) Nat. Geosci , vol.5 , pp. 697-700
    • O'Gorman, P.A.1
  • 50
    • 77951885753 scopus 로고    scopus 로고
    • How closely do changes in surface and column water vapor follow Clausius-Clapeyron scaling in climate change simulations?
    • O'Gorman, and C. Muller, 2010: How closely do changes in surface and column water vapor follow Clausius-Clapeyron scaling in climate change simulations? Environ. Res. Lett., 5, 025207, doi:10.1088/1748-9326/5/2/025207.
    • (2010) Environ. Res. Lett , vol.5
    • O'Gorman, P.A.1    Muller, C.2
  • 51
    • 62849089882 scopus 로고    scopus 로고
    • Applying climate model precipitation scenarios for urban hydrological assessment: A case study in Kalmar City, Sweden
    • Olsson, J., K. Berggren, M. Olofsson, and M. Viklander, 2009: Applying climate model precipitation scenarios for urban hydrological assessment: A case study in Kalmar City, Sweden. Atmos. Res., 92, 364-375, doi:10.1016/j.atmosres.2009.01.015.
    • (2009) Atmos. Res , vol.92 , pp. 364-375
    • Olsson, J.1    Berggren, K.2    Olofsson, M.3    Viklander, M.4
  • 52
    • 84874501165 scopus 로고    scopus 로고
    • Battle of extreme value distributions: A global survey on extreme daily rainfall
    • Papalexiou, S. M., and D. Koutsoyiannis, 2013: Battle of extreme value distributions: A global survey on extreme daily rainfall. Water Resour. Res., 49, 187-201, doi:10.1029/2012WR012557.
    • (2013) Water Resour. Res , vol.49 , pp. 187-201
    • Papalexiou, S.M.1    Koutsoyiannis, D.2
  • 53
    • 84919480153 scopus 로고    scopus 로고
    • Assessing atmospheric bias correction for dynamical consistency using potential vorticity
    • Rocheta, E., J. P. Evans, and A. Sharma, 2014: Assessing atmospheric bias correction for dynamical consistency using potential vorticity. Environ. Res. Lett., 9, 124010, doi:10.1088/1748-9326/9/12/124010.
    • (2014) Environ. Res. Lett , vol.9
    • Rocheta, E.1    Evans, J.P.2    Sharma, A.3
  • 54
    • 84878120039 scopus 로고    scopus 로고
    • Climate extremes indices in the CMIP5 multimodel ensemble: Part 1. Model evaluation in the present climate
    • Sillmann, J., V. Kharin, X. Zhang, F. Zwiers, and D. Bronaugh, 2013: Climate extremes indices in the CMIP5 multimodel ensemble: Part 1. Model evaluation in the present climate. J. Geophys. Res. Atmos., 118, 1716-1733, doi:10.1002/jgrd.50203.
    • (2013) J. Geophys. Res. Atmos , vol.118 , pp. 1716-1733
    • Sillmann, J.1    Kharin, V.2    Zhang, X.3    Zwiers, F.4    Bronaugh, D.5
  • 55
    • 3242809329 scopus 로고
    • Coefficients for debiasing forecasts
    • Stewart, T. R., and P. Reagan-Cirincione, 1991: Coefficients for debiasing forecasts. Mon. Wea. Rev., 119, 2047-2051,. doi:10.1175/1520-0493(1991)119,<2047:CFDF>2.0.CO;2.
    • (1991) Mon. Wea. Rev , vol.119 , pp. 2047-2051
    • Stewart, T.R.1    Reagan-Cirincione, P.2
  • 56
    • 84883148510 scopus 로고    scopus 로고
    • An asynchronous regional regression model for statistical downscaling of daily climate variables
    • Stoner, A. M., K. Hayhoe, X. Yang, and D. J. Wuebbles, 2013: An asynchronous regional regression model for statistical downscaling of daily climate variables. Int. J. Climatol., 33, 2473-2494, doi:10.1002/joc.3603.
    • (2013) Int. J. Climatol , vol.33 , pp. 2473-2494
    • Stoner, A.M.1    Hayhoe, K.2    Yang, X.3    Wuebbles, D.J.4
  • 57
    • 84932176777 scopus 로고    scopus 로고
    • Inter-comparison of statistical downscaling methods for projection of extreme precipitation in Europe
    • Sunyer, M. A., and Coauthors, 2014: Inter-comparison of statistical downscaling methods for projection of extreme precipitation in Europe. Hydrol. Earth Syst. Sci. Discuss., 11, 6167-6214, doi:10.5194/hessd-11-6167-2014.
    • (2014) Hydrol. Earth Syst. Sci. Discuss , vol.11 , pp. 6167-6214
    • Sunyer, M.A.1
  • 58
    • 84860684669 scopus 로고    scopus 로고
    • An overview of CMIP5 and the experiment design
    • Taylor, K. E., R. J. Stouffer, and G. A. Meehl, 2012: An overview of CMIP5 and the experiment design. Bull. Amer. Meteor. Soc., 93, 485-498, doi:10.1175/BAMS-D-11-00094.1.
    • (2012) Bull. Amer. Meteor. Soc , vol.93 , pp. 485-498
    • Taylor, K.E.1    Stouffer, R.J.2    Meehl, G.A.3
  • 59
    • 84885123950 scopus 로고    scopus 로고
    • How does a regional climate model modify the projected climate change signal of the driving GCM: A study over different CORDEX regions using REMO
    • Teichmann, C., and Coauthors, 2013: How does a regional climate model modify the projected climate change signal of the driving GCM: A study over different CORDEX regions using REMO. Atmosphere, 4, 214-236, doi:10.3390/atmos4020214.
    • (2013) Atmosphere , vol.4 , pp. 214-236
    • Teichmann, C.1
  • 60
    • 84922495757 scopus 로고    scopus 로고
    • How does bias correction of regional climate model precipitation affect modelled runoff?
    • Teng, J., N. Potter, F. Chiew, L. Zhang, B. Wang, J. Vaze, and J. Evans, 2015: How does bias correction of regional climate model precipitation affect modelled runoff? Hydrol. Earth Syst. Sci., 19, 711-728, doi:10.5194/hess-19-711-2015.
    • (2015) Hydrol. Earth Syst. Sci , vol.19 , pp. 711-728
    • Teng, J.1    Potter, N.2    Chiew, F.3    Zhang, L.4    Wang, B.5    Vaze, J.6    Evans, J.7
  • 61
    • 84864361017 scopus 로고    scopus 로고
    • Bias correction of regional climate model simulations for hydrological climate-change impact studies: Review and evaluation of different methods
    • Teutschbein, C., and J. Seibert, 2012: Bias correction of regional climate model simulations for hydrological climate-change impact studies: Review and evaluation of different methods. J. Hydrol., 456-457, 12-29, doi:10.1016/j.jhydrol.2012.05.052.
    • (2012) J. Hydrol , vol.456-457 , pp. 12-29
    • Teutschbein, C.1    Seibert, J.2
  • 62
    • 84857437286 scopus 로고    scopus 로고
    • Empiricalstatistical downscaling and error correction of regional climate models and its impact on the climate change signal
    • Themeßl, M. J., A. Gobiet, and G. Heinrich, 2012: Empiricalstatistical downscaling and error correction of regional climate models and its impact on the climate change signal. Climatic Change, 112, 449-468, doi:10.1007/s10584-011-0224-4.
    • (2012) Climatic Change , vol.112 , pp. 449-468
    • Themeßl, M.J.1    Gobiet, A.2    Heinrich, G.3
  • 63
    • 80053903024 scopus 로고    scopus 로고
    • The representative concentration pathways: An overview
    • van Vuuren, D. P., and Coauthors, 2011: The representative concentration pathways: An overview. Climatic Change, 109, 5-31, doi:10.1007/s10584-011-0148-z.
    • (2011) Climatic Change , vol.109 , pp. 5-31
    • van Vuuren, D.P.1
  • 64
    • 84920271674 scopus 로고    scopus 로고
    • Multivariate-intervariable, spatial, and temporal-bias correction
    • Vrac, M., and P. Friederichs, 2015: Multivariate-intervariable, spatial, and temporal-bias correction. J. Climate, 28, 218-237, doi:10.1175/JCLI-D-14-00059.1.
    • (2015) J. Climate , vol.28 , pp. 218-237
    • Vrac, M.1    Friederichs, P.2
  • 65
    • 84892729403 scopus 로고    scopus 로고
    • Equiratio cumulative distribution function matching as an improvement to the equidistant approach in bias correction of precipitation
    • Wang, L., and W. Chen, 2014: Equiratio cumulative distribution function matching as an improvement to the equidistant approach in bias correction of precipitation. Atmos. Sci. Lett., 15, 1-6, doi:10.1002/asl2.454.
    • (2014) Atmos. Sci. Lett , vol.15 , pp. 1-6
    • Wang, L.1    Chen, W.2
  • 66
    • 78650547976 scopus 로고    scopus 로고
    • Improved climate simulation by MIROC5: Mean states, variability, and climate sensitivity
    • Watanabe, M., and Coauthors, 2010: Improved climate simulation by MIROC5: Mean states, variability, and climate sensitivity. J. Climate, 23, 6312-6335, doi:10.1175/2010JCLI3679.1.
    • (2010) J. Climate , vol.23 , pp. 6312-6335
    • Watanabe, M.1
  • 67
    • 84878976915 scopus 로고    scopus 로고
    • Global increasing trends in annual maximum daily precipitation
    • Westra, S., L. V. Alexander, and F. W. Zwiers, 2013: Global increasing trends in annual maximum daily precipitation. J. Climate, 26, 3904-3918, doi:10.1175/JCLI-D-12-00502.1.
    • (2013) J. Climate , vol.26 , pp. 3904-3918
    • Westra, S.1    Alexander, L.V.2    Zwiers, F.W.3
  • 68
    • 84906439589 scopus 로고    scopus 로고
    • Future changes to the intensity and frequency of short-duration extreme rainfall
    • Westra, S., and Coauthors, 2014: Future changes to the intensity and frequency of short-duration extreme rainfall. Rev. Geophys., 52, 522-555, doi:10.1002/2014RG000464.
    • (2014) Rev. Geophys , vol.52 , pp. 522-555
    • Westra, S.1
  • 69
    • 79955631899 scopus 로고    scopus 로고
    • Statistical precipitation downscaling for small-scale hydrological impact investigations of climate change
    • Willems, P., and M. Vrac, 2011: Statistical precipitation downscaling for small-scale hydrological impact investigations of climate change. J. Hydrol., 402, 193-205, doi:10.1016/j.jhydrol.2011.02.030.
    • (2011) J. Hydrol , vol.402 , pp. 193-205
    • Willems, P.1    Vrac, M.2
  • 70
    • 1542381343 scopus 로고    scopus 로고
    • Hydrologic implications of dynamical and statistical approaches to downscaling climate model outputs
    • Wood, A. W., L. R. Leung, V. Sridhar, and D. Lettenmaier, 2004: Hydrologic implications of dynamical and statistical approaches to downscaling climate model outputs. Climatic Change, 62, 189-216, doi:10.1023/B:CLIM.0000013685.99609.9e.
    • (2004) Climatic Change , vol.62 , pp. 189-216
    • Wood, A.W.1    Leung, L.R.2    Sridhar, V.3    Lettenmaier, D.4


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