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Volumn 16, Issue 6, 2015, Pages 2421-2442

Improved bias correction techniques for hydrological simulations of climate change

Author keywords

Atmosphere land interaction; Bias; Climate change; Hydrometeorology; Mathematical and statistical techniques; Model errors; Models and modeling; Physical Meteorology and Climatology; Statistical techniques

Indexed keywords

CLIMATE CHANGE; CLIMATE EFFECT; CLIMATE MODELING; COMPUTER SIMULATION; ERROR CORRECTION; HYDROLOGICAL MODELING; HYDROLOGICAL RESPONSE; HYDROMETEOROLOGY; NUMERICAL MODEL; SAMPLING BIAS;

EID: 84950124818     PISSN: 1525755X     EISSN: 15257541     Source Type: Journal    
DOI: 10.1175/JHM-D-14-0236.1     Document Type: Article
Times cited : (245)

References (34)
  • 1
    • 33646451521 scopus 로고    scopus 로고
    • Precipitation characteristics in eighteen coupled climate models
    • Dai, A., 2006: Precipitation characteristics in eighteen coupled climate models. J. Climate, 19, 4605-4630, doi:10.1175/JCLI3884.1.
    • (2006) J. Climate , vol.19 , pp. 4605-4630
    • Dai, A.1
  • 2
    • 0028552275 scopus 로고
    • A statistical-topographic model for mapping climatological precipitation over mountainous terrain
    • Daly, C., R. P. Neilson, and D. L. Phillips, 1994: A statistical-topographic model for mapping climatological precipitation over mountainous terrain. J. Appl. Meteor., 33, 140-158, doi:10.1175/1520-0450(1994)033<0140:ASTMFM>2.0.CO;2.
    • (1994) J. Appl. Meteor , vol.33 , pp. 140-158
    • Daly, C.1    Neilson, R.P.2    Phillips, D.L.3
  • 3
    • 84865969055 scopus 로고    scopus 로고
    • Communication of the role of natural variability in future North American climate
    • Deser, C., R. Knutti, S. Solomon, and A. S. Phillips, 2012: Communication of the role of natural variability in future North American climate. Nat. Climate Change, 2, 775-779, doi:10.1038/nclimate1562.
    • (2012) Nat. Climate Change , vol.2 , pp. 775-779
    • Deser, C.1    Knutti, R.2    Solomon, S.3    Phillips, A.S.4
  • 4
    • 0036523708 scopus 로고    scopus 로고
    • Advanced spectral methods for climatic time series
    • Ghil, M., and Coauthors, 2002: Advanced spectral methods for climatic time series. Rev. Geophys., 40, 1003, doi:10.1029/2000RG000092.
    • (2002) Rev. Geophys , vol.40 , pp. 1003
    • Ghil, M.1
  • 5
    • 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
  • 9
    • 84863393620 scopus 로고    scopus 로고
    • A nesting model for bias correction of variability at multiple time scales in general circulation model precipitation simulations
    • Johnson, F., and A. Sharma, 2012: A nesting model for bias correction of variability at multiple time scales in general circulation model precipitation simulations. Water Resources Res., 48, W01504, doi:10.1029/2011WR010464.
    • (2012) Water Resources Res , vol.48
    • Johnson, F.1    Sharma, A.2
  • 10
    • 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
  • 11
    • 0028602239 scopus 로고
    • A simple hydrologically based model of land surface water and energy fluxes for GSMs
    • Liang, X., D. P. Lettenmaier, E. F. Wood, and S. J. Burges, 1994: A simple hydrologically based model of land surface water and energy fluxes for GSMs. J. Geophys. Res., 99, 14 415-14 428, doi:10.1029/94JD00483.
    • (1994) J. Geophys. Res , vol.99 , pp. 14415-14428
    • Liang, X.1    Lettenmaier, D.P.2    Wood, E.F.3    Burges, S.J.4
  • 12
    • 84879080635 scopus 로고    scopus 로고
    • A long-term hydrologically based dataset of land surface fluxes and states for the conterminous United States: Update and extensions
    • Livneh, B., E. A. Rosenberg, C. Lin, V. Mishra, K. M. Andreadis, E. P. Maurer, and D. P. Lettenmaier, 2013: A long-term hydrologically based dataset of land surface fluxes and states for the conterminous United States: Update and extensions. J. Climate, 26, 9384-9392, doi:10.1175/JCLI-D-12-00508.1.
    • (2013) J. Climate , vol.26 , pp. 9384-9392
    • Livneh, B.1    Rosenberg, E.A.2    Lin, C.3    Mishra, V.4    Andreadis, K.M.5    Maurer, E.P.6    Lettenmaier, D.P.7
  • 13
    • 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
  • 14
    • 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
  • 15
    • 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
  • 16
    • 0037113274 scopus 로고    scopus 로고
    • A longterm hydrologically based dataset of land surface fluxes and states for the conterminous United States
    • Maurer, E. P., A.W.Wood, J. C. Adam, and D. P. Lettenmaier, 2002: A longterm hydrologically based dataset of land surface fluxes and states for the conterminous United States. J. Climate, 15, 3237-3251, doi:10.1175/1520-0442(2002)015<3237:ALTHBD>2.0.CO;2.
    • (2002) J. Climate , vol.15 , pp. 3237-3251
    • Maurer, E.P.1    Wood, A.W.2    Adam, J.C.3    Lettenmaier, D.P.4
  • 17
    • 67349209900 scopus 로고    scopus 로고
    • Fine-resolution climate projections enhance regional climate change impact studies
    • Maurer, E. P., L. Brekke, T. Pruitt, and P. B. Duffy, 2007: Fine-resolution climate projections enhance regional climate change impact studies. Eos, Trans. Amer. Geophys. Union, 88, 504, doi:10.1029/2007EO470006.
    • (2007) Eos, Trans. Amer. Geophys. Union , vol.88 , pp. 504
    • Maurer, E.P.1    Brekke, L.2    Pruitt, T.3    Duffy, P.B.4
  • 18
    • 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. G. Hidalgo, T. Das, M. D. Dettinger, and D. R. 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.G.2    Das, T.3    Dettinger, M.D.4    Cayan, D.R.5
  • 19
    • 84940327888 scopus 로고    scopus 로고
    • An enhanced archive facilitating climate impacts and adaptation analysis
    • Maurer, E. P., and Coauthors, 2014: An enhanced archive facilitating climate impacts and adaptation analysis. Bull. Amer. Meteor. Soc., 95, 1011-1019, doi:10.1175/BAMS-D-13-00126.1.
    • (2014) Bull. Amer. Meteor. Soc , vol.95 , pp. 1011-1019
    • Maurer, E.P.1
  • 20
    • 68949115863 scopus 로고    scopus 로고
    • Probabilistic downscaling approaches: Application to wind cumulative distribution functions
    • 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
  • 22
    • 84874948093 scopus 로고    scopus 로고
    • Probabilistic estimates of future changes in California temperature and precipitation using statistical and dynamical downscaling
    • Pierce, D. W., and Coauthors, 2013: Probabilistic estimates of future changes in California temperature and precipitation using statistical and dynamical downscaling. Climate Dyn., 40, 839-856, doi:10.1007/s00382-012-1337-9.
    • (2013) Climate Dyn , vol.40 , pp. 839-856
    • Pierce, D.W.1
  • 23
    • 84896284234 scopus 로고    scopus 로고
    • The key role of dry days in changing regional climate and precipitation regimes
    • Polade, S. D., D. W. Pierce, D. R. Cayan, A. Gershunov, and M. D. Dettinger, 2014: The key role of dry days in changing regional climate and precipitation regimes. Sci. Rep., 4, 4364, doi:10.1038/srep04364.
    • (2014) Sci. Rep , vol.4 , pp. 4364
    • Polade, S.D.1    Pierce, D.W.2    Cayan, D.R.3    Gershunov, A.4    Dettinger, M.D.5
  • 24
    • 84887131072 scopus 로고    scopus 로고
    • Evaluation of CMIP5 20th century climate simulations for the Pacific Northwest USA
    • Rupp, D. E., J. T. Abatzoglou, K. C. Hegewisch, and P. W. Mote, 2013: Evaluation of CMIP5 20th century climate simulations for the Pacific Northwest USA. J. Geophys. Res. Atmos., 118, 10 884-10 906, doi:10.1002/jgrd.50843.
    • (2013) J. Geophys. Res. Atmos , vol.118 , pp. 10884-10906
    • Rupp, D.E.1    Abatzoglou, J.T.2    Hegewisch, K.C.3    Mote, P.W.4
  • 25
    • 84884263744 scopus 로고    scopus 로고
    • North American climate in CMIP5 experiments. Part II: Evaluation of historical simulations of intraseasonal to decadal variability
    • Sheffield, J., and Coauthors, 2013: North American climate in CMIP5 experiments. Part II: Evaluation of historical simulations of intraseasonal to decadal variability. J. Climate, 26, 9247-9290, doi:10.1175/JCLI-D-12-00593.1.
    • (2013) J. Climate , vol.26 , pp. 9247-9290
    • Sheffield, J.1
  • 26
  • 27
    • 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
  • 28
    • 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
  • 29
    • 84869462162 scopus 로고    scopus 로고
    • Technical note: Bias correcting climate model simulated daily temperature extremes with quantile mapping
    • Thrasher, B., E. P. Maurer, C. McKellar, and P. B. Duffy, 2012: Technical note: Bias correcting climate model simulated daily temperature extremes with quantile mapping. Hydrol. Earth Syst. Sci., 16, 3309-3314, doi:10.5194/hess-16-3309-2012.
    • (2012) Hydrol. Earth Syst. Sci , vol.16 , pp. 3309-3314
    • Thrasher, B.1    Maurer, E.P.2    McKellar, C.3    Duffy, P.B.4
  • 30
    • 79961054981 scopus 로고    scopus 로고
    • WMO Tech. Directive WCDMP-61 and WMO-TD 1377
    • Trewin, B. C., 2007: The role of climatological normals in a changing climate. WMO Tech. Directive WCDMP-61 and WMO-TD 1377, 40 pp. [Available online at http://www.wmo.int/datastat/documents/WCDMPNo61_1.pdf.]
    • (2007) The role of climatological normals in a changing climat , pp. 40
    • Trewin, B.C.1
  • 32
    • 84899476060 scopus 로고    scopus 로고
    • A CMIP5 multimodel projection of future temperature, precipitation, and climatological drought in China
    • Wang, L., and W. Chen, 2014: A CMIP5 multimodel projection of future temperature, precipitation, and climatological drought in China. Int. J. Climatol., 34, 2059-2078, doi:10.1002/joc.3822.
    • (2014) Int. J. Climatol , vol.34 , pp. 2059-2078
    • Wang, L.1    Chen, W.2
  • 33
    • 0021890546 scopus 로고
    • 2 effects on streamflow
    • 2 effects on streamflow. Nature, 314, 149-152, doi:10.1038/314149a0.
    • (1985) Nature , vol.314 , pp. 149-152
    • Wigley, T.M.L.1    Jones, P.D.2
  • 34
    • 36448934567 scopus 로고    scopus 로고
    • Long-range experimental hydrologic forecasting for the eastern United States
    • Wood, A. W., E. P. Maurer, A. Kumar, and D. P. Lettenamier, 2002: Long-range experimental hydrologic forecasting for the eastern United States. J. Geophys. Res., 107, 4429, doi:10.1029/2001JD000659.
    • (2002) J. Geophys. Res , vol.107 , pp. 4429
    • Wood, A.W.1    Maurer, E.P.2    Kumar, A.3    Lettenamier, D.P.4


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