메뉴 건너뛰기




Volumn 525, Issue , 2015, Pages 472-485

What are the impacts of bias correction on future drought projections?

Author keywords

Bias correction; Drought; General circulation model

Indexed keywords

CLIMATE CHANGE; CLIMATE MODELS; GAS EMISSIONS; GREENHOUSE GASES; PRECIPITATION (METEOROLOGY); RAIN; TIME SERIES;

EID: 84927931757     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2015.04.002     Document Type: Article
Times cited : (54)

References (49)
  • 1
    • 84907855788 scopus 로고    scopus 로고
    • Assessing the risk of persistent drought using climate model simulations and paleoclimate data
    • Ault T.R., Cole J.E., Overpeck J.T., Pederson G.T., Meko D.M. Assessing the risk of persistent drought using climate model simulations and paleoclimate data. J. Clim. 2014.
    • (2014) J. Clim.
    • Ault, T.R.1    Cole, J.E.2    Overpeck, J.T.3    Pederson, G.T.4    Meko, D.M.5
  • 2
    • 58049130483 scopus 로고    scopus 로고
    • Evaluating uncertainties in the projection of future drought
    • Burke E.J., Brown S.J. Evaluating uncertainties in the projection of future drought. J. Hydromet. 2008, 9(2):292-299.
    • (2008) J. Hydromet. , vol.9 , Issue.2 , pp. 292-299
    • Burke, E.J.1    Brown, S.J.2
  • 3
    • 33750957935 scopus 로고    scopus 로고
    • Modeling the recent evolution of global drought and projections for the twenty-first century with the Hadley Centre climate model
    • Burke E.J., Brown S.J., Christidis N. Modeling the recent evolution of global drought and projections for the twenty-first century with the Hadley Centre climate model. J. Hydromet. 2006, 7(5):1113-1125.
    • (2006) J. Hydromet. , vol.7 , Issue.5 , pp. 1113-1125
    • Burke, E.J.1    Brown, S.J.2    Christidis, N.3
  • 4
    • 77954854676 scopus 로고    scopus 로고
    • Bayesian multi-model projection of climate: bias assumptions and interannual variability
    • Buser C., Künsch H., Lüthi D., Wild M., Schär C. Bayesian multi-model projection of climate: bias assumptions and interannual variability. Clim. Dyn. 2009, 33(6):849-868.
    • (2009) Clim. Dyn. , vol.33 , Issue.6 , pp. 849-868
    • Buser, C.1    Künsch, H.2    Lüthi, D.3    Wild, M.4    Schär, C.5
  • 5
    • 84884704659 scopus 로고    scopus 로고
    • Does increasing the spatial resolution of a regional climate model improve the simulated daily precipitation?
    • Chan S., et al. Does increasing the spatial resolution of a regional climate model improve the simulated daily precipitation?. Clim. Dyn. 2013, 41(5-6):1475-1495.
    • (2013) Clim. Dyn. , vol.41 , Issue.5-6 , pp. 1475-1495
    • Chan, S.1
  • 6
    • 84880380772 scopus 로고    scopus 로고
    • Finding appropriate bias correction methods in downscaling precipitation for hydrologic impact studies over North America
    • Chen J., Brissette F.P., Chaumont D., Braun M. Finding appropriate bias correction methods in downscaling precipitation for hydrologic impact studies over North America. Water Resour. Res. 2013, 49(7):4187-4205.
    • (2013) Water Resour. Res. , vol.49 , Issue.7 , pp. 4187-4205
    • Chen, J.1    Brissette, F.P.2    Chaumont, D.3    Braun, M.4
  • 7
    • 58249085384 scopus 로고    scopus 로고
    • On the need for bias correction of regional climate change projections of temperature and precipitation
    • Christensen J.H., Boberg F., Christensen O.B., Lucas-Picher P. On the need for bias correction of regional climate change projections of temperature and precipitation. Geophys. Res. Lett. 2008, 35.
    • (2008) Geophys. Res. Lett. , vol.35
    • Christensen, J.H.1    Boberg, F.2    Christensen, O.B.3    Lucas-Picher, P.4
  • 8
    • 84871840877 scopus 로고    scopus 로고
    • Increasing drought under global warming in observations and models
    • Dai A. Increasing drought under global warming in observations and models. Nat. Clim. Change 2013, 3(1):52-58.
    • (2013) Nat. Clim. Change , vol.3 , Issue.1 , pp. 52-58
    • Dai, A.1
  • 9
    • 33846643487 scopus 로고    scopus 로고
    • Using regional climate model data to simulate historical and future river flows in northwest England
    • Fowler H.J., Kilsby C.G. Using regional climate model data to simulate historical and future river flows in northwest England. Clim. Change 2007, 80(3):337-367.
    • (2007) Clim. Change , vol.80 , Issue.3 , pp. 337-367
    • Fowler, H.J.1    Kilsby, C.G.2
  • 10
    • 35348933854 scopus 로고    scopus 로고
    • Linking climate change modelling to impact studies: recent advances in downscaling techniques for hydrological modelling
    • Fowler H.J., Blenkinsop S., Tebaldi C. Linking climate change modelling to impact studies: recent advances in downscaling techniques for hydrological modelling. Int. J. Climatol. 2007, 27(12):1547-1578.
    • (2007) Int. J. Climatol. , vol.27 , Issue.12 , pp. 1547-1578
    • Fowler, H.J.1    Blenkinsop, S.2    Tebaldi, C.3
  • 11
    • 34147202822 scopus 로고    scopus 로고
    • Modelling the impacts of projected future climate change on water resources in north-west England
    • Fowler H.J., Kilsby C.G., Stunell J. Modelling the impacts of projected future climate change on water resources in north-west England. Hydrol. Earth Syst. Sci. 2007, 11(3):1115-1124.
    • (2007) Hydrol. Earth Syst. Sci. , vol.11 , Issue.3 , pp. 1115-1124
    • Fowler, H.J.1    Kilsby, C.G.2    Stunell, J.3
  • 13
    • 84867553702 scopus 로고    scopus 로고
    • Technical note: downscaling RCM precipitation to the station scale using statistical transformations - a comparison of methods
    • Gudmundsson L., Bremnes J.B., Haugen J.E., Engen-Skaugen T. Technical note: downscaling RCM precipitation to the station scale using statistical transformations - a comparison of methods. Hydrol. Earth Syst. Sci. 2012, 16(9):3383-3390.
    • (2012) Hydrol. Earth Syst. Sci. , vol.16 , Issue.9 , pp. 3383-3390
    • Gudmundsson, L.1    Bremnes, J.B.2    Haugen, J.E.3    Engen-Skaugen, T.4
  • 14
    • 0032910542 scopus 로고    scopus 로고
    • Accepting the standardized precipitation index: a calculation algorithm
    • Guttman N.B. Accepting the standardized precipitation index: a calculation algorithm. J. Am. Water Resour. Assoc. 1999, 35(2):311-322.
    • (1999) J. Am. Water Resour. Assoc. , vol.35 , Issue.2 , pp. 311-322
    • Guttman, N.B.1
  • 16
    • 33746881799 scopus 로고    scopus 로고
    • Bias correction of daily GCM rainfall for crop simulation studies
    • Ines A.V.M., Hansen J.W. Bias correction of daily GCM rainfall for crop simulation studies. Agric. For. Meteorol. 2006, 138(1-4):44-53.
    • (2006) Agric. For. Meteorol. , vol.138 , Issue.1-4 , pp. 44-53
    • Ines, A.V.M.1    Hansen, J.W.2
  • 19
    • 79955058682 scopus 로고    scopus 로고
    • Accounting for interannual variability: a comparison of options for water resources climate change impact assessments
    • Johnson F., Sharma A. Accounting for interannual variability: a comparison of options for water resources climate change impact assessments. Water Resour. Res. 2011, 47(4):W04508.
    • (2011) Water Resour. Res. , vol.47 , Issue.4 , pp. W04508
    • Johnson, F.1    Sharma, A.2
  • 20
    • 84863393620 scopus 로고    scopus 로고
    • A nesting model for bias correction of variability at multiple times scales in general circulation model precipitation simulations
    • Johnson F., Sharma A. A nesting model for bias correction of variability at multiple times scales in general circulation model precipitation simulations. Water Resour. Res. 2012, 48:W01504.
    • (2012) Water Resour. Res. , vol.48 , pp. W01504
    • Johnson, F.1    Sharma, A.2
  • 22
    • 0035143321 scopus 로고    scopus 로고
    • Coupling stochastic models of different timescales
    • Koutsoyiannis D. Coupling stochastic models of different timescales. Water Resour. Res. 2001, 37(2):379-391.
    • (2001) Water Resour. Res. , vol.37 , Issue.2 , pp. 379-391
    • Koutsoyiannis, D.1
  • 23
    • 0036677908 scopus 로고    scopus 로고
    • The Hurst phenomenon and fractional Gaussian noise made easy
    • Koutsoyiannis D. The Hurst phenomenon and fractional Gaussian noise made easy. Hydrol. Sci. J. - J. Des Sci. Hydrol. 2002, 47(4):573-595.
    • (2002) Hydrol. Sci. J. - J. Des Sci. Hydrol. , vol.47 , Issue.4 , pp. 573-595
    • Koutsoyiannis, D.1
  • 24
    • 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., Sheffield J., Wood E.F. Bias correction of monthly precipitation and temperature fields from Intergovernmental Panel on Climate Change AR4 models using equidistant quantile matching. J. Geophys. Res. 2010, 115:D10101.
    • (2010) J. Geophys. Res. , vol.115 , pp. D10101
    • Li, H.1    Sheffield, J.2    Wood, E.F.3
  • 25
    • 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., et al. Precipitation downscaling under climate change: recent developments to bridge the gap between dynamical models and the end user. Rev. Geophys. 2010, 48(RG3003):34.
    • (2010) Rev. Geophys. , vol.48 , Issue.RG3003 , pp. 34
    • Maraun, D.1
  • 26
    • 84879056414 scopus 로고    scopus 로고
    • Errors in climate model daily precipitation and temperature output: time invariance and implications for bias correction
    • Maurer E.P., Das T., Cayan D.R. Errors in climate model daily precipitation and temperature output: time invariance and implications for bias correction. Hydrol. Earth Syst. Sci. 2013, 17(6):2147-2159.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , Issue.6 , pp. 2147-2159
    • Maurer, E.P.1    Das, T.2    Cayan, D.R.3
  • 27
    • 84871386211 scopus 로고    scopus 로고
    • An improved standardization procedure to remove systematic low frequency variability biases in GCM simulations
    • Mehrotra R., Sharma A. An improved standardization procedure to remove systematic low frequency variability biases in GCM simulations. Water Resour. Res. 2012, 48(12).
    • (2012) Water Resour. Res. , vol.48 , Issue.12
    • Mehrotra, R.1    Sharma, A.2
  • 28
    • 84913582771 scopus 로고    scopus 로고
    • Correcting for systematic biases in multiple raw GCM variables across a range of timescales
    • Mehrotra R., Sharma A. Correcting for systematic biases in multiple raw GCM variables across a range of timescales. J. Hydrol. 2015, 520:214-223.
    • (2015) J. Hydrol. , vol.520 , pp. 214-223
    • Mehrotra, R.1    Sharma, A.2
  • 29
    • 49549121058 scopus 로고    scopus 로고
    • Comparison of suitable drought indices for climate change impacts assessment over Australia towards resource management
    • Mpelasoka F., Hennessy K., Jones R., Bates B. Comparison of suitable drought indices for climate change impacts assessment over Australia towards resource management. Int. J. Climatol. 2008, 28(10):1283-1292.
    • (2008) Int. J. Climatol. , vol.28 , Issue.10 , pp. 1283-1292
    • Mpelasoka, F.1    Hennessy, K.2    Jones, R.3    Bates, B.4
  • 30
    • 84879034118 scopus 로고    scopus 로고
    • Elusive drought: uncertainty in observed trends and short- and long-term CMIP5 projections
    • Orlowsky B., Seneviratne S.I. Elusive drought: uncertainty in observed trends and short- and long-term CMIP5 projections. Hydrol. Earth Syst. Sci. 2013, 17(5):1765-1781.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , Issue.5 , pp. 1765-1781
    • Orlowsky, B.1    Seneviratne, S.I.2
  • 31
    • 84927927471 scopus 로고
    • Meteorological Drought. Research Paper No. 45.
    • Palmer, W.C., 1965. Meteorological Drought. Research Paper No. 45.
    • (1965)
    • Palmer, W.C.1
  • 32
    • 17844398010 scopus 로고    scopus 로고
    • Global analysis of runs of annual precipitation and runoff equal to or below the median: run magnitude and severity
    • Peel M.C., McMahon T.A., Pegram G.G. Global analysis of runs of annual precipitation and runoff equal to or below the median: run magnitude and severity. Int. J. Climatol. 2005, 25(5):549-568.
    • (2005) Int. J. Climatol. , vol.25 , Issue.5 , pp. 549-568
    • Peel, M.C.1    McMahon, T.A.2    Pegram, G.G.3
  • 33
    • 84867512823 scopus 로고    scopus 로고
    • Two dimensional bias correction of temperature and precipitation copulas in climate models
    • Piani C., Haerter J.O. Two dimensional bias correction of temperature and precipitation copulas in climate models. Geophys. Res. Lett. 2012, 39(20):L20401.
    • (2012) Geophys. Res. Lett. , vol.39 , Issue.20 , pp. L20401
    • Piani, C.1    Haerter, J.O.2
  • 34
    • 70849132061 scopus 로고    scopus 로고
    • Statistical bias correction for daily precipitation in regional climate models over Europe
    • Piani C., Haerter J., Coppola E. Statistical bias correction for daily precipitation in regional climate models over Europe. Theoret. Appl. Climatol. 2010, 99(1):187-192.
    • (2010) Theoret. Appl. Climatol. , vol.99 , Issue.1 , pp. 187-192
    • Piani, C.1    Haerter, J.2    Coppola, E.3
  • 36
    • 84895812661 scopus 로고    scopus 로고
    • Hydrological droughts in the 21st century, hotspots and uncertainties from a global multimodel ensemble experiment
    • Prudhomme C., et al. Hydrological droughts in the 21st century, hotspots and uncertainties from a global multimodel ensemble experiment. Proc. Natl. Acad. Sci. 2014, 111(9):3262-3267.
    • (2014) Proc. Natl. Acad. Sci. , vol.111 , Issue.9 , pp. 3262-3267
    • Prudhomme, C.1
  • 37
    • 79958030358 scopus 로고    scopus 로고
    • How does the Inter-decadal Pacific Oscillation affect Design Floods in Australia?
    • Pui A., Lall A., Sharma A. How does the Inter-decadal Pacific Oscillation affect Design Floods in Australia?. Water Resour. Res. 2011, 47:W05554.
    • (2011) Water Resour. Res. , vol.47 , pp. W05554
    • Pui, A.1    Lall, A.2    Sharma, A.3
  • 38
    • 84895777332 scopus 로고    scopus 로고
    • How well do general circulation models represent low-frequency rainfall variability?
    • Rocheta E., Sugiyanto M., Johnson F., Evans J., Sharma A. How well do general circulation models represent low-frequency rainfall variability?. Water Resour. Res. 2014, 50(3):2108-2123.
    • (2014) Water Resour. Res. , vol.50 , Issue.3 , pp. 2108-2123
    • Rocheta, E.1    Sugiyanto, M.2    Johnson, F.3    Evans, J.4    Sharma, A.5
  • 39
    • 40849116653 scopus 로고    scopus 로고
    • Global trends and variability in soil moisture and drought characteristics, 1950-2000, from observation-driven Simulations of the terrestrial hydrologic cycle
    • Sheffield J., Wood E.F. Global trends and variability in soil moisture and drought characteristics, 1950-2000, from observation-driven Simulations of the terrestrial hydrologic cycle. J. Clim. 2008, 21(3):432-458.
    • (2008) J. Clim. , vol.21 , Issue.3 , pp. 432-458
    • Sheffield, J.1    Wood, E.F.2
  • 40
    • 65449139416 scopus 로고    scopus 로고
    • A nested multisite daily rainfall stochastic generation model
    • Srikanthan R., Pegram G.G.S. A nested multisite daily rainfall stochastic generation model. J. Hydrol. 2009, 371(1):142-153.
    • (2009) J. Hydrol. , vol.371 , Issue.1 , pp. 142-153
    • Srikanthan, R.1    Pegram, G.G.S.2
  • 41
    • 84880769421 scopus 로고    scopus 로고
    • The impact of climate mitigation on projections of future drought
    • Taylor I., et al. The impact of climate mitigation on projections of future drought. Hydrol. Earth Syst. Sci. 2013, 17:2339-2358.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , pp. 2339-2358
    • Taylor, I.1
  • 42
    • 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., Seibert J. Bias correction of regional climate model simulations for hydrological climate-change impact studies: review and evaluation of different methods. J. Hydrol. 2012, 456:12-29.
    • (2012) J. Hydrol. , vol.456 , pp. 12-29
    • Teutschbein, C.1    Seibert, J.2
  • 43
    • 84857437286 scopus 로고    scopus 로고
    • Empirical-statistical downscaling and error correction of regional climate models and its impact on the climate change signal
    • Themeßl M.J., Gobiet A., Heinrich G. Empirical-statistical downscaling and error correction of regional climate models and its impact on the climate change signal. Clim. Change 2012, 112(2):449-468.
    • (2012) Clim. Change , vol.112 , Issue.2 , pp. 449-468
    • Themeßl, M.J.1    Gobiet, A.2    Heinrich, G.3
  • 44
    • 17444397379 scopus 로고    scopus 로고
    • Multidecadal variability of rainfall and streamflow: Eastern Australia
    • Verdon D.C., Wyatt A.M., Kiem A.S., Franks S.W. Multidecadal variability of rainfall and streamflow: Eastern Australia. Water Resour. Res. 2004, 40(W10201).
    • (2004) Water Resour. Res. , vol.40 , Issue.W10201
    • Verdon, D.C.1    Wyatt, A.M.2    Kiem, A.S.3    Franks, S.W.4
  • 45
    • 77957341228 scopus 로고    scopus 로고
    • Global threats to human water security and river biodiversity
    • Vörösmarty C.J., et al. Global threats to human water security and river biodiversity. Nature 2010, 467(7315):555-561.
    • (2010) Nature , vol.467 , Issue.7315 , pp. 555-561
    • Vörösmarty, C.J.1
  • 46
    • 84899476060 scopus 로고    scopus 로고
    • A CMIP5 multimodel projection of future temperature, precipitation, and climatological drought in China
    • Wang L., Chen W. A CMIP5 multimodel projection of future temperature, precipitation, and climatological drought in China. Int. J. Climatol. 2014, 34(6):2059-2078.
    • (2014) Int. J. Climatol. , vol.34 , Issue.6 , pp. 2059-2078
    • Wang, L.1    Chen, W.2
  • 47
    • 84895814507 scopus 로고    scopus 로고
    • The inter-sectoral impact model intercomparison project (ISI-MIP): project framework
    • Warszawski L., et al. The inter-sectoral impact model intercomparison project (ISI-MIP): project framework. Proc. Natl. Acad. Sci. 2014, 111(9):3228-3232.
    • (2014) Proc. Natl. Acad. Sci. , vol.111 , Issue.9 , pp. 3228-3232
    • Warszawski, L.1
  • 48
    • 1542381343 scopus 로고    scopus 로고
    • Hydrologic implications of dynamical and statistical approaches to downscaling climate model outputs
    • Wood A.W., Leung L.R., Sridhar V., Lettenmaier D.P. Hydrologic implications of dynamical and statistical approaches to downscaling climate model outputs. Clim. Change 2004, 62(1-3):189-216.
    • (2004) Clim. Change , vol.62 , Issue.1-3 , pp. 189-216
    • Wood, A.W.1    Leung, L.R.2    Sridhar, V.3    Lettenmaier, D.P.4
  • 49
    • 84928529481 scopus 로고    scopus 로고
    • Droughts in a warming climate: a global assessment of Standardised precipitation index (SPI) and Reconnaissance drought index (RDI)
    • (in press)
    • Zarch M.A.A., Sivakumar B., Sharma A. Droughts in a warming climate: a global assessment of Standardised precipitation index (SPI) and Reconnaissance drought index (RDI). J. Hydrol. 2014, (in press). 10.1016/j.jhydrol.2014.09.071.
    • (2014) J. Hydrol.
    • Zarch, M.A.A.1    Sivakumar, B.2    Sharma, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.