메뉴 건너뛰기




Volumn 31, Issue 13, 2011, Pages 1975-1989

A comparison of techniques for downscaling extreme precipitation over the Northeastern United States

Author keywords

Bias correction; Climate change; Dynamical downscaling; Precipitation; Regional climate; Statistical downscaling

Indexed keywords

ANNUAL MAXIMA; BIAS CORRECTION; CLIMATE INFORMATION; CONFIDENCE INTERVAL; DOWN-SCALING; DOWNSCALING METHODS; DYNAMICAL DOWNSCALING; EMISSION SCENARIO; EXTREME PRECIPITATION; EXTREME RAINFALL; FUTURE PROJECTIONS; GENERALIZED EXTREME VALUE; GEV DISTRIBUTIONS; HIGH RESOLUTION; HIGHER RESOLUTION; LOCAL POLICIES; MEAN PRECIPITATION; OBSERVATION PERIOD; POTENTIAL IMPACTS; RAINFALL EXTREMES; REGIONAL CLIMATE; REGIONAL CLIMATE MODELS; REGIONAL VARIATION; RETURN PERIODS; SPATIAL DISAGGREGATION; SPATIAL RESOLUTION; STATISTICAL DOWNSCALING;

EID: 80053927663     PISSN: 08998418     EISSN: 10970088     Source Type: Journal    
DOI: 10.1002/joc.2208     Document Type: Article
Times cited : (90)

References (58)
  • 2
    • 23044440928 scopus 로고    scopus 로고
    • Areal reduction factors for two Eastern United States regions with high rain-gauge density
    • Allen RJ, DeGaetano AT. 2005. Areal reduction factors for two Eastern United States regions with high rain-gauge density. Journal of Hydrologic Engineering 10: 327-335.
    • (2005) Journal of Hydrologic Engineering , vol.10 , pp. 327-335
    • Allen, R.J.1    DeGaetano, A.T.2
  • 3
    • 0027101552 scopus 로고
    • Space-time model for daily rainfall using atmospheric circulation patterns
    • Bárdossy A, Plate EJ. 1992. Space-time model for daily rainfall using atmospheric circulation patterns. Water Resources Research 28: 1247-1259.
    • (1992) Water Resources Research , vol.28 , pp. 1247-1259
    • Bárdossy, A.1    Plate, E.J.2
  • 4
    • 0036131344 scopus 로고    scopus 로고
    • Downscaling relationships for precipitation for the Netherlands and North Germany
    • Beckmann BR, Buishand TA. 2002. Downscaling relationships for precipitation for the Netherlands and North Germany. International Journal of Climatology 22: 15-32.
    • (2002) International Journal of Climatology , vol.22 , pp. 15-32
    • Beckmann, B.R.1    Buishand, T.A.2
  • 5
    • 35348937205 scopus 로고    scopus 로고
    • Statistical and dynamical downscaling of the Seine basin climate for hydro-meteorological studies
    • Boé J, Terray L, Habets F, Martin E. 2007. Statistical and dynamical downscaling of the Seine basin climate for hydro-meteorological studies. International Journal of Climatology 27: 1643-1655.
    • (2007) International Journal of Climatology , vol.27 , pp. 1643-1655
    • Boé, J.1    Terray, L.2    Habets, F.3    Martin, E.4
  • 7
    • 0032446160 scopus 로고    scopus 로고
    • Very high-resolution regional climate simulations over Scandinavia-present climate
    • Christensen OB, Christensen JH, Machenhauer B, Botzet M. 1998. Very high-resolution regional climate simulations over Scandinavia-present climate. Journal of Climate 11: 3204-3229.
    • (1998) Journal of Climate , vol.11 , pp. 3204-3229
    • Christensen, O.B.1    Christensen, J.H.2    Machenhauer, B.3    Botzet, M.4
  • 9
    • 39749133246 scopus 로고    scopus 로고
    • A multimodel ensemble approach to climate change impacts on the hydrology and water resources of the Colorado River Basin
    • Christensen N, Lettenmaier D. 2006. A multimodel ensemble approach to climate change impacts on the hydrology and water resources of the Colorado River Basin. Hydrology and Earth System Sciences Discuss 3: 1-44.
    • (2006) Hydrology and Earth System Sciences Discuss , vol.3 , pp. 1-44
    • Christensen, N.1    Lettenmaier, D.2
  • 11
    • 26444574880 scopus 로고    scopus 로고
    • Downscaling precipitation and temperature with temporal neural networks
    • Coulibaly P, Dibike YB, Anctil F. 2005. Downscaling precipitation and temperature with temporal neural networks. Journal of Hydrometeorology 6: 483-496.
    • (2005) Journal of Hydrometeorology , vol.6 , pp. 483-496
    • Coulibaly, P.1    Dibike, Y.B.2    Anctil, F.3
  • 12
    • 33646451521 scopus 로고    scopus 로고
    • Precipitation characteristics in eighteen coupled climate models
    • Dai A. 2006. Precipitation characteristics in eighteen coupled climate models. Journal of Climate 19: 4605-4630.
    • (2006) Journal of Climate , vol.19 , pp. 4605-4630
    • Dai, A.1
  • 13
    • 77649146752 scopus 로고    scopus 로고
    • Time-dependent changes in extreme precipitation return period amounts in the continental United States
    • DeGaetano AT. 2009. Time-dependent changes in extreme precipitation return period amounts in the continental United States. Journal of Applied Meteorology and Climatology 48: 2086-2099.
    • (2009) Journal of Applied Meteorology and Climatology , vol.48 , pp. 2086-2099
    • DeGaetano, A.T.1
  • 14
    • 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 and Planetary Change 57: 16-26.
    • (2007) Global and Planetary Change , vol.57 , pp. 16-26
    • Déqué, M.1
  • 16
    • 37249040503 scopus 로고    scopus 로고
    • Statistical downscaling of precipitation for a selection of sites in Ireland employing a generalised linear modelling approach
    • Fealy R, Sweeney J. 2007. Statistical downscaling of precipitation for a selection of sites in Ireland employing a generalised linear modelling approach. International Journal of Climatolology 27: 2083-2094.
    • (2007) International Journal of Climatolology , vol.27 , pp. 2083-2094
    • Fealy, R.1    Sweeney, J.2
  • 17
    • 0001886562 scopus 로고    scopus 로고
    • Observed climate variability and change
    • and co-authors., Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CA. (eds). Cambridge University Press: Cambridge, UK; -
    • Folland CK, Karl TR and co-authors 2001. Observed climate variability and change. Climate Change 2001: The Scientific Basis, Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CA. (eds). Cambridge University Press: Cambridge, UK; 99-181.
    • (2001) Climate Change 2001: The Scientific Basis , pp. 99-181
    • Folland, C.K.1    Karl, T.R.2
  • 18
    • 33646415341 scopus 로고    scopus 로고
    • Future change of precipitation extremes in Europe: intercomparison of scenarios from regional climate models
    • DOI: 10.1029/2005JD005965.
    • Frei C, Schöll R, Fukutome S, Schmidli J, Vidale PL. 2006. Future change of precipitation extremes in Europe: intercomparison of scenarios from regional climate models. Journal of Geophysical Research 111: D06105, DOI: 10.1029/2005JD005965.
    • (2006) Journal of Geophysical Research , vol.111
    • Frei, C.1    Schöll, R.2    Fukutome, S.3    Schmidli, J.4    Vidale, P.L.5
  • 21
    • 25844489480 scopus 로고    scopus 로고
    • Multi-site downscaling of heavy daily precipitation occurrence and amounts
    • Harpham C, Wilby RL. 2005. Multi-site downscaling of heavy daily precipitation occurrence and amounts. Journal of Hydrology 312: 235-255.
    • (2005) Journal of Hydrology , vol.312 , pp. 235-255
    • Harpham, C.1    Wilby, R.L.2
  • 24
    • 0034107963 scopus 로고    scopus 로고
    • A comparison of delta change and downscaled GCM scenarios for three mountainous basins in the United States
    • Hay LE, Wilby RL, Leavesley GH. 2000. A comparison of delta change and downscaled GCM scenarios for three mountainous basins in the United States. Journal of the American Water Resources Association 36: 387-397.
    • (2000) Journal of the American Water Resources Association , vol.36 , pp. 387-397
    • Hay, L.E.1    Wilby, R.L.2    Leavesley, G.H.3
  • 27
    • 33746907039 scopus 로고    scopus 로고
    • Downscaling heavy precipitation over the United Kingdom: a comparison of dynamical and statistical methods and their future scenarios
    • Haylock MR, Cawley GC, Harpham C, Wilby RL, Goodess CM. 2006. Downscaling heavy precipitation over the United Kingdom: a comparison of dynamical and statistical methods and their future scenarios. International Journal of Climatology 26: 1397-1415.
    • (2006) International Journal of Climatology , vol.26 , pp. 1397-1415
    • Haylock, M.R.1    Cawley, G.C.2    Harpham, C.3    Wilby, R.L.4    Goodess, C.M.5
  • 29
    • 42949167233 scopus 로고    scopus 로고
    • Statistical downscaling of extremes of daily precipitation and temperature and construction of their future scenarios
    • Hundecha Y, Bárdossy A. 2008. Statistical downscaling of extremes of daily precipitation and temperature and construction of their future scenarios. International Journal of Climatology 28: 589-610.
    • (2008) International Journal of Climatology , vol.28 , pp. 589-610
    • Hundecha, Y.1    Bárdossy, A.2
  • 31
    • 33748791756 scopus 로고    scopus 로고
    • Uncertainty analysis of statistical downscaling methods using Canadian Global Climate Model predictors
    • Khan MS, Coulibaly P, Dibike Y. 2006. Uncertainty analysis of statistical downscaling methods using Canadian Global Climate Model predictors. Hydrological Processes 20: 3085-3104.
    • (2006) Hydrological Processes , vol.20 , pp. 3085-3104
    • Khan, M.S.1    Coulibaly, P.2    Dibike, Y.3
  • 32
    • 19144363700 scopus 로고    scopus 로고
    • Estimating extremes in transient climate change simulations
    • Kharin VV, Zwiers FW. 2005. Estimating extremes in transient climate change simulations. Journal of Climate 18: 1156-1173.
    • (2005) Journal of Climate , vol.18 , pp. 1156-1173
    • Kharin, V.V.1    Zwiers, F.W.2
  • 33
    • 0034019933 scopus 로고    scopus 로고
    • Generalized maximum-likelihood generalized extreme-value quantile estimators for hydrologic data
    • Martins ES, Stedinger JR. 2000. Generalized maximum-likelihood generalized extreme-value quantile estimators for hydrologic data. Water Resources Research 36(3): 737-744.
    • (2000) Water Resources Research , vol.36 , Issue.3 , pp. 737-744
    • Martins, E.S.1    Stedinger, J.R.2
  • 34
    • 60749096783 scopus 로고    scopus 로고
    • Utility of daily vs. monthly large-scale climate data: an intercomparison of two statistical downscaling methods
    • Maurer EP, Hidalgo HG. 2008. Utility of daily vs. monthly large-scale climate data: an intercomparison of two statistical downscaling methods. Hydrology and Earth System Sciences 12: 551-563.
    • (2008) Hydrology and Earth System Sciences , vol.12 , pp. 551-563
    • Maurer, E.P.1    Hidalgo, H.G.2
  • 36
    • 7044251317 scopus 로고    scopus 로고
    • Modeling Hydrologic Change: Statistical Methods
    • CRC Press: Florida
    • McCuen RH. 2003. Modeling Hydrologic Change: Statistical Methods Modeling Hydrologic Change. CRC Press: Florida; 261-263.
    • (2003) Modeling Hydrologic Change , pp. 261-263
    • McCuen, R.H.1
  • 37
    • 0029472407 scopus 로고
    • Analysis of daily precipitation variability in a nested regional climate model: Comparison with observations and 2XCO2 results
    • Mearns LO, Giorgi F, McDaniel L, Shields C. 1995. Analysis of daily precipitation variability in a nested regional climate model: Comparison with observations and 2XCO2 results. Global Planetary Change 10: 55-78.
    • (1995) Global Planetary Change , vol.10 , pp. 55-78
    • Mearns, L.O.1    Giorgi, F.2    McDaniel, L.3    Shields, C.4
  • 39
    • 0033172619 scopus 로고    scopus 로고
    • An evaluation of statistical and dynamical techniques for downscaling local climate
    • Murphy J. 1999. An evaluation of statistical and dynamical techniques for downscaling local climate. Journal of Climate 12: 2256-2284.
    • (1999) Journal of Climate , vol.12 , pp. 2256-2284
    • Murphy, J.1
  • 40
    • 80054956091 scopus 로고    scopus 로고
    • NECIA. Confronting climate change in the U.S. northeast: science, impacts, and solutions. (accessed 15 March 2009).
    • NECIA. 2007. Confronting climate change in the U.S. northeast: science, impacts, and solutions. (accessed 15 March 2009).
    • (2007)
  • 41
    • 0031848610 scopus 로고    scopus 로고
    • Evaluation of the European daily precipitation characteristics from the Atmospheric Model Inter-comparison Project
    • Osborn TJ, Hulme M. 1998. Evaluation of the European daily precipitation characteristics from the Atmospheric Model Inter-comparison Project. International Journal of Climatology 18: 505-522.
    • (1998) International Journal of Climatology , vol.18 , pp. 505-522
    • Osborn, T.J.1    Hulme, M.2
  • 43
    • 1542381338 scopus 로고    scopus 로고
    • Mitigating the effects of climate change on the water resources of the Columbia River Basin
    • Payne JT, Wood AW, Hamlet AF, Palmer RN, Letternmaier DP. 2004. Mitigating the effects of climate change on the water resources of the Columbia River Basin. Climatic Change 62: 233-256.
    • (2004) Climatic Change , vol.62 , pp. 233-256
    • Payne, J.T.1    Wood, A.W.2    Hamlet, A.F.3    Palmer, R.N.4    Letternmaier, D.P.5
  • 44
    • 0034108544 scopus 로고    scopus 로고
    • The impact of new physical parameterizations in the Hadley Centre climate model-HadCM3
    • Pope VD, Gallani ML, Rowntree PR, Stratton RA. 2000. The impact of new physical parameterizations in the Hadley Centre climate model-HadCM3. Climate Dynamics 16: 123-146.
    • (2000) Climate Dynamics , vol.16 , pp. 123-146
    • Pope, V.D.1    Gallani, M.L.2    Rowntree, P.R.3    Stratton, R.A.4
  • 45
    • 11044238967 scopus 로고    scopus 로고
    • Bias reduction in short records of satellite soil moisture
    • DOI: 10.1029/2004GL020938.
    • Reichle RH, Koster RD. 2004. Bias reduction in short records of satellite soil moisture. Geophysical Research Letters 31: L19501, DOI: 10.1029/2004GL020938.
    • (2004) Geophysical Research Letters , vol.31
    • Reichle, R.H.1    Koster, R.D.2
  • 46
    • 34547226974 scopus 로고    scopus 로고
    • Statistical and dynamical downscaling of precipitation: an evaluation and comparison of scenarios for the European Alps
    • DOI: 10.1029/2005JD007026.
    • Schmidli J, Goodess CM, Frei C, Haylock MR, Hundecha Y, Ribalaygua J, Schmith T. 2007. Statistical and dynamical downscaling of precipitation: an evaluation and comparison of scenarios for the European Alps. Journal of Geophysical Research 112: D04105, DOI: 10.1029/2005JD007026.
    • (2007) Journal of Geophysical Research , vol.112
    • Schmidli, J.1    Goodess, C.M.2    Frei, C.3    Haylock, M.R.4    Hundecha, Y.5    Ribalaygua, J.6    Schmith, T.7
  • 48
    • 51449106718 scopus 로고    scopus 로고
    • Simulation of future changes in extreme rainfall and temperature conditions over the Greek area: a comparison of two statistical downscaling approaches
    • Tolika K, Anagnostopoulo C, Maheras P, Vafiadis M. 2008. Simulation of future changes in extreme rainfall and temperature conditions over the Greek area: a comparison of two statistical downscaling approaches. Global Planetary Change 63: 132-151.
    • (2008) Global Planetary Change , vol.63 , pp. 132-151
    • Tolika, K.1    Anagnostopoulo, C.2    Maheras, P.3    Vafiadis, M.4
  • 49
    • 0027870087 scopus 로고
    • Downscaling of global climate change estimates to regional scales: an application to Iberian rainfall in wintertime
    • von Storch H, Zorita E, Cubasch U. 1993. Downscaling of global climate change estimates to regional scales: an application to Iberian rainfall in wintertime. Journal of Climate 6: 1161-1171.
    • (1993) Journal of Climate , vol.6 , pp. 1161-1171
    • von Storch, H.1    Zorita, E.2    Cubasch, U.3
  • 50
    • 44349097584 scopus 로고    scopus 로고
    • Downscaling and projection of winter extreme daily precipitation over North America
    • Wang JF, Zhang XB. 2008. Downscaling and projection of winter extreme daily precipitation over North America. Journal of Climate 21(5): 923-937.
    • (2008) Journal of Climate , vol.21 , Issue.5 , pp. 923-937
    • Wang, J.F.1    Zhang, X.B.2
  • 51
    • 33846400484 scopus 로고    scopus 로고
    • Daily precipitation-downscaling techniques in three Chinese regions
    • DOI: 10.1029/2005WR004573.
    • Wetterhall F, Bárdossy A, Chen D, Halldin S, Xu C-Y. 2006. Daily precipitation-downscaling techniques in three Chinese regions. Water Resources Research 42: W11423, DOI: 10.1029/2005WR004573.
    • (2006) Water Resources Research , vol.42
    • Wetterhall, F.1    Bárdossy, A.2    Chen, D.3    Halldin, S.4    Xu, C.-Y.5
  • 52
    • 0036174909 scopus 로고    scopus 로고
    • SDSM-a decision support tool for the assessment of regional climate change impacts
    • Wilby RL, Dawson CW, Barrow EM. 2002. SDSM-a decision support tool for the assessment of regional climate change impacts. Environmental Modelling and Software 17: 145-157.
    • (2002) Environmental Modelling and Software , vol.17 , pp. 145-157
    • Wilby, R.L.1    Dawson, C.W.2    Barrow, E.M.3
  • 53
    • 0032568119 scopus 로고    scopus 로고
    • Statistical downscaling of hydrometeorological variables using general circulation model output
    • Wilby RL, Hassan H, Hanaki K. 1998a. Statistical downscaling of hydrometeorological variables using general circulation model output. Journal of Hydrology 205: 1-19.
    • (1998) Journal of Hydrology , vol.205 , pp. 1-19
    • Wilby, R.L.1    Hassan, H.2    Hanaki, K.3
  • 55
    • 70849102783 scopus 로고    scopus 로고
    • Assessment of a climate model to reproduce rainfall variability and extremes over Southern Africa
    • Williams CJR, Kniveton DR, Layberry R. 2010. Assessment of a climate model to reproduce rainfall variability and extremes over Southern Africa. Theoretical and Applied Climatology 99: 9-27.
    • (2010) Theoretical and Applied Climatology , vol.99 , pp. 9-27
    • Williams, C.J.R.1    Kniveton, D.R.2    Layberry, R.3
  • 56
    • 36448934567 scopus 로고    scopus 로고
    • Long-range experimental hydrologic forecasting for the eastern United States
    • DOI: 10.1029/2001JD000659.
    • Wood AW, Maurer EP, Kumar A, Lettenmaier DP. 2002. Long-range experimental hydrologic forecasting for the eastern United States. Journal of Geophysical Research 107(D20): 4429, DOI: 10.1029/2001JD000659.
    • (2002) Journal of Geophysical Research , vol.107 , Issue.D20 , pp. 4429
    • Wood, A.W.1    Maurer, E.P.2    Kumar, A.3    Lettenmaier, D.P.4
  • 57
    • 1542381343 scopus 로고    scopus 로고
    • Hydrologic implications of dynamical and statistical approaches to downscaling climate model outputs
    • Wood AW, Leung LR, Sridhar V, Lettenmaier DP. 2004. Hydrologic implications of dynamical and statistical approaches to downscaling climate model outputs. Climatic Change 62: 189-216.
    • (2004) Climatic Change , vol.62 , pp. 189-216
    • Wood, A.W.1    Leung, L.R.2    Sridhar, V.3    Lettenmaier, D.P.4
  • 58
    • 0033172665 scopus 로고    scopus 로고
    • The analog method as a simple statistical downscaling technique: comparison with more complicated methods
    • Zorita E, von Storch H. 1999. The analog method as a simple statistical downscaling technique: comparison with more complicated methods. Journal of Climate 12: 2474-2489.
    • (1999) Journal of Climate , vol.12 , pp. 2474-2489
    • Zorita, E.1    von Storch, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.