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Volumn 31, Issue 13, 2011, Pages 2006-2020

Evaluation of two statistical downscaling models for daily precipitation over an arid basin in China

Author keywords

Extreme values; Hidden Markov model; Model comparison; NHMM; Probability density function (PDF); SDSM

Indexed keywords

EXTREME VALUE; MODEL COMPARISON; NHMM; PROBABILITY DENSITY FUNCTION (PDF); SDSM;

EID: 80054899753     PISSN: 08998418     EISSN: 10970088     Source Type: Journal    
DOI: 10.1002/joc.2211     Document Type: Article
Times cited : (87)

References (49)
  • 2
    • 0035891362 scopus 로고    scopus 로고
    • A comparison between two empirical downscaling strategies
    • Benestad R. 2001. A comparison between two empirical downscaling strategies. International Journal of Climatology 21: 1645-1668.
    • (2001) International Journal of Climatology , vol.21 , pp. 1645-1668
    • Benestad, R.1
  • 3
    • 0003010182 scopus 로고
    • Verification of forecasts expressed in terms of probability
    • Brier GW. 1950. Verification of forecasts expressed in terms of probability. Monthly Weather Review 78: 1-3.
    • (1950) Monthly Weather Review , vol.78 , pp. 1-3
    • Brier, G.W.1
  • 4
    • 0036321283 scopus 로고    scopus 로고
    • Local versus remote grid points in climate downscaling
    • Brinkmann WAR. 2002. Local versus remote grid points in climate downscaling. Climate Research 21: 27-42.
    • (2002) Climate Research , vol.21 , pp. 27-42
    • Brinkmann, W.A.R.1
  • 5
    • 0035310619 scopus 로고    scopus 로고
    • Performance of statistical downscaling models in GCM validation and regional climate change estimates: application for Swedish precipitation
    • Busuioc A, Chen D, Hellström C. 2001. Performance of statistical downscaling models in GCM validation and regional climate change estimates: application for Swedish precipitation. International journal of Climatology 21: 557-578.
    • (2001) International journal of Climatology , vol.21 , pp. 557-578
    • Busuioc, A.1    Chen, D.2    Hellström, C.3
  • 6
    • 17444385257 scopus 로고    scopus 로고
    • Performance of NCEP-NCAR reanalysis variables in statistical downscaling of daily precipitation
    • Cavazos T, Hewitson BC. 2005. Performance of NCEP-NCAR reanalysis variables in statistical downscaling of daily precipitation. Climate Research 28: 95-107.
    • (2005) Climate Research , vol.28 , pp. 95-107
    • Cavazos, T.1    Hewitson, B.C.2
  • 7
    • 0033611345 scopus 로고    scopus 로고
    • A spatiotemporal model for downscaling precipitation occurrence and amounts
    • Charles SP, Bates BC, Hughes JP. 1999. A spatiotemporal model for downscaling precipitation occurrence and amounts. Journal of Geophysical Research 104(D24): 31657-31669.
    • (1999) Journal of Geophysical Research , vol.104 , Issue.D24 , pp. 31657-31669
    • Charles, S.P.1    Bates, B.C.2    Hughes, J.P.3
  • 10
    • 0030419604 scopus 로고    scopus 로고
    • Estimates of climate change in Southern Europe derived from dynamical climate model output
    • Cubasch U, von Storch H, Waszkewitz J, Zorita E. 1996. Estimates of climate change in Southern Europe derived from dynamical climate model output. Climate Research 7: 129-149.
    • (1996) Climate Research , vol.7 , pp. 129-149
    • Cubasch, U.1    von Storch, H.2    Waszkewitz, J.3    Zorita, E.4
  • 11
    • 34250027040 scopus 로고    scopus 로고
    • Water-vapor source shift of Xinjiang region during the recent twenty years
    • Dai XG, Li WH, Ma ZG, Wang P. 2007. Water-vapor source shift of Xinjiang region during the recent twenty years. Progress in Natural Science 17(5): 569-575.
    • (2007) Progress in Natural Science , vol.17 , Issue.5 , pp. 569-575
    • Dai, X.G.1    Li, W.H.2    Ma, Z.G.3    Wang, P.4
  • 12
    • 18744391157 scopus 로고    scopus 로고
    • A comparison of statistical downscaling and climate change factor methods: impacts on low flows in the river Thames, United Kingdom
    • Diaz-Nieto J, Wilby RL. 2005. A comparison of statistical downscaling and climate change factor methods: impacts on low flows in the river Thames, United Kingdom. Climatic Change 69: 245-268.
    • (2005) Climatic Change , vol.69 , pp. 245-268
    • Diaz-Nieto, J.1    Wilby, R.L.2
  • 13
    • 19744363846 scopus 로고    scopus 로고
    • Hydrologic impact of climate change in the Saguenay watershed: comparison of downscaling methods and hydrologic models
    • Dibike YB, Coulibaly P. 2005. Hydrologic impact of climate change in the Saguenay watershed: comparison of downscaling methods and hydrologic models. Journal of Hydrology 307: 145-163.
    • (2005) Journal of Hydrology , vol.307 , pp. 145-163
    • Dibike, Y.B.1    Coulibaly, P.2
  • 15
    • 35348933854 scopus 로고    scopus 로고
    • Linking climate modeling to impacts studies: recent advances in downscaling techniques for hydrological modeling
    • Fowler HJ, Blenkinsop S, Tebaldi C. 2007. Linking climate modeling to impacts studies: recent advances in downscaling techniques for hydrological modeling. International journal of Climatology 27: 1547-1578.
    • (2007) International journal of Climatology , vol.27 , pp. 1547-1578
    • Fowler, H.J.1    Blenkinsop, S.2    Tebaldi, C.3
  • 16
    • 35348956499 scopus 로고    scopus 로고
    • Temperature change signals in northern Canada: convergence of statistical downscaling results using two driving GCMs
    • Gachon P, Dibike Y. 2007. Temperature change signals in northern Canada: convergence of statistical downscaling results using two driving GCMs. International Journal of Climatology 27: 1623-1641.
    • (2007) International Journal of Climatology , vol.27 , pp. 1623-1641
    • Gachon, P.1    Dibike, Y.2
  • 17
    • 0014254846 scopus 로고
    • Probability plotting methods for the analysis of data
    • Gnanadesikan R, Wilk MB. 1968. Probability plotting methods for the analysis of data. Biometrika 55(1): 1-17.
    • (1968) Biometrika , vol.55 , Issue.1 , pp. 1-17
    • Gnanadesikan, R.1    Wilk, M.B.2
  • 18
    • 0032413136 scopus 로고    scopus 로고
    • Development of daily rainfall scenarios for Southeast Spain using a circulation-type approach to downscaling
    • Goodess CM, Palutikof JP. 1998. Development of daily rainfall scenarios for Southeast Spain using a circulation-type approach to downscaling. International Journal of Climatology 10: 1051-1083.
    • (1998) International Journal of Climatology , vol.10 , pp. 1051-1083
    • Goodess, C.M.1    Palutikof, J.P.2
  • 19
    • 48649110696 scopus 로고    scopus 로고
    • Analysis of Indian monsoon daily rainfall on subseasonal to multidecadal time-scales using a hidden Markov model
    • Greene AM, Robertson AW, Kirshner S. 2008. Analysis of Indian monsoon daily rainfall on subseasonal to multidecadal time-scales using a hidden Markov model. Quarterly Journal of the Royal Meteorological Society 134: 875-887.
    • (2008) Quarterly Journal of the Royal Meteorological Society , vol.134 , pp. 875-887
    • Greene, A.M.1    Robertson, A.W.2    Kirshner, S.3
  • 20
    • 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
  • 21
    • 0000750346 scopus 로고
    • Incorporating spatial dependence and atmospheric data in a model of precipitation
    • Huges JP, Guttorp P. 1994. Incorporating spatial dependence and atmospheric data in a model of precipitation. Journal of Applied Meteorology 33(12): 1503-1515.
    • (1994) Journal of Applied Meteorology , vol.33 , Issue.12 , pp. 1503-1515
    • Huges, J.P.1    Guttorp, P.2
  • 22
    • 0033480863 scopus 로고    scopus 로고
    • A non-homogeneous hidden Markov model for precipitation occurrence
    • Hughes JP, Guttorp P, Charles SP. 1999. A non-homogeneous hidden Markov model for precipitation occurrence. Applied Statistics 48(1): 15-30.
    • (1999) Applied Statistics , vol.48 , Issue.1 , pp. 15-30
    • Hughes, J.P.1    Guttorp, P.2    Charles, S.P.3
  • 24
    • 0001063092 scopus 로고
    • A method of relating general circulation model simulated climate to observed local climate. Part I: seasonal statistics
    • Karl TR, Wang WC, Schlesinger ME, Knight RW, Portman D. 1990. A method of relating general circulation model simulated climate to observed local climate. Part I: seasonal statistics. Journal of Climate 3: 1053-1079.
    • (1990) Journal of Climate , vol.3 , pp. 1053-1079
    • Karl, T.R.1    Wang, W.C.2    Schlesinger, M.E.3    Knight, R.W.4    Portman, D.5
  • 25
    • 32044447474 scopus 로고    scopus 로고
    • Uncertainty analysis of statistical downscaling methods
    • Khan MS, Coulibaly P, Dibike Y. 2006. Uncertainty analysis of statistical downscaling methods. Journal of Hydrology 319: 357-382.
    • (2006) Journal of Hydrology , vol.319 , pp. 357-382
    • Khan, M.S.1    Coulibaly, P.2    Dibike, Y.3
  • 26
    • 80054896894 scopus 로고    scopus 로고
    • Modeling of Multivariate Time Series using Hidden Markov Models, PhD thesis, University of California, Irvine
    • Kirshner S. 2005. Modeling of Multivariate Time Series using Hidden Markov Models, PhD thesis, University of California, Irvine.
    • (2005)
    • Kirshner, S.1
  • 29
    • 0033172619 scopus 로고    scopus 로고
    • An evaluation of statistical and dynamical techniques for downscaling local climate
    • Murphy JM. 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.M.1
  • 30
    • 34648846197 scopus 로고    scopus 로고
    • Evaluation of the AR4 climate models' simulated daily maximum temperature, minimum temperature, and precipitation over Australia using probability density functions
    • Perkins SE, Pitman AJ, Holbrook NJ, Mcaneney J. 2007. Evaluation of the AR4 climate models' simulated daily maximum temperature, minimum temperature, and precipitation over Australia using probability density functions. Journal of Climate 20: 4356-4376.
    • (2007) Journal of Climate , vol.20 , pp. 4356-4376
    • Perkins, S.E.1    Pitman, A.J.2    Holbrook, N.J.3    Mcaneney, J.4
  • 31
    • 60849093464 scopus 로고    scopus 로고
    • Assessing uncertainties in climate change impact analyses on the river flow regimes in the UK. Part 1: baseline climate
    • DOI: 10.1007/s10584-008-9464-3.
    • Prudhomme C, Davies H. 2009. Assessing uncertainties in climate change impact analyses on the river flow regimes in the UK. Part 1: baseline climate. Climate Change 93: 177-195, DOI: 10.1007/s10584-008-9464-3.
    • (2009) Climate Change , vol.93 , pp. 177-195
    • Prudhomme, C.1    Davies, H.2
  • 32
    • 44949243343 scopus 로고    scopus 로고
    • Precipitation division and climate shift in China from 1960 to 2000
    • Qian WH, Qin A. 2008. Precipitation division and climate shift in China from 1960 to 2000. Theoretical and Applied Climatology 93: 1-17.
    • (2008) Theoretical and Applied Climatology , vol.93 , pp. 1-17
    • Qian, W.H.1    Qin, A.2
  • 33
    • 11044237669 scopus 로고    scopus 로고
    • Downscaling of daily rainfall occurrence over Northeast Brazil using a hidden Markov model
    • Robertson AW, Kershner S, Smyth P. 2004. Downscaling of daily rainfall occurrence over Northeast Brazil using a hidden Markov model. Journal of Climate 17: 4407-4424.
    • (2004) Journal of Climate , vol.17 , pp. 4407-4424
    • Robertson, A.W.1    Kershner, S.2    Smyth, P.3
  • 34
    • 0032534216 scopus 로고    scopus 로고
    • Downscaling local extreme temperature changes in south-eastern Australia from the CSIRO Mark2 GCM
    • Schubert S. 1998. Downscaling local extreme temperature changes in south-eastern Australia from the CSIRO Mark2 GCM. International Journal of Climatology 18: 1419-1438.
    • (1998) International Journal of Climatology , vol.18 , pp. 1419-1438
    • Schubert, S.1
  • 35
    • 0000030811 scopus 로고    scopus 로고
    • A statistical model to downscale local daily temperature extremes from synoptic-scale atmospheric circulation patterns in the Australian region
    • Schubert S, Sellers AH. 1997. A statistical model to downscale local daily temperature extremes from synoptic-scale atmospheric circulation patterns in the Australian region. Climate Dynamics 13: 223-234.
    • (1997) Climate Dynamics , vol.13 , pp. 223-234
    • Schubert, S.1    Sellers, A.H.2
  • 36
    • 0037591733 scopus 로고    scopus 로고
    • An estimate of future climate change for western France using a statistical downscaling technique
    • DOI: 10.1007/s00382-002-0298-9.
    • Timbal B, Dufour A, McAvaney B. 2003. An estimate of future climate change for western France using a statistical downscaling technique. Climate Dynamics 20: 807-823, DOI: 10.1007/s00382-002-0298-9.
    • (2003) Climate Dynamics , vol.20 , pp. 807-823
    • Timbal, B.1    Dufour, A.2    McAvaney, B.3
  • 37
    • 60749094777 scopus 로고    scopus 로고
    • Evaluating the consistency between statistically downscaled and global dynamical model climate change projections
    • Timbal B, Hope P, Charles S. 2008. Evaluating the consistency between statistically downscaled and global dynamical model climate change projections. Journal of Climate 21(22): 6052-6059.
    • (2008) Journal of Climate , vol.21 , Issue.22 , pp. 6052-6059
    • Timbal, B.1    Hope, P.2    Charles, S.3
  • 38
    • 34547614648 scopus 로고    scopus 로고
    • Climate change scenarios for surface temperature in Emilia-Romagna (Italy) obtained using statistical downscaling models
    • DOI: 10.1007/s00704-006-0275-z.
    • Tomozeiu R, Cacciamani C, Pavan V, Morgillo A, Busuioc A. 2007. Climate change scenarios for surface temperature in Emilia-Romagna (Italy) obtained using statistical downscaling models. Theoretical and Applied Climatology 90: 25-47, DOI: 10.1007/s00704-006-0275-z.
    • (2007) Theoretical and Applied Climatology , vol.90 , pp. 25-47
    • Tomozeiu, R.1    Cacciamani, C.2    Pavan, V.3    Morgillo, A.4    Busuioc, A.5
  • 39
  • 40
    • 80054961525 scopus 로고    scopus 로고
    • Guidelines for use of climate scenarios developed from statistical downscaling methods. Supporting material of the Intergovernmental Panel on Climate Change (IPCC), prepared on behalf of Task Group on Data and Scenario Support for Impacts and Climate Analysis (TGICA)
    • Wilby RL, Charles SP, Zorita E, Timbal B, Whetton P, Mearns LO. 2004. Guidelines for use of climate scenarios developed from statistical downscaling methods. Supporting material of the Intergovernmental Panel on Climate Change (IPCC), prepared on behalf of Task Group on Data and Scenario Support for Impacts and Climate Analysis (TGICA).
    • (2004)
    • Wilby, R.L.1    Charles, S.P.2    Zorita, E.3    Timbal, B.4    Whetton, P.5    Mearns, L.O.6
  • 41
    • 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: 147-159.
    • (2002) Environmental Modelling and Software , vol.17 , pp. 147-159
    • Wilby, R.L.1    Dawson, C.W.2    Barrow, E.M.3
  • 43
    • 33749530000 scopus 로고    scopus 로고
    • Integrated modelling of climate change impacts on water resources and quality in a lowland catchment-River Kennet, UK
    • Wilby RL, Whitehead PG, Wade AJ, Butterfield D, Davis RJ, Watts G. 2006. Integrated modelling of climate change impacts on water resources and quality in a lowland catchment-River Kennet, UK. Journal of Hydrology 330: 204-220.
    • (2006) Journal of Hydrology , vol.330 , pp. 204-220
    • Wilby, R.L.1    Whitehead, P.G.2    Wade, A.J.3    Butterfield, D.4    Davis, R.J.5    Watts, G.6
  • 44
    • 0031412203 scopus 로고    scopus 로고
    • Downscaling general circulation model output: a review of methods and limitations
    • Wilby RL, Wigley TML. 1997. Downscaling general circulation model output: a review of methods and limitations. Progress in Physical Geography 214: 530-548.
    • (1997) Progress in Physical Geography , vol.214 , pp. 530-548
    • Wilby, R.L.1    Wigley, T.M.L.2
  • 45
    • 0034070008 scopus 로고    scopus 로고
    • Precipitation predictors for downscaling: observed and general circulation model relationships
    • Wilby RL, Wigley TML. 2000. Precipitation predictors for downscaling: observed and general circulation model relationships. International Journal of Climatology 20: 641-661.
    • (2000) International Journal of Climatology , vol.20 , pp. 641-661
    • Wilby, R.L.1    Wigley, T.M.L.2
  • 46
    • 0033429287 scopus 로고    scopus 로고
    • The weather generation game: a review of stochastic weather models
    • Wilks DS, Wilby RL. 1999. The weather generation game: a review of stochastic weather models. Progress in Physical Geography 23: 329-357.
    • (1999) Progress in Physical Geography , vol.23 , pp. 329-357
    • Wilks, D.S.1    Wilby, R.L.2
  • 47
    • 61749083061 scopus 로고    scopus 로고
    • Climate-based sensitivity of air quality to climate change scenarios for the southwestern United States
    • Wise EK. 2009. Climate-based sensitivity of air quality to climate change scenarios for the southwestern United States. International Journal of Climatology 29: 87-97.
    • (2009) International Journal of Climatology , vol.29 , pp. 87-97
    • Wise, E.K.1
  • 48
    • 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
  • 49
    • 71549167615 scopus 로고    scopus 로고
    • Hydro-climate trends of the Tarim River basin for the last 50 years
    • Xu ZX, Liu ZF, Fu GB, Chen YN. 2010. Hydro-climate trends of the Tarim River basin for the last 50 years. Journal of Arid Environments 74: 256-267.
    • (2010) Journal of Arid Environments , vol.74 , pp. 256-267
    • Xu, Z.X.1    Liu, Z.F.2    Fu, G.B.3    Chen, Y.N.4


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