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Volumn 12, Issue 8 PART 2, 1999, Pages 2474-2489

The analog method as a simple statistical downscaling technique: Comparison with more complicated methods

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATE MODELING; DOWNSCALING; GENERAL CIRCULATION MODEL;

EID: 0033172665     PISSN: 08948755     EISSN: None     Source Type: Journal    
DOI: 10.1175/1520-0442(1999)012<2474:tamaas>2.0.co;2     Document Type: Article
Times cited : (634)

References (42)
  • 1
    • 0027101552 scopus 로고
    • Space-time model for daily rainfall using atmospheric circulation patterns
    • Bárdossy, A., and E. J. Plate, 1992: Space-time model for daily rainfall using atmospheric circulation patterns. Water Resour. Res., 28, 1247-1259.
    • (1992) Water Resour. Res. , vol.28 , pp. 1247-1259
    • Bárdossy, A.1    Plate, E.J.2
  • 2
    • 0001570586 scopus 로고
    • Multifield analog prediction of short-term climate fluctuations using a climate state vector
    • Barnett, T., and R. Preisendorfer, 1978: Multifield analog prediction of short-term climate fluctuations using a climate state vector. J. Atmos. Sci., 35, 1771-1787.
    • (1978) J. Atmos. Sci. , vol.35 , pp. 1771-1787
    • Barnett, T.1    Preisendorfer, R.2
  • 3
    • 0033117438 scopus 로고    scopus 로고
    • Estimation of precipitation by kriging in the EOF space of the sea level pressure field
    • Biau, G., E. Zorita, H. von Storch, and H. Wackernagel, 1999: Estimation of precipitation by kriging in the EOF space of the sea level pressure field. J. Climate, 12, 1070-1085.
    • (1999) J. Climate , vol.12 , pp. 1070-1085
    • Biau, G.1    Zorita, E.2    Von Storch, H.3    Wackernagel, H.4
  • 5
    • 0000825696 scopus 로고
    • An intercomparison of methods to find coupled patterns in climate data
    • Bretherton, C., C. Smith, and J. Wallace, 1992: An intercomparison of methods to find coupled patterns in climate data. J. Climate, 5, 541-560.
    • (1992) J. Climate , vol.5 , pp. 541-560
    • Bretherton, C.1    Smith, C.2    Wallace, J.3
  • 6
    • 0030417468 scopus 로고    scopus 로고
    • Expanded downscaling for generating local weather scenarios
    • Bürger, G., 1996: Expanded downscaling for generating local weather scenarios. Climate Res., 7, 111-128.
    • (1996) Climate Res. , vol.7 , pp. 111-128
    • Bürger, G.1
  • 7
    • 0027789330 scopus 로고
    • Cluster analysis of the Northern hemisphere wintertime 500-hPa height fields: Spatial patterns
    • Cheng, X., and J. M. Wallace, 1993: Cluster analysis of the Northern Hemisphere wintertime 500-hPa height fields: Spatial patterns. J. Atmos. Sci., 50, 2647-2696.
    • (1993) J. Atmos. Sci. , vol.50 , pp. 2647-2696
    • Cheng, X.1    Wallace, J.M.2
  • 9
    • 0030419604 scopus 로고    scopus 로고
    • Estimates of climate changes in southern Europe using different downscaling techniques
    • Cubasch, U., H. von Storch, J. Waszkewitz, and E. Zorita, 1996: Estimates of climate changes in southern Europe using different downscaling techniques. Climate Res., 7, 129-149.
    • (1996) Climate Res. , vol.7 , pp. 129-149
    • Cubasch, U.1    Von Storch, H.2    Waszkewitz, J.3    Zorita, E.4
  • 10
    • 0026448657 scopus 로고
    • Nonlinear predictions, chaos, and noise
    • Elsner, J. B., and A. A. Tsonis, 1992: Nonlinear predictions, chaos, and noise. Bull. Amer. Meteor. Soc., 73, 49-60.
    • (1992) Bull. Amer. Meteor. Soc. , vol.73 , pp. 49-60
    • Elsner, J.B.1    Tsonis, A.A.2
  • 11
    • 0343464961 scopus 로고
    • Niederschlag und lufttemperatur im alpenraum
    • Fliri, F., 1974: Niederschlag und Lufttemperatur im Alpenraum. Wiss. Alpenv., 24, 111-125.
    • (1974) Wiss. Alpenv. , vol.24 , pp. 111-125
    • Fliri, F.1
  • 12
    • 0026288344 scopus 로고
    • Approaches to the simulations of regional climate change: A review
    • Giorgi, F., and L. O. Mearns, 1991: Approaches to the simulations of regional climate change: A review. Rev. Geophys., 29, 191-216.
    • (1991) Rev. Geophys. , vol.29 , pp. 191-216
    • Giorgi, F.1    Mearns, L.O.2
  • 13
    • 0028571018 scopus 로고
    • Reconstructing the El Niño attractor with neural networks
    • Grieger, B., and M. Latif, 1994: Reconstructing the El Niño attractor with neural networks. Climate Dyn., 10, 267-276.
    • (1994) Climate Dyn. , vol.10 , pp. 267-276
    • Grieger, B.1    Latif, M.2
  • 14
    • 0001154068 scopus 로고
    • The use of general circulation models to predict regional climate change
    • Grotch, S., and M. MacCracken, 1991: The use of general circulation models to predict regional climate change. J. Climate, 4, 286-303.
    • (1991) J. Climate , vol.4 , pp. 286-303
    • Grotch, S.1    MacCracken, M.2
  • 15
    • 0025621190 scopus 로고
    • Northern hemisphere atmospheric response to changes of Atlantic ocean SST on decadal time scales: A GCM experiment
    • Hense, A., R. Glowienka-Hense, H. von Storch, and U. Stahler, 1990: Northern Hemisphere atmospheric response to changes of Atlantic Ocean SST on decadal time scales: A GCM experiment. Climate Dyn., 4, 157-174.
    • (1990) Climate Dyn. , vol.4 , pp. 157-174
    • Hense, A.1    Glowienka-Hense, R.2    Von Storch, H.3    Stahler, U.4
  • 16
    • 0030417301 scopus 로고    scopus 로고
    • Climate downscaling: Techniques and application
    • Hewitson, B., 1996: Climate downscaling: Techniques and application. Climate Res., 7, 85-95.
    • (1996) Climate Res. , vol.7 , pp. 85-95
    • Hewitson, B.1
  • 17
    • 0027042223 scopus 로고
    • Large-scale atmospheric controls on local precipitation in tropical Mexico
    • _, and R. G. Crane, 1992: Large-scale atmospheric controls on local precipitation in tropical Mexico. Geophys. Res. Lett., 19, 1835-1838.
    • (1992) Geophys. Res. Lett. , vol.19 , pp. 1835-1838
    • Crane, R.G.1
  • 18
    • 0027846559 scopus 로고
    • A stochastic approach for assessing the effect of changes in regional circulation patterns on local precipitation
    • Hughes, J., D. Lettenmaier, and P. Guttorp, 1993: A stochastic approach for assessing the effect of changes in regional circulation patterns on local precipitation. Water Resour. Res., 29, 3303-3315.
    • (1993) Water Resour. Res. , vol.29 , pp. 3303-3315
    • Hughes, J.1    Lettenmaier, D.2    Guttorp, P.3
  • 19
    • 0001852387 scopus 로고
    • Validation of gcm control simulations using indices of daily airflow types over the British isles
    • Hulme, M., K. Briffa, P. Jones, and C. Senior, 1993: Validation of GCM control simulations using indices of daily airflow types over the British Isles. Climate Dyn., 9, 95-105.
    • (1993) Climate Dyn. , vol.9 , pp. 95-105
    • Hulme, M.1    Briffa, K.2    Jones, P.3    Senior, C.4
  • 20
    • 0027843705 scopus 로고
    • A comparison of the Lamb circulation types with an objective classification derived from grid-point mean-sea-level pressure data
    • Jones, P., M. Hulme, and K. Briffa, 1993: A comparison of the Lamb circulation types with an objective classification derived from grid-point mean-sea-level pressure data. Int. J. Climatol., 13, 655-665.
    • (1993) Int. J. Climatol. , vol.13 , pp. 655-665
    • Jones, P.1    Hulme, M.2    Briffa, K.3
  • 21
    • 0001063092 scopus 로고
    • A method of relating general circulation model simulated climate to the observed local climate. Part I: Seasonal statistics
    • Karl, T. M., W.-C. Wang, M. E. Schlesinger, D. E. Knight, and D. Portman, 1990: A method of relating General Circulation Model simulated climate to the observed local climate. Part I: Seasonal statistics. J. Climate, 3, 1053-1079.
    • (1990) J. Climate , vol.3 , pp. 1053-1079
    • Karl, T.M.1    Wang, W.-C.2    Schlesinger, M.E.3    Knight, D.E.4    Portman, D.5
  • 22
    • 0343900729 scopus 로고    scopus 로고
    • A regional version of the ocean general circulation model OPYC with open boundaries and tides
    • in press
    • Kauker, F., and J. Oberhuber, 1998: A regional version of the ocean general circulation model OPYC with open boundaries and tides. Tellus, in press.
    • (1998) Tellus
    • Kauker, F.1    Oberhuber, J.2
  • 23
    • 0020868675 scopus 로고
    • Use of an analogue procedure to formulate objective probabilistic temperature forecasts in the netherlands
    • Kruizinga, S., and A. Murphy, 1983: Use of an analogue procedure to formulate objective probabilistic temperature forecasts in the Netherlands. Mon. Wea. Rev., 111, 2244-2254.
    • (1983) Mon. Wea. Rev. , vol.111 , pp. 2244-2254
    • Kruizinga, S.1    Murphy, A.2
  • 24
    • 0002105506 scopus 로고
    • British isles weather types and a register of daily sequences of circulation patterns, 1861-1971
    • HMSO, London, 85 pp. [Available from HMSO, P.O. Box 276, London SW8 5DT, United Kingdom.]
    • Lamb, H. H., 1972: British Isles weather types and a register of daily sequences of circulation patterns, 1861-1971. Geopysical Memoir 116, HMSO, London, 85 pp. [Available from HMSO, P.O. Box 276, London SW8 5DT, United Kingdom.]
    • (1972) Geopysical Memoir , vol.116
    • Lamb, H.H.1
  • 25
    • 0023107993 scopus 로고
    • The North Atlantic oscillation: Concept and an application
    • Lamb, P., and R. Peppler, 1987: The North Atlantic oscillation: Concept and an application. Bull. Amer. Meteor. Soc., 68, 1218-1225.
    • (1987) Bull. Amer. Meteor. Soc. , vol.68 , pp. 1218-1225
    • Lamb, P.1    Peppler, R.2
  • 26
    • 0040715971 scopus 로고
    • Special issue on neural networks
    • Lau, C., and B. Widrow, Eds., 1990: Special issue on neural networks. Proc. IEEE, 78, 1411-1414.
    • (1990) Proc. IEEE , vol.78 , pp. 1411-1414
    • Lau, C.1    Widrow, B.2
  • 27
    • 0030411229 scopus 로고    scopus 로고
    • Representation of topography in spectral climate models and its effect on simulated precipitation
    • Lindberg, C., and A. Broccoli, 1996: Representation of topography in spectral climate models and its effect on simulated precipitation. J. Climate, 9, 2641-2659.
    • (1996) J. Climate , vol.9 , pp. 2641-2659
    • Lindberg, C.1    Broccoli, A.2
  • 28
    • 0014534148 scopus 로고
    • Atmospheric predictability as revealed by naturally occurring analogs
    • Lorenz, E. N., 1969: Atmospheric predictability as revealed by naturally occurring analogs. J. Atmos. Sci., 26, 639-646.
    • (1969) J. Atmos. Sci. , vol.26 , pp. 639-646
    • Lorenz, E.N.1
  • 29
    • 0003445201 scopus 로고    scopus 로고
    • Validation of present-day regional climate simulations over europe: Nested LAM and variable resolution global model simulations with observed or mixed ocean boundary conditions
    • 60 pp. [Available from Max-Planck-Institut für Meteorologie, Bundesstr. 55, D-20146 Hamburg, Germany.]
    • Machenhauer, B., M. Windelbrand, M. Bozet, and M. Deque, 1996: Validation of present-day regional climate simulations over Europe: Nested LAM and variable resolution global model simulations with observed or mixed ocean boundary conditions. Max-Planck-Institut Rep. 191, 60 pp. [Available from Max-Planck-Institut für Meteorologie, Bundesstr. 55, D-20146 Hamburg, Germany.]
    • (1996) Max-Planck-Institut Rep. , vol.191
    • Machenhauer, B.1    Windelbrand, M.2    Bozet, M.3    Deque, M.4
  • 31
    • 0028584611 scopus 로고
    • Predicting indian monsoon rainfall - A neural network approach
    • Navone, D., and H. A. Ceccatto, 1994: Predicting Indian monsoon rainfall - A neural network approach. Climate Dyn., 10, 305-312.
    • (1994) Climate Dyn. , vol.10 , pp. 305-312
    • Navone, D.1    Ceccatto, H.A.2
  • 32
    • 0030429004 scopus 로고    scopus 로고
    • A case study of the adequacy of GCM simulations for input to regional climate change
    • Risbey, J., and P. Stone, 1996: A case study of the adequacy of GCM simulations for input to regional climate change. J. Climate, 9, 1441-1467.
    • (1996) J. Climate , vol.9 , pp. 1441-1467
    • Risbey, J.1    Stone, P.2
  • 33
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rummelhart, D. E., G. E. Hinton, and R. J. Williams, 1986: Learning representations by back-propagating errors. Nature, 323, 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rummelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 34
    • 0032418383 scopus 로고    scopus 로고
    • A case study of statistical downscaling in Australia using weather classification by recursive partitioning
    • Schnur, R., and D. P. Lettenmaier, 1998: A case study of statistical downscaling in Australia using weather classification by recursive partitioning. J. Hydrology, 213, 362-379.
    • (1998) J. Hydrology , vol.213 , pp. 362-379
    • Schnur, R.1    Lettenmaier, D.P.2
  • 35
    • 34250602035 scopus 로고
    • Die klassifikation der wetterlagen im alpengebiet
    • Schuepp, M., 1953: Die Klassifikation der Wetterlagen im Alpengebiet. Geofis. Pura Appl., 44, 242-248.
    • (1953) Geofis. Pura Appl. , vol.44 , pp. 242-248
    • Schuepp, M.1
  • 36
    • 0000873724 scopus 로고
    • Regional analysis of the Northern Hemisphere 50 kPa geopotential height from 1946 to 1985
    • Shabbar, A., K. Kiguchi, and K. Knox, 1990: Regional analysis of the Northern Hemisphere 50 kPa geopotential height from 1946 to 1985. J. Climate, 3, 543-557.
    • (1990) J. Climate , vol.3 , pp. 543-557
    • Shabbar, A.1    Kiguchi, K.2    Knox, K.3
  • 37
    • 0001275437 scopus 로고    scopus 로고
    • Forecasting the equatorial Pacific sea surface temperatures by neural networks models
    • Tangang, F. T, W. W. Hsieh, and B. Tang, 1997: Forecasting the equatorial Pacific sea surface temperatures by neural networks models. Climate Dyn., 13, 135-147.
    • (1997) Climate Dyn. , vol.13 , pp. 135-147
    • Tangang, F.T.1    Hsieh, W.W.2    Tang, B.3
  • 38
    • 0028584096 scopus 로고
    • Searching for analogs, how long must we wait?
    • van den Dool, H., 1994: Searching for analogs, how long must we wait? Tellus, 46A, 314-324.
    • (1994) Tellus , vol.46 A , pp. 314-324
    • Van Den Dool, H.1
  • 39
    • 0002208553 scopus 로고
    • Inconsistencies at the interface between climate research and climate impact studies
    • von Storch, H., 1995: Inconsistencies at the interface between climate research and climate impact studies. Meteor. Z., 4, 72-80.
    • (1995) Meteor. Z. , vol.4 , pp. 72-80
    • Von Storch, H.1
  • 40
    • 0027870087 scopus 로고
    • Downscaling of climate change estimates to regional scales: An application to iberian winter rainfall in winter time
    • _, E. Zorita, and U. Cubasch, 1993: Downscaling of climate change estimates to regional scales: An application to Iberian winter rainfall in winter time. J. Climate, 6, 1161-1171.
    • (1993) J. Climate , vol.6 , pp. 1161-1171
    • Zorita, E.1    Cubasch, U.2
  • 41
    • 0031412203 scopus 로고    scopus 로고
    • Downscaling general circulation model output: A review of methods and limitations
    • Wilby, R. L., and T. M. L. Wigley, 1997: Downscaling general circulation model output: A review of methods and limitations. Prog. Phys. Geogr., 21, 530-548.
    • (1997) Prog. Phys. Geogr. , vol.21 , pp. 530-548
    • Wilby, R.L.1    Wigley, T.M.L.2
  • 42
    • 0029477072 scopus 로고
    • Stochastic downscaling of regional circulation patterns for climate model diagnosis and estimation of local precipitation
    • Zorita, E., J. Hughes, D. Lettenmaier, and H. von Storch, 1995: Stochastic downscaling of regional circulation patterns for climate model diagnosis and estimation of local precipitation. J. Climate, 8, 1023-1042.
    • (1995) J. Climate , vol.8 , pp. 1023-1042
    • Zorita, E.1    Hughes, J.2    Lettenmaier, D.3    Von Storch, H.4


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