-
1
-
-
0347765712
-
Multi-site simulation of daily precipitation and temperature conditional on the atmospheric circulation
-
Beersma, J., and T. Buishand, 2003: Multi-site simulation of daily precipitation and temperature conditional on the atmospheric circulation. Climate Res., 25, 121-133.
-
(2003)
Climate Res.
, vol.25
, pp. 121-133
-
-
Beersma, J.1
Buishand, T.2
-
2
-
-
0037077321
-
Empirically downscaled temperature scenarios for northern Europe based on a multi-model ensemble
-
Benestad, R. E., 2002: Empirically downscaled temperature scenarios for northern Europe based on a multi-model ensemble. Climate Res., 21, 105-125.
-
(2002)
Climate Res.
, vol.21
, pp. 105-125
-
-
Benestad, R.E.1
-
3
-
-
27544471904
-
Climate change scenarios for northern Europe from multi-model IPCC AR4 climate simulations
-
doi:101029/2005GL023401
-
Benestad, R. E., 2005: Climate change scenarios for northern Europe from multi-model IPCC AR4 climate simulations. Geophys. Res. Lett., 32, L17704, doi:10.1029/2005GL023401.
-
(2005)
Geophys. Res. Lett.
, vol.32
, pp. 17704
-
-
Benestad, R.E.1
-
4
-
-
77149155350
-
Downscaling precipitation extremes: Correction of analogmodels through PDF predictions
-
doi:101007/s00704-009-0158-1
-
Benestad, R. E., 2010: Downscaling precipitation extremes: Correction of analogmodels through PDF predictions. Theor. Appl.Climatol., 100, 1-21, doi:10.1007/s00704-009-0158-1.
-
(2010)
Theor. Appl.Climatol.
, vol.100
, pp. 1-21
-
-
Benestad, R.E.1
-
5
-
-
79551710693
-
A new global set of downscaled temperature scenarios
-
Benestad, R. E., 2011: A new global set of downscaled temperature scenarios. J. Climate, 24, 2080-2098.
-
(2011)
J. Climate
, vol.24
, pp. 2080-2098
-
-
Benestad, R.E.1
-
6
-
-
80052502102
-
Validation of the ENSEMBLES global climate models over southwestern Europe using probability density functions, from a downscaling perspective
-
doi:103354/cr00995.
-
Brands, S., S. Herrera, D. San-Martín, and J. M. Gutiérrez, 2011a: Validation of the ENSEMBLES global climate models over southwestern Europe using probability density functions, from a downscaling perspective. Climate Res., 48, 145-161, doi:10.3354/cr00995.
-
(2011)
Climate Res.
, vol.48
, pp. 145-161
-
-
Brands, S.1
Herrera, S.2
San-Martín, D.3
Gutiérrez, J.M.4
-
7
-
-
80052458631
-
Statistical downscaling of daily temperatures in the NWIberian Peninsula from global climate models: Validation and future scenarios
-
doi:103354/ cr00906.
-
Brands, S.,J.J. Taboada, A. S. Cofiño, T. Sauter, and C. Schneider, 2011b: Statistical downscaling of daily temperatures in the NWIberian Peninsula from global climate models: Validation and future scenarios. Climate Res., 48, 163-176, doi:10.3354/ cr00906.
-
(2011)
Climate Res.
, vol.48
, pp. 163-176
-
-
Brands, S.1
Taboada, J.J.2
Cofiño, A.S.3
Sauter, T.4
Schneider, C.5
-
8
-
-
84859341957
-
On the use of reanalysis data for downscaling
-
Brands, S., J.M.Gutiérrez, S.Herrera, and A. S. Cofiño, 2012:On the use of reanalysis data for downscaling. J. Climate, 25, 2517-2526.
-
(2012)
J. Climate
, vol.25
, pp. 2517-2526
-
-
Brands, S.1
Gutiérrez, J.M.2
Herrera, S.3
Cofiño, A.S.4
-
9
-
-
0032432719
-
Simulation of extreme precipitation in the Rhine basin by nearest-neighbour resampling
-
Brandsma, T., and T. Buishand, 1998: Simulation of extreme precipitation in the Rhine basin by nearest-neighbour resampling. Hydrol. Earth Syst. Sci., 2, 195-209.
-
(1998)
Hydrol. Earth Syst. Sci.
, vol.2
, pp. 195-209
-
-
Brandsma, T.1
Buishand, T.2
-
10
-
-
84862008127
-
Downscaling extremes-An intercomparison of multiple statistical methods for present climate
-
Bürger, G., T. Q. Murdock, A. T. Werner, S. R. Sobie, and A. J. Cannon, 2012: Downscaling extremes-An intercomparison of multiple statistical methods for present climate. J. Climate, 25, 4366-4388.
-
(2012)
J. Climate
, vol.25
, pp. 4366-4388
-
-
Bürger, G.1
Murdock, T.Q.2
Werner, A.T.3
Sobie, S.R.4
Cannon, A.J.5
-
12
-
-
34247621364
-
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 Planet. Change, 57, 16-26.
-
(2007)
Global Planet. Change
, vol.57
, pp. 16-26
-
-
Déqué, M.1
-
13
-
-
0000259511
-
Approximate statistical tests for comparing supervised classification learning algorithms
-
doi:101162/089976698300017197
-
Dietterich, T., 1998: Approximate statistical tests for comparing supervised classification learning algorithms. Neural Comput., 10, 1895-1923, doi:10.1162/089976698300017197.
-
(1998)
Neural Comput.
, vol.10
, pp. 1895-1923
-
-
Dietterich, T.1
-
14
-
-
34047222723
-
Testing statistical downscaling methods in simulated climates
-
doi:101029/2006GL027453.
-
Frías, M.D.,E.Zorita, J. Fernández, and C. Rodríguez-Puebla, 2006: Testing statistical downscaling methods in simulated climates. Geophys. Res. Lett., 33, L19807, doi:10.1029/2006GL027453.
-
(2006)
Geophys. Res. Lett.
, vol.33
-
-
Frías, M.D.1
Zorita, E.2
Fernández, J.3
Rodríguez-Puebla, C.4
-
15
-
-
4644237056
-
Clustering methods for statistical downscaling in short-range weather forecasts
-
Gutiérrez, J., A. Cofiño, R. Cano, and M. Rodríguez, 2004: Clustering methods for statistical downscaling in short-range weather forecasts. Mon. Wea. Rev., 132, 2169-2183.
-
(2004)
Mon. Wea. Rev.
, vol.132
, pp. 2169-2183
-
-
Gutiérrez, J.1
Cofiño, A.2
Cano, R.3
Rodríguez, M.4
-
16
-
-
80052272312
-
Climate variability and projected change in the western United States: Regional downscaling and drought statistics
-
doi:101007/s00382-010-0838-7
-
Gutzler, D. S., and T. O. Robbins, 2011: Climate variability and projected change in the western United States: Regional downscaling and drought statistics. Climate Dyn., 37, 835-849, doi:10.1007/s00382-010-0838-7.
-
(2011)
Climate Dyn.
, vol.37
, pp. 835-849
-
-
Gutzler, D.S.1
Robbins, T.O.2
-
17
-
-
80052007263
-
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.
-
(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
-
18
-
-
27744462456
-
Statistical downscaling of climate scenarios over Scandinavia
-
Hanssen-Bauer, I., C. Achberger, R. Benestad, D. Chen, and E. Førland, 2005: Statistical downscaling of climate scenarios over Scandinavia. Climate Res., 29, 255-268.
-
(2005)
Climate Res.
, vol.29
, pp. 255-268
-
-
Hanssen-Bauer, I.1
Achberger, C.2
Benestad, R.3
Chen, D.4
Førland, E.5
-
19
-
-
33746907039
-
Downscaling heavy precipitation over the United Kingdom: A comparison of dynamical and statistical methods and their future scenarios
-
doi:101002/joc.1318
-
Haylock, M. R., G. C. Cawley, C. Harpham, R. L. Wilby, and C. M. Goodess, 2006: Downscaling heavy precipitation over the United Kingdom: A comparison of dynamical and statistical methods and their future scenarios. Int. J. Climatol., 26, 1397- 1415, doi:10.1002/joc.1318.
-
(2006)
Int. J. Climatol.
, vol.26
-
-
Haylock, G.C.1
Cawley, M.R.C.2
Harpham Wilby, R.L.3
Goodess, C.M.4
-
21
-
-
84855333528
-
Development and analysis of a 50 year high-resolution daily gridded precipitation dataset over Spain (Spain02)
-
doi:101002/joc.2256.
-
Herrera, S., J. Gutiérrez, R. Ancell, M. Pons, M. Frías, and J. Fernández, 2012: Development and analysis of a 50 year high-resolution daily gridded precipitation dataset over Spain (Spain02). Int. J. Climatol., 32, 74-85, doi:10.1002/joc.2256.
-
(2012)
Int. J. Climatol.
, vol.32
, pp. 74-85
-
-
Herrera, S.1
Gutiérrez, J.2
Ancell, R.3
Pons, M.4
Frías, M.5
Fernández, J.6
-
22
-
-
33746917488
-
Consensus between GCM climate change projections with empirical downscaling: Precipitation downscaling over South Africa
-
doi:101002/joc.1314.
-
Hewitson, B. C., and R. G. Crane, 2006: Consensus between GCM climate change projections with empirical downscaling: Precipitation downscaling over South Africa. Int. J. Climatol., 26, 1315-1337, doi:10.1002/joc.1314.
-
(2006)
Int. J. Climatol.
, vol.26
, pp. 1315-1337
-
-
Hewitson, B.C.1
Crane, R.G.2
-
23
-
-
0036648370
-
Statistical downscaling of daily temperature in central Europe
-
Huth, R., 2002: Statistical downscaling of daily temperature in central Europe. J. Climate, 15, 1731-1742.
-
(2002)
J. Climate
, vol.15
, pp. 1731-1742
-
-
Huth, R.1
-
24
-
-
1642370777
-
Sensitivity of local daily temperature change estimates to the selection of downscaling models and predictors
-
Huth, R., 2004: Sensitivity of local daily temperature change estimates to the selection of downscaling models and predictors. J. Climate, 17, 640-652.
-
(2004)
J. Climate
, vol.17
, pp. 640-652
-
-
Huth, R.1
-
25
-
-
0038082119
-
Simulation of surface air temperature by GCMs, statistical downscaling and weather generator: Higher-order statistical moments
-
doi:101023/A:1022216025554.
-
Huth, R., J. Kysely, and M. Dubrovsky, 2003: Simulation of surface air temperature by GCMs, statistical downscaling and weather generator: Higher-order statistical moments. Stud. Geophys. Geod., 47, 203-216, doi:10.1023/A:1022216025554.
-
(2003)
Stud. Geophys. Geod.
, vol.47
, pp. 203-216
-
-
Huth, R.1
Kysely, J.2
Dubrovsky, M.3
-
26
-
-
41449104988
-
Non-linearity in statistical downscaling: Does it bring an improvement for daily temperature in Europe? Int
-
doi:101002/ joc.1545
-
Huth, R. ,S. Kliegrova, and L. Metelka, 2008: Non-linearity in statistical downscaling: Does it bring an improvement for daily temperature in Europe? Int. J. Climatol., 28, 465-477, doi:10.1002/ joc.1545.
-
(2008)
J. Climatol.
, vol.28
, pp. 465-477
-
-
Huth, R.1
Kliegrova, S.2
Metelka, L.3
-
27
-
-
77954953995
-
Classifications of atmospheric circulation patterns-Theory and applications: Preface
-
doi:101016/ j.pce.2010.06.005.
-
Huth, R., C. Beck, and O. E. Tveito, 2010: Classifications of atmospheric circulation patterns-Theory and applications: Preface. Phys. Chem. Earth, 35 (9-12), 307-308, doi:10.1016/ j.pce.2010.06.005.
-
(2010)
Phys. Chem. Earth
, vol.35
, Issue.9-12
, pp. 307-308
-
-
Huth, R.1
Beck, C.2
Tveito, O.E.3
-
28
-
-
24144472251
-
An improvement of analog model strategy for more reliable local climate change scenarios
-
doi:101007/s00704- 005-0133-4
-
Imbert, A., and R. Benestad, 2005: An improvement of analog model strategy for more reliable local climate change scenarios. Theor. Appl. Climatol., 82, 245-255, doi:10.1007/s00704- 005-0133-4.
-
(2005)
Theor. Appl. Climatol.
, vol.82
, pp. 245-255
-
-
Imbert, A.1
Benestad, R.2
-
29
-
-
0000241853
-
Deterministic nonperiodic flow
-
Lorenz, E., 1963: Deterministic nonperiodic flow. J. Atmos. Sci., 20, 130-141.
-
(1963)
J. Atmos. Sci.
, vol.20
, pp. 130-141
-
-
Lorenz, E.1
-
30
-
-
0014534148
-
Atmospheric predictability as revealed by naturally occurring analogues
-
Lorenz, E., 1969: Atmospheric predictability as revealed by naturally occurring analogues. J. Atmos. Sci., 26, 636-646.
-
(1969)
J. Atmos. Sci.
, vol.26
, pp. 636-646
-
-
Lorenz, E.1
-
31
-
-
77954700859
-
Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user
-
doi:101029/2009RG000314
-
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
, pp. 3003
-
-
Maraun, D.Coauthors.1
-
32
-
-
23244454640
-
Analysis of variance of cross-validation estimators of the generalization error
-
Markatou, M.,H. Tian, S. Biswas, andG. Hripcsak, 2005: Analysis of variance of cross-validation estimators of the generalization error. J. Mach. Learn. Res., 6, 1127-1168.
-
(2005)
J. Mach. Learn. Res.
, vol.6
, pp. 1127-1168
-
-
Markatou, M.1
Tian, H.2
Biswas, S.3
Hripcsak, G.4
-
33
-
-
38849125479
-
Influence of similarity measures on the performance of the analog method for downscaling daily precipitation
-
doi:101007/s00382- 007-0277-2
-
Matulla, C., X. Zhang, X. L. Wang, J. Wang, E. Zorita, S. Wagner, and H. von Storch, 2008: Influence of similarity measures on the performance of the analog method for downscaling daily precipitation. Climate Dyn., 30, 133-144, doi:10.1007/s00382- 007-0277-2.
-
(2008)
Climate Dyn.
, vol.30
, pp. 133-144
-
-
Matulla, C.1
Zhang, X.2
Wang, X.L.3
Wang, J.4
Zorita, E.5
Wagner, S.6
von Storch, H.7
-
34
-
-
0024145684
-
Skill scores based on the mean square error and their relationship to the correlation coefficient
-
Murphy, A., 1988: Skill scores based on the mean square error and their relationship to the correlation coefficient. Mon. Wea. Rev., 116, 2417-2424.
-
(1988)
Mon. Wea. Rev.
, vol.116
, pp. 2417-2424
-
-
Murphy, A.1
-
35
-
-
0031409050
-
The simulation of daily temperature time series from GCM output Part I: Comparison of model data with observations.
-
Palutikof, J., J. Winkler, C. Goodess, and J. Andresen, 1997: The simulation of daily temperature time series fromGCMoutput. Part I: Comparison of model data with observations. J. Climate, 10, 2497-2513.
-
(1997)
J. Climate
, vol.10
, pp. 2497-2513
-
-
Palutikof, J.1
Winkler, J.2
Goodess, C.3
Andresen, J.4
-
36
-
-
79952245890
-
Atmospheric inversion strength over polar oceans in winter regulated by sea ice
-
doi:101007/s00382-010- 0756-8.
-
Pavelsky, T., J. Boé , A. Hall, and E. Fetzer, 2011: Atmospheric inversion strength over polar oceans in winter regulated by sea ice. Climate Dyn., 36, 945-955, doi:10.1007/s00382-010- 0756-8.
-
(2011)
Climate Dyn.
, vol.36
, pp. 945-955
-
-
Pavelsky, T.1
Boé, J.2
Hall, A.3
Fetzer, E.4
-
37
-
-
78649610104
-
Snow trends in northern Spain: Analysis and simulation with statistical downscaling methods
-
doi:101002/joc.2016
-
Pons, N. R., D. San-Martín, S. Herrera, and J. M. Gutiérrez, 2010: Snow trends in northern Spain: Analysis and simulation with statistical downscaling methods. Int. J. Climatol., 30, 1795- 1806, doi:10.1002/joc.2016.
-
(2010)
Int. J. Climatol.
, vol.30
-
-
Pons, N.R.1
San-Martín, D.2
Herrera, S.3
Gutiérrez, J.M.4
-
38
-
-
85040877446
-
-
1st ed. Elsevier
-
Preisendorfer, R., 1988: Principal Component Analysis in Meteorology and Oceanography. 1st ed. Elsevier, 425 pp. Raisanen, J., 2007: How reliable are climate models? Tellus, 59A, 2-29, doi:10.1111/j.1600-0870.2006.00211.x.
-
(1988)
Principal Component Analysis in Meteorology and Oceanography
, vol.425
-
-
Preisendorfer, R.1
-
39
-
-
84872913174
-
-
ENSEMBLES ECHAM5-MPI-OM SRESA1B run3, daily values: CERA-DB_ENSEMBLES_MPEH5_ SRA1B_3_D World Data Center for Climate.
-
Roeckner, E., 2008: ENSEMBLES ECHAM5-MPI-OM SRESA1B run3, daily values: CERA-DB_ENSEMBLES_MPEH5_ SRA1B_3_D. World Data Center for Climate. [Available online at http://cera-www.dkrz.de/WDCC/ui/Compact.jsp?acronym5ENSEMBLES_MPEH5_SRA1B_3_D.]
-
(2008)
-
-
Roeckner, E.1
-
40
-
-
53649110282
-
Stationarity of regression relationships: Application to empirical downscaling
-
Schmith, T., 2008: Stationarity of regression relationships: Application to empirical downscaling. J. Climate, 21, 4529-4537.
-
(2008)
J. Climate
, vol.21
, pp. 4529-4537
-
-
Schmith, T.1
-
41
-
-
80355144724
-
Evaluation of different downscaling techniques for hydrological climatechange impact studies at the catchment scale
-
doi:101002/joc.2256
-
Teutschbein, C., F. Wetterhall, and J. Seibert, 2011: Evaluation of different downscaling techniques for hydrological climatechange impact studies at the catchment scale. Climate Dyn., 37, 2087-2105, doi:10.1002/joc.2256.
-
(2011)
Climate Dyn.
, vol.37
, pp. 2087-2105
-
-
Teutschbein, C.1
Wetterhall, F.2
Seibert, J.3
-
42
-
-
0034797747
-
An analogue-based method to downscale surface air temperature: Application for Australia
-
Timbal, B., and B. McAvaney, 2001: An analogue-based method to downscale surface air temperature: Application for Australia. Climate Dyn., 17, 947-963.
-
(2001)
Climate Dyn.
, vol.17
, pp. 947-963
-
-
Timbal, B.1
McAvaney, B.2
-
43
-
-
37549036295
-
Future projections of winter rainfall in southeast Australia using a statistical downscaling technique
-
doi:101007/s10584-007- 9279-7
-
Timbal, B., and D. A. Jones, 2008: Future projections of winter rainfall in southeast Australia using a statistical downscaling technique. Climatic Change, 86, 165-187, doi:10.1007/s10584-007- 9279-7.
-
(2008)
Climatic Change
, vol.86
, pp. 165-187
-
-
Timbal, B.1
Jones, D.A.2
-
44
-
-
0037591733
-
An estimate of future climate change for western France using a statistical downscaling technique
-
doi:101007/ s00382-002-0298-9
-
Timbal, B., A. Dufour, and B. McAvaney, 2003: An estimate of future climate change for western France using a statistical downscaling technique. Climate Dyn., 20, 807-823, doi:10.1007/ s00382-002-0298-9.
-
(2003)
Climate Dyn.
, vol.20
, pp. 807-823
-
-
Timbal, B.1
Dufour, A.2
McAvaney, B.3
-
45
-
-
27144554835
-
The ERA-40 Re-Analysis
-
doi:101256/qj.04.176
-
Uppala, S., and Coauthors, 2005: The ERA-40 Re-Analysis. Quart. J. Roy. Meteor. Soc., 131, 2961-3012, doi:10.1256/qj.04.176. Vrac, M.,M. L. Stein, K. Hayhoe, and X.-Z. Liang, 2007:Ageneral method for validating statistical downscaling methods under future climate change. Geophys. Res. Lett., 34, L18701, doi:10.1029/2007GL030295.
-
(2005)
Quart. J. Roy. Meteor. Soc.
, vol.131
, pp. 2961-3012
-
-
Uppala, S.1
-
46
-
-
36549005078
-
Ageneral method for validating statistical downscaling methods under future climate change
-
doi:10.1029/2007GL030295
-
Vrac, M.,M. L. Stein, K. Hayhoe, and X.-Z. Liang, 2007:Ageneral method for validating statistical downscaling methods under future climate change. Geophys. Res. Lett., 34, L18701, doi:10.1029/2007GL030295.
-
(2007)
Geophys. Res. Lett.
, vol.34
, pp. 18701
-
-
Vrac, M.1
Stein, M.L.2
Hayhoe, K.3
Liang, X.Z.4
-
47
-
-
18844449383
-
Statistical precipitation downscaling in central Sweden with the analogue method
-
doi:101016/j.jhydrol.2004. 09.008
-
Wetterhall, F., S. Halldin, and C.-Y. Xu, 2005: Statistical precipitation downscaling in central Sweden with the analogue method. J. Hydrol., 306, 174-190, doi:10.1016/j.jhydrol.2004. 09.008.
-
(2005)
J. Hydrol.
, vol.306
, pp. 174-190
-
-
Wetterhall F.Halldin, S.1
Xu, C.Y.2
-
48
-
-
33750486846
-
Seasonality properties of four statisticaldownscaling methods in central Sweden
-
doi:101007/s00704-005-0223-3
-
Wetterhall, F.,S. Halldin, and C.-Y. Xu, 2007: Seasonality properties of four statisticaldownscaling methods in central Sweden. Theor. Appl. Climatol., 87, 123-137, doi:10.1007/s00704-005-0223-3.
-
(2007)
Theor. Appl. Climatol.
, vol.87
, pp. 123-137
-
-
Wetterhall, F.1
Halldin, S.2
Xu, C.Y.3
-
49
-
-
0032568119
-
Statistical downscaling of hydrometeorological variables using general circulation model output
-
Wilby, R., H. Hassan, and K. Hanaki, 1998: Statistical downscaling of hydrometeorological variables using general circulation model output. J. Hydrol., 205, 1-19.
-
(1998)
J. Hydrol.
, vol.205
, pp. 1-19
-
-
Wilby, R.1
Hassan, H.2
Hanaki, K.3
-
50
-
-
84872976913
-
-
Guidelines for use of climate scenarios developed from statistical downscaling methods
-
Wilby, R., S. Charles, E. Zorita, B. Timbal, P. Whetton, and L. Mearns, 2004: Guidelines for use of climate scenarios developed from statistical downscaling methods. 27 pp. [Available online at http://www.narccap.ucar.edu/doc/tgica-guidance-2004.pdf.]
-
(2004)
, pp. 27
-
-
Wilby, R.1
Charles, S.2
Zorita, E.3
Timbal, B.4
Whetton, P.5
Mearns, L.6
-
52
-
-
0033172665
-
The analog method as a simple statistical downscaling technique: Comparison with more complicated methods
-
Zorita, E., and H. von Storch, 1999: The analog method as a simple statistical downscaling technique: Comparison with more complicated methods. J. Climate, 12, 2474-2489.
-
(1999)
J. Climate
, vol.12
, pp. 2474-2489
-
-
Zorita, E.1
von Storch, H.2
|