-
1
-
-
33748942107
-
"Multimodel combination techniques for analysis of hydrological simulations: Application to distributed model intercomparison project results"
-
Ajami, N. K., Duan, Q., Gao, X., and Sorooshian, S. (2006). "Multimodel combination techniques for analysis of hydrological simulations: Application to distributed model intercomparison project results". J. Hydrometeorol., 7(4), 755-768.
-
(2006)
J. Hydrometeorol
, vol.7
, Issue.4
, pp. 755-768
-
-
Ajami, N.K.1
Duan, Q.2
Gao, X.3
Sorooshian, S.4
-
2
-
-
0014629731
-
"The combination of forecasts"
-
Bates, J. M., and Granger, C. W. J. (1969). "The combination of forecasts". OR, 20(4), 451-468.
-
(1969)
OR
, vol.20
, Issue.4
, pp. 451-468
-
-
Bates, J.M.1
Granger, C.W.J.2
-
3
-
-
77953022252
-
"Hydrologic impacts of climate change on the Nile River basin: Implications of the 2007 IPCC scenarios"
-
Beyene, T., Lettenmaier, D. P., and Kabat, P. (2010). "Hydrologic impacts of climate change on the Nile River basin: Implications of the 2007 IPCC scenarios". Clim. Change, 100(3-4), 433-461.
-
(2010)
Clim. Change
, vol.100
, Issue.3-4
, pp. 433-461
-
-
Beyene, T.1
Lettenmaier, D.P.2
Kabat, P.3
-
4
-
-
78651464526
-
"Seasonal hydrologic forecasting: Do multimodel ensemble averages always yield improvements in forecast skill?"
-
Bohn, T. J., Sonessa, M. Y., and Lettenmaier, D. P. (2010). "Seasonal hydrologic forecasting: Do multimodel ensemble averages always yield improvements in forecast skill?" J. Hydrometeorol., 11(6), 1358-1372.
-
(2010)
J. Hydrometeorol
, vol.11
, Issue.6
, pp. 1358-1372
-
-
Bohn, T.J.1
Sonessa, M.Y.2
Lettenmaier, D.P.3
-
6
-
-
78650408190
-
"Bayesian multi-model projections of climate: Generalization and application to ENSEMBLES results"
-
Buser, C., Künsch, H., and Schär, C. (2010). "Bayesian multi-model projections of climate: Generalization and application to ENSEMBLES results". Clim. Res., 44(2-3), 227-241.
-
(2010)
Clim. Res
, vol.44
, Issue.2-3
, pp. 227-241
-
-
Buser, C.1
Künsch, H.2
Schär, C.3
-
7
-
-
4143079295
-
"An evaluation of the impact of model structure on hydrological modelling uncertainty for streamflow simulation"
-
Butts, M. B., Payne, J. T., Kristensen, M., and Madsen, H. (2004). "An evaluation of the impact of model structure on hydrological modelling uncertainty for streamflow simulation". J. Hydrol., 298(1), 242-266.
-
(2004)
J. Hydrol
, vol.298
, Issue.1
, pp. 242-266
-
-
Butts, M.B.1
Payne, J.T.2
Kristensen, M.3
Madsen, H.4
-
8
-
-
0000977013
-
"Changes in the onset of spring in the western United States"
-
Cayan, D. R., Kammerdiener, S. A., Dettinger, M. D., Caprio, J. M., and Peterson, D. H. (2001). "Changes in the onset of spring in the western United States". Bull. Am. Meteorol. Soc., 82(3), 399-415.
-
(2001)
Bull. Am. Meteorol. Soc
, vol.82
, Issue.3
, pp. 399-415
-
-
Cayan, D.R.1
Kammerdiener, S.A.2
Dettinger, M.D.3
Caprio, J.M.4
Peterson, D.H.5
-
9
-
-
0022266169
-
"Extended streamflow forecasting using NWSRFS"
-
Day, G. N. (1985). "Extended streamflow forecasting using NWSRFS". J. Water Resour. Plann. Manage., 10.1061/(ASCE)0733-9496(1985)111:2(157), 157-170.
-
(1985)
J. Water Resour. Plann. Manage
, pp. 157-170
-
-
Day, G.N.1
-
10
-
-
79451473599
-
"Radiance data assimilation for operational snow and streamflow forecasting"
-
Dechant, C., and Moradkhani, H. (2011). "Radiance data assimilation for operational snow and streamflow forecasting". Adv. Water Resour., 34(3), 351-364.
-
(2011)
Adv. Water Resour
, vol.34
, Issue.3
, pp. 351-364
-
-
Dechant, C.1
Moradkhani, H.2
-
11
-
-
84951263600
-
-
CRC Press, Taylor & Francis Group
-
DeChant, C. M., and Moradkhani, H. (2014). Hydrologic prediction and uncertainty quantification, handbook of engineering hydrology, modeling, climate change and variability, CRC Press, Taylor & Francis Group, 387-414.
-
(2014)
Hydrologic prediction and uncertainty quantification, handbook of engineering hydrology, modeling, climate change and variability
, pp. 387-414
-
-
DeChant, C.M.1
Moradkhani, H.2
-
12
-
-
84918841653
-
"Toward a reliable prediction of seasonal forecast uncertainty: Addressing model and initial condition uncertainty with ensemble data assimilation and sequential Bayesian combination"
-
DeChant, C. M., and Moradkhani, H. (2014). "Toward a reliable prediction of seasonal forecast uncertainty: Addressing model and initial condition uncertainty with ensemble data assimilation and sequential Bayesian combination". J. Hydrol., 519, 2967-2977.
-
(2014)
J. Hydrol
, vol.519
, pp. 2967-2977
-
-
DeChant, C.M.1
Moradkhani, H.2
-
13
-
-
0015634118
-
"Some statistical results in the combination of forecasts"
-
Dickinson, J. (1973). "Some statistical results in the combination of forecasts". J. Oper. Res. Soc., 24(2), 253-260.
-
(1973)
J. Oper. Res. Soc
, vol.24
, Issue.2
, pp. 253-260
-
-
Dickinson, J.1
-
14
-
-
0016497303
-
"Some comments on the combination of forecasts"
-
Dickinson, J. (1975). "Some comments on the combination of forecasts". Oper. Res. Q., 26(1), 205-210.
-
(1975)
Oper. Res. Q
, vol.26
, Issue.1
, pp. 205-210
-
-
Dickinson, J.1
-
15
-
-
77954425477
-
"Comparison of point forecast accuracy of model averaging methods in hydrologic applications"
-
Diks, C. G., and Vrugt, J. A. (2010). "Comparison of point forecast accuracy of model averaging methods in hydrologic applications". Stochastic Environ. Res. Risk Assess., 24(6), 809-820.
-
(2010)
Stochastic Environ. Res. Risk Assess
, vol.24
, Issue.6
, pp. 809-820
-
-
Diks, C.G.1
Vrugt, J.A.2
-
16
-
-
33847274843
-
"Multi-model ensemble hydrologic prediction using Bayesian model averaging"
-
Duan, Q., Ajami, N. K., Gao, X., and Sorooshian, S. (2007). "Multi-model ensemble hydrologic prediction using Bayesian model averaging". Adv. Water Resour., 30(5), 1371-1386.
-
(2007)
Adv. Water Resour
, vol.30
, Issue.5
, pp. 1371-1386
-
-
Duan, Q.1
Ajami, N.K.2
Gao, X.3
Sorooshian, S.4
-
17
-
-
4143139874
-
"Towards the characterization of streamflow simulation uncertainty through multimodel ensembles"
-
Georgakakos, K. P., Seo, D.-J., Gupta, H., Schaake, J., and Butts, M. B. (2004). "Towards the characterization of streamflow simulation uncertainty through multimodel ensembles". J. Hydrol., 298(1), 222-241.
-
(2004)
J. Hydrol
, vol.298
, Issue.1
, pp. 222-241
-
-
Georgakakos, K.P.1
Seo, D.-J.2
Gupta, H.3
Schaake, J.4
Butts, M.B.5
-
18
-
-
70349272865
-
"Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling"
-
Gupta, H. V., Kling, H., Yilmaz, K. K., and Martinez, G. F. (2009). "Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling". J. Hydrol., 377(1), 80-91.
-
(2009)
J. Hydrol
, vol.377
, Issue.1
, pp. 80-91
-
-
Gupta, H.V.1
Kling, H.2
Yilmaz, K.K.3
Martinez, G.F.4
-
19
-
-
18544371178
-
"The rationale behind the success of multi-model ensembles in seasonal forecasting-I. Basic concept"
-
Hagedorn, R., Doblas-Reyes, F. J., and Palmer, T. (2005). "The rationale behind the success of multi-model ensembles in seasonal forecasting-I. Basic concept". Tellus A, 57(3), 219-233.
-
(2005)
Tellus A
, vol.57
, Issue.3
, pp. 219-233
-
-
Hagedorn, R.1
Doblas-Reyes, F.J.2
Palmer, T.3
-
20
-
-
84881026147
-
"Analysis of precipitation extremes with the assessment of regional climate models over the Willamette River basin, USA"
-
Halmstad, A., Najafi, M. R., and Moradkhani, H. (2013). "Analysis of precipitation extremes with the assessment of regional climate models over the Willamette River basin, USA". Hydrol. Process., 27(18), 2579-2590.
-
(2013)
Hydrol. Process
, vol.27
, Issue.18
, pp. 2579-2590
-
-
Halmstad, A.1
Najafi, M.R.2
Moradkhani, H.3
-
21
-
-
29144499022
-
"Effects of temperature and precipitation variability on snowpack trends in the western United States"
-
Hamlet, A. F., Mote, P. W., Clark, M. P., and Lettenmaier, D. P. (2005). "Effects of temperature and precipitation variability on snowpack trends in the western United States". J. Clim., 18(21), 4545-4561.
-
(2005)
J. Clim
, vol.18
, Issue.21
, pp. 4545-4561
-
-
Hamlet, A.F.1
Mote, P.W.2
Clark, M.P.3
Lettenmaier, D.P.4
-
22
-
-
70349119250
-
"Regression and time series model selection in small samples"
-
Hurvich, C. M., and Tsai, C.-L. (1989). "Regression and time series model selection in small samples". Biometrika, 76(2), 297-307.
-
(1989)
Biometrika
, vol.76
, Issue.2
, pp. 297-307
-
-
Hurvich, C.M.1
Tsai, C.-L.2
-
23
-
-
37349009294
-
"A comparison of bootstrap methods and an adjusted bootstrap approach for estimating the prediction error in microarray classification"
-
Jiang, W., and Simon, R. (2007). "A comparison of bootstrap methods and an adjusted bootstrap approach for estimating the prediction error in microarray classification". Stat. Med., 26(29), 5320-5334.
-
(2007)
Stat. Med
, vol.26
, Issue.29
, pp. 5320-5334
-
-
Jiang, W.1
Simon, R.2
-
24
-
-
66149166054
-
"The role of initial conditions and forcing uncertainties in seasonal hydrologic forecasting"
-
Li, H., Luo, L., Wood, E. F., and Schaake, J. (2009). "The role of initial conditions and forcing uncertainties in seasonal hydrologic forecasting". J. Geophys. Res. Atmos., 114(D4), 1984-2012.
-
(2009)
J. Geophys. Res. Atmos
, vol.114
, Issue.D4
, pp. 1984-2012
-
-
Li, H.1
Luo, L.2
Wood, E.F.3
Schaake, J.4
-
26
-
-
85027932033
-
"Improved Bayesian multimodeling: Integration of copulas and Bayesian model averaging"
-
Madadgar, S., and Moradkhani, H. (2014). "Improved Bayesian multimodeling: Integration of copulas and Bayesian model averaging". Water Resour. Res., 50(12), 9586-9603.
-
(2014)
Water Resour. Res
, vol.50
, Issue.12
, pp. 9586-9603
-
-
Madadgar, S.1
Moradkhani, H.2
-
27
-
-
84952082933
-
"More comments on CP"
-
Mallows, C. L. (1995). "More comments on CP". Technometrics, 37(4), 362-372.
-
(1995)
Technometrics
, vol.37
, Issue.4
, pp. 362-372
-
-
Mallows, C.L.1
-
28
-
-
77956807997
-
"Long-lead water supply forecast using large-scale climate predictors and independent component analysis"
-
Moradkhani, H., and Meier, M. (2010). "Long-lead water supply forecast using large-scale climate predictors and independent component analysis". J. Hydrol. Eng., 10.1061/(ASCE)HE.1943-5584.0000246, 744-762.
-
(2010)
J. Hydrol. Eng
, pp. 744-762
-
-
Moradkhani, H.1
Meier, M.2
-
29
-
-
77956879312
-
"Future climate in the Pacific Northwest"
-
Mote, P. W., and Salathe, E. P., Jr. (2010). "Future climate in the Pacific Northwest". Clim. Change, 102(1-2), 29-50.
-
(2010)
Clim. Change
, vol.102
, Issue.1-2
, pp. 29-50
-
-
Mote, P.W.1
Salathe, E.P.2
-
30
-
-
80051577111
-
"Assessing the uncertainties of hydrologic model selection in climate change impact studies"
-
Najafi, M., Moradkhani, H., and Jung, I. (2011). "Assessing the uncertainties of hydrologic model selection in climate change impact studies". Hydrol. Processes, 25(18), 2814-2826.
-
(2011)
Hydrol. Processes
, vol.25
, Issue.18
, pp. 2814-2826
-
-
Najafi, M.1
Moradkhani, H.2
Jung, I.3
-
31
-
-
84861207428
-
"Air demand in gated tunnels-A Bayesian approach to merge various predictions"
-
Najafi, M. R., Kavianpour, Z., Najafi, B., Kavianpour, M. R., and Moradkhani, H. (2011). "Air demand in gated tunnels-A Bayesian approach to merge various predictions". J. Hydroinf., 14(1), 152-166.
-
(2011)
J. Hydroinf
, vol.14
, Issue.1
, pp. 152-166
-
-
Najafi, M.R.1
Kavianpour, Z.2
Najafi, B.3
Kavianpour, M.R.4
Moradkhani, H.5
-
32
-
-
84885533219
-
"Analysis of runoffextremes using spatial hierarchical Bayesian modeling"
-
Najafi, M. R., and Moradkhani, H. (2013). "Analysis of runoffextremes using spatial hierarchical Bayesian modeling". Water Resour. Res., 49(10), 6656-6670.
-
(2013)
Water Resour. Res
, vol.49
, Issue.10
, pp. 6656-6670
-
-
Najafi, M.R.1
Moradkhani, H.2
-
33
-
-
84916908812
-
"A hierarchical Bayesian approach for the analysis of climate change impact on runoffextremes"
-
Najafi, M. R., and Moradkhani, H. (2014). "A hierarchical Bayesian approach for the analysis of climate change impact on runoffextremes". Hydrol. Processes, 28(26), 6292-6308.
-
(2014)
Hydrol. Processes
, vol.28
, Issue.26
, pp. 6292-6308
-
-
Najafi, M.R.1
Moradkhani, H.2
-
34
-
-
84927640926
-
"Multi-model ensemble analysis of runoffextremes for climate change impact assessments"
-
Najafi, M. R., and Moradkhani, H. (2015). "Multi-model ensemble analysis of runoffextremes for climate change impact assessments". J. Hydrol., 525, 352-361.
-
(2015)
J. Hydrol
, vol.525
, pp. 352-361
-
-
Najafi, M.R.1
Moradkhani, H.2
-
35
-
-
84861210595
-
"Ensemble streamflow prediction: Climate signal weighting methods vs. climate forecast system reanalysis"
-
Najafi, M. R., Moradkhani, H., and Piechota, T. C. (2012). "Ensemble streamflow prediction: Climate signal weighting methods vs. climate forecast system reanalysis". J. Hydrol., 442, 105-116.
-
(2012)
J. Hydrol
, vol.442
, pp. 105-116
-
-
Najafi, M.R.1
Moradkhani, H.2
Piechota, T.C.3
-
36
-
-
79961099571
-
"Statistical downscaling of precipitation using machine learning with optimal predictor selection"
-
Najafi, M. R., Moradkhani, H., and Wherry, S. A. (2010). "Statistical downscaling of precipitation using machine learning with optimal predictor selection". J. Hydrol. Eng., 10.1061/(ASCE)HE.1943-5584.0000355, 650-664.
-
(2010)
J. Hydrol. Eng
, pp. 650-664
-
-
Najafi, M.R.1
Moradkhani, H.2
Wherry, S.A.3
-
37
-
-
84923858133
-
"Attribution of Arctic temperature change to greenhouse-gas and aerosol influences"
-
Najafi, M. R., Zwiers, F. P., and Gillett, N. P. (2015). "Attribution of Arctic temperature change to greenhouse-gas and aerosol influences". Nat. Clim. Change, 5, 246-249.
-
(2015)
Nat. Clim. Change
, vol.5
, pp. 246-249
-
-
Najafi, M.R.1
Zwiers, F.P.2
Gillett, N.P.3
-
38
-
-
0000209313
-
"Experience with forecasting univariate time series and the combination of forecasts"
-
Newbold, P., and Granger, C. W. (1974). "Experience with forecasting univariate time series and the combination of forecasts". J. R. Stat. Soc. Ser. A (General), 137(2), 131-165.
-
(1974)
J. R. Stat. Soc. Ser. A (General)
, vol.137
, Issue.2
, pp. 131-165
-
-
Newbold, P.1
Granger, C.W.2
-
39
-
-
84858823339
-
"Toward reduction of model uncertainty: Integration of Bayesian model averaging and data assimilation"
-
Parrish, M. A., Moradkhani, H., and DeChant, C. M. (2012). "Toward reduction of model uncertainty: Integration of Bayesian model averaging and data assimilation". Water Resour. Res., 48(3), W03519.
-
(2012)
Water Resour. Res
, vol.48
, Issue.3
-
-
Parrish, M.A.1
Moradkhani, H.2
DeChant, C.M.3
-
40
-
-
0001201909
-
"Bayesian model selection in social research"
-
Raftery, A. E. (1995). "Bayesian model selection in social research". Sociological Method., 25, 111-164.
-
(1995)
Sociological Method
, vol.25
, pp. 111-164
-
-
Raftery, A.E.1
-
41
-
-
20444497873
-
"Using Bayesian model averaging to calibrate forecast ensembles"
-
Raftery, A. E., Gneiting, T., Balabdaoui, F., and Polakowski, M. (2005). "Using Bayesian model averaging to calibrate forecast ensembles". Mon. Weather Rev., 133(5), 1155-1174.
-
(2005)
Mon. Weather Rev
, vol.133
, Issue.5
, pp. 1155-1174
-
-
Raftery, A.E.1
Gneiting, T.2
Balabdaoui, F.3
Polakowski, M.4
-
42
-
-
0031506560
-
"Bayesian model averaging for linear regression models"
-
Raftery, A. E., Madigan, D., and Hoeting, J. A. (1997). "Bayesian model averaging for linear regression models". J. Am. Stat. Assoc., 92(437), 179-191.
-
(1997)
J. Am. Stat. Assoc
, vol.92
, Issue.437
, pp. 179-191
-
-
Raftery, A.E.1
Madigan, D.2
Hoeting, J.A.3
-
43
-
-
0000411467
-
"Combining three estimates of gross domestic product"
-
Reid, D. J. (1968). "Combining three estimates of gross domestic product". Economica, 35(140), 431-444.
-
(1968)
Economica
, vol.35
, Issue.140
, pp. 431-444
-
-
Reid, D.J.1
-
44
-
-
0031259688
-
"Methods for combining the outputs of different rainfall-runoffmodels"
-
Shamseldin, A. Y., O'Connor, K. M., and Liang, G. (1997). "Methods for combining the outputs of different rainfall-runoffmodels". J. Hydrol., 197(1-4), 203-229.
-
(1997)
J. Hydrol
, vol.197
, Issue.1-4
, pp. 203-229
-
-
Shamseldin, A.Y.1
O'Connor, K.M.2
Liang, G.3
-
45
-
-
34547177691
-
"The use of the multi-model ensemble in probabilistic climate projections"
-
Tebaldi, C., and Knutti, R. (2007). "The use of the multi-model ensemble in probabilistic climate projections". Philos. Trans. R. Soc. London, Ser. A, 365(1857), 2053-2075.
-
(2007)
Philos. Trans. R. Soc. London, Ser. A
, vol.365
, Issue.1857
, pp. 2053-2075
-
-
Tebaldi, C.1
Knutti, R.2
-
46
-
-
84951282931
-
-
National Rep. Weather Service, Hydrologic Research Laboratory, Silver Spring, MD
-
Twedt, T. M., Shaake, J. C., and Peck, E. L. (1977). "National weather service extended streamflow prediction". National Rep. Weather Service, Hydrologic Research Laboratory, Silver Spring, MD.
-
(1977)
'National weather service extended streamflow prediction'
-
-
Twedt, T.M.1
Shaake, J.C.2
Peck, E.L.3
-
47
-
-
79952767316
-
"Climate change impacts on the hydrology of a snowmelt driven basin in semiarid Chile"
-
Vicuña, S., Garreaud, R. D., and McPhee, J. (2011). "Climate change impacts on the hydrology of a snowmelt driven basin in semiarid Chile". Clim. Change, 105(3-4), 469-488.
-
(2011)
Clim. Change
, vol.105
, Issue.3-4
, pp. 469-488
-
-
Vicuña, S.1
Garreaud, R.D.2
McPhee, J.3
-
48
-
-
63649143437
-
"Assessing the impact of land use change on hydrology by ensemble modelling (LUCHEM) II: Ensemble combinations and predictions"
-
Viney, N. R., et al. (2009). "Assessing the impact of land use change on hydrology by ensemble modelling (LUCHEM) II: Ensemble combinations and predictions". Adv. Water Resour., 32(2), 147-158.
-
(2009)
Adv. Water Resour
, vol.32
, Issue.2
, pp. 147-158
-
-
Viney, N.R.1
-
49
-
-
65349141143
-
"Accelerating Markov chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling"
-
Vrugt, J. A., Ter Braak, C., Diks, C., Robinson, B. A., Hyman, J. M., and Higdon, D. (2009). "Accelerating Markov chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling". Int. J. Nonlinear Sci. Numer. Simul., 10(3), 273-290.
-
(2009)
Int. J. Nonlinear Sci. Numer. Simul
, vol.10
, Issue.3
, pp. 273-290
-
-
Vrugt, J.A.1
Ter Braak, C.2
Diks, C.3
Robinson, B.A.4
Hyman, J.M.5
Higdon, D.6
-
50
-
-
41949124639
-
"Can multi-model combination really enhance the prediction skill of probabilistic ensemble forecasts?"
-
Weigel, A., Liniger, M., and Appenzeller, C. (2008). "Can multi-model combination really enhance the prediction skill of probabilistic ensemble forecasts?" Q. J. R. Meteorolog. Soc., 134(630), 241-260.
-
(2008)
Q. J. R. Meteorolog. Soc
, vol.134
, Issue.630
, pp. 241-260
-
-
Weigel, A.1
Liniger, M.2
Appenzeller, C.3
-
51
-
-
33846531715
-
"A test bed for new seasonal hydrologic forecasting approaches in the western United States"
-
Wood, A. W., and Lettenmaier, D. P. (2006). "A test bed for new seasonal hydrologic forecasting approaches in the western United States". Bull. Am. Meteorolog. Soc., 87(12), 1699-1712.
-
(2006)
Bull. Am. Meteorolog. Soc
, vol.87
, Issue.12
, pp. 1699-1712
-
-
Wood, A.W.1
Lettenmaier, D.P.2
-
52
-
-
40349089754
-
"Correcting errors in streamflow forecast ensemble mean and spread"
-
Wood, A. W., and Schaake, J. C. (2008). "Correcting errors in streamflow forecast ensemble mean and spread". J. Hydrometeorol., 9(1), 132-148.
-
(2008)
J. Hydrometeorol
, vol.9
, Issue.1
, pp. 132-148
-
-
Wood, A.W.1
Schaake, J.C.2
-
53
-
-
0035340544
-
"A non-linear combination of the forecasts of rainfall-runoffmodels by the first-order Takagi-Sugeno fuzzy system"
-
Xiong, L., Shamseldin, A. Y., and O'connor, K. M. (2001). "A non-linear combination of the forecasts of rainfall-runoffmodels by the first-order Takagi-Sugeno fuzzy system". J. Hydrol., 245(1), 196-217.
-
(2001)
J. Hydrol
, vol.245
, Issue.1
, pp. 196-217
-
-
Xiong, L.1
Shamseldin, A.Y.2
O'connor, K.M.3
|