• 26227 Citations
  • 66 h-Index
1983 …2020

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Article
2004

Improved streamflow forecasting using self-organizing radial basis function artificial neural networks

Moradkhani, H., Hsu, K. L., Gupta, H. V. & Sorooshian, S., Aug 10 2004, In : Journal of Hydrology. 295, 1-4, p. 246-262 17 p.

Research output: Contribution to journalArticle

147 Scopus citations

Towards the characterization of streamflow simulation uncertainty through multimodel ensembles

Georgakakos, K. P., Seo, D. J., Gupta, H., Schaake, J. & Butts, M. B., Oct 1 2004, In : Journal of Hydrology. 298, 1-4, p. 222-241 20 p.

Research output: Contribution to journalArticle

239 Scopus citations

Understanding hydrologic model uncertainty: A report on the iahs-pub workshop

Meixner, T., Gupta, H., Alberto, M. & Bethania, J., Dec 21 2004, In : Eos. 85, 51, 1 p.

Research output: Contribution to journalArticle

2 Scopus citations

Using a multiobjective approach to retrieve information on surface properties used in a SVAT model

Demarty, J., Ottlé, C., Braud, I., Olioso, A., Frangi, J. P., Bastidas, L. A. & Gupta, H. V., Feb 25 2004, In : Journal of Hydrology. 287, 1-4, p. 214-236 23 p.

Research output: Contribution to journalArticle

48 Scopus citations
2005

A distributed real-time semiarid flash-flood forecasting model utilizing radar data

Yatheendradas, S., Wagener, T., Gupta, H., Unkrich, C., Schaffner, M. & Goodrich, D., May 2 2005, In : IAHS-AISH Publication. 296, p. 108-117 10 p.

Research output: Contribution to journalArticle

Application of temporal streamflow descriptors in hydrologic model parameter estimation

Shamir, E., Imam, B., Gupta, H. V. & Sorooshian, S., Jun 2005, In : Water Resources Research. 41, 6, p. 1-16 16 p.

Research output: Contribution to journalArticle

40 Scopus citations

Constraining a physically based Soil-Vegetation-Atmosphere Transfer model with surface water content and thermal infrared brightness temperature measurements using a multiobjective approach

Demarty, J., Ottlé, C., Braud, I., Olioso, A., Frangi, J. P., Gupta, H. V. & Bastidas, L. A., Jan 2005, In : Water Resources Research. 41, 1, p. 1-15 15 p.

Research output: Contribution to journalArticle

41 Scopus citations

Constraining land surface and atmospheric parameters of a locally coupled model using observational data

Liu, Y., Gupta, H. V., Sorooshian, S., Bastidas, L. A. & Shuttleworth, W. J., Apr 1 2005, In : Journal of Hydrometeorology. 6, 2, p. 156-172 17 p.

Research output: Contribution to journalArticle

45 Scopus citations

Dual state-parameter estimation of hydrological models using ensemble Kalman filter

Moradkhani, H., Sorooshian, S., Gupta, H. V. & Houser, P. R., Feb 2005, In : Advances in Water Resources. 28, 2, p. 135-147 13 p.

Research output: Contribution to journalArticle

577 Scopus citations

Earth and Physical Sciences: Preface

Franks, S., Wagener, T., Bøgh, E., Gupta, H. V., Bastidas, L., Nobre, C. & De Galvão, C. O., May 2 2005, In : IAHS-AISH Publication. 296, p. v

Research output: Contribution to journalArticle

Evaluating the utility of satellite-based precipitation estimates for runoff prediction in ungauged basins

Yilmaz, K. K., Gupta, H., Hogue, T. S., Hsu, K. L., Wagener, T. & Sorooshian, S., May 2 2005, In : IAHS-AISH Publication. 295, p. 273-282 10 p.

Research output: Contribution to journalArticle

4 Scopus citations

Evaluation and transferability of the Noah land surface model in semiarid environments

Hogue, T. S., Bastidas, L., Gupta, H., Sorooshian, S., Mitchell, K. & Emmerich, W., Feb 1 2005, In : Journal of Hydrometeorology. 6, 1, p. 68-84 17 p.

Research output: Contribution to journalArticle

100 Scopus citations

Improved treatment of uncertainty in hydrologic modeling: Combining the strengths of global optimization and data assimilation

Vrugt, J. A., Diks, C. G. H., Gupta, H. V., Bouten, W. & Verstraten, J. M., Jan 2005, In : Water Resources Research. 41, 1, p. 1-17 17 p.

Research output: Contribution to journalArticle

403 Scopus citations

Intercomparison of rain gauge, radar, and satellite-based precipitation estimates with emphasis on hydrologic forecasting

Yilmaz, K. K., Hogue, T. S., Hsu, K. L., Sorooshian, S., Gupta, H. V. & Wagener, T., Aug 1 2005, In : Journal of Hydrometeorology. 6, 4, p. 497-517 21 p.

Research output: Contribution to journalArticle

152 Scopus citations

Model identification for hydrological forecasting under uncertainty

Wagener, T. & Gupta, H. V., Dec 1 2005, In : Stochastic Environmental Research and Risk Assessment. 19, 6, p. 378-387 10 p.

Research output: Contribution to journalArticle

221 Scopus citations

Multi-resolution integrated assessment and modelling of climate change impacts on water resources in arid and semiarid regions

Wagener, T., Liu, Y., Gupta, H. V., Springer, E. & Brookshire, D., May 2 2005, In : IAHS-AISH Publication. 295, p. 265-272 8 p.

Research output: Contribution to journalArticle

2 Scopus citations

Preface: Earth and Physical Sciences

Wagener, T., Franks, S., Gupta, H. V., Bøgh, E., Bastidas, L., Nobre, C. & De Galvão, C. O., May 2 2005, In : IAHS-AISH Publication. 295, p. v-vi

Research output: Contribution to journalArticle

Rainfall modeling for integrating radar information into hydrological model

Morin, E., Goodrich, D. C., Maddox, R. A., Gao, X., Gupta, H. V. & Sorooshian, S., Jan 2005, In : Atmospheric Science Letters. 6, 1, p. 23-30 8 p.

Research output: Contribution to journalArticle

9 Scopus citations

The role of hydrograph indices in parameter estimation of rainfall-runoff models

Shamir, E., Imam, B., Morin, E., Gupta, H. V. & Sorooshian, S., Jul 1 2005, In : Hydrological Processes. 19, 11, p. 2187-2207 21 p.

Research output: Contribution to journalArticle

27 Scopus citations

Uncertainty assessment of hydrologic model states and parameters: Sequential data assimilation using the particle filter

Moradkhani, H., Hsu, K. L., Gupta, H. & Sorooshian, S., May 2005, In : Water Resources Research. 41, 5, p. 1-17 17 p.

Research output: Contribution to journalArticle

424 Scopus citations
2006

Application of stochastic parameter optimization to the Sacramento Soil Moisture Accounting model

Vrugt, J. A., Gupta, H. V., Dekker, S. C., Sorooshian, S., Wagener, T. & Bouten, W., Jun 30 2006, In : Journal of Hydrology. 325, 1-4, p. 288-307 20 p.

Research output: Contribution to journalArticle

78 Scopus citations

A 'User-Friendly' approach to parameter estimation in hydrologic models

Hogue, T. S., Gupta, H. & Sorooshian, S., Mar 30 2006, In : Journal of Hydrology. 320, 1-2, p. 202-217 16 p.

Research output: Contribution to journalArticle

38 Scopus citations

Compilation of the MOPEX 2004 results

Chahinian, N., Andréassian, V., Duan, Q., Fortin, V., Gupta, H., Hogue, T., Mathevet, T., Montanari, A., Moretti, G., Moussa, R., Perrin, C., Schaake, J., Wagener, T. & Xie, Z., Dec 22 2006, In : IAHS-AISH Publication. 307, p. 313-338 26 p.

Research output: Contribution to journalArticle

5 Scopus citations

Evaluating model performance and parameter behavior for varying levels of land surface model complexity

Hogue, T. S., Bastidas, L. A., Gupta, H. V. & Sorooshian, S., Aug 1 2006, In : Water Resources Research. 42, 8, W08430.

Research output: Contribution to journalArticle

43 Scopus citations

Modelling ungauged basins with the Sacramento model

Hogue, T., Yilmaz, K., Wagener, T. & Gupta, H., Dec 22 2006, In : IAHS-AISH Publication. 307, p. 159-168 10 p.

Research output: Contribution to journalArticle

1 Scopus citations

Model Parameter Estimation Experiment (MOPEX): An overview of science strategy and major results from the second and third workshops

Duan, Q., Schaake, J., Andréassian, V., Franks, S., Goteti, G., Gupta, H. V., Gusev, Y. M., Habets, F., Hall, A., Hay, L., Hogue, T., Huang, M., Leavesley, G., Liang, X., Nasonova, O. N., Noilhan, J., Oudin, L., Sorooshian, S., Wagener, T. & Wood, E. F., Mar 30 2006, In : Journal of Hydrology. 320, 1-2, p. 3-17 15 p.

Research output: Contribution to journalArticle

382 Scopus citations

Neural Error Regression Diagnosis (NERD): A tool for model bias identification and prognostic data assimilation

Abramowitz, G., Gupta, H., Pitman, A., Wang, Y., Leuning, R., Cleugh, H. & Hsu, K. L., Feb 1 2006, In : Journal of Hydrometeorology. 7, 1, p. 160-177 18 p.

Research output: Contribution to journalArticle

28 Scopus citations

Parameter sensitivity analysis for different complexity land surface models using multicriteria methods

Bastidas, L. A., Hogue, T. S., Sorooshian, S., Gupta, H. V. & Shuttleworth, W. J., Oct 27 2006, In : Journal of Geophysical Research Atmospheres. 111, 20, D20101.

Research output: Contribution to journalArticle

50 Scopus citations

Real-time data assimilation for operational ensemble streamflow forecasting

Vrugt, J. A., Gupta, H. V., Nualláin, B. Ó. & Bouten, W., Jun 1 2006, In : Journal of Hydrometeorology. 7, 3, p. 548-565 18 p.

Research output: Contribution to journalArticle

115 Scopus citations

Regionalization of dynamic watershed response behaviour

Yadav, M., Wagener, T. & Gupta, H., Dec 22 2006, In : IAHS-AISH Publication. 307, p. 220-229 10 p.

Research output: Contribution to journalArticle

Spatial patterns in thunderstorm rainfall events and their coupling with watershed hydrological response

Morin, E., Goodrich, D. C., Maddox, R. A., Gao, X., Gupta, H. V. & Sorooshian, S., Jun 2006, In : Advances in Water Resources. 29, 6, p. 843-860 18 p.

Research output: Contribution to journalArticle

104 Scopus citations

The Model Parameter Estimation Experiment (MOPEX): Its structure, connection to other international initiatives and future directions

Wagener, T., Hogue, T., Schaake, J., Duan, Q., Gupta, H., Andreassian, V., Hall, A. & Leavesley, G., Dec 22 2006, In : IAHS-AISH Publication. 307, p. 339-346 8 p.

Research output: Contribution to journalArticle

3 Scopus citations

Towards an uncertainty framework for predictions in ungauged basins: The Uncertainty Working Group

Wagener, T., Freer, J., Zehe, E., Beven, K., Gupta, H. V. & Bardossy, A., Jul 14 2006, In : IAHS-AISH Publication. 303, p. 454-462 9 p.

Research output: Contribution to journalArticle

4 Scopus citations
2007

Regionalization of constraints on expected watershed response behavior for improved predictions in ungauged basins

Yadav, M., Wagener, T. & Gupta, H., Aug 1 2007, In : Advances in Water Resources. 30, 8, p. 1756-1774 19 p.

Research output: Contribution to journalArticle

309 Scopus citations

Systematic bias in land surface models

Abramowitz, G., Pitman, A., Gupta, H., Kowalczyk, E. & Wang, Y., Oct 1 2007, In : Journal of Hydrometeorology. 8, 5, p. 989-1001 13 p.

Research output: Contribution to journalArticle

55 Scopus citations
2008

A process-based diagnostic approach to model evaluation: Application to the NWS distributed hydrologic model

Yilmaz, K. K., Gupta, H. V. & Wagener, T., Sep 2008, In : Water Resources Research. 44, 9, W09417.

Research output: Contribution to journalArticle

239 Scopus citations

A spatial regularization approach to parameter estimation for a distributed watershed model

Pokhrel, P., Gupta, H. V. & Wagener, T., Dec 2008, In : Water Resources Research. 44, 12, W12419.

Research output: Contribution to journalArticle

68 Scopus citations
225 Scopus citations

Reconciling theory with observations: Elements of a diagnostic approach to model evaluation

Gupta, H. V., Wagener, T. & Liu, Y., Aug 30 2008, In : Hydrological Processes. 22, 18, p. 3802-3813 12 p.

Research output: Contribution to journalArticle

351 Scopus citations

Toward a model space and model independence metric

Abramowitz, G. & Gupta, H., Mar 16 2008, In : Geophysical Research Letters. 35, 5, L05705.

Research output: Contribution to journalArticle

37 Scopus citations

Understanding uncertainty in distributed flash flood forecasting for semiarid regions

Yatheendradas, S., Wagener, T., Gupta, H., Unkrich, C., Goodrich, D., Schaffner, M. & Stewart, A., May 2008, In : Water Resources Research. 44, 5, W05S19.

Research output: Contribution to journalArticle

102 Scopus citations
2009

A formal framework for scenario development in support of environmental decision-making

Mahmoud, M., Liu, Y., Hartmann, H., Stewart, S., Wagener, T., Semmens, D., Stewart, R., Gupta, H., Dominguez, D., Dominguez, F., Hulse, D., Letcher, R., Rashleigh, B., Smith, C., Street, R., Ticehurst, J., Twery, M., van Delden, H., Waldick, R., White, D. & 1 others, Winter, L., Jul 2009, In : Environmental Modelling and Software. 24, 7, p. 798-808 11 p.

Research output: Contribution to journalArticle

211 Scopus citations

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

Gupta, H. V., Kling, H., Yilmaz, K. K. & Martinez, G. F., Oct 20 2009, In : Journal of Hydrology. 377, 1-2, p. 80-91 12 p.

Research output: Contribution to journalArticle

1220 Scopus citations

Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling?

Vrugt, J. A., ter Braak, C. J. F., Gupta, H. V. & Robinson, B. A., Jan 1 2009, In : Stochastic Environmental Research and Risk Assessment. 23, 7, p. 1011-1026 16 p.

Research output: Contribution to journalArticle

284 Scopus citations

Estimating the uncertain mathematical structure of a water balance model via Bayesian data assimilation

Bulygina, N. & Gupta, H., Feb 2009, In : Water Resources Research. 45, 2, W00B13.

Research output: Contribution to journalArticle

60 Scopus citations

Mapping model behaviour using Self-Organizing Maps

Herbst, M., Gupta, H. V. & Casper, M. C., Mar 6 2009, In : Hydrology and Earth System Sciences. 13, 3, p. 395-409 15 p.

Research output: Contribution to journalArticle

Open Access
26 Scopus citations

On the development of regionalization relationships for lumped watershed models: The impact of ignoring sub-basin scale variability

Kling, H. & Gupta, H., Jul 15 2009, In : Journal of Hydrology. 373, 3-4, p. 337-351 15 p.

Research output: Contribution to journalArticle

55 Scopus citations

Simulations of seasonal snow for the south Island, New Zealand

Clark, M., Hreinsson, E. Ö., Martinez, G., Tait, A., Slater, A., Hendrikx, J., Owens, I., Gupta, H., Schmidt, J. & Woods, R., Dec 1 2009, In : Journal of Hydrology New Zealand. 48, 2, p. 41-58 18 p.

Research output: Contribution to journalArticle

14 Scopus citations
2010

Diagnostic evaluation of conceptual rainfall-runoff models using temporal clustering

De Vos, N. J., Rientjes, T. H. M. & Gupta, H. V., Sep 1 2010, In : Hydrological Processes. 24, 20, p. 2840-2850 11 p.

Research output: Contribution to journalArticle

63 Scopus citations

How Bayesian data assimilation can be used to estimate the mathematical structure of a model

Bulygina, N. & Gupta, H., Mar 26 2010, In : Stochastic Environmental Research and Risk Assessment. 24, 6, p. 925-937 13 p.

Research output: Contribution to journalArticle

29 Scopus citations