Instance-based learning compared to other data-driven methods in hydrological forecasting
Solomatine, Dimitri P, Maskey, Mahesh, Shrestha, Durga Lal
Published in Hydrological processes (15.01.2008)
Published in Hydrological processes (15.01.2008)
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Journal Article
Improving Precipitation Forecasts by Generating Ensembles through Postprocessing
Shrestha, Durga Lal, Robertson, David E, Bennett, James C, Wang, Q J
Published in Monthly weather review (01.09.2015)
Published in Monthly weather review (01.09.2015)
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Journal Article
Using the Schaake shuffle when calibrating ensemble means can be problematic
Shrestha, Durga Lal, Robertson, D.E., Bennett, J.C., Wang, Q.J.
Published in Journal of hydrology (Amsterdam) (01.08.2020)
Published in Journal of hydrology (Amsterdam) (01.08.2020)
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Journal Article
Ensemble dressing for hydrological applications
Pagano, Thomas C., Shrestha, Durga Lal, Wang, Q. J., Robertson, David, Hapuarachchi, Prasantha
Published in Hydrological processes (01.01.2013)
Published in Hydrological processes (01.01.2013)
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Journal Article
A System for Continuous Hydrological Ensemble Forecasting (SCHEF) to lead times of 9days
Bennett, James C., Robertson, David E., Shrestha, Durga Lal, Wang, Q.J., Enever, David, Hapuarachchi, Prasantha, Tuteja, Narendra K.
Published in Journal of hydrology (Amsterdam) (27.11.2014)
Published in Journal of hydrology (Amsterdam) (27.11.2014)
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Journal Article
Data-driven approaches for estimating uncertainty in rainfall-runoff modelling
Shrestha, Durga Lal, Solomatine, Dimitri P.
Published in International journal of river basin management (01.06.2008)
Published in International journal of river basin management (01.06.2008)
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Journal Article
A System for Continuous Hydrological Ensemble Forecasting (SCHEF) to lead times of 9 days : Ensemble Prediction and Data Assimilation for Operational Hydrology
BENNETT, James C, ROBERTSON, David E, DURGA LAL SHRESTHA, WANG, Q. J, ENEVER, David, HAPUARACHCHI, Prasantha, TUTEJA, Narendra K
Published in Journal of hydrology (Amsterdam) (2014)
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Published in Journal of hydrology (Amsterdam) (2014)
Journal Article
A System for Continuous Hydrological Ensemble Forecasting (SCHEF) to lead times of 9 days
Bennett, James C., Robertson, David E., Shrestha, Durga Lal, Wang, Q.J., Enever, David, Hapuarachchi, Prasantha, Tuteja, Narendra K.
Published in Journal of hydrology (Amsterdam) (27.11.2014)
Published in Journal of hydrology (Amsterdam) (27.11.2014)
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Journal Article
Comparing machine learning methods in estimation of model uncertainty
Shrestha, D.L., Solomatine, D.P.
Published in 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) (01.06.2008)
Published in 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) (01.06.2008)
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Conference Proceeding
Journal Article
ANN-based representation of parametric and residual uncertainty of models
Pianosi, Francesca, Shrestha, Durga Lal, Solomatine, Dimitri P
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
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Conference Proceeding