Articles | Volume 23, issue 4
https://doi.org/10.5194/hess-23-1973-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-23-1973-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
15 Apr 2019
Research article |
| 15 Apr 2019
Assessment of precipitation error propagation in multi-model global water resource reanalysis
Md Abul Ehsan Bhuiyan
Department of Civil and Environmental Engineering, University of Connecticut, Storrs, CT, USA
Efthymios I. Nikolopoulos
Department of Civil and Environmental Engineering, University of Connecticut, Storrs, CT, USA
Emmanouil N. Anagnostou
CORRESPONDING AUTHOR
Department of Civil and Environmental Engineering, University of Connecticut, Storrs, CT, USA
Jan Polcher
Laboratoire de Météorologie Dynamique du CNRS/IPSL, École Polytechnique, Paris, France
Clément Albergel
CNRM-Université de Toulouse, Météo-France, CNRS, 31057 Toulouse, France
Emanuel Dutra
Instituto Dom Luiz, Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal
Gabriel Fink
Landesanstalt für Umwelt Baden-Württemberg (LUBW),
Karlsruhe, Germany
Alberto Martínez-de la Torre
Centre for Ecology and Hydrology, Wallingford, UK
Simon Munier
CNRM-Université de Toulouse, Météo-France, CNRS, 31057 Toulouse, France
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- Error Characteristics and Scale Dependence of Current Satellite Precipitation Estimates Products in Hydrological Modeling Y. Zhang et al. 10.3390/rs13163061
- Review of GPM IMERG performance: A global perspective R. Pradhan et al. 10.1016/j.rse.2021.112754
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- The Influence of Land Surface Temperature in Evapotranspiration Estimated by the S-SEBI Model N. Rocha et al. 10.3390/atmos11101059
- Assessment of an Alternative Climate Product for Hydrological Modeling: A Case Study of the Danjiang River Basin, China Y. Guo et al. 10.3390/w14071105
- Satellite Remote Sensing of Precipitation and the Terrestrial Water Cycle in a Changing Climate V. Levizzani & E. Cattani 10.3390/rs11192301
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- Machine Learning-Based Error Modeling to Improve GPM IMERG Precipitation Product over the Brahmaputra River Basin M. Bhuiyan et al. 10.3390/forecast2030014
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- Extraction Method of Baseflow Recession Segments Based on Second-Order Derivative of Streamflow and Comparison with Four Conventional Methods W. Yang et al. 10.3390/w12071953
- Climate-dependent propagation of precipitation uncertainty into the water cycle A. Fallah et al. 10.5194/hess-24-3725-2020
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- Dynamic evolution of attribution analysis of runoff based on the complementary Budyko equation in the source area of Lancang river X. Yang et al. 10.3389/feart.2023.1160520
- Attribution Analysis of Seasonal Runoff in the Source Region of the Yellow River Using Seasonal Budyko Hypothesis G. Ji et al. 10.3390/land10050542
- River Runoff Modelling and Hydrological Drought Assessment Based on High-Resolution Brightness Temperatures in Mainland China X. Qu et al. 10.3390/w13172429
33 citations as recorded by crossref.
- Evaluation of the Hyper-Resolution Model-Derived Water Cycle Components Over the Upper Blue Nile Basin R. Lazin et al. 10.1016/j.jhydrol.2020.125231
- Error propagation of climate model rainfall to streamflow simulation in the Gidabo sub-basin, Ethiopian Rift Valley Lakes Basin A. Worako et al. 10.1080/02626667.2022.2072220
- Error Characteristics and Scale Dependence of Current Satellite Precipitation Estimates Products in Hydrological Modeling Y. Zhang et al. 10.3390/rs13163061
- Review of GPM IMERG performance: A global perspective R. Pradhan et al. 10.1016/j.rse.2021.112754
- Advanced wind speed prediction using convective weather variables through machine learning application B. Md Abul Ehsan et al. 10.1016/j.acags.2019.100002
- Machine Learning–Based Blending of Satellite and Reanalysis Precipitation Datasets: A Multiregional Tropical Complex Terrain Evaluation M. Ehsan Bhuiyan et al. 10.1175/JHM-D-19-0073.1
- A global-scale evaluation of extreme event uncertainty in the <i>eartH2Observe</i> project T. Marthews et al. 10.5194/hess-24-75-2020
- Performance Evaluation of IMERG GPM Products during Tropical Storm Imelda S. Sakib et al. 10.3390/atmos12060687
- Temporal/Spatial Variation of Terrestrial Water Storage and Groundwater Storage in Typical Inland River Basins of Central Asia Y. Lyu et al. 10.3390/w13233385
- Climate Normalized Spatial Patterns of Evapotranspiration Enhance the Calibration of a Hydrological Model J. Koch et al. 10.3390/rs14020315
- Artificial Intelligence-Based Techniques for Rainfall Estimation Integrating Multisource Precipitation Datasets R. Khan & M. Bhuiyan 10.3390/atmos12101239
- The Influence of Land Surface Temperature in Evapotranspiration Estimated by the S-SEBI Model N. Rocha et al. 10.3390/atmos11101059
- Assessment of an Alternative Climate Product for Hydrological Modeling: A Case Study of the Danjiang River Basin, China Y. Guo et al. 10.3390/w14071105
- Satellite Remote Sensing of Precipitation and the Terrestrial Water Cycle in a Changing Climate V. Levizzani & E. Cattani 10.3390/rs11192301
- Toward an improved estimation of flood frequency statistics from simulated flows L. Hu et al. 10.1111/jfr3.12891
- An ensemble square root filter for the joint assimilation of surface soil moisture and leaf area index within the Land Data Assimilation System LDAS-Monde: application over the Euro-Mediterranean region B. Bonan et al. 10.5194/hess-24-325-2020
- Evaluation of Global Water Resources Reanalysis Products in the Upper Blue Nile River Basin M. Koukoula et al. 10.1175/JHM-D-19-0233.1
- Benefits of representing floodplains in a Land Surface Model: Pantanal simulated with ORCHIDEE CMIP6 version A. Schrapffer et al. 10.1007/s00382-020-05324-0
- Hydrological evaluation of open-access precipitation data using SWAT at multiple temporal and spatial scales J. Pang et al. 10.5194/hess-24-3603-2020
- Using data assimilation to optimize pedotransfer functions using field-scale in situ soil moisture observations E. Cooper et al. 10.5194/hess-25-2445-2021
- Regional Agroclimate Characteristic and Its Multiple Teleconnections: A Case Study in the Jianghan Plain (JHP) Region W. Li et al. 10.3390/w13192789
- Suitability of 17 gridded rainfall and temperature datasets for large-scale hydrological modelling in West Africa M. Dembélé et al. 10.5194/hess-24-5379-2020
- Machine Learning-Based Error Modeling to Improve GPM IMERG Precipitation Product over the Brahmaputra River Basin M. Bhuiyan et al. 10.3390/forecast2030014
- Representing Human Water Management in a Land Surface Model Using a Supply/Demand Approach X. Zhou et al. 10.1029/2020WR028133
- Investigating the Error Propagation from Satellite-Based Input Precipitation to Output Water Quality Indicators Simulated by a Hydrologic Model J. Solakian et al. 10.3390/rs12223728
- Extraction Method of Baseflow Recession Segments Based on Second-Order Derivative of Streamflow and Comparison with Four Conventional Methods W. Yang et al. 10.3390/w12071953
- Climate-dependent propagation of precipitation uncertainty into the water cycle A. Fallah et al. 10.5194/hess-24-3725-2020
- Which rainfall score is more informative about the performance in river discharge simulation? A comprehensive assessment on 1318 basins over Europe S. Camici et al. 10.5194/hess-24-4869-2020
- Model Estimates of China's Terrestrial Water Storage Variation Due To Reservoir Operation N. Dong et al. 10.1029/2021WR031787
- A Comparative Evaluation of Gauge-Satellite-Based Merging Products Over Multiregional Complex Terrain Basin T. Tang et al. 10.1109/JSTARS.2022.3187983
- Dynamic evolution of attribution analysis of runoff based on the complementary Budyko equation in the source area of Lancang river X. Yang et al. 10.3389/feart.2023.1160520
- Attribution Analysis of Seasonal Runoff in the Source Region of the Yellow River Using Seasonal Budyko Hypothesis G. Ji et al. 10.3390/land10050542
- River Runoff Modelling and Hydrological Drought Assessment Based on High-Resolution Brightness Temperatures in Mainland China X. Qu et al. 10.3390/w13172429
Discussed (preprint)
Latest update: 24 Sep 2023
Short summary
This study investigates the propagation of precipitation uncertainty, and its interaction with hydrologic modeling, in global water resource reanalysis. Analysis is based on ensemble hydrologic simulations for a period of 11 years based on six global hydrologic models and five precipitation datasets. Results show that uncertainties in the model simulations are attributed to both uncertainty in precipitation forcing and the model structure.
This study investigates the propagation of precipitation uncertainty, and its interaction with...
