Articles | Volume 22, issue 1
https://doi.org/10.5194/hess-22-853-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-22-853-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
01 Feb 2018
Research article |
| 01 Feb 2018
Streamflow forecasts from WRF precipitation for flood early warning in mountain tropical areas
María Carolina Rogelis
CORRESPONDING AUTHOR
UNESCO-IHE, P.O. Box 3015, 2601 DA Delft, the Netherlands
Micha Werner
UNESCO-IHE, P.O. Box 3015, 2601 DA Delft, the Netherlands
Deltares, P.O. Box 177, 2600 MH Delft, the Netherlands
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Cited
35 citations as recorded by crossref.
- Triple collocation-based error estimation and data fusion of global gridded precipitation products over the Yangtze River basin C. Chen et al. 10.1016/j.jhydrol.2021.127307
- Recent Advances in Real-Time Pluvial Flash Flood Forecasting A. Zanchetta & P. Coulibaly 10.3390/w12020570
- Evaluation of different parameterization schemes in the WRF model for assessment of meteorological conditions over an industrial region in South-East India V. Singh et al. 10.1007/s00704-022-04196-0
- The Canadian Surface Prediction Archive (CaSPAr): A Platform to Enhance Environmental Modeling in Canada and Globally J. Mai et al. 10.1175/BAMS-D-19-0143.1
- Recent progress in atmospheric modeling over the Andes – part I: review of atmospheric processes J. Martinez et al. 10.3389/feart.2024.1427783
- Improving efficiencies of flood forecasting during lead times: an operational method and its application in the Baiyunshan Reservoir P. Liu et al. 10.2166/nh.2018.051
- WRF-Hydro Model Application in a Data-Scarce, Small and Topographically Steep Catchment in Samsun, Turkey A. Ozkaya & Z. Akyurek 10.1007/s13369-019-04251-5
- Comprehensive study of extreme rainfall events using model simulations and remotely sensed observations S. Budakoti & C. Singh 10.1080/02626667.2023.2235349
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- The sensitivity of simulated streamflow to individual hydrologic processes across North America J. Mai et al. 10.1038/s41467-022-28010-7
- Evaluation of WRF model rainfall forecast using citizen science in a data-scarce urban catchment: Addis Ababa, Ethiopia H. Tedla et al. 10.1016/j.ejrh.2022.101273
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- Meta-Analysis and Visualization of the Literature on Early Identification of Flash Floods Z. Yang et al. 10.3390/rs14143313
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- Synoptic analysis and mesoscale numerical modelling of heavy precipitation: a case study of flash flood event in Kota Kinabalu, Malaysia J. Chang et al. 10.1007/s00703-019-00682-9
- Bayesian network model for flood forecasting based on atmospheric ensemble forecasts L. Goodarzi et al. 10.5194/nhess-19-2513-2019
- Development of a national 7-day ensemble streamflow forecasting service for Australia H. Hapuarachchi et al. 10.5194/hess-26-4801-2022
- Evaluation of flood prediction capability of the distributed Grid‐Xinanjiang model driven by weather research and forecasting precipitation C. Yao et al. 10.1111/jfr3.12544
- Evaluating the parameter sensitivity and impact of hydrologic modeling decisions on flood simulations A. Alexander et al. 10.1016/j.advwatres.2023.104560
- Evaluation of Data-Driven and Process-Based Real-Time Flow Forecasting Techniques for Informing Operation of Surface Water Abstraction M. Yassin et al. 10.1061/(ASCE)WR.1943-5452.0001397
- An Overview of Flood Concepts, Challenges, and Future Directions A. Mishra et al. 10.1061/(ASCE)HE.1943-5584.0002164
- Influence of urban catchment characteristics and rainfall origins on the phenomenon of stormwater flooding: Case study B. Szeląg et al. 10.1016/j.envsoft.2022.105335
- Assessing Hydrological Modelling Driven by Different Precipitation Datasets via the SMAP Soil Moisture Product and Gauged Streamflow Data L. Yi et al. 10.3390/rs10121872
- Improving the accuracy of precipitation estimates in a typical inland arid region of China using a dynamic Bayesian model averaging approach W. Xu et al. 10.1007/s40333-024-0054-7
- Sensitivity‐Based Soil Moisture Assimilation for Improved Streamflow Forecast Using a Novel Forward Sensitivity Method (FSM) Approach R. Visweshwaran et al. 10.1029/2021WR031092
- Data Assimilation for Rainfall-Runoff Prediction Based on Coupled Atmospheric-Hydrologic Systems with Variable Complexity W. Wang et al. 10.3390/rs13040595
- Hydrological Model Adaptability to Rainfall Inputs of Varied Quality J. Wang et al. 10.1029/2022WR032484
- Towards reducing flood risk disasters in a tropical urban basin by the development of flood alert web application T. Mattos et al. 10.1016/j.envsoft.2022.105367
- Evolving Threshold of Flood-Leading Precipitation in a User-Oriented Forecast System Based on the TIGGE Dataset Z. Zheng et al. 10.3389/feart.2021.703024
- Evaluation of 12 precipitation products and comparison of 8 multi-model averaging methods for estimating precipitation in the Qilian Mountains, Northwest China Y. Yang et al. 10.1016/j.atmosres.2023.107075
- Dynamic rainfall thresholds for landslide early warning in Progo Catchment, Java, Indonesia R. Satyaningsih et al. 10.1007/s11069-023-06208-2
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- Meteorological–hydrological coupling flood forecast and error propagation characteristics based on radar data assimilation in small- to medium sized River Basin: a case study of Zhanghe River Basin in China Y. Gao et al. 10.1007/s11069-024-06944-z
33 citations as recorded by crossref.
- Triple collocation-based error estimation and data fusion of global gridded precipitation products over the Yangtze River basin C. Chen et al. 10.1016/j.jhydrol.2021.127307
- Recent Advances in Real-Time Pluvial Flash Flood Forecasting A. Zanchetta & P. Coulibaly 10.3390/w12020570
- Evaluation of different parameterization schemes in the WRF model for assessment of meteorological conditions over an industrial region in South-East India V. Singh et al. 10.1007/s00704-022-04196-0
- The Canadian Surface Prediction Archive (CaSPAr): A Platform to Enhance Environmental Modeling in Canada and Globally J. Mai et al. 10.1175/BAMS-D-19-0143.1
- Recent progress in atmospheric modeling over the Andes – part I: review of atmospheric processes J. Martinez et al. 10.3389/feart.2024.1427783
- Improving efficiencies of flood forecasting during lead times: an operational method and its application in the Baiyunshan Reservoir P. Liu et al. 10.2166/nh.2018.051
- WRF-Hydro Model Application in a Data-Scarce, Small and Topographically Steep Catchment in Samsun, Turkey A. Ozkaya & Z. Akyurek 10.1007/s13369-019-04251-5
- Comprehensive study of extreme rainfall events using model simulations and remotely sensed observations S. Budakoti & C. Singh 10.1080/02626667.2023.2235349
- A coupled atmospheric–hydrologic modeling system with variable grid sizes for rainfall–runoff simulation in semi-humid and semi-arid watersheds: how does the coupling scale affects the results? J. Tian et al. 10.5194/hess-24-3933-2020
- The sensitivity of simulated streamflow to individual hydrologic processes across North America J. Mai et al. 10.1038/s41467-022-28010-7
- Evaluation of WRF model rainfall forecast using citizen science in a data-scarce urban catchment: Addis Ababa, Ethiopia H. Tedla et al. 10.1016/j.ejrh.2022.101273
- Hybrid physically based and machine learning model to enhance high streamflow prediction S. López-Chacón et al. 10.1080/02626667.2024.2426720
- Meta-Analysis and Visualization of the Literature on Early Identification of Flash Floods Z. Yang et al. 10.3390/rs14143313
- Análisis de la estimación del caudal del río Cabuz utilizando lluvia del modelo WRF y lluvia registrada W. González Raxjal 10.36829/08ASA.v17i2.1510
- Utility of the adjuvant and infection predicting model to reduce the frequency of chemical spray on onion downy mildew Y. Ide et al. 10.4241/kyubyochu.68.22
- Application of Artificial Neural Networks for Accuracy Enhancements of Real-Time Flood Forecasting in the Imjin Basin A. Jabbari & D. Bae 10.3390/w10111626
- Synoptic analysis and mesoscale numerical modelling of heavy precipitation: a case study of flash flood event in Kota Kinabalu, Malaysia J. Chang et al. 10.1007/s00703-019-00682-9
- Bayesian network model for flood forecasting based on atmospheric ensemble forecasts L. Goodarzi et al. 10.5194/nhess-19-2513-2019
- Development of a national 7-day ensemble streamflow forecasting service for Australia H. Hapuarachchi et al. 10.5194/hess-26-4801-2022
- Evaluation of flood prediction capability of the distributed Grid‐Xinanjiang model driven by weather research and forecasting precipitation C. Yao et al. 10.1111/jfr3.12544
- Evaluating the parameter sensitivity and impact of hydrologic modeling decisions on flood simulations A. Alexander et al. 10.1016/j.advwatres.2023.104560
- Evaluation of Data-Driven and Process-Based Real-Time Flow Forecasting Techniques for Informing Operation of Surface Water Abstraction M. Yassin et al. 10.1061/(ASCE)WR.1943-5452.0001397
- An Overview of Flood Concepts, Challenges, and Future Directions A. Mishra et al. 10.1061/(ASCE)HE.1943-5584.0002164
- Influence of urban catchment characteristics and rainfall origins on the phenomenon of stormwater flooding: Case study B. Szeląg et al. 10.1016/j.envsoft.2022.105335
- Assessing Hydrological Modelling Driven by Different Precipitation Datasets via the SMAP Soil Moisture Product and Gauged Streamflow Data L. Yi et al. 10.3390/rs10121872
- Improving the accuracy of precipitation estimates in a typical inland arid region of China using a dynamic Bayesian model averaging approach W. Xu et al. 10.1007/s40333-024-0054-7
- Sensitivity‐Based Soil Moisture Assimilation for Improved Streamflow Forecast Using a Novel Forward Sensitivity Method (FSM) Approach R. Visweshwaran et al. 10.1029/2021WR031092
- Data Assimilation for Rainfall-Runoff Prediction Based on Coupled Atmospheric-Hydrologic Systems with Variable Complexity W. Wang et al. 10.3390/rs13040595
- Hydrological Model Adaptability to Rainfall Inputs of Varied Quality J. Wang et al. 10.1029/2022WR032484
- Towards reducing flood risk disasters in a tropical urban basin by the development of flood alert web application T. Mattos et al. 10.1016/j.envsoft.2022.105367
- Evolving Threshold of Flood-Leading Precipitation in a User-Oriented Forecast System Based on the TIGGE Dataset Z. Zheng et al. 10.3389/feart.2021.703024
- Evaluation of 12 precipitation products and comparison of 8 multi-model averaging methods for estimating precipitation in the Qilian Mountains, Northwest China Y. Yang et al. 10.1016/j.atmosres.2023.107075
- Dynamic rainfall thresholds for landslide early warning in Progo Catchment, Java, Indonesia R. Satyaningsih et al. 10.1007/s11069-023-06208-2
2 citations as recorded by crossref.
- Improving Ensemble Forecasting Using Total Least Squares and Lead-Time Dependent Bias Correction A. Jabbari & D. Bae 10.3390/atmos11030300
- Meteorological–hydrological coupling flood forecast and error propagation characteristics based on radar data assimilation in small- to medium sized River Basin: a case study of Zhanghe River Basin in China Y. Gao et al. 10.1007/s11069-024-06944-z
Latest update: 20 Nov 2024
Short summary
Numerical weather prediction (NWP) models are fundamental for flood early warning, particularly in tropical mountainous watersheds. This paper aims to assess the potential of NWP for flood early warning purposes, and the possible improvement that the post-processing of forecasts can provide, in a tropical mountainous area. The results show the potential of NWP but also the need for more detailed evaluation of the meteorological model in the study area.
Numerical weather prediction (NWP) models are fundamental for flood early warning, particularly...
