Articles | Volume 23, issue 9
https://doi.org/10.5194/hess-23-3823-2019
© 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-23-3823-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
18 Sep 2019
Research article |
| 18 Sep 2019
| 18 Sep 2019
Using nowcasting technique and data assimilation in a meteorological model to improve very short range hydrological forecasts
Maria Laura Poletti
CORRESPONDING AUTHOR
CIMA Research Foundation, Savona, Italy
Francesco Silvestro
CIMA Research Foundation, Savona, Italy
Silvio Davolio
Institute of Atmospheric Sciences and Climate, CNR ISAC, Bologna, Italy
Flavio Pignone
CIMA Research Foundation, Savona, Italy
Nicola Rebora
CIMA Research Foundation, Savona, Italy
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- Large‐Sample Evaluation of Radar Rainfall Nowcasting for Flood Early Warning R. Imhoff et al. 10.1029/2021WR031591
- Scale‐dependent blending of ensemble rainfall nowcasts and numerical weather prediction in the open‐source pysteps library R. Imhoff et al. 10.1002/qj.4461
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- Probabilistic Attenuation Nowcasting for the 5G Telecommunication Networks J. Pudashine et al. 10.1109/LAWP.2021.3068393
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- Performance of the WRF Model for the Forecasting of the V-Shaped Storm Recorded on 11–12 November 2019 in the Eastern Sicily G. Castorina et al. 10.3390/atmos14020390
- Multivariate Assimilation of Remotely Sensed Soil Moisture and Evapotranspiration for Drought Monitoring K. Gavahi et al. 10.1175/JHM-D-20-0057.1
- Hydrometeorological evaluation of two nowcasting systems for Mediterranean heavy precipitation events with operational considerations A. Lovat et al. 10.5194/hess-26-2697-2022
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- Prediction of severe thunderstorm events with ensemble deep learning and radar data S. Guastavino et al. 10.1038/s41598-022-23306-6
- SWING, The Score-Weighted Improved NowcastinG Algorithm: Description and Application M. Lagasio et al. 10.3390/w14132131
- Recent Advances in Real-Time Pluvial Flash Flood Forecasting A. Zanchetta & P. Coulibaly 10.3390/w12020570
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- Precipitation nowcasting using transformer-based generative models and transfer learning for improved disaster preparedness M. Piran et al. 10.1016/j.jag.2024.103962
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Latest update: 20 Nov 2024
Short summary
In this work a probabilistic rainfall nowcasting model, a non-hydrostatic high-resolution numerical weather prediction (NWP) model corrected with data assimilation, and a distributed hydrological model are used together with radar observations to implement a hydrological nowcasting chain. This chain is used to obtain a useful discharge prediction in small catchments with a time horizon of 2–8 h.
In this work a probabilistic rainfall nowcasting model, a non-hydrostatic high-resolution...
