Articles | Volume 24, issue 1
https://doi.org/10.5194/hess-24-269-2020
© Author(s) 2020. 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-24-269-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Impact of high-resolution sea surface temperature representation on the forecast of small Mediterranean catchments' hydrological responses to heavy precipitation
Alfonso Senatore
CORRESPONDING AUTHOR
Department of Environmental and Chemical Engineering, Università della Calabria, P.te P. Bucci 42b,
87036 Rende (CS), Italy
Luca Furnari
Department of Environmental and Chemical Engineering, Università della Calabria, P.te P. Bucci 42b,
87036 Rende (CS), Italy
Giuseppe Mendicino
Department of Environmental and Chemical Engineering, Università della Calabria, P.te P. Bucci 42b,
87036 Rende (CS), Italy
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Cited
43 citations as recorded by crossref.
- Application of Machine Learning in Water Resources Management: A Systematic Literature Review F. Ghobadi & D. Kang
- Evaluation of the fully coupled WRF and WRF-Hydro modelling system initiated with satellite-based soil moisture data E. Duzenli et al.
- Flood Risk in Urban Areas: Modelling, Management and Adaptation to Climate Change. A Review L. Cea & P. Costabile
- Impact of SST Resolution on WRF Model Performance for Wind Field Simulation in the Southwestern Atlantic M. Laviola da Silva et al.
- Evaluation of EURO-CORDEX (Coordinated Regional Climate Downscaling Experiment for the Euro-Mediterranean area) historical simulations by high-quality observational datasets in southern Italy: insights on drought assessment D. Peres et al.
- Extreme Mediterranean cyclones and associated variables in an atmosphere-only vs. an ocean-coupled regional model M. Chericoni et al.
- High resolution physically based modelling reveals malaria incidence reduction by vector control measures M. Dieng et al.
- The wave-age-dependent stress parameterisation (WASP) for momentum and heat turbulent fluxes at sea in SURFEX v8.1 M. Bouin et al.
- Future climate projections in the global coastal ocean J. Holt et al.
- CRITER 1.0: a coarse reconstruction with iterative refinement network for sparse spatio-temporal satellite data M. Zupančič Muc et al.
- Implementation of WRF-Hydro at two drainage basins in the region of Attica, Greece, for operational flood forecasting E. Galanaki et al.
- Increasing daily precipitation extremes despite declining annual totals in southern Europe: a modeling study on the effects of Mediterranean Sea warming A. Senatore et al.
- A regional coupled approach to water cycle prediction during winter 2013/14 in the United Kingdom H. Lewis & S. Dadson
- Simulation of the role of Caspian Sea surface temperature and air temperature on precipitation intensity in lake-effect snow P. Ghafarian et al.
- Overview towards improved understanding of the mechanisms leading to heavy precipitation in the western Mediterranean: lessons learned from HyMeX S. Khodayar et al.
- Towards Improved Flash Flood Forecasting over Dire Dawa, Ethiopia Using WRF-Hydro A. Semie et al.
- Enhanced streamflow forecasting using hybrid modelling integrating glacio-hydrological outputs, deep learning and wavelet transformation J. Ougahi & J. Rowan
- Influence of mesoscale sea‐surface temperature structures on the Mediterranean cyclone Ianos in convection‐permitting simulations: Contributions of surface warming and cold wakes A. Mishra et al.
- Regional hotspots and contrasts in the trends of mean and extreme daily precipitation in France A. Haruna et al.
- Fully coupled high‐resolution medium‐range forecasts: Evaluation of the hydrometeorological impact in an ensemble framework L. Furnari et al.
- Machine learning techniques for regional scale estimation of high-resolution cloud-free daily sea surface temperatures from MODIS data S. Sunder et al.
- Integrating Ensemble Weather Predictions in a Hydrologic-Hydraulic Modelling System for Fine-Resolution Flood Forecasting: The Case of Skala Bridge at Evrotas River, Greece G. Varlas et al.
- Concurrent Influence of Different Natural Sources on the Particulate Matter in the Central Mediterranean Region during a Wildfire Season J. Castagna et al.
- Sensitivity of WRF-derived hydrometeorological extremes to sea surface temperatures in regions with complex topography and diverse climate H. Pilatin et al.
- Hydrometeorological analysis of a flash flood event in an ungauged Mediterranean watershed under an operational forecasting and monitoring context C. Giannaros et al.
- Reconstructing Flood Events in Mediterranean Coastal Areas Using Different Reanalyses and High-Resolution Meteorological Models A. Senatore et al.
- Evaluating the Forecast Skill of a Hydrometeorological Modelling System in Greece G. Varlas et al.
- Improving WRF‐Hydro runoff simulations of heavy floods through the sea surface temperature fields with higher spatio‐temporal resolution B. Kilicarslan et al.
- Investigating sea‐state effects on flash flood hydrograph and inundation forecasting G. Papaioannou et al.
- Potential of stochastic methods for improving convection-permitting ensemble forecasts of extreme events over the Western Mediterranean A. Hermoso et al.
- A Survey of Remote Sensing and Geographic Information System Applications for Flash Floods L. Ding et al.
- Forecasting extreme precipitation in the central Mediterranean: Changes in predictors' strength with prediction lead time N. Mastrantonas et al.
- Evaluation of sea surface temperature from ocean reanalysis products over the North Indian Ocean R. Rahman & H. Rahaman
- A multi-step strategy for enhancing the rainfall-runoff modeling: combination of lumped and artificial intelligence-based hydrological models B. Mohammadi et al.
- Links Between Sea Surface Temperature Structures, Clouds and Rainfall: Study Case of the Mediterranean Sea F. Desbiolles et al.
- Improving long-term streamflow prediction in a poorly gauged basin using geo-spatiotemporal mesoscale data and attention-based deep learning: A comparative study F. Ghobadi & D. Kang
- Selecting the best distribution for modeling trends in low, medium, and extreme daily precipitation under climate change A. Haruna et al.
- The Particularity of the Warm Rain in Catalonia F. Figuerola et al.
- Lateral terrestrial water flow contribution to summer precipitation at continental scale – A comparison between Europe and West Africa with WRF‐Hydro‐tag ensembles J. Arnault et al.
- Can artificial intelligence and data-driven machine learning models match or even replace process-driven hydrologic models for streamflow simulation?: A case study of four watersheds with different hydro-climatic regions across the CONUS T. Kim et al.
- Analysis of flood streamflow sensitivity to precipitation using the WRF-Hydro model in a humid environment P. Liu et al.
- Hydrometeorological Ensemble Forecast of a Highly Localized Convective Event in the Mediterranean L. Furnari et al.
- Understanding the role of initial soil moisture and precipitation magnitude in flood forecast using a hydrometeorological modelling system D. Yin et al.
43 citations as recorded by crossref.
- Application of Machine Learning in Water Resources Management: A Systematic Literature Review F. Ghobadi & D. Kang
- Evaluation of the fully coupled WRF and WRF-Hydro modelling system initiated with satellite-based soil moisture data E. Duzenli et al.
- Flood Risk in Urban Areas: Modelling, Management and Adaptation to Climate Change. A Review L. Cea & P. Costabile
- Impact of SST Resolution on WRF Model Performance for Wind Field Simulation in the Southwestern Atlantic M. Laviola da Silva et al.
- Evaluation of EURO-CORDEX (Coordinated Regional Climate Downscaling Experiment for the Euro-Mediterranean area) historical simulations by high-quality observational datasets in southern Italy: insights on drought assessment D. Peres et al.
- Extreme Mediterranean cyclones and associated variables in an atmosphere-only vs. an ocean-coupled regional model M. Chericoni et al.
- High resolution physically based modelling reveals malaria incidence reduction by vector control measures M. Dieng et al.
- The wave-age-dependent stress parameterisation (WASP) for momentum and heat turbulent fluxes at sea in SURFEX v8.1 M. Bouin et al.
- Future climate projections in the global coastal ocean J. Holt et al.
- CRITER 1.0: a coarse reconstruction with iterative refinement network for sparse spatio-temporal satellite data M. Zupančič Muc et al.
- Implementation of WRF-Hydro at two drainage basins in the region of Attica, Greece, for operational flood forecasting E. Galanaki et al.
- Increasing daily precipitation extremes despite declining annual totals in southern Europe: a modeling study on the effects of Mediterranean Sea warming A. Senatore et al.
- A regional coupled approach to water cycle prediction during winter 2013/14 in the United Kingdom H. Lewis & S. Dadson
- Simulation of the role of Caspian Sea surface temperature and air temperature on precipitation intensity in lake-effect snow P. Ghafarian et al.
- Overview towards improved understanding of the mechanisms leading to heavy precipitation in the western Mediterranean: lessons learned from HyMeX S. Khodayar et al.
- Towards Improved Flash Flood Forecasting over Dire Dawa, Ethiopia Using WRF-Hydro A. Semie et al.
- Enhanced streamflow forecasting using hybrid modelling integrating glacio-hydrological outputs, deep learning and wavelet transformation J. Ougahi & J. Rowan
- Influence of mesoscale sea‐surface temperature structures on the Mediterranean cyclone Ianos in convection‐permitting simulations: Contributions of surface warming and cold wakes A. Mishra et al.
- Regional hotspots and contrasts in the trends of mean and extreme daily precipitation in France A. Haruna et al.
- Fully coupled high‐resolution medium‐range forecasts: Evaluation of the hydrometeorological impact in an ensemble framework L. Furnari et al.
- Machine learning techniques for regional scale estimation of high-resolution cloud-free daily sea surface temperatures from MODIS data S. Sunder et al.
- Integrating Ensemble Weather Predictions in a Hydrologic-Hydraulic Modelling System for Fine-Resolution Flood Forecasting: The Case of Skala Bridge at Evrotas River, Greece G. Varlas et al.
- Concurrent Influence of Different Natural Sources on the Particulate Matter in the Central Mediterranean Region during a Wildfire Season J. Castagna et al.
- Sensitivity of WRF-derived hydrometeorological extremes to sea surface temperatures in regions with complex topography and diverse climate H. Pilatin et al.
- Hydrometeorological analysis of a flash flood event in an ungauged Mediterranean watershed under an operational forecasting and monitoring context C. Giannaros et al.
- Reconstructing Flood Events in Mediterranean Coastal Areas Using Different Reanalyses and High-Resolution Meteorological Models A. Senatore et al.
- Evaluating the Forecast Skill of a Hydrometeorological Modelling System in Greece G. Varlas et al.
- Improving WRF‐Hydro runoff simulations of heavy floods through the sea surface temperature fields with higher spatio‐temporal resolution B. Kilicarslan et al.
- Investigating sea‐state effects on flash flood hydrograph and inundation forecasting G. Papaioannou et al.
- Potential of stochastic methods for improving convection-permitting ensemble forecasts of extreme events over the Western Mediterranean A. Hermoso et al.
- A Survey of Remote Sensing and Geographic Information System Applications for Flash Floods L. Ding et al.
- Forecasting extreme precipitation in the central Mediterranean: Changes in predictors' strength with prediction lead time N. Mastrantonas et al.
- Evaluation of sea surface temperature from ocean reanalysis products over the North Indian Ocean R. Rahman & H. Rahaman
- A multi-step strategy for enhancing the rainfall-runoff modeling: combination of lumped and artificial intelligence-based hydrological models B. Mohammadi et al.
- Links Between Sea Surface Temperature Structures, Clouds and Rainfall: Study Case of the Mediterranean Sea F. Desbiolles et al.
- Improving long-term streamflow prediction in a poorly gauged basin using geo-spatiotemporal mesoscale data and attention-based deep learning: A comparative study F. Ghobadi & D. Kang
- Selecting the best distribution for modeling trends in low, medium, and extreme daily precipitation under climate change A. Haruna et al.
- The Particularity of the Warm Rain in Catalonia F. Figuerola et al.
- Lateral terrestrial water flow contribution to summer precipitation at continental scale – A comparison between Europe and West Africa with WRF‐Hydro‐tag ensembles J. Arnault et al.
- Can artificial intelligence and data-driven machine learning models match or even replace process-driven hydrologic models for streamflow simulation?: A case study of four watersheds with different hydro-climatic regions across the CONUS T. Kim et al.
- Analysis of flood streamflow sensitivity to precipitation using the WRF-Hydro model in a humid environment P. Liu et al.
- Hydrometeorological Ensemble Forecast of a Highly Localized Convective Event in the Mediterranean L. Furnari et al.
- Understanding the role of initial soil moisture and precipitation magnitude in flood forecast using a hydrometeorological modelling system D. Yin et al.
Saved (final revised paper)
Latest update: 26 May 2026
Short summary
This paper addresses the question of how different resolutions of sea surface temperature (SST) representation affect regional operational hydro-meteorological forecasting chains over coastal Mediterranean catchments by analysing two different severe events that affected southern Italy in 2015. Even if the benefits of high-resolution SST representation are hidden by other sources of uncertainty, the experiments highlight that the impact is non-negligible in most cases.
This paper addresses the question of how different resolutions of sea surface temperature (SST)...