Articles | Volume 20, issue 12
https://doi.org/10.5194/hess-20-4983-2016
© Author(s) 2016. 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-20-4983-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Calibration of channel depth and friction parameters in the LISFLOOD-FP hydraulic model using medium-resolution SAR data and identifiability techniques
Melissa Wood
CORRESPONDING AUTHOR
School of Geographical Sciences, University of Bristol, University Road, Bristol, BS8 1SS, UK
Luxembourg Institute of Science and Technology (LIST), 41 rue du Brill, 4422 Belvaux, Luxembourg
Renaud Hostache
Luxembourg Institute of Science and Technology (LIST), 41 rue du Brill, 4422 Belvaux, Luxembourg
Jeffrey Neal
School of Geographical Sciences, University of Bristol, University Road, Bristol, BS8 1SS, UK
Thorsten Wagener
School of Engineering, University of Bristol, Queen's Building, University Walk, Bristol, BS8 1TR, UK
Laura Giustarini
Luxembourg Institute of Science and Technology (LIST), 41 rue du Brill, 4422 Belvaux, Luxembourg
Marco Chini
Luxembourg Institute of Science and Technology (LIST), 41 rue du Brill, 4422 Belvaux, Luxembourg
Giovani Corato
Luxembourg Institute of Science and Technology (LIST), 41 rue du Brill, 4422 Belvaux, Luxembourg
Patrick Matgen
Luxembourg Institute of Science and Technology (LIST), 41 rue du Brill, 4422 Belvaux, Luxembourg
Paul Bates
School of Geographical Sciences, University of Bristol, University Road, Bristol, BS8 1SS, UK
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Cited
76 citations as recorded by crossref.
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- Flood Inundation Mapping of the Sparsely Gauged Large-Scale Brahmaputra Basin Using Remote Sensing Products B. Bhattacharya et al. 10.3390/rs11050501
- Estimation of Segment-Averaged Geometric-Hydraulic Relationships as a Function of Depth in Natural Rivers Using Inverse Modeling S. Kalami et al. 10.1080/24694452.2022.2154633
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- Flood Mapping in a Complex Environment Using Bistatic TanDEM-X/TerraSAR-X InSAR Coherence C. Chaabani et al. 10.3390/rs10121873
- Potential of SAR-Derived Flood Maps for Hydrodynamic Model Calibration in Data Scarce Regions A. Dasgupta et al. 10.1061/(ASCE)HE.1943-5584.0001988
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- On the Impacts of Observation Location, Timing, and Frequency on Flood Extent Assimilation Performance A. Dasgupta et al. 10.1029/2020WR028238
- A hazard-human coupled model (HazardCM) to assess city dynamic exposure to rainfall-triggered natural hazards Q. Dai et al. 10.1016/j.envsoft.2020.104684
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- A porosity-based flood inundation modelling approach for enabling faster large scale simulations V. Ayoub et al. 10.1016/j.advwatres.2022.104141
- Validation of a 30 m resolution flood hazard model of the conterminous United States O. Wing et al. 10.1002/2017WR020917
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- Simultaneous assimilation of water levels from river gauges and satellite flood maps for near-real-time flood mapping A. Annis et al. 10.5194/hess-26-1019-2022
- GeoFlood: Large‐Scale Flood Inundation Mapping Based on High‐Resolution Terrain Analysis X. Zheng et al. 10.1029/2018WR023457
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- Hydrodynamic modelling and model sensitivities to bed roughness and bathymetry offset in a micro-tidal estuary M. Khanarmuei et al. 10.2166/hydro.2020.102
- Applications of Open-Access Remotely Sensed Data for Flood Modelling and Mapping in Developing Regions I. Ekeu-wei & G. Blackburn 10.3390/hydrology5030039
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- Slackwater Sediments Record the Increase in Sub-daily Rain Flood due to Climate Change in a European Mediterranean Catchment J. Moral-Erencia et al. 10.1007/s11269-020-02563-y
- Toward improved river boundary conditioning for simulation of extreme floods K. Jafarzadegan et al. 10.1016/j.advwatres.2021.104059
- Hydraulic Model Calibration Using Water Levels Derived from Time Series High-Resolution SAR Images N. Desrochers et al. 10.1061/(ASCE)HY.1943-7900.0001687
- Small-scale anthropogenic changes impact floodplain hydraulics: Simulating the effects of fish canals on the Logone floodplain A. Shastry et al. 10.1016/j.jhydrol.2020.125035
- Predictive Modeling of Envelope Flood Extents Using Geomorphic and Climatic‐Hydrologic Catchment Characteristics R. Tavares da Costa et al. 10.1029/2019WR026453
- A Mutual Information‐Based Likelihood Function for Particle Filter Flood Extent Assimilation A. Dasgupta et al. 10.1029/2020WR027859
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- Accounting for model structure, parameter and input forcing uncertainty in flood inundation modeling using Bayesian model averaging Z. Liu & V. Merwade 10.1016/j.jhydrol.2018.08.009
- Multi-source data fusion and modeling to assess and communicate complex flood dynamics to support decision-making for downstream areas of dams: The 2011 hurricane irene and schoharie creek floods, NY C. Renschler & Z. Wang 10.1016/j.jag.2017.06.002
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75 citations as recorded by crossref.
- Locating flood embankments using SAR time series: A proof of concept M. Wood et al. 10.1016/j.jag.2018.04.003
- Recent Advances and New Frontiers in Riverine and Coastal Flood Modeling K. Jafarzadegan et al. 10.1029/2022RG000788
- Assimilation of Soil Moisture and Ocean Salinity (SMOS) brightness temperature into a large-scale distributed conceptual hydrological model to improve soil moisture predictions: the Murray–Darling basin in Australia as a test case R. Hostache et al. 10.5194/hess-24-4793-2020
- A globally applicable framework for compound flood hazard modeling D. Eilander et al. 10.5194/nhess-23-823-2023
- 100 Years of Competition between Reduction in Channel Capacity and Streamflow during Floods in the Guadalquivir River (Southern Spain) P. Bohorquez & J. Del Moral-Erencia 10.3390/rs9070727
- Calibrating a hydrodynamic model using water surface elevation determined from ICESat-2 derived cross-section and Sentinel-2 retrieved sub-pixel river width H. Zhou et al. 10.1016/j.rse.2023.113796
- Flood Inundation Mapping of the Sparsely Gauged Large-Scale Brahmaputra Basin Using Remote Sensing Products B. Bhattacharya et al. 10.3390/rs11050501
- Estimation of Segment-Averaged Geometric-Hydraulic Relationships as a Function of Depth in Natural Rivers Using Inverse Modeling S. Kalami et al. 10.1080/24694452.2022.2154633
- Probabilistic Numerical Modeling of Compound Flooding Caused by Tropical Storm Matthew Over a Data‐Scarce Coastal Environment Y. Zhang & M. Najafi 10.1029/2020WR028565
- Flood Mapping in a Complex Environment Using Bistatic TanDEM-X/TerraSAR-X InSAR Coherence C. Chaabani et al. 10.3390/rs10121873
- Potential of SAR-Derived Flood Maps for Hydrodynamic Model Calibration in Data Scarce Regions A. Dasgupta et al. 10.1061/(ASCE)HE.1943-5584.0001988
- Using Machine Learning to Identify and Optimize Sensitive Parameters in Urban Flood Model Considering Subsurface Characteristics H. Jin et al. 10.1007/s13753-024-00540-2
- Efficient number of calibrated cross sections bottom levels on a hydrodynamic model using the SCE-UA algorithm. Case study: Madeira River J. Brêda et al. 10.1590/2318-0331.0217170068
- On the Impacts of Observation Location, Timing, and Frequency on Flood Extent Assimilation Performance A. Dasgupta et al. 10.1029/2020WR028238
- A hazard-human coupled model (HazardCM) to assess city dynamic exposure to rainfall-triggered natural hazards Q. Dai et al. 10.1016/j.envsoft.2020.104684
- Improvement of Flood Extent Representation With Remote Sensing Data and Data Assimilation T. Nguyen et al. 10.1109/TGRS.2022.3147429
- On the Contribution of Satellite Altimetry-Derived Water Surface Elevation to Hydrodynamic Model Calibration in the Han River Y. Shen et al. 10.3390/rs12244087
- Towards operational SAR-based flood mapping using neuro-fuzzy texture-based approaches A. Dasgupta et al. 10.1016/j.rse.2018.06.019
- 1D and 2D Flow Routing on a Terrain L. Arge et al. 10.1145/3539660
- A Tempered Particle Filter to Enhance the Assimilation of SAR‐Derived Flood Extent Maps Into Flood Forecasting Models C. Di Mauro et al. 10.1029/2022WR031940
- The importance of volunteered geographic information for the validation of flood inundation models E. Rollason et al. 10.1016/j.jhydrol.2018.05.002
- Benchmarking the Indian National CartoDEM against SRTM for 1D hydraulic modelling A. Kumar et al. 10.1080/15715124.2019.1606816
- A porosity-based flood inundation modelling approach for enabling faster large scale simulations V. Ayoub et al. 10.1016/j.advwatres.2022.104141
- Validation of a 30 m resolution flood hazard model of the conterminous United States O. Wing et al. 10.1002/2017WR020917
- A Localized Particle Filtering Approach to Advance Flood Frequency Estimation at Large Scale Using Satellite Synthetic Aperture Radar Image Collection and Hydrodynamic Modelling M. Zingaro et al. 10.3390/rs16122179
- Flooding in the Mekong Delta: the impact of dyke systems on downstream hydrodynamics V. Thanh et al. 10.5194/hess-24-189-2020
- Simultaneous assimilation of water levels from river gauges and satellite flood maps for near-real-time flood mapping A. Annis et al. 10.5194/hess-26-1019-2022
- GeoFlood: Large‐Scale Flood Inundation Mapping Based on High‐Resolution Terrain Analysis X. Zheng et al. 10.1029/2018WR023457
- Multitemporal SAR Data and 2D Hydrodynamic Model Flood Scenario Dynamics Assessment S. Scarpino et al. 10.3390/ijgi7030105
- Understanding and modelling the effects of wetland on the hydrology and water resources of large African river basins E. Makungu & D. Hughes 10.1016/j.jhydrol.2021.127039
- New estimates of flood exposure in developing countries using high-resolution population data A. Smith et al. 10.1038/s41467-019-09282-y
- Experimental Application of Sediment Flow Connectivity Index (SCI) in Flood Monitoring M. Zingaro et al. 10.3390/w12071857
- Bayesian calibration of a flood simulator using binary flood extent observations M. Balbi & D. Lallemant 10.5194/hess-27-1089-2023
- Near‐Real‐Time Assimilation of SAR‐Derived Flood Maps for Improving Flood Forecasts R. Hostache et al. 10.1029/2017WR022205
- Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery A. Jamali et al. 10.1016/j.jag.2024.103662
- A flood inundation forecast of Hurricane Harvey using a continental-scale 2D hydrodynamic model O. Wing et al. 10.1016/j.hydroa.2019.100039
- Channel‐Form Adjustment of an Alluvial River Under Hydrodynamic and Eco‐Geomorphologic Controls: Insights From Applying Equilibrium Theory Governing Alluvial Channel Flow T. Su et al. 10.1029/2020WR029174
- Two-Dimetional Hydraulic Simulation of Floods using the LISFLOOD-FP Raster Model (A Case Study: The Shemshak Watershed, Tehran Province) k. sadeghian et al. 10.52547/jwmr.11.22.165
- Floodplain reconstitution based on data collected via smartphones: a methodological approach to hydrological risk mapping A. Ribeiro et al. 10.1590/2318-0331.252020190179
- Assessing LISFLOOD-FP with the next-generation digital elevation model FABDEM using household survey and remote sensing data in the Central Highlands of Vietnam L. Hawker et al. 10.5194/nhess-24-539-2024
- Inundation mapping using hydraulic modeling with high-resolution remote sensed data: a case study in the Acre River Basin, Brazil L. Antunes da Silva et al. 10.1007/s40808-024-01972-x
- Simulating historical flood events at the continental scale: observational validation of a large-scale hydrodynamic model O. Wing et al. 10.5194/nhess-21-559-2021
- Deriving exclusion maps from C-band SAR time-series in support of floodwater mapping J. Zhao et al. 10.1016/j.rse.2021.112668
- New Perspectives of Earth Surface Remote Detection for Hydro-Geomorphological Monitoring of Rivers M. Zingaro et al. 10.3390/su142114093
- Effective Representation of River Geometry in Hydraulic Flood Forecast Models S. Grimaldi et al. 10.1002/2017WR021765
- Probabilistic compound flood hazard analysis for coastal risk assessment: A case study in Charleston, South Carolina F. Diermanse et al. 10.34237/1009122
- Hydraulic Model Calibration Using CryoSat‐2 Observations in the Zambezi Catchment C. Kittel et al. 10.1029/2020WR029261
- Investigating the role of model structure and surface roughness in generating flood inundation extents using one‐ and two‐dimensional hydraulic models Z. Liu et al. 10.1111/jfr3.12347
- Predicting Channel Conveyance and Characterizing Planform Using River Bathymetry via Satellite Image Compilation (RiBaSIC) Algorithm for DEM-Based Hydrodynamic Modeling M. Bhuyian & A. Kalyanapu 10.3390/rs12172799
- Simultaneous calibration of multiple hydrodynamic model parameters using satellite altimetry observations of water surface elevation in the Songhua River L. Jiang et al. 10.1016/j.rse.2019.03.014
- Assimilation of probabilistic flood maps from SAR data into a coupled hydrologic–hydraulic forecasting model: a proof of concept C. Di Mauro et al. 10.5194/hess-25-4081-2021
- Dual State‐Parameter Assimilation of SAR‐Derived Wet Surface Ratio for Improving Fluvial Flood Reanalysis T. Nguyen et al. 10.1029/2022WR033155
- Improving flood inundation modeling skill: interconnection between model parameters and boundary conditions N. Oruc Baci et al. 10.1007/s40808-023-01768-5
- Collaborative spatial information as an alternative data source for hydrodynamic model calibration: a Pernambuco State case study, Brazil G. de Oliveira et al. 10.1007/s11069-023-06073-z
- Evaluating flood extent mapping of two hydraulic models, 1D HEC‐RAS and 2D LISFLOOD‐FP in comparison with aerial imagery observations in Gorgan flood plain, Iran O. Rahimzadeh et al. 10.1111/nrm.12214
- A simple framework for calibrating hydraulic flood inundation models using Crowd-sourced water levels A. Dasgupta et al. 10.1016/j.jhydrol.2022.128467
- Epistemic uncertainties and natural hazard risk assessment – Part 1: A review of different natural hazard areas K. Beven et al. 10.5194/nhess-18-2741-2018
- Improving flood inundation forecasts through the assimilation of in situ floodplain water level measurements based on alternative observation network configurations A. Van Wesemael et al. 10.1016/j.advwatres.2019.05.025
- Observation operators for assimilation of satellite observations in fluvial inundation forecasting E. Cooper et al. 10.5194/hess-23-2541-2019
- Flood Hazard Mapping with Distributed Hydrological Simulations and Remote-Sensed Slackwater Sediments in Ungauged Basins J. del Moral-Erencia et al. 10.3390/w13233434
- Gaussian Anamorphosis for Ensemble Kalman Filter Analysis of SAR-Derived Wet Surface Ratio Observations T. Nguyen et al. 10.1109/TGRS.2023.3338296
- Hydrodynamic modelling and model sensitivities to bed roughness and bathymetry offset in a micro-tidal estuary M. Khanarmuei et al. 10.2166/hydro.2020.102
- Applications of Open-Access Remotely Sensed Data for Flood Modelling and Mapping in Developing Regions I. Ekeu-wei & G. Blackburn 10.3390/hydrology5030039
- Flood Modeling and Prediction Using Earth Observation Data G. Schumann et al. 10.1007/s10712-022-09751-y
- Coupling multitemporal remote sensing with geomorphology and hydrological modeling for post flood recovery in the Strymonas dammed river basin (Greece) D. Capolongo et al. 10.1016/j.scitotenv.2018.10.114
- Assessment of Population Exposure to Urban Flood at the Building Scale S. Zhu et al. 10.3390/w12113253
- Slackwater Sediments Record the Increase in Sub-daily Rain Flood due to Climate Change in a European Mediterranean Catchment J. Moral-Erencia et al. 10.1007/s11269-020-02563-y
- Toward improved river boundary conditioning for simulation of extreme floods K. Jafarzadegan et al. 10.1016/j.advwatres.2021.104059
- Hydraulic Model Calibration Using Water Levels Derived from Time Series High-Resolution SAR Images N. Desrochers et al. 10.1061/(ASCE)HY.1943-7900.0001687
- Small-scale anthropogenic changes impact floodplain hydraulics: Simulating the effects of fish canals on the Logone floodplain A. Shastry et al. 10.1016/j.jhydrol.2020.125035
- Predictive Modeling of Envelope Flood Extents Using Geomorphic and Climatic‐Hydrologic Catchment Characteristics R. Tavares da Costa et al. 10.1029/2019WR026453
- A Mutual Information‐Based Likelihood Function for Particle Filter Flood Extent Assimilation A. Dasgupta et al. 10.1029/2020WR027859
- On the role of floodplain storage and hydrodynamic interactions in flood risk estimation M. Farrag et al. 10.1080/02626667.2022.2030058
- Accounting for model structure, parameter and input forcing uncertainty in flood inundation modeling using Bayesian model averaging Z. Liu & V. Merwade 10.1016/j.jhydrol.2018.08.009
- Multi-source data fusion and modeling to assess and communicate complex flood dynamics to support decision-making for downstream areas of dams: The 2011 hurricane irene and schoharie creek floods, NY C. Renschler & Z. Wang 10.1016/j.jag.2017.06.002
1 citations as recorded by crossref.
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Latest update: 23 Nov 2024
Short summary
We propose a methodology to calibrate the bankfull channel depth and roughness parameters in a 2-D hydraulic model using an archive of medium-resolution SAR satellite-derived flood extent maps. We used an identifiability methodology to locate the parameters and suggest the SAR images which could be optimally used for model calibration. We found that SAR images acquired around the flood peak provide best calibration potential for the depth parameter, improving when SAR images are combined.
We propose a methodology to calibrate the bankfull channel depth and roughness parameters in a...