432
Views
17
CrossRef citations to date
0
Altmetric
Research Papers

Evaluating uncertain flood inundation predictions with uncertain remotely sensed water stages

, , , , , & show all
Pages 187-199 | Received 06 Jul 2007, Accepted 12 Nov 2007, Published online: 23 Aug 2010

References

  • Horritt , M.S. 2000 . “Calibration of a Two‐Dimensional Finite Element Flood Flow Model Using Satellite Radar Imagery” . Water Resources Research , 36 (11) : 3279 – 3291 .
  • Bates , P.D. , Horritt , M.S. , Aronica , G. and Beven , K. 2004 . “Bayesian Updating of Flood Inundation Likelihoods Conditioned on Flood Extent Data” . Hydrological Processes , 18 (17) : 3347 – 3370 .
  • Werner , M. , Blazkova , S. and Petr , J. 2005 . “Spatially Distributed Observations in Constraining Inundation Modelling Uncertainties” . Hydrological Processes , 19 (16) : 3081 – 3096 .
  • Refsgaard , J.C. 2000 . “Towards a Formal Approach to Calibration and Validation of Models Using Spatial Data” . In 2000. Spatial patterns in catchment hydrology: Observations and modelling , Edited by: Grayson , R. and Blöschl , G. 329 – 354 . Cambridge, , UK : CUP .
  • Engman , E.T. and Schultz , G.A. 2000 . “Future Perspectives” . In 2000. Remote sensing in hydrology and water management , Edited by: Schultz , G.A. and Engman , E.T. 483 Germany : Springer .
  • Grayson , R.B. , Blöschl , G. , Western , A.W. and McMahon , T.A. 2002 . “Advances in the Use of Observed Spatial Patterns of Catchment Hydrological Response” . Advances in Water Resources , 25 : 1313 – 1334 .
  • Gupta , R.P. and Banerji , S. 1985 . “Monitoring of Reservoir Volume Using Landsat Data” . Journal of Hydrology , 77 : 159 – 170 .
  • Smith , L.C. 1997 . “Satellite Remote Sensing of River Inundation Area, Stage, and Discharge: A Review” . Hydrological Processes , 11 : 1427 – 1439 .
  • Wang , Y. , Colby , J.D. and Mulcahy , K.A. 2002 . “An Efficient Method for Mapping Flood Extent in a Coastal Floodplain Using Landsat TM and DEM Data” . International Journal of Remote Sensing , 23 (18) : 3681 – 3696 .
  • Hostache , R. , Puech , C. and Raclot , D. “Caractérisation spatiale d'aléa inondation à partir d'images satellites RADAR: Cartographie et estimation de niveaux d'eau par fusion des données images avec des données topographiques” . Proceedings of the International Conference on Spatial Analysis and Geomatics (SAGEO) . June 20–23 , Avignon, France. CD‐ROM (in French)
  • Raclot , D. 2006 . “Remote Sensing of Water Levels on Floodplains: A Spatial Approach Guided by Hydraulic Functioning” . International Journal of Remote Sensing , 27 (12) : 2553 – 2574 .
  • Matgen , P. , Schumann , G. , Henry , J.B. , Hoffmann , L. and Pfister , L. 2007 . “Integration of SAR‐Derived Inundation Areas, High Precision Topographic Data and a River Flow Model Toward Real‐Time Flood Management” . Journal of Applied Earth Observation and Geoinformation , 9 : 247 – 263 .
  • Schumann , G. , Hostache , R. , Puech , C. , Hoffmann , L. , Matgen , P. , Pappenberger , F. and Pfister , L. 2007a . “Highresolution 3D Flood Information from Radar Imagery for Flood Hazard Management” . Transactions on Geo‐science and Remote Sensing. Disaster Special Issue , 45 (6) : 1715 – 1725 .
  • NÉELZ , S. , Pender , G. , Villanueva , I. , Wilson , M. , Wright , N.G. , Bates , P. , Mason , D. and Whitlow , C. 2006 . “Using Remotely Sensed Data to Support Flood Modelling” . Proceedings of the Institution of Civil Engineers, Water Management , 159 : 35 – 43 .
  • Bates , P.D. , Horritt , M.S. , Smith , C.N. and Mason , D. 1997 . “Integrating Remote Sensing Observations of Flood Hydrology and Hydraulic Modelling” . Hydrological Processes , 11 : 1777 – 1795 .
  • Bates , P.D. and De Roo , A.P.J. 2000 . “A Simple Raster‐Based Model for Flood Inundation Simulation” . Journal of Hydrology , 236 : 54 – 77 .
  • Horritt , M.S. and Bates , P.D. 2002 . “Evaluation of 1D and 2D Numerical Models for Predicting River Flood Inundation” . Journal of Hydrology , 268 : 87 – 99 .
  • Aronica , G. , Bates , P.D. and Horritt , M.S. 2002 . “Assessing the Uncertainty in Distributed Model Predictions Using Observed Binary Pattern Information within GLUE” . Hydrological Processes , 16 : 2001 – 2016 .
  • Romanowicz , R. and Beven , K. 2003 . “Estimation of Flood Inundation Probabilities as Conditioned on Event Inundation Maps” . Water Resources Research , 39 (3) doi: 10.1029/2001WR001056
  • Hunter , N.M. , Bates , P.D. , Horritt , M.S. , De Roo , P.J. and Werner , M.G.F. 2005 . “Utility of Different Data Types for Calibrating Flood Inundation Models within a GLUE Framework” . Hydrology and Earth System Sciences , 9 (4) : 412 – 430 .
  • Horritt , M.S. 2006 . “A Methodology for the Validation of Uncertain Flood Inundation Models” . Journal of Hydrology , 326 (1–4) : 153 – 165 .
  • Pappenberger , F. , Frodsham , K. , Beven , K. , Romanowicz , R. and Matgen , P. 2007 . “Fuzzy Set Approach to Calibrating Distributed Flood Inundation Models Using Remote Sensing Observations” . Hydrology and Earth System Sciences , 11 : 739 – 752 .
  • Pappenberger , F. , Beven , K. , Frodsham , K. , Romanowicz , R. and Matgen , P. 2007 . “Grasping the Unavoidable Subjectivity in Calibration of Flood Inundation Models: A Vulnerability Weighted Approach” . Journal of Hydrology , 333 : 275 – 287 .
  • Matgen , P. , Henry , J.B. , Pappenberger , F. , de Fraipont , P. , Hoffmann , L. and Pfister , L. “Uncertainty in Calibrating Flood Propagation Models with Flood Boundaries Observed from Synthetic Aperture Radar Imagery” . Proceedings of the 20th congress of the ISPRS . July 12–23 , Istanbul, Turkey. CD ROM
  • Schumann , G. , Henry , J.B. , Hoffmann , L. , Pfister , L. , Pappenberger , F. and Matgen , P. “Demonstrating the High Potential of Remote Sensing in Hydraulic Modelling and Flood Risk Management” . Proceedings of the Annual Conference of the Remote Sensing and Photogrammetry Society with the NERC Earth Observation Conference . September 6–9 , Portsmouth, UK. CD ROM
  • Pappenberger , F. , Beven , K. , Horritt , M. and Blazkova , S. 2005 . “Uncertainty in the Calibration of Effective Roughness Parameters in HEC‐RAS Using Inundation and Downstream Level Observations” . Journal of Hydrology , 302 : 46 – 69 .
  • Pappenberger , F. , Matgen , P. , Beven , K. , Henry , J.B. , Pfister , L. and De Fraipont , P. 2006 . “Influence of Uncertain Boundary Conditions and Model Structure on Flood Inundation Predictions” . Advances in Water Resources , 29 : 1430 – 1449 .
  • Oberstadler , R. , Hönsch , H. and Hura , D. 1997 . “Assessment of the Mapping Capabilities of ERS‐1 SAR Data for Flood Mapping: A Case Study in Germany” . Hydrological Processes , 10 (11) : 1415 – 1425 .
  • Beven , K. and Binley , A. 1992 . “The Future of Distributed Models: Model Calibration and Uncertainty Prediction” . Hydrological Processes , 6 : 279 – 298 .
  • Aronica , G. , Hankin , B. and Beven , K. 1998 . “Uncertainty and Equiflnality in Calibrating Distributed Roughness Coefficients in a Flood Propagation Model with Limited Data” . Advances in Water Resources , 22 (4) : 349 – 365 .
  • Beven , K.J. 2006 . “A Manifesto for the Equifinality Thesis” . Journal of Hydrology , 320 (1–2) : 18 – 36 .
  • Wagener , T. , McIntyre , N. , Lees , M.J. , Wheater , H.S. and Gupta , H.V. 2003 . “Towards Reduced Uncertainty in Conceptual Rainfall‐Runoff Modelling: Dynamic Identifiability Analysis” . Hydrological Processes , 17 : 455 – 476 .
  • Schumann , G. , Hostache , R. , Puech , C. , Hoffmann , L. , Matgen , P. , Pappenberger , F. and Pfister , L. 2007b . “Deriving Distributed Roughness Values from Satellite Radar Data for Flood Inundation Modelling” . Journal of Hydrology , 344 : 96 – 111 .
  • United States Army Corps of Engineers (USACE) . 2002 . “ Theoretical basis for one‐dimensional flow calculations ” . In Hydraulic Reference Manual. Version 3.1 , Edited by: USACE . 2.1 – 2.38 . Davis, CA : USACE .
  • Beven , K. and Freer , J. 2001 . “Equifinality, Data Assimilation, and Uncertainty Estimation in Mechanistic Modelling of Complex Environmental Systems Using the GLUE Methodology” . Journal of Hydrology , 249 : 11 – 29 .
  • Henry , J.B. , Chastanet , P. , Fellah , K. and Desnos , Y.L. 2006 . “ENVISAT Multi‐Polarised ASAR Data for Flood Mapping” . Internationaljournal of Remote Sensing , 27 (10) : 1921 – 1929 .
  • Deshmukh , K.S. and Shinde , G.N. 2005 . ‘An Adaptive Color Image Segmentation” . Electronic Letters on Computer Vision and Image Analysis , 5 (4) : 12 – 23 .
  • Horritt , M.S. , Mason , D.C. and Luckman , A.J. 2001 . “Flood Boundary Delineation from Synthetic Aperture Radar Imagery Using a Statistical Active Contour Model” . International Journal of Remote Sensing , 22 (13) : 2489 – 2507 .
  • Schumann , G. , Matgen , P. , Cutler , M.E.J. , Black , A. , Hoffmann , L. and Pfister , L. in press . “Comparison of Remotely Sensed Water Stages from Li‐DAR, Topographic Contours and SRTM” . Journal of Photogrammetry and Remote Sensing ,
  • Pappenberger , F. , Beven , K. , Horritt , M. and Bates , P. “Comparison of the uncertainty in ISIS and HEC‐RAS within the Generalised Likelihood Uncertainty Estimation framework conditioned on historical data” . Proceedings of the EGS 27th General Assembly . April 21–26 , Nice, France.
  • Freer , J.E. , McMillan , H. , McDonnell , J.J. and Beven , K.J. 2004 . “Constraining Dynamic TOPMODEL Responses for Imprecise Water Table Information Using Fuzzy Rule Based Performance Measures” . Journal of Hydrology , 291 : 254 – 277 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.