{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,19]],"date-time":"2026-10-19T03:24:14Z","timestamp":1792380254587,"version":"4.4.0"},"reference-count":33,"publisher":"Elsevier BV","issue":"3-4","license":[{"start":{"date-parts":[[2009,4,1]],"date-time":"2009-04-01T00:00:00Z","timestamp":1238544000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2009,4,1]],"date-time":"2009-04-01T00:00:00Z","timestamp":1238544000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2009,4,1]],"date-time":"2009-04-01T00:00:00Z","timestamp":1238544000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2009,4,1]],"date-time":"2009-04-01T00:00:00Z","timestamp":1238544000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2009,4,1]],"date-time":"2009-04-01T00:00:00Z","timestamp":1238544000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2009,4,1]],"date-time":"2009-04-01T00:00:00Z","timestamp":1238544000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2009,4,1]],"date-time":"2009-04-01T00:00:00Z","timestamp":1238544000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Hydrology"],"published-print":{"date-parts":[[2009,4]]},"DOI":"10.1016\/j.jhydrol.2009.01.020","type":"journal-article","created":{"date-parts":[[2009,1,29]],"date-time":"2009-01-29T04:25:19Z","timestamp":1233203119000},"page":"276-282","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":154,"title":["A technique for the calibration of hydraulic models using uncertain satellite observations of flood extent"],"prefix":"10.1016","volume":"367","author":[{"given":"Giuliano","family":"Di Baldassarre","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guy","family":"Schumann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paul D.","family":"Bates","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"4","key":"10.1016\/j.jhydrol.2009.01.020_bib1","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1016\/S0309-1708(98)00017-7","article-title":"Uncertainty and equifinality in calibrating distributed roughness coefficients in a flood propagation model with limited data","volume":"22","author":"Aronica","year":"1998","journal-title":"Advances in Water Resources"},{"issue":"10","key":"10.1016\/j.jhydrol.2009.01.020_bib2","doi-asserted-by":"crossref","first-page":"2001","DOI":"10.1002\/hyp.398","article-title":"Assessing the uncertainty in distributed model predictions using observed binary pattern information within GLUE","volume":"16","author":"Aronica","year":"2002","journal-title":"Hydrological Processes"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib3","doi-asserted-by":"crossref","first-page":"2593","DOI":"10.1002\/hyp.5649","article-title":"Remote sensing and flood inundation modelling","volume":"18","author":"Bates","year":"2004","journal-title":"Hydrological Processes"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib4","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1016\/S0022-1694(00)00278-X","article-title":"A simple raster based model for flood inundation simulation","volume":"236","author":"Bates","year":"2000","journal-title":"Journal of Hydrology"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib5","doi-asserted-by":"crossref","first-page":"3347","DOI":"10.1002\/hyp.1499","article-title":"Bayesian updating of flood inundation likelihoods conditioned on flood extent data","volume":"18","author":"Bates","year":"2004","journal-title":"Hydrological Processes"},{"issue":"1\u20132","key":"10.1016\/j.jhydrol.2009.01.020_bib6","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1016\/j.jhydrol.2005.12.028","article-title":"Reach scale floodplain inundation dynamics observed using airborne synthetic aperture radar imagery: data analysis and modelling","volume":"328","author":"Bates","year":"2006","journal-title":"Journal of Hydrology"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib7","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.jhydrol.2005.07.007","article-title":"A manifesto for the equifinality thesis","volume":"320","author":"Beven","year":"2006","journal-title":"Journal of Hydrology"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib8","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1002\/hyp.3360060305","article-title":"The future of distributed models: model calibration and uncertainty prediction","volume":"6","author":"Beven","year":"1992","journal-title":"Hydrological Processes"},{"issue":"2","key":"10.1016\/j.jhydrol.2009.01.020_bib9","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1061\/(ASCE)0733-9429(2009)135:2(96)","article-title":"Optimal cross-section spacing in Preissmann scheme 1D hydrodynamic models","volume":"135","author":"Castellarin","year":"2009","journal-title":"ASCE Journal of Hydraulic Engineering"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib10","series-title":"Open-Channel Hydraulics","author":"Chow","year":"1959"},{"issue":"2","key":"10.1016\/j.jhydrol.2009.01.020_bib11","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/S0924-2716(01)00039-9","article-title":"Image processing of airborne scanning laser altimetry data for improved river flood modeling","volume":"56","author":"Cobby","year":"2001","journal-title":"ISPRS Journal of Photogrammetry and Remote Sensing"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib12","series-title":"Practical Aspects of Computational River Hydraulics","author":"Cunge","year":"1980"},{"issue":"4","key":"10.1016\/j.jhydrol.2009.01.020_bib13","first-page":"12","article-title":"An adaptive color image segmentation","volume":"5","author":"Deshmukh","year":"2005","journal-title":"Electronic Letters on Computer Vision and Image Analysis"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib14","doi-asserted-by":"crossref","unstructured":"Di Baldassarre, G., Schumann, G., Bates, P.D., 2009. Near real time satellite imagery to support and verify timely flood modelling. Hydrological Processes, doi:10.1002\/hyp.7229.","DOI":"10.1002\/hyp.7229"},{"issue":"2","key":"10.1016\/j.jhydrol.2009.01.020_bib15","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1061\/(ASCE)0733-9429(2005)131:2(117)","article-title":"Distributed sensitivity analysis of flood inundation model calibration","volume":"131","author":"Hall","year":"2005","journal-title":"ASCE Journal of Hydraulic Engineering"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib16","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1016\/j.jhydrol.2005.10.027","article-title":"A methodology for the validation of uncertain flood inundation models","volume":"326","author":"Horritt","year":"2006","journal-title":"Journal of Hydrology"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib17","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1016\/S0022-1694(01)00490-5","article-title":"Effects of spatial resolution on a raster based model of flood flow","volume":"253","author":"Horritt","year":"2001","journal-title":"Journal of Hydrology"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib18","doi-asserted-by":"crossref","first-page":"2489","DOI":"10.1080\/01431160116902","article-title":"Flood boundary delineation from synthetic aperture radar imagery using a statistical active contour model","volume":"22","author":"Horritt","year":"2001","journal-title":"International Journal of Remote Sensing"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib19","doi-asserted-by":"crossref","first-page":"2745","DOI":"10.1002\/hyp.6486","article-title":"Comparing the performance of 2-D finite element and finite volume models of floodplain inundation using airborne SAR imagery","volume":"21","author":"Horritt","year":"2007","journal-title":"Hydrological Processes"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib20","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1016\/0034-4257(81)90033-X","article-title":"Texture transforms of remote sensing data","volume":"11","author":"Irons","year":"1981","journal-title":"Remote Sensing of Environment"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib21","doi-asserted-by":"crossref","unstructured":"Ivins, J., Porrill, J., 1994. Statistical snakes: active region models. In: Proceedings of the 5th British Machine Vision Conference, September 1994, vol. 2. University of York, BMVA Press, York, UK, pp. 377\u2013386.","DOI":"10.5244\/C.8.37"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib22","doi-asserted-by":"crossref","unstructured":"Kokare, M., Chatterji, B.N., Biswas, P.K., 2003. Comparison of similarity metrics for texture image retrieval. In: Proceedings of the IEEE 10th Conference on Convergent Technologies for Asia-Pacific Region, October 2003, vol. 2. IEEE, Bangalore, India, pp. 571\u2013575.","DOI":"10.1109\/TENCON.2003.1273228"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib23","doi-asserted-by":"crossref","first-page":"1415","DOI":"10.1002\/(SICI)1099-1085(199708)11:10<1415::AID-HYP532>3.0.CO;2-2","article-title":"Assessment of the mapping capabilities of ERS-1 SAR data for flood mapping: a case study in Germany","volume":"10","author":"Oberstadler","year":"1997","journal-title":"Hydrological Processes"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib24","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1109\/TSMC.1979.4310076","article-title":"A threshold selection method from gray-level histograms","volume":"9","author":"Otsu","year":"1979","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib25","doi-asserted-by":"crossref","first-page":"1277","DOI":"10.1016\/0031-3203(93)90135-J","article-title":"A review on image segmentation techniques","volume":"26","author":"Pal","year":"1993","journal-title":"Pattern Recognition"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib26","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.jhydrol.2004.06.036","article-title":"Uncertainty in the calibration of effective roughness parameters in HEC-RAS using inundation and downstream level observations","volume":"302","author":"Pappenberger","year":"2005","journal-title":"Journal of Hydrology"},{"issue":"2","key":"10.1016\/j.jhydrol.2009.01.020_bib27","doi-asserted-by":"crossref","first-page":"739","DOI":"10.5194\/hess-11-739-2007","article-title":"Fuzzy set approach to calibrating distributed flood inundation models using remote sensing observations","volume":"11","author":"Pappenberger","year":"2007","journal-title":"Hydrology and Earth System Sciences"},{"issue":"2","key":"10.1016\/j.jhydrol.2009.01.020_bib28","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1080\/02626669809492117","article-title":"Dynamic real-time prediction of flood inundation probabilities","volume":"43","author":"Romanowicz","year":"1998","journal-title":"Hydrological Sciences Journal"},{"issue":"3","key":"10.1016\/j.jhydrol.2009.01.020_bib29","doi-asserted-by":"crossref","first-page":"1073","DOI":"10.1029\/2001WR001056","article-title":"Estimation of flood inundation probabilities as conditioned on event inundation maps","volume":"39","author":"Romanowicz","year":"2003","journal-title":"Water Resources Research"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib31","doi-asserted-by":"crossref","first-page":"3395","DOI":"10.1080\/01431169208904130","article-title":"Texture classification in aerial photographs and satellite data","volume":"13","author":"Sali","year":"1992","journal-title":"International Journal of Remote Sensing"},{"issue":"6","key":"10.1016\/j.jhydrol.2009.01.020_bib32","doi-asserted-by":"crossref","first-page":"1715","DOI":"10.1109\/TGRS.2006.888103","article-title":"High-resolution 3D flood information from radar imagery for flood hazard management","volume":"45","author":"Schumann","year":"2007","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"10.1016\/j.jhydrol.2009.01.020_bib33","unstructured":"Schumann, G., Di Baldassarre, G., Bates, P.D., 2009. The utility of space-borne radar to render maps of observed possibility of inundation. IEEE Transactions on Geoscience and Remote Sensing, in press."},{"key":"10.1016\/j.jhydrol.2009.01.020_bib34","doi-asserted-by":"crossref","first-page":"2043","DOI":"10.1080\/01431169608948758","article-title":"Speckle reduction and segmentation of synthetic aperture radar images","volume":"17","author":"Smith","year":"1996","journal-title":"International Journal of Remote Sensing"}],"container-title":["Journal of Hydrology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0022169409000419?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0022169409000419?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T14:13:32Z","timestamp":1758291212000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0022169409000419"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,4]]},"references-count":33,"journal-issue":{"issue":"3-4","published-print":{"date-parts":[[2009,4]]}},"alternative-id":["S0022169409000419"],"URL":"https:\/\/doi.org\/10.1016\/j.jhydrol.2009.01.020","relation":{},"ISSN":["0022-1694"],"issn-type":[{"value":"0022-1694","type":"print"}],"subject":[],"published":{"date-parts":[[2009,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A technique for the calibration of hydraulic models using uncertain satellite observations of flood extent","name":"articletitle","label":"Article Title"},{"value":"Journal of Hydrology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jhydrol.2009.01.020","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Copyright \u00a9 2009 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}]}}