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The accuracy of flood hazard maps depends on the availability of distributed observations of inundation outlines. Unfortunately, the acquisition of aerial photographs or satellite images is costly and in addition, their temporal resolution is strongly limited by weather conditions. Remote sensing based on unmanned aerial vehicles (UAV) is becoming increasingly popular due its flexibility and quickly decreasing costs. In particular, UAV can provide precise up to date georeferenced information about the location of a river shorelines, channel geometry, and vegetation. This information is particularly useful for the calibration and validation of distributed flood routing models. The application of cheap, well georeferenced UAV images of river shorelines is an unprecedented source of distributed observations. The aim of this article is to present a procedure for the updating of boundary conditions of the hydrodynamic model, based on UAV\u2010born data. The approach proposed is also a very effective means of on\u2010line updating of flood risk maps and their verification.<\/jats:p>","DOI":"10.1111\/jfr3.12622","type":"journal-article","created":{"date-parts":[[2020,5,27]],"date-time":"2020-05-27T08:24:24Z","timestamp":1590567864000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":60,"title":["The use of unmanned aerial vehicles in flood hazard assessment"],"prefix":"10.1111","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7226-7412","authenticated-orcid":false,"given":"Emilia","family":"Karamuz","sequence":"first","affiliation":[{"name":"Institute of Geophysics Polish Academy of Sciences  Warsaw Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Renata J.","family":"Romanowicz","sequence":"additional","affiliation":[{"name":"Institute of Geophysics Polish Academy of Sciences  Warsaw Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joanna","family":"Doroszkiewicz","sequence":"additional","affiliation":[{"name":"Institute of Geophysics Polish Academy of Sciences  Warsaw Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2020,5,27]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-53260-2.10015-8"},{"key":"e_1_2_8_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2016.12.002"},{"key":"e_1_2_8_4_1","first-page":"1803.01164","article-title":"The history began from AlexNet: A comprehensive survey on deep learning approaches","author":"Alom M. 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