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 Proxy data of surface water floods in rural areas: application to the evaluation of the IRIP intense runoff mapping method based on rainfall radar, satellite remote sensing and machine learning techniques Pascal Breil ab81a43b95514d630444f86db486080a inrae.fr pascal-breil-inrae 746086 10047-746086 https://orcid.org/0000-0003-0691-608X https://www.idref.fr/112267181 Arnaud Cerbelaud 1acd4d7734c1b4b5dd8b074aaf76affd onera.fr 1107286 2189109-1107286 Gwendoline Blanchet 1fc82131068f41893214f1619c94183b cnes.fr 1124795 197319-1124795 Xavier Briottet 33b0c0647611b6276551b42991656ca9 onera.fr 1249259 536588-1249259 https://orcid.org/0000-0002-1229-7396 https://www.idref.fr/056753470 https://viaf.org/viaf/27196569 http://isni.org/isni/0000000061559837 Laure Roupioz f3e430b12938058353d6d8cce450a597 onera.fr lroupioz 1180486 1028647-1180486 https://orcid.org/0000-0002-9988-3071 https://scholar.google.fr/citations?user=2T6PJskAAAAJ https://www.idref.fr/193168472 Pascal Breil ab81a43b95514d630444f86db486080a inrae.fr 2022-10-02 16:39:28 2026-02-23 12:04:52 2022-11-07 04:10:55 2022-05 2022-10-02 Scientists contributor Pascal Breil ab81a43b95514d630444f86db486080a inrae.fr CCSD hal-03793929 https://hal.inrae.fr/hal-03793929 breil:hal-03793929 <i>Living Planet Symposium 2022 ESA</i>, May 2022, Bonn, Germany Living Planet Symposium 2022 ESA, May 2022, Bonn, Germany HAL Authorization Sciences De l'Environnement ONERA - Office National d'Études et de Recherches Aérospatiales CNES - Centre national d'études spatiales GIP Bretagne Environnement ONERA Midi-Pyrénées Institut National de Recherche en Agriculture, Alimentation et Environnement INRAE-AQUA RIVERLY Réseau télédétection INRAE Réseau "Systèmes Agricoles et Eau" DOTA ONERA Climatologie urbaine International No No Yes No Proxy data of surface water floods in rural areas: application to the evaluation of the IRIP intense runoff mapping method based on rainfall radar, satellite remote sensing and machine learning techniques Pascal Breil ab81a43b95514d630444f86db486080a inrae.fr pascal-breil-inrae 746086 10047-746086 https://orcid.org/0000-0003-0691-608X https://www.idref.fr/112267181 Arnaud Cerbelaud 1acd4d7734c1b4b5dd8b074aaf76affd onera.fr 1107286 2189109-1107286 Gwendoline Blanchet 1fc82131068f41893214f1619c94183b cnes.fr 1124795 197319-1124795 Xavier Briottet 33b0c0647611b6276551b42991656ca9 onera.fr 1249259 536588-1249259 https://orcid.org/0000-0002-1229-7396 https://www.idref.fr/056753470 https://viaf.org/viaf/27196569 http://isni.org/isni/0000000061559837 Laure Roupioz f3e430b12938058353d6d8cce450a597 onera.fr lroupioz 1180486 1028647-1180486 https://orcid.org/0000-0002-9988-3071 https://scholar.google.fr/citations?user=2T6PJskAAAAJ https://www.idref.fr/193168472 Living Planet Symposium 2022 ESA 2022-05 Bonn Germany English Environmental Sciences Conference poster Conference poster Conference poster

Materials and Methods The IRIP© hydrological geomatics mapping model, or "Indicator of Intense Pluvial Runoff", is confronted with past extreme events for which rainfall radar measurements were acquired and damage maps were derived from multispectral bi-temporal satellite imagery (Sentinel-1 and 2) and machine learning (ML) supervised classification algorithms. Results Study areas Six watersheds in the Aude and Alpes-Maritimes departments in the South of France are investigated over more than 2.000 km 2 of rural and periurban areas during three flash-flood events (2018-2020).

 257595988 201822687L RiverLy - Fonctionnement des hydrosystèmes RiverLy 2020-01-01
5 rue de la Doua - CS 20244 F-69625 Villeurbanne cedex
http://www.irstea.fr DOTA, ONERA, Université de Toulouse [Toulouse] 2018-03-19
31000 Toulouse
http://www.onera.fr Centre National d'Études Spatiales [Toulouse] CNES
18 avenue Edouard Belin 31401 Toulouse
https://ror.org/003vg9w96 Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement INRAE 2020-01-01
https://ror.org/005y2ap84 ONERA
Office National d’Études et de Recherches Aéronautiques29, avenue de la Division Leclerc - BP 72 - 92322 CHATILLON CEDEX
https://www.onera.fr/fr https://ror.org/017tgbk05 Communauté d'universités et établissements de Toulouse Comue de Toulouse
41 Allée Jules Guesde, 31000 Toulouse
https://www.univ-toulouse.fr/