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Low cost, multiscale and multi-sensor application for flooded areas mapping.

Authors :
Giordan, Daniele
Notti, Davide
Villa, Alfredo
Zucca, Francesco
Calò, Fabiana
Pepe, Antonio
Dutto, Furio
Pari, Paolo
Baldo, Marco
Allasia, Paolo
Source :
Natural Hazards & Earth System Sciences Discussions; 2017, p1-41, 41p
Publication Year :
2017

Abstract

Flood mapping and estimation of maximum water depth are essential elements for a first damages evaluation, civil protection interventions planning and detection of areas where remedial are more needed. In this work, we present and discuss a methodology for mapping and quantifying flood severity over plain areas. The proposed methodology considers a multiscale and multi-sensor approach using free or low-cost data/sensors. We applied this method to November 2016 Piemonte (NW Italy) flood. We first mapped flooded areas at basin scale using free satellite data from low to medium-high resolution using both SAR (Sentinel-1, Cosmo-Skymed) and multispectral sensors (MODIS, Sentinel-2). Using very- and ultra- high-resolution images from the low-cost aerial platform and Remotely Piloted Aerial System, we refined the flooded zone, and we detected the most damaged sector. The presented method considers both urbanized and not urbanized areas. Nadiral images have several limitations in particular in urbanized areas, where the use of terrestrial images solved this limitation. Very- and ultra-high resolution images have been processed with Structure from Motion (SfM) for the realization of 3-D models. These data, combined with available digital elevation model, allowed us to obtain maps of flooded area, maximum water high and damaged infrastructures. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
FLOODS
ENVIRONMENTAL mapping

Details

Language :
English
ISSN :
21959269
Database :
Complementary Index
Journal :
Natural Hazards & Earth System Sciences Discussions
Publication Type :
Academic Journal
Accession number :
127125433
Full Text :
https://doi.org/10.5194/nhess-2017-420