Hydraulic Geometry, GIS and Remote Sensing, Techniques against Rainfall-Runoff Models for Estimating Flood Magnitude in Ephemeral Fluvial Systems

This paper shows the combined use of remotely sensed data and hydraulic geometry methods as an alternative to rainfall-runoff models. Hydraulic geometric data and boolean images of water sheets obtained from satellite images after storm events were integrated in a Geographical Information System. Ch...

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Main Authors: Rafael Garcia-Lorenzo, Juan M. Sanchez Tomas, Vicente Caselles-Miralles, Carmelo Conesa-Garcia
Format: Article
Language:English
Published: MDPI AG 2010-11-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/2/11/2607/
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spelling doaj-096fec3fa2f84415ab38017e08a6a5ff2020-11-25T01:35:41ZengMDPI AGRemote Sensing2072-42922010-11-012112607262810.3390/rs2112607Hydraulic Geometry, GIS and Remote Sensing, Techniques against Rainfall-Runoff Models for Estimating Flood Magnitude in Ephemeral Fluvial SystemsRafael Garcia-LorenzoJuan M. Sanchez TomasVicente Caselles-MirallesCarmelo Conesa-GarciaThis paper shows the combined use of remotely sensed data and hydraulic geometry methods as an alternative to rainfall-runoff models. Hydraulic geometric data and boolean images of water sheets obtained from satellite images after storm events were integrated in a Geographical Information System. Channel cross-sections were extracted from a high resolution Digital Terrain Model (DTM) and superimposed on the image cover to estimate the peak flow using HEC-RAS. The proposed methodology has been tested in ephemeral channels (ramblas) on the coastal zone in south-eastern Spain. These fluvial systems constitute an important natural hazard due to their high discharges and sediment loads. In particular, different areas affected by floods during the period 1997 to 2009 were delimited through HEC-GeoRAs from hydraulic geometry data and Landsat images of these floods (Landsat‑TM5 and Landsat-ETM+7). Such an approach has been validated against rainfall-surface runoff models (SCS Dimensionless Unit Hydrograph, SCSD, Témez gamma HU Tγ and the Modified Rational method, MRM) comparing their results with flood hydrographs of the Automatic Hydrologic Information System (AHIS) in several ephemeral channels in the Murcia Region. The results obtained from the method providing a better fit were used to calculate different hydraulic geometry parameters, especially in residual flood areas. http://www.mdpi.com/2072-4292/2/11/2607/rainfall-runoff modelingGeographic Information System (GIS)hydraulic geometryremote sensingflood hazardephemeral channelsSoutheast Spain
collection DOAJ
language English
format Article
sources DOAJ
author Rafael Garcia-Lorenzo
Juan M. Sanchez Tomas
Vicente Caselles-Miralles
Carmelo Conesa-Garcia
spellingShingle Rafael Garcia-Lorenzo
Juan M. Sanchez Tomas
Vicente Caselles-Miralles
Carmelo Conesa-Garcia
Hydraulic Geometry, GIS and Remote Sensing, Techniques against Rainfall-Runoff Models for Estimating Flood Magnitude in Ephemeral Fluvial Systems
Remote Sensing
rainfall-runoff modeling
Geographic Information System (GIS)
hydraulic geometry
remote sensing
flood hazard
ephemeral channels
Southeast Spain
author_facet Rafael Garcia-Lorenzo
Juan M. Sanchez Tomas
Vicente Caselles-Miralles
Carmelo Conesa-Garcia
author_sort Rafael Garcia-Lorenzo
title Hydraulic Geometry, GIS and Remote Sensing, Techniques against Rainfall-Runoff Models for Estimating Flood Magnitude in Ephemeral Fluvial Systems
title_short Hydraulic Geometry, GIS and Remote Sensing, Techniques against Rainfall-Runoff Models for Estimating Flood Magnitude in Ephemeral Fluvial Systems
title_full Hydraulic Geometry, GIS and Remote Sensing, Techniques against Rainfall-Runoff Models for Estimating Flood Magnitude in Ephemeral Fluvial Systems
title_fullStr Hydraulic Geometry, GIS and Remote Sensing, Techniques against Rainfall-Runoff Models for Estimating Flood Magnitude in Ephemeral Fluvial Systems
title_full_unstemmed Hydraulic Geometry, GIS and Remote Sensing, Techniques against Rainfall-Runoff Models for Estimating Flood Magnitude in Ephemeral Fluvial Systems
title_sort hydraulic geometry, gis and remote sensing, techniques against rainfall-runoff models for estimating flood magnitude in ephemeral fluvial systems
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2010-11-01
description This paper shows the combined use of remotely sensed data and hydraulic geometry methods as an alternative to rainfall-runoff models. Hydraulic geometric data and boolean images of water sheets obtained from satellite images after storm events were integrated in a Geographical Information System. Channel cross-sections were extracted from a high resolution Digital Terrain Model (DTM) and superimposed on the image cover to estimate the peak flow using HEC-RAS. The proposed methodology has been tested in ephemeral channels (ramblas) on the coastal zone in south-eastern Spain. These fluvial systems constitute an important natural hazard due to their high discharges and sediment loads. In particular, different areas affected by floods during the period 1997 to 2009 were delimited through HEC-GeoRAs from hydraulic geometry data and Landsat images of these floods (Landsat‑TM5 and Landsat-ETM+7). Such an approach has been validated against rainfall-surface runoff models (SCS Dimensionless Unit Hydrograph, SCSD, Témez gamma HU Tγ and the Modified Rational method, MRM) comparing their results with flood hydrographs of the Automatic Hydrologic Information System (AHIS) in several ephemeral channels in the Murcia Region. The results obtained from the method providing a better fit were used to calculate different hydraulic geometry parameters, especially in residual flood areas.
topic rainfall-runoff modeling
Geographic Information System (GIS)
hydraulic geometry
remote sensing
flood hazard
ephemeral channels
Southeast Spain
url http://www.mdpi.com/2072-4292/2/11/2607/
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