The potential of satellite radar altimetry in flood forecasting: concept and implementation for the Niger-Benue river basin

Flood forecasting in the downstream part of any hydrological basin is extremely difficult due to the lack of basin-wide hydrological information in near real-time and the absence of a data-sharing treaty among the transboundary nations. The accuracy of forecasts emerging from a hydrological mode...

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Main Authors: R. Pandey, G. Amarnath
Format: Article
Language:English
Published: Copernicus Publications 2015-06-01
Series:Proceedings of the International Association of Hydrological Sciences
Online Access:https://www.proc-iahs.net/370/223/2015/piahs-370-223-2015.pdf
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spelling doaj-9984265a926549dfb8bd7715c76d49262020-11-24T23:52:07ZengCopernicus PublicationsProceedings of the International Association of Hydrological Sciences2199-89812199-899X2015-06-0137022322710.5194/piahs-370-223-2015The potential of satellite radar altimetry in flood forecasting: concept and implementation for the Niger-Benue river basinR. Pandey0G. Amarnath1International Water Management Institute (IWMI), Colombo, Sri LankaInternational Water Management Institute (IWMI), Colombo, Sri LankaFlood forecasting in the downstream part of any hydrological basin is extremely difficult due to the lack of basin-wide hydrological information in near real-time and the absence of a data-sharing treaty among the transboundary nations. The accuracy of forecasts emerging from a hydrological model could be compromised without prior knowledge of the day-to-day flow regulation at different locations upstream of the Niger and Benue rivers. Only satellite altimeter monitoring allows us to identify the actual river levels upstream that reflect the human intervention at that location. This is critical for making accurate downstream forecasts. This present study aims to demonstrate the capability of altimeter-based flood forecasting along the Niger-Benue River in Nigeria. The study includes the comparison of decadal (at every 10 days from Jason-2) or monthly (at every 35 days from Envisat/AltiKa) observations from 2002 to 2014, with historical in situ measurements from 1990 to 2012. The water level obtained from these sources shows a good correlation (0.7–0.9). After validation of hydrological parameters obtained from two sources, a quantitative relation (rating curve) of upstream water level and downstream discharge is derived. This relation is then adopted for calculation of discharge at observation points, which is used to propagate the flow downstream at a desired location using a hydraulic river model. Results from this study from Jason-2 shows a promising correlation (<i>R</i><sup>2</sup> ≥ 90% with a Nash-Sutcliffe coefficient of more than 0.70) with 5~days ahead of downstream flow prediction over the Benue stream.https://www.proc-iahs.net/370/223/2015/piahs-370-223-2015.pdf
collection DOAJ
language English
format Article
sources DOAJ
author R. Pandey
G. Amarnath
spellingShingle R. Pandey
G. Amarnath
The potential of satellite radar altimetry in flood forecasting: concept and implementation for the Niger-Benue river basin
Proceedings of the International Association of Hydrological Sciences
author_facet R. Pandey
G. Amarnath
author_sort R. Pandey
title The potential of satellite radar altimetry in flood forecasting: concept and implementation for the Niger-Benue river basin
title_short The potential of satellite radar altimetry in flood forecasting: concept and implementation for the Niger-Benue river basin
title_full The potential of satellite radar altimetry in flood forecasting: concept and implementation for the Niger-Benue river basin
title_fullStr The potential of satellite radar altimetry in flood forecasting: concept and implementation for the Niger-Benue river basin
title_full_unstemmed The potential of satellite radar altimetry in flood forecasting: concept and implementation for the Niger-Benue river basin
title_sort potential of satellite radar altimetry in flood forecasting: concept and implementation for the niger-benue river basin
publisher Copernicus Publications
series Proceedings of the International Association of Hydrological Sciences
issn 2199-8981
2199-899X
publishDate 2015-06-01
description Flood forecasting in the downstream part of any hydrological basin is extremely difficult due to the lack of basin-wide hydrological information in near real-time and the absence of a data-sharing treaty among the transboundary nations. The accuracy of forecasts emerging from a hydrological model could be compromised without prior knowledge of the day-to-day flow regulation at different locations upstream of the Niger and Benue rivers. Only satellite altimeter monitoring allows us to identify the actual river levels upstream that reflect the human intervention at that location. This is critical for making accurate downstream forecasts. This present study aims to demonstrate the capability of altimeter-based flood forecasting along the Niger-Benue River in Nigeria. The study includes the comparison of decadal (at every 10 days from Jason-2) or monthly (at every 35 days from Envisat/AltiKa) observations from 2002 to 2014, with historical in situ measurements from 1990 to 2012. The water level obtained from these sources shows a good correlation (0.7–0.9). After validation of hydrological parameters obtained from two sources, a quantitative relation (rating curve) of upstream water level and downstream discharge is derived. This relation is then adopted for calculation of discharge at observation points, which is used to propagate the flow downstream at a desired location using a hydraulic river model. Results from this study from Jason-2 shows a promising correlation (<i>R</i><sup>2</sup> ≥ 90% with a Nash-Sutcliffe coefficient of more than 0.70) with 5~days ahead of downstream flow prediction over the Benue stream.
url https://www.proc-iahs.net/370/223/2015/piahs-370-223-2015.pdf
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