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Decadal monitoring of the Niger Inner Delta flood dynamics using MODIS optical data

Ogilvie, Andrew ; Belaud, Gilles ; Delenne, Carole ; Bailly, Jean-Stéphane ; Bader, Jean-Claude ; Oleksiak, Aurélie ; Ferry, Luc ; Martin, Didier

Journal of Hydrology, April 2015, Vol.523, pp.368-383 [Peer Reviewed Journal]

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  • Title:
    Decadal monitoring of the Niger Inner Delta flood dynamics using MODIS optical data
  • Author: Ogilvie, Andrew ; Belaud, Gilles ; Delenne, Carole ; Bailly, Jean-Stéphane ; Bader, Jean-Claude ; Oleksiak, Aurélie ; Ferry, Luc ; Martin, Didier
  • Description: Wetlands provide a vital resource to ecosystem services and associated rural livelihoods but their extent, geomorphological heterogeneity and flat topography make the representation of their hydrological functioning complex. A semi automated method exploiting 526 MODIS (Moderate Resolution Imaging Spectroradiometer) 8-day 500 m resolution images was developed to study the spatial and temporal dynamics of the annual flood across the Niger Inner Delta over the period 2000–2011. A composite band ratio index exploiting the Modified Normalised Difference Water Index (MNDWI) and Normalised Difference Moisture Index (NDMI) with fixed thresholds provided the most accurate detection of flooded areas out of six commonly used band ratio indices. K-means classified Landsat images were used to calibrate the thresholds. Estimated flooded surface areas were evaluated against additional classified Landsat images, previous studies and field stage data for a range of hydrological units: river stretches, lakes, floodplains and irrigated areas. This method illustrated how large amounts of MODIS images may be exploited to monitor flood dynamics with adequate spatial and temporal resolution and good accuracy, except during the flood rise due to cloud presence. Previous correlations between flow levels and flooded areas were refined to account for the hysteresis as the flood recedes and for the varying amplitude of the flood. Peak flooded areas varied between 10 300 km and 20 000 km , resulting in evaporation losses ranging between 12 km and 21 km . Direct precipitation assessed over flooded areas refined the wetland’s water balance and infiltration estimates. The knowledge gained on the timing, duration and extent of the flood across the wetland and in lakes, floodplains and irrigated plots may assist farmers in agricultural water management. Furthermore insights provided on the wetland’s flood dynamics may be used to develop and calibrate a hydraulic model of the flood in the Niger Inner Delta.
  • Is Part Of: Journal of Hydrology, April 2015, Vol.523, pp.368-383
  • Identifier: ISSN: 0022-1694 ; E-ISSN: 1879-2707 ; DOI: 10.1016/j.jhydrol.2015.01.036
  • Subjects: Remote Sensing ; Wetland ; Modis ; Flood Dynamics ; Niger Inner Delta ; Water Balance ; Geography
  • Language: English

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