Title :
Multitemporal Wetland Monitoring in Sub-Saharan West-Africa Using Medium Resolution Optical Satellite Data
Author :
Moser, Linda ; Voigt, Stefan ; Schoepfer, Elisabeth ; Palmer, Stephanie
Author_Institution :
German Aerosp. Center (DLR), German Remote Sensing Data Center (DFD), Wessling, Germany
Abstract :
Surface water is a critical resource in semiarid West-African regions that are frequently exposed to droughts. Natural and artificial wetlands are of high importance for different livelihoods, particularly during the dry season, from October/November until May. However, wetlands largely go unmonitored. In this work, remote sensing is used to monitor wetlands in semiarid Burkina Faso over large areal extents along a gradient of different rainfall and land use characteristics. Time series of data from the Moderate Resolution Imaging Spectrometer (MODIS) from 2000 to 2012 is used for near-infrared (NIR)-based water monitoring using a latitudinal threshold gradient approach. The occurrence of 21 new water bodies with a size larger than 0.5 km2 over the 13-year analysis period results from a postclassification change detection. Yearly cumulative spatiotemporal analysis shows lower water extents in the drought seasons of 2000-2001, 2004-2005, and 2011-2012. Multiple wetlands indicate a positive trend toward a larger yearly maximum area, but a negative trend toward shorter flooding duration. Such a negative trend is observed particularly for natural wetlands. The temporal behavior of five selected case studies demonstrates that monthly negative anomalies of watercovered areas coincide with the occurrence of drought seasons. The successful application of remote sensing time series as a tool to monitor wetlands in semiarid regions is presented, and the potential of novel early warning indicators of drought from remote sensing is demonstrated.
Keywords :
lakes; land use; rain; remote sensing; AD 2000 to 2012; MODIS; Medium Resolution Optical Satellite Data; Moderate Resolution Imaging Spectrometer; Sub-Saharan West-Africa; artificial wetlands; drought warning indicators; dry season; land use characteristics; monthly negative anomalies; multitemporal wetland monitoring; natural wetlands; near-infrared-based water monitoring; postclassification change detection; rainfall gradient; remote sensing; remote sensing time series; semiarid Burkina Faso; semiarid West-African regions; surface water; water-covered areas; Earth; Indexes; MODIS; Monitoring; Remote sensing; Time series analysis; Water resources; Burkina Faso; Moderate Resolution Imaging Spectrometer (MODIS); Sahel; drought indicators; monitoring; surface water; time series; wetlands;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2014.2336875