IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2019 · 40 citations · 38 references
Natural ResourcesEarth SciencesHydrologyHydrometeorologyRemote SensingWater Resources EngineeringHydrometeorological Observation SystemsRainfall MeasurementSatellite HydrometeorologySurface Water HydrologySurface Water ModelingWater Resource MonitoringBackscatteringRadar Estimation Of PrecipitationRemote Sensing In HydrologySatellite Rainfall RetrievalSatellite-based Hydrologic ModelingSoil Type DependenceSurface Water MassesWind
Small water bodies play a pivotal role in Sahel, as a critical source of water for livestock and people, and providers of important ecosystems services. Monitoring, modeling, and better understanding their hydrological behavior is, therefore, a key issue. The future Surface Water and Ocean Topography (SWOT) satellite mission will bring a resolution and spatial coverage breakthrough, allowing the estimation of water levels and volumes in small water bodies worldwide. This paper assesses the potential of SWOT for monitoring water volumes in Sahelian ponds and lakes. This is done by analyzing SWOT-like synthetic data produced using a SWOT simulator developed by NASA-JPL. For the Agoufou lake, water levels were retrieved with an accuracy better than 4 cm, while slightly worse results were obtained for the Zalam-Zalam lake, that has a more elongated shape. In addition, data from the global precipitation mission dual-frequency precipitation radar have been also employed to investigate the backscattering coefficient variability in the same radar frequency band (Ka-band) as SWOT. We have found that, in the study region, the contrast between water and land, dependent on soil type, soil moisture, and wind conditions, is sometime quite small which can be challenging for water masks estimation. Overall, the first application of the SWOT simulator over the Sahel has shown the good potential of SWOT for monitoring the seasonal variability of water levels and volumes in this region.
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High-resolution mapping of global surface water and its long-term changes
Jean‐François Pekel, Andrew Cottam, Noel Gorelick et al. · Nature · 2016 · 5.1K citations
Christian Schwatke, Denise Dettmering, Wolfgang Bösch et al. · Hydrology and earth system sciences · 2015 · 508 citations · Full text