Abstract
The future Surface Water and Ocean Topography (SWOT) satellite mission will provide images of surface water topography for inland water bodies and oceans. Over land, water surface elevation will be retrieved at 10 cm accuracy for water bodies with areas > 250 m x 250 m and rivers with widths > 100 m, when averaging over 1 km2. Studies have shown that the Ka-band used by SWOTs main payload can be affected by aquatic and emergent riparian vegetation, which in turn could influence SWOT capacity to correctly observe water extent. The current study investigates effects of aquatic and emergent riparian vegetation on SWOT water extent and water surface elevation (WSE) detection capabilities through the use of NASA/JPLs SWOT simulator (HR). Data from the AirSWOT airborne campaign over Mamawi Lake (163 km2) in the Peace-Athabasca Delta (PAD; Alberta, Canada), are used to establish a land cover classification and backscattering values for simulation inputs. Simulation results have shown that aquatic vegetation has a negligible effect on the SWOT signal. Yet, simulations showed that water extent misclassification can occur for water with emergent riparian vegetation in the specific case of wetlands surrounding lakes (i.e., small differences in backscattering values between surrounding land and water with emergent riparian vegetation). Simulations featuring the smallest difference between emergent riparian vegetation and land (1.3 dB) showed a 32% to 35% lake extent reduction from true extent. As expected, this study reveals that estimating water extent from SWOT in very wet environments with emergent vegetation can be challenging.
Highlights
For the last few decades, many technological advances have been made to help close regional water balances around the globe
The Surface Water and Ocean Topography (SWOT) mission is being developed by the National and Space Administration (NASA) of the United States, the Centre National d’Etudes Spatiales (CNES, the French space agency), the Agence Spatiale Canadienne/Canadian Space Agency (ASC/CSA), and United Kingdom Space Agency (UKSA)
This study has focused upon the affects of aquatic and emergent riparian vegetation on SWOT level 1 products
Summary
For the last few decades, many technological advances have been made to help close regional water balances around the globe. The use of traditional/existing nadir radar altimeters have enabled remotely sensed observations of water surface elevations (WSE) over poorly gauged regions and have helped complement in situ gauge networks [3]. The main limitations of such instruments are their coarse time sampling and spatial coverage. To overcome the latter, the Surface Water and Ocean Topography (SWOT) mission is being developed by the National and Space Administration (NASA) of the United States, the Centre National d’Etudes Spatiales (CNES, the French space agency), the Agence Spatiale Canadienne/Canadian Space Agency (ASC/CSA), and United Kingdom Space Agency (UKSA)
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