Water Mapping with SAR and Optical Data Cube
ieee asia pacific conference on synthetic aperture radar（2019）
Abstract
We present a study to use Sentinel-1 data to map open water in Australia, with a goal to develop a method that can eventually be applied automatically across the continent. The Digital Earth Australia platform and its optical based water classification product are used to train and validate our model. We present test results of this supervised model in multiple sites with different land cover properties and discuss future improvements.
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Key words
surface water extent,supervised learning,synthetic aperture radar,Sentinel-1
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