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We provided a new dataset for deep learning of surface water features on Sentinel-2 satellite images. This dataset contains 95 scenes that are globally distributed. The related source code can be found at: https://github.com/xinluo2018/WatNet. And the full paper can be found at: https://doi.org/10.1016/j.jag.2021.102472.
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