Necessary Data to Distinguish Permanent Water from Flood Water

[jamesmcclain]

Thank you for this fine work.

In trying to reproduce the experiments found in your paper, it seemed to me that the data on Google Storage are not sufficient to reproduce all of the results in the paper.

For example, there are results given for the various models on permanent water, flood water, and all water, but I was not able to find the labels necessary to distinguish between permanent water and flood water for the weakly-labeled Sentinel-1 case nor the weakly-labeled Sentinel-2 case (I think that I could have accomplished this by augmenting the dataset with additional labels from JRC, but I am curious if you already have these labels prepared and/or if I have overlooked something).

Similarly, in the case of the model trained on permanent water labels, the methodology to use to separately evaluate flood water and permanent water was not clear to me.

Thanks again.