How to compute the Wasserstein Distance between two random 2-D possibility distribution functions?

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I have two 2-D possibility distribution functions, now I need to compute the Wasserstein Distance between them. However, I cannot find any code or functions that can treat 2D PDF, all existing code can only deal with the 1-D curves.

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