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Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US

Paper DOI Code DOI

This repository contains code required to recreate manuscript and supplemental figures for the knowledge-guided machine learning manuscript using ReaLSAT data from 103,930 waterbodies. Before running scripts in this repo, data must be downloaded from Zenodo (https://doi.org/10.5281/zenodo.7963296)

Links

http://umnlcc.cs.umn.edu/realsat/

http://umnlcc.cs.umn.edu/realsat/data/ReaLSAT.html