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

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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)

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

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

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

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