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This work partially funded by Michigan Space Grant Consortium, NASA grant #NNX15AJ20H (subgrant awarded to A.J. Mathews). The Lucia Harrison Endowment Fund (Department of Geography, Environment, and Tourism, Western Michigan University) provided additional support to A.J. Mathews. The research carried out at the JPL (S.V. Nghiem), California Institute of Technology, was supported by the NASA Land Cover and Land Use Change (LCLUC) Program and in part by the NASA Earth Science R&A Program. The authors thank Claire Gilbert, Greg Neumann, Amy Frazier, Yun Zhao, Gustavo Ovando‐Montejo, K. Colton Flynn, and Emily Ellis for help with data processing and analysis. The authors also thank the Army Geospatial Center for providing some of the lidar data highlighted in this chapter.