David Newton

University of Nebraska at Lincoln

Professor

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Scholarly Papers (1)

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Estimating Monthly Building Energy Consumption with Satellite Imagery at Different Zoom Scales

Number of pages: 10 Posted: 19 May 2025
Tian Li, David Newton, Yi Lu, Bingtong Guo and Shubham Saraf
University of Nebraska-Lincoln, University of Nebraska at Lincoln, Carnegie Mellon University, Syracuse University and University of Nebraska at Lincoln
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Abstract:

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Energy Use Intensity (EUI), Satellite Imagery, Deep Learning (CNN + DNN), Building Energy Benchmarking, Machine Learning