Skip to content

Public dataset for "Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data"

License

Notifications You must be signed in to change notification settings

kdmayer/data_for_building_efficiency_study

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

10 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Please note that due to Google's licensing terms, we cannot provide you with the street view and aerial images. However, following the dataset creation process outlined in section 3.2 and 3.3, you can easily download them yourself from Google's Cloud Platform.

Please cite this work when using the data or its derivatives:

@article{Mayer2022,
title = {Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data},
journal = {Applied Energy},
volume = {333},
pages = {120542},
year = {2023},
issn = {0306-2619},
doi = {https://doi.org/10.1016/j.apenergy.2022.120542},
url = {https://www.sciencedirect.com/science/article/pii/S0306261922017998},
author = {Kevin Mayer and Lukas Haas and Tianyuan Huang and Juan Bernabé-Moreno and Ram Rajagopal and Martin Fischer},
keywords = {Building energy efficiency, Decarbonization, Retrofitting, Remote sensing, End-to-end deep learning, Ablation study}
}

Releases

No releases published

Packages

No packages published