Tools for mapping multi-scale settlement patterns of building footprints: An introduction to the R package foot

Continental-scale mapping and analysis of 3D building structure

(2020) Mengmeng Li et al.   REMOTE SENSING OF ENVIRONMENT

A rasterized building footprint dataset for the United States

(2020) Mehdi P. Heris et al.   Scientific Data

Using GIS and Machine Learning to Classify Residential Status of Urban Buildings in Low and Middle Income Settings

(2020) Christopher T. Lloyd et al.   Remote Sensing

A graph convolutional neural network for classification of building patterns using spatial vector data

(2019) Xiongfeng Yan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automatic Building Footprint Extraction from Multi-Resolution Remote Sensing Images Using a Hybrid FCN

(2019) Philipp Schuegraf et al.   ISPRS International Journal of Geo-Information

A scalable method for estimating rooftop solar irradiation potential over large regions

(2018) René Buffat et al.   APPLIED ENERGY

Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States

(2018) Hsiuhan Lexie Yang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Predicting residential structures from open source remotely enumerated data using machine learning

(2018) Hugh J. W. Sturrock et al.   PLoS One

Mapping Long-Term Dynamics of Population and Dwellings Based on a Multi-Temporal Analysis of Urban Morphologies

(2018) Robert Hecht et al.   ISPRS International Journal of Geo-Information