crossrefRemote Sensing2023-08-11Cited by 9
Prediction of Unpaved Road Conditions Using High-Resolution Optical Satellite Imagery and Machine Learning
Robin Workman, Patrick Wong, Alex Wright, Zhao Wang
Rural roads play a crucial role in fostering economic and social development in Africa. Local Road Authorities (LRAs) struggle to collect road condition data using conventional means due to logistical and resource issues. Poor road conditions and restricted mobility have severe e…