crossrefRemote Sensing2024-06-11Cited by 4
Harnessing Machine Learning and Data Fusion for Accurate Undocumented Well Identification in Satellite Images
Teeratorn Kadeethum, Christine Downs
This study utilizes satellite data to detect undocumented oil and gas wells, which pose significant environmental concerns, including greenhouse gas emissions. Three key findings emerge from the study. Firstly, the problem of imbalanced data is addressed by recommending oversampl…