Development and Evaluation of Ensemble Learning-based Environmental Methane Detection and Intensity Prediction Models

• Main Authors: Reek Majumder (Author), Jacquan Pollard (Author), M Sabbir Salek (Author), David Werth (Author), Gurcan Comert (Author), Adrian Gale (Author), Sakib Mahmud Khan (Author), Samuel Darko (Author), Mashrur Chowdhury (Author)
• Format: Book
• Published: SAGE Publishing, 2024-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The environmental impacts of global warming driven by methane (CH 4 ) emissions have catalyzed significant research initiatives in developing novel technologies that enable proactive and rapid detection of CH 4 . Several data-driven machine learning (ML) models were tested to determine how well they...