Review
Open access
Aug 2026
Sensor Fusion and Machine Learning for Real-world Emissions Monitoring and Climate-related Environmental Assessment in the United States: A Critical Review
Priorities identified include standardised blind evaluation for ambient sensing, detection-probability-aware fusion, distribution-shift-resilient calibration, and reporting practices that expose spatial error structure rather than aggregate it away.
Emmanuel Kiplagat Teigong, Y. Magdalene
· Asian journal of current res... · 0 citations