Sensors • Vol 21 • No 18
Machine Learning for Light Sensor Calibration
September 2021 • Yichao Zhang, Lakitha O. H. Wijeratne, Shawhin Talebi, David J. Lary
Sunlight incident on the Earth’s atmosphere is essential for life, and it is the driving force of a host of photo-chemical and environmental processes, such as the radiative heating of the atmosphere. We report the description and application of a physical methodology relative to how an ensemble of very low-cost sensors (with a total cost of <$20, less than 0.5% of the cost of the reference sensor) can be used to provide wavelength resolved irradiance spectra with a resolution of 1 nm between 360–780 nm by cali…