Estimating Inhaled Nitrogen Dioxide from the Human Biometric Response
by
Shisir Ruwali
,
Bharana Fernando
,
Shawhin Talebi
,
Lakitha Wijeratne
,
John Waczak
,
Prabuddha M. H. Madusanka
,
David J. Lary
,
John Sadler
,
Tatiana Lary
,
Matthew Lary
and
Adam Aker
Abstract
Breathing clean air is crucial for maintaining good human health. The air we inhale can significantly impact our physical and mental well-being, influenced by parameters such as particulate matter and gases (e.g. carbon dioxide, carbon monoxide, and nitrogen dioxide). Building on previous research that explored the effects of particulate matter (PM) in specific environments, analyzed using biometric indicators and machine learning models; this work focuses on the effects and estimation of inhale [...]