Fixed-roof atmospheric storage tanks are used throughout the oil and gas sector to store liquid hydrocarbons and are a key source of volatile organic compound (VOC) emissions.Despite their prevalence, vented emissions from these tanks are rarely monitored and remain poorly understood. This thesis presents a non-intrusive, inline optical measurement system to quantify oxygen fraction (which can be used to infer VOC fraction) in the vent line of an uncontrolled tank. The sensor utilizes tunable diode laser absorption spectroscopy with wavelength modulation to target near infrared absorption bands of diatomic oxygen ingested into the tanks during diurnal tank breathing processes and is compact, robust, and compliant with CSA zoning standards. Lab characterizations of two variants of the system are presented. Over the full-scale (0 -20.95% O2) measurement range, the optical variant had a long-term precision of < 0.72% absolute (at 95% confidence) while the detector variant improved this to < 0.31% absolute.I would also like to thank Simon Fiesta-Bianchet for your willingness throughout my project to touch base and chat. Whether it be troubleshooting, field-trip prep, or general mid-day conversations, I very much appreciated getting to know and work with you. Besides all else, thank you for entertaining my 'sanity-checks', thoughts and supporting my courses of action.To Scott Seymour, thank you for your help early on into my start at EERL and for your introduction to 'Canal-basics 101'. This project couldn't have gotten to where it is without a few impromptu troubleshooting projects along the way. It was an honor to learn alongside you.To Dillion Mazerolle, thank you for your help with branching this project and working as an intermediary to initialize the system in Devon, AB.A special thank you to Kevin Sangster for your invaluable help on the manufacturing front, and for your input and willingness to share tips and suggestions along the design iterations of my project. To Kevin, Nick and Alex; thank you for your support and for the chats that always stemmed from a visit to the shop -you guys' rock! To all the members of EERL, both past and present, that made this project worth it.