This document summarizes a paper presented at an international conference on marine technology in Malaysia in 2012. The paper discusses quantifying greenhouse gas emissions from ships to support decision making and rulemaking by the International Maritime Organization. Specifically, it measures the concentrations of carbon dioxide and nitrogen dioxide emitted from a university research vessel during different operating modes to validate models for calculating emissions. Reducing greenhouse gas emissions from shipping is important because the industry accounts for a growing share of global emissions.