This paper reviews the construction and maintenance guidelines for airfield pavements, as well as the current methods for assessing pavement conditions. A study is performed on an airport’s taxiway to determine if acceleration data from airframe mounted accelerometers and on-board avionic systems can be used to provide an estimate of pavement roughness. A comparison of international roughness index (IRI), 3-axis accelerometer data, and normal acceleration data from the G1000 unit is presented based on a field study performed at the Purdue University Airport (KLAF). The paper concludes that there is a potential for crowdsourced data obtained from an aircraft’s on-board system such as the G1000 to act as an additional tool for airport managers to monitor surface conditions between routine and detailed inspections.