Safety is of great importance to the sustainable development of air transportation. Because aviation accidents rarely occur, the traditional indexes based on fatal accidents and fatality could not provide enough information for accident prevention and continuous safety improvement. This paper collected data on 6,357 incidents in China civil aviation from 1994 to 2020. Afterward, a whole picture was drawn to reflect the detailed safety situation by analyzing the characteristics and trend of incidents. From 1994 to 2008, the annual number of incidents in China civil aviation remained relatively stable. After 2008, the number of incidents exhibited an obvious growth trend, but the incidents per million flight hours remained stable. From the direct cause of incidents, operator and mechanic are no longer the leading causes. Presently, 63.4% of incidents are caused by environmental factors, showing an increasing trend. From the operation phase, most incidents occurred during the cruise phase (29.8%), followed by the approach phase (19.4%), and the take-off phase (16.0%). In addition, there have been many incidents that occurred during uncertain phase. From the typical incidents, bird strikes and lightning strikes account for 43.8% and 6.7% of the total incidents, respectively, showing an annually ascending trend. Engine shutdown accounts for 9.4% but the number exhibits a descending trend. As an important index of safety, the trend and characteristics of incidents can specifically reflect the safety situation of the aviation industry, and provide a reference for accident prevention and continuous safety improvement.
LofquistE. A.The Art of Measuring Nothing: The Paradox of Measuring Safety in a Changing Civil Aviation Industry Using Traditional Safety Metrics. Safety Science, Vol. 48, No. 10, 2010, pp. 1520–1529.
12.
LeiZ.O’ConnellJ. F.The Evolving Landscape of Chinese Aviation Policies and Impact of a Deregulating Environment on Chinese Carriers. Journal of Transport Geography, Vol. 19, No. 4, 2011, pp. 829–839.
WiegmannD. A.ThadenT. L. V.Using Schematic Aids to Improve Recall in Incident Reporting: The Critical Event Reporting Tool (CERT). International Journal of Aviation Psychology, Vol. 13, No. 2, 2003, pp. 153–171.
AguiarM.StolzerA.BoydD. D.Rates and Causes of Accidents for General Aviation Aircraft Operating in a Mountainous and High Elevation Terrain Environment. Accident Analysis & Prevention, Vol. 107, 2017, pp. 195–201.
20.
BazarganM.GuzhvaV. S.Impact of Gender, Age and Experience of Pilots on General Aviation Accidents. Accident Analysis & Prevention, Vol. 43, No. 3, 2011, pp. 962–970.
21.
MaraisK. B.RobichaudM. R.Analysis of Trends in Aviation Maintenance Risk: An Empirical Approach. Reliability Engineering & System Safety, Vol. 106, 2012, pp. 104–118.
22.
KharoufahH.MurrayJ.BaxterG.WildG.A Review of Human Factors Causations in Commercial Air Transport Accidents and Incidents: From 2000–2016. Progress in Aerospace Sciences, Vol. 99, 2018, pp. 1–13. https://doi.org/10.1016/j.paerosci.2018.03.002
23.
TongC.YinX.LiJ.ZhuT.LvR.SunL.RodriguesJ. J.An Innovative Deep Architecture for Aircraft Hard Landing Prediction Based on Time-Series Sensor Data. Applied Soft Computing, Vol. 73, 2018, pp. 344–349. https://doi.org/10.1016/j.asoc.2018.07.061.
24.
BarryD. J.Estimating Runway Veer-Off Risk Using a Bayesian Network with Flight Data. Transportation Research Part C: Emerging Technologies, Vol. 128, No. 1, 2021, p. 103180.
25.
SunR. S.LiC. F.A Risk Prediction Model of Hard Landing Based on Random Forest Algorithm. E3S Web of Conferences, Vol. 257, No. 6, 2021, p. 02080. https://doi.org/10.1051/E3SCONF/202125702080.
26.
WangL.WuC. X.SunR. S.An Analysis of Flight Quick Access Recorder (QAR) Data and its Applications in Preventing Landing Incidents. Reliability Engineering & System Safety, Vol. 127, 2014, pp. 86–96.
27.
AksoyH.TurgutE. T.UsanmazÖ.The Design and Analysis of Optimal Descent Profiles Using Real Flight Data. Transportation Research Part D: Transport and Environment, Vol. 100, 2021, p. 103028. https://doi.org/10.1016/j.trd.2021.103028.
28.
BaughB.StolzerA.Language-Related Communications Challenges in General Aviation Operations and Pilot Training. International Journal of Aviation Aeronautics and Aerospace, Vol. 5, No. 4, 2018, p. 8.
29.
GaoY.HaoY.WangS.WuH.The Dynamics Between Voluntary Safety Reporting and Commercial Aviation Accidents. Safety Science, Vol. 14, 2021, p. 105351. https://doi.org/10.1016/j.ssci.2021.105351.
30.
KuhnD. K.Using Structural Topic Modeling to Identify Latent Topics and Trends in Aviation Incident Reports. Transportation Research Part C: Emerging Technologies, Vol. 87, 2018, pp. 105–122.
31.
RobinsonS. D.Temporal Topic Modeling Applied to Aviation Safety Reports: A Subject Matter Expert Review. Safety Science, Vol. 116, 2019, pp. 275–286.
32.
OhS.KimS.YoonY.An Analysis of Runway Accident Precursors Based on Latent Class Model. KSCE Journal of Civil Engineering, Vol. 24, No. 9, 2020, pp. 2784–2793.
33.
DolbeerR. A.Increasing Trend of Damaging Bird Strikes With Aircraft Outside the Airport Boundary: Implications for Mitigation Measures. Human-Wildlife Interactions, Vol. 5, No. 2, 2011, pp. 235–248. https://doi.org/10.26077/dnvb-x958.
34.
AvrenliK. A.DempseyB. J.Statistical Analysis of Aircraft-Bird Strikes Resulting in Engine Failure. Transportation Research Record: Journal of the Transportation Research Board, 2014. 2449: 14–23.
35.
CoyleD. J.SmithM. M.FlahertyG. T.Descriptive Analysis of Air Rage Incidents Aboard International Commercial Flights, 2000–2020. Transportation Research Interdisciplinary Perspectives, Vol. 11, No. 1, 2021, p. 100418. https://doi.org/10.1016/j.trip.2021.100418.
HeinrichH.PetersenD.RossN.Industrial Accident Prevention, 5th ed.McGraw-Hill, New York, NY, 1980.
41.
HuX.CaseyT.GriffinM.You can Have Your Cake and Eat it Too: Embracing Paradox of Safety as Source of Progress in Safety Science. Safety Science, Vol. 130, 2020, p. 104824. https://doi.org/10.1016/j.ssci.2020.104824.
Federal Aviation Administration, and U.S. Department of Agriculture Animal and Plant Health Inspection Service Wildlife Services. Wildlife Strikes to Civilian Aircrafts in the United States 1990–2014. FAA, Washington, D.C., 2015.
