ArticleScientific reports2020
A birdstrike risk assessment model and its application at Ordos Airport, China.
Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.
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6 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Do more birds mean more bird-aircraft collisions? A meta-analysis testing a key wildlife management tenet.PloS one · 2026Pooled it
- Migratory bird species as the primary contributors to wildlife collisions: a case study at Shanghai Pudong International Airport, China.BMC zoology · 2026Article
- Research on spatiotemporal risk assessment model of bird strike at airports and precise prevention and control strategies.Scientific reports · 2026Article
- A Practical Method to Assess Bird Strike Risk in Air Operations Using a Count-Based Risk Mitigation Tool.Risk analysis : an official publication of the Society for Risk Analysis · 2025Article
- Using DNA barcoding and field surveys to guide wildlife management at Nanjing Lukou International Airport, China.Ecology and evolution · 2023Article
- The role of landscape in shaping bird community and implications for landscape management at Nanjing Lukou International Airport.Ecology and evolution · 2023Article
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Authors and funding
6 authors.
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Abstract
Birdstrikes are an important threat to aviation safety. A standardized, scientific process for assessing birdstrike risk could prevent accidents, thereby improving the flight safety and reducing economic losses. However, China currently lacks a unified birdstrike risk assessment system. Here, we propose and validate a new model for assessing birdstrike risk in order to fill that need. The model consists of two elements. First, empirical data are collected on the occurrence of birds at the airport and in a surrounding 8 km buffer. Second, each species is evaluated with a risk assessment matrix that takes into account the number of birds, weight, flight altitude, a tendency to cluster, and range of activity. These five factors allow each species to be divided into one of three risk levels: high danger (level 3), moderate danger (level 2) and low danger (level 1). We propose corresponding birdstrike prevention measures for each level. We apply this method to the civil aviation airport in Ordos, China. We found that 20 of the 118 species of birds in and around the airport were high danger birds (level 3). To validate this process, we compared these species with records of birdstrike accidents in a database maintained by the Civil Aviation Administration of China (CAAC) for 2007-2016. We found that 42% of the species we identified as high risk had been involved in at least one birdstrike accident, and that the remaining 58% belonged to families that appeared in the database. The high degree of overlap gives us high confidence in the practicality of our risk assessment model, which is based on the risk management concept of ISO 31000. Critically, this new model and method for predicting bird strike risk can be replicated at other airports around the world, even where no extensive records have been kept of past birdstrikes.
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